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22 February 2012


  Cost Take Out for NASA’s
  Infrastructure Portfolio
  Controlling Costs of Inner Space to Increase Funds
  Available for Outer Space




   Bob St. Thomas
   IBM Global Business Services                        © 2012 IBM Corporation
Building a Smarter Planet


Cost Reduction is a Complex Mission




Cost reduction is a mission with no shrink wrap solution.
It’s people, processes, technology, physics, and
analytics that require close attention to detail
continuously throughout the life of the cost reduction
mission to ensure success.




                                                                        2
Building a Smarter Planet


At Home, Would You…

   Leave your car running all night in case you might need to run to
    the store for milk/bread?
   Keep your oven at 350F night and day in case one of your kids
    wanted to cook pizza?
   Run your air conditioner and heater at the same time all year?
   Operate 3 chillers when two are sufficient for your building?
   Tolerate an electrical load every night of 70% of your daytime
    peak?




         All too often, Companies and Agencies do these things either
       deliberately or unconsciously. Either way, they waste money that
                    could be put to use in other mission areas.

                                                                                       3
Building a Smarter Planet


Possible Causes of Excess Infrastructure Costs



   Multiple contracts and or conflicting procurement terms
   Excess facility space due to mission changes
   Duplication of effort or lack of shared services between programs
   Managing facility operations and energy reductions
    independently
   Maintaining a culture of consumption vs. one of conservation
   Lack of information from available data to drive change
   Addressing the problem tactically vs. strategically




                                                                                 4
Building a Smarter Planet


Proposed Mission: Reducing NASA’s Infrastructure Costs



Challenges Faced by Real Estate Executives

Step 1. Right Size Your Internal Space

Step 2. Energize Your Workforce

Step 3. Listen to Your Buildings

Step 4. Apply Analytics to Support Your Decision Processes




                                                                            5
Building a Smarter Planet


Real Estate Executive Challenges

Key Responsibilities:
3.   A Safe and Reliable Workplace
        Manufacturing        Offices      Data Centers




1. Provided at the Lowest Possible Cost
        Space                Energy       Facilities Operations




                                                                            6
Building a Smarter Planet


Proposed Mission: Reducing NASA’s Infrastructure Costs



Challenges Faced by Real Estate Executives

Step 1. Right Size Your Internal Space

Step 2. Energize Your Workforce

Step 3. Listen to Your Buildings

Step 4. Apply Analytics to Support Your Decision Processes




                                                                               7
Building a Smarter Planet


Typical Real Estate Portfolio Cost Profile




                 Space (Rent, Depreciation, Taxes and Insurance)
      ~55%

                                  Energy and Fac. Ops covers 40% of total cost



      ~20%       Facilities Operations (Grounds, Housekeeping, Equipment)


      ~20%       Energy (Electricity, Natural Gas, Fuel Oil)

      ~5%        Other



                                                                                          8
Building a Smarter Planet


Typical Real Estate Portfolio Cost Profile




                  Space (Rent, Depreciation, Taxes and Insurance)
      ~55%
                                   However, 95% of cost is space-driven.




      ~20%        Facilities Operations (Grounds, Housekeeping, Equipment)


      ~20%       Energy (Electricity, Natural Gas, Fuel Oil)

      ~5%         Other



       The Most Efficient NASA Building is the One You No Longer Have
                                                                                          9
Building a Smarter Planet



First Challenge: Organizational Alignment

                                                Chairman, President & CEO


                                                      Sr. VP, CFO

                                                      VP Controller


                                           VP Global Real Estate Operations




                 U.S./Japan   Europe/Research         LA/Canada               Asia Pacific   Construction/
                                                                                             Engineering


Global          Energy / IT      Leasing                Space                 Asset           Workplace
                                                                            Management        Standards


            Can They Do:                                       Key Challenges:
               Space/Lease Management?                            Changing Mission and Budgets
               Facilities Operations?                             Legacy-Owned Assets
               Energy Management?                                 Rising Energy Rates
               Environmental Compliance?                          Aggressive Environmental Agenda
               Design and Construction?                           Enterprise Integration Across NASA



                                                                                                                         10
Building a Smarter Planet


Second Challenge: Disparate Data Sources

                                       Security
                                     Badge In Data


                 Population and                                   Energy
                  Workplace                                       Usage/
                   Indicators                                      Cost

                                    Centralized
                                                        Visualize opportunities
                                                                          Energy
  Lease Data                           Global                                          Anomaly
                                  Data Warehouse                                        Data

                     BMS
                                                        Prioritize
                                                              Conservation
                 Equipment
                                                                 Tracking
                 Performance

     Track                                              Assign resources Orders
                                                                       Work
  Data Center
   Reliability


                    Track
                 Construction
                                                        Invest for best return
                                                              Facilities
                                                             Maintenance
                   Spend                                          Cost




                                                                                                       11
Building a Smarter Planet


Continuously Attack the Cost Problem in Two Dimensions

 Strategic Optimization – Global Portfolio Analysis
   • Aggregation of Key Global Indicators:
     •
       Lease Information
     •
       Space Utilization
     •
       Energy Usage and Conservation
     •
       Work Order History
     •
       Supplier Performance
   • Drives resource and investment prioritization: Higher efficiency and effectiveness

 Building Optimization – Individual Building Performance
   • Focus on building efficiency through visibility to operating anomalies
   • Software integrated with building systems to report:
     • Ambient conditions
     • Equipment malfunctions
     • Set point deviations
     • Real-time demand for water, HVAC and lighting
   • Automated response to improve building efficiency, reduce Co2 emissions, and
     improve reliability

                                                                                               12
Building a Smarter Planet

Tool Set for Rightsizing Space and Infrastructure


  Many tools are available for spot improvements, but for reducing
  Infrastructure costs, the following portfolio of specific capabilities is helpful



                   Infrastructure Cost Reduction Portfolio

 Enterprise                       Integrated Workplace                                   Real-Time
   Asset                                                                                  Building
Management                        Management Systems
                                                                                        Commissioning

                                                                                          • Real time
• Preventive                                                                                operations
  maintenance                                                                               and energy
                    Space and        Energy and                        Real Estate          monitoring
• Work mgmt                                          Capital Project
                     Facilities     Environment                         Portfolio         • Real-time
                                    Sustainability   Management
• Inventory        Management                                          Management           analytics
  mgmt                                                                                    • Event
                                                                                            correlation




                                                                                                          13
Building a Smarter Planet


Proposed Mission: Reducing NASA’s Infrastructure Costs



Challenges Faced by Real Estate Executives

Step 1. Right Size Your Internal Space

Step 2. Energize Your Workforce

Step 3. Listen to Your Buildings

Step 4. Apply Analytics to Support Your Decision Processes




                                                                           14
Building a Smarter Planet

Sample Architecture Supporting Workforce Energy Management

  Employee                                                                Continuous              Level 5
  Involvement                                                             Improvement             Cultural
                                                                                                  Awareness




                     Building Systems                                                             Level 4
                                               Energy Efficiency   Peak Power                     Intelligence
                    Optimization Models           Program                                         Performance
                                                                   Management                     Analytics
     Enterprise                                                                    Statistical    Dashboards
 Asset Management                                                                   Process
                                                                                    Control

                                            Historian Server
            Data                System Integration and Data Aggregation           System          Level 3
           Mining                                                                                 Information
                                                                                 Correlation
                 Power                                                    Paging
                Monitoring                Communication Networks
                                                                          Server
                 Server
  Alarms       System Dashboards      – SCADA – Nodes – – – Real-Time Monitoring                   Level 2
                                                                                                   Data

                                          Communication Drivers
                    Admin                                                   PLC
                    Server
                                                                                                   Level
                                                                         Management
                                              PLC Controllers              Server                  1
                                                                                                   Control

                             Sensors, Actuators, and Equipment                                     Level 0
                                                                                                      15
                                                                                                   Physical
Building a Smarter Planet
    Center of Excellence for Enterprise Operations
    Energy Management Results


Quality: Conform to SEMI F47 Standard and strive for zero
impact due to Power Quality Issues to Manufacturing Process
                                                                                                                                                                                                    Fuel Usage
Reliability: Zero manufacturing down time/Continuous                                                                                                                                                           Rates: +30% since 2001
Operations
                                                                                                                                                                                                               Usage: -21% since 2001

Cost: Sustained 4% Reduction per year: Overall $10M Saved
                                   Fuel Usage vs. Fuel Rates                                                                         Electricity Usage vs. Electricity Rates                       Electricity Usage
                      1200                                                     12                                             600                                                0.090


                                     2010 Fuel Cost:
                                                                                                                                                                                                              Rates: +19% since 2001
                                                                                                                                      2010 Electricity Cost:
                                     $5,000,000                                                                                       $35,000,000
                      1100                                                     10                                                                                                                              Usage: -21% since 2001
                                                                                                                              550                                                0.080
                                                                                                KiloWatt-hour (x 1,000,000)




                      1000                                                     8
                                                                                                                                                                                                    Plant Capability
    MMBTU (x 1,000)




                                                                                    $ / MMBTU




                                                                                                                                                                                         $ / kWh
                                                                                                                              500                                                0.070

                      900                                                      6
                                                                                                                                                                                                               Up >30% Since 2001
                                                                                                                              450                                                0.060
                      800                                                      4




                      700                                                      2                                              400                                                0.050
                             2001 2002 20032004 2005 2006 2007 20082009 2010                                                        2001200220032004200520062007200820092010


                                                                                                                                          Electricity Usage   Electricity Rate
                                         Fuel Usage       Fuel Rate
                                                                                                                                                                                                                                   16
Building a Smarter Planet

    Enterprise and Site Energy Programs

   Leadership Commitment
    •   Agency Standards (Green House Gas and Energy)
    •   Site Commitment and Site Location Executive (SLE)
        Expectation
    •   Site-to-Site sharing, Industry Communication
                                                      Leader Commitment
   Manufacturing Programs
    •   Lean Manufacturing
    •   Technology Advancements




                                                                                            Ma rogra
                                                Aff atory




                                                                                              nuf
    Employee Participation




                                                                                              P





                                                   airs
                                                  gul




                                                                                                 act s
    •   Continuous Improvement Culture

                                               Re




                                                                                                    urin
                                                                                                     m
    •   Brainstorm with everyone                                 Comprehensive




                                                                                                         g
    •   Continuous Communication                                 Energy Program
         
             ‘Straight Talk’ About Energy Impacts
    •   Recognition and Fun
   Operational Improvements
    •   Continuous Review of How we work                 O
                                                      Im per                                e
                                                        pr at                            ye ion
    •   Manufacturing Process Changes                     ov ion
                                                            em al                     plo at
    Regulatory Affairs                                        en                   Em ticip

                                                                                       r
    •   Strong Communication Network
                                                                 ts                 Pa
    •   Workshop Participation                                                                      17
Building a Smarter Planet

   One Methodology Has Six Main Steps and Draws
   Heavily from a Typical Six Sigma Methodology




                               Brainstorming   Feasibility and
Consistent    Process                                            Solution     Performance     Reporting and
                               and Solution    Economics
  Process     Initialization                                     Deployment   Monitoring      Feedback
                               Ideation        Review




                          Monitoring                       Process                      Leadership
Appropriate
   Support
                         Technology
                                                          Automation
                                                                                       Organization




 To capture the continuous stream of opportunities that can be accessed,
  Agencies need a consistent, repeatable methodology

                                                                                                           18
Building a Smarter Planet


Step 1: Establish and Deploy Goals



     Share of Energy and Water Consumption
      Look at consumption of functions by share
       Assign targets based on share and historical ability to      Initializing the process
        meet goals                                                   by setting goals and a
       Usage and financial targets
                                                                     budget is important:
                                                                     • Goals set team
     Investment Budget for Conservation                                objectives and should

        Assuming 12- to 18-month returns, how much money is
          the enterprise allocating for conservation
                                                                       be realistic with a
                                                                       stretch
                                                                     • Budgets assure
                                                                       participants that good


     Economic and Regulatory Review
                                                                       ideas will get funded
         Review initiatives, special offers, and other incentives     and executed – key to
          from local utilities and regulators that may shape           maintaining employee
          decisions and ROI analyses
                                                                       support


                                                                                                 19
Building a Smarter Planet


    Step 2: Idea Generation



Brainstorming runs across team                        …it is also very data-rich, with lots of materials
boundaries and include the most                       prepared in advance to help users focus on best
senior and junior staff…                              opportunity areas. Operating Costs By Tool Type
                                                           Facilities Annual
                                          $4
                                                    Annual Operating Cost by Tool Type
                                                                                                                                                    NITROGEN                      DI WATER                   EXHAUST                     ELECTRIC
                                                    45
                                          $3
                               Millions                       92                                                                                                                                        Number of tools/type


                                          $2

                                                                         55
                                                                                  35
                                          $1                                                 15 34 56
                                                                                                                              10 45
                                                                                                                                                  22
                                                                                                                                                            15            8         13 29 37 13
                                                                                                                                                                                                                                     9       29        5
                                          $0




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    A “library” of idea generation methods for energy continues to grow and is a key element of
     the long-term success of an energy conservation program

                                                                                                                                                                                                                                                     20
Building a Smarter Planet


 Step 3: Idea Evaluation and Prioritization




  Ideas from brainstorming sessions and        Review regulatory and utility programs for
  users are logged in the productivity         opportunities for subsidies or additional
  system                                       benefits

   Productivity Opportunities System

                                                                                        ‘
         Review and validate the opportunity
                                                       Ideas that are viable are
                                                  reviewed together against the
   Ideas are routed to appropriate SMEs for               budget and prioritized
   review and analysis



            Idea prioritization and selection is based on “Big Picture” reviews.
This includes assessing business benefit, client value, risk, energy conservation and ROI.

                                                                                                     21
Building a Smarter Planet


    Step 4: Implement



Prior to deployment, benchmarks     IBM has a core and extended team that manages
are taken of baseline state         implementation of successful ideas


                                      Core team                 Environment
             Baseline energy                                     Manager
             consumption

                                                     Waste       Energy          Water
                                                   Treatment   Management      Management
             Baseline water
             consumption
                                                                                             High
                                     Construction              Extended Team
                                       External to IBM,                                     Voltage
                                     Contracted as needed
Look at both the micro level (per
machine, for example) as well as                       HVAC     Chemical      Process and
the macro level – such as total                        Team    Engineering      Tooling
consumption in the building.



           Can implement over 100 ideas a year; 75% cost very little to implement.                   22
Building a Smarter Planet


Step 5: Monitor – Meters Matter!



        Equipment Metering

        • Look at equipment before and after, and check      Smart Grid in Action
          energy consumption and process performance
                                                             • Meters Matter!
                                                               Validate results
        Building Metering                                      with meter readings
        • Look at total building consumption to make sure    • Allows comparison
          that decreases in one area are not being offset
          by increases in another area                         of actual results to
                                                               analysis
                                                               calculations
        Customer Feedback

        • Validate that impact of changes does not disrupt
          usability or output to an unacceptable level



                                                                                         23
Building a Smarter Planet

                                      Step 6: Report Results and Provide Feedback to
                                      Management



                                                                                                    Building 963 CUP
                                                                                                                                                                                                         To assess success or
                                                                                                                                                                                                          failure, track detailed
                                      400,000                                                                                                                         200%

                                                     2005        2006   2007    2007/2006


                                                                                                                                                                                                          measurements and
                                      300,000
                                                                                                                                                                                                          compare year-on-year
                                                                                                                                                                      150%                                performance across
Daily Electr ic Consum ption in KWH




                                                                                                                                                                                                          major equipment,




                                                                                                                                                                             Year To Year Change in %
                                      200,000                                                                                                                                                             buildings and other
                                                                                                                                                                                                          high consumers
                                                                93%                   95%                                                                             100%


                                      100,000
                                                  88%                    89%                                                                                                                             Also look at
                                                                                                                                                                                                          performance that is
                                                                                                                                                                                                          seasonally adjusted
                                           0                                                                                                                          50%
                                                                                                                                                                                                          and also compare
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                                                                                                                                                                                                                                       24
Building a Smarter Planet

                                 Sample Workforce Feedback: B963/B971 Central Utility Plant
                                 Average Daily Electricity Usage (Kwh)




                                        350000
  Electricity Consumption (kWh / day)




                                        300000
                                                  Our efforts saved enough energy to
                                                   power 650 homes for one year!
                                        250000

                                                                                               2009
                                        200000
                                                                                        Winter Free-Cooling
                                                                                              Results
                                        150000


                                        100000


                                         50000
                                                   Electricity: 4,866,440 kWh                         Savings: $390,000.00
                                             0
                                                 Jan   Feb    Mar        Apr   May     Jun    Jul     Aug   Sep       Oct     Nov     Dec

October Savings: 550,300 kWh / $45,000.00                                              2009    2008
November Savings: 787,500 kWh / $63,000.00

December Savings: 1,373,300 kWh / $109,865.00                                            CONGRATULATIONS!
                                                                                             YOU MADE A DIFFERENCE!                           25
Building a Smarter Planet


Proposed Mission: Reducing NASA’s Infrastructure Costs



Challenges Faced by Real Estate Executives

Step 1. Right Size Your Internal Space

Step 2. Energize Your Workforce

Step 3. Listen to Your Buildings

Step 4. Apply Analytics to Support Your Decision Processes




                                                                           26
Building a Smarter Planet
Buildings That Recommission Themselves Continuously –

Real Time



  Interconnected building management systems with
  advanced analytic capabilities allow them to act
  intelligently, and continuously report on their operating
  conditions to building managers, Site and Agency
  Directors.

  Adding configurable dashboards and use of mash-up
  technologies allow tailoring to specific missions and
  building use cases, and enable maintenance and
  tenant workers to take action and modify behaviors.


                                                                           27
Building a Smarter Planet



        A Navy View of Smarter Buildings
   Smarter Buildings are well managed integrated physical and digital infrastructures that provide optimal                                                                        Navy Feeder
                occupancy services in a reliable, cost-effective, and energy-efficient manner                                                                                       Systems
                                                                                                                                                                             • Weather from C2 Suite
      Portfolio                                          Water                      Energy                 Elevators                                                         • Metering with AMI
    Estates Mgmt                                      Smart Meters,              Smart Meters,           Maintenance,
                                                       Use/Flow                    Demand                Performance                                         Weather
                                                                                                                                                                             • HVAC Control/
                                                        Sensing                   Response
                                                                                                                                                             Current
                                                                                                                                                                               Monitoring from ICS
    Asset Mgmt                                                             Fire                                                                             Predictions      • Fire Alarm Data from
       Life Cycle                                                      Functionality                                                                                           NERMS
                                                                          Checks,                                      HVAC
                                                                      Detector Service                           Fans, Variable
                                                                                                                                                                             • Lighting Control from ICS
    Energy Use                                                                                                   Air Volume, Air                                             • Local Utility Control with
    Passive/Active
                                                                                                                                                           Emergency
                                                                                                                     Quality
                                                                                                                                                            Services           SCADA
                                                                                                                                                           Alerts, Actions   • Security System
      Building
                         Analytics and Optimization




      Services                                                                                                                                                                 Interface with Enabler
                                                                                                                                                                               and NERMS




                                                                                                                                    External Integration
     Maintenance
                                                                                                                                                              Utilities      • Digital Video with VPMS
    Occupancy                                                                                                                                              Demand Mgmt,
     Space Mgmt                                                                                                                                                              • Intrusion Detection with
                                                                                                                                                            Cost Control
                                                                                                                                                                               PACs and VPMS
       Tenant                                                                                                                                                                • Energy Information
      Services                                                                                                                                                                 Management with
      Help Desk                                                                                                          Lighting                          Community           Circuits
                                                                                                                        Occupancy
                                                                                                                         Sensing                            Services         • Work Management with
  Waste Mgmt                                                                                     Access/Security                                           Transportation,
Trash/Water/Recycle                                                                                  Badge in,                                                                 Single Platform MAXIMO
                                                                                                      Cameras,                                             Traffic, Events   • GIS Display/Control with
                                                         24/7 Monitoring                             Integration
   Compliance                                                                                    Perimeter, Doors,
                                                                                                                                                                               OGC and RSIMS
                                                       Condition Monitoring,
Environmental Reports
                                                       Parking Lot Utilization                   Floors, Occupancy                                         Commercial        • Mass Notification Ad Hoc
                                                                                                                                                            Potential
 Industry Specific                                                                Voice/Video/Data                                                         Advertisement
 Hospital, Hotel, etc.
                                                       Integrated Building and Communications Services
  28                                                                                                                                                                                           28
Building a Smarter Planet

     Smarter Building Benefits: A “Well Managed” Savings
     Profile*
                                                                                                     Areas of Maintenance Savings
                                                                                                     • Root Cause Identification
  New Information                                                                                    • Fewer Total Customer Calls
   Drives Energy                                                                                     • Reduced PMs
 Savings and More
   Work Orders




                                                                             *At less tightly managed sites, Ops and Energy savings can exceed 30%


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             nt
               a           rio           rio           rio           rio            rio           rio           rio           rio           rio
         e               Pe            Pe            Pe            Pe             Pe            Pe            Pe            Pe            Pe
       em
     pl
Im

                                                       Baseline                  Energy           Maint. Activity



                                                                                                                                                        29
Building a Smarter Planet


Key Data Required

   Assess data availability of maintenance costs. Can you measure:
    • Labor/Materials/Subcontracted?
    • Percentage of each element of the total?

   Does your Agency use a Work Order logistic system?

   Is a standardized Preventive Maintenance program in place?

   Do the maintenance techs record hours/cost against Work Orders?

   What level of data is tracked?
    • How is it categorized?
    • How much history is sufficient?

   Build credibility across your site using data from an initial pilot



                                                                                       30
Building a Smarter Planet

Where to Start? Typical Energy Drivers By Cluster
 (Based on IBM Data)




                                                 Clusters
                                               Data      Office    Labs and
Energy Drivers                Manufacturing
                                              Centers   Spaces     Research
                                                                                  Total Spend

          HVAC                   20 %         10 %          50 %    30 %              27 %

 Data Center Equipment            ---         65 %          ---     25 %              22 %

Central Utility Plant (CUP)      25 %         20 %          ---     20 %              16 %

Manufacturing Processes
                                 45 %          ---          ---       ---             14 %
       and Tools

         Lighting                 10 %         5%           25 %     10 %             13 %

        Plug Load                 ---          ---          25 %     15 %              8%

     Total Spend                  30 %         28 %         28 %     13 %             100%



                                                                                               31
Building a Smarter Planet


  Work Order Hours Analysis by Equipment Class
All Other Classes

      Shop Equip

       Plum bing

            Fans

           CRAC

 Fire Prot. Alarm

    Manual Door

         Kitchen

      Electric LV

           Pum p
                                                          Determine Number of Hours
       Com p. Air
                                                                   Covered
          Chiller

Condensate Rec.

      Rest Room

     Architectual

         Lighting

             AHU



                                                   WO Hours

                    Initial Analytic Opportunity
                                                                    (IBM Relative Data)
                                                                                                 32
Building a Smarter Planet


            IBM Cost Reduction Results at One Site: 8% Energy Savings
                                                                                                                                       Energy Consumption Exceeds Spec
                                                 Equipment Not on Automatic Schedule
                                                                                                                                                 2.5% Savings
                                                               2% Savings
KWH Usage




                                                                                                                      KWH Usage



                                                                                                                          00
                                                                                                                          00

                                                                                                                          00



                                                                                                                          00

                                                                                                                          00

                                                                                                                         :00




                                                                                                                         :00




                                                                                                                         :00
                                                                                                                         :00

                                                                                                                         :00



                                                                                                                         :00

                                                                                                                         :00
    00

    00

    00

    00

    00




     0

     0

     0

     0

     0
     0




     0
   :0

   :0
   :0

   :0

   :0

   :0




   :0




                                                                                                                       1:

                                                                                                                       3:

                                                                                                                       5:

                                                                                                                       7:

                                                                                                                       9:
                                                                                                                      11

                                                                                                                      13

                                                                                                                      15

                                                                                                                      17

                                                                                                                      19

                                                                                                                      21

                                                                                                                      23
 9:
 1:

 3:

 5:

 7:




17

19

21
11

13

15




23
                                                  Unit Performance                  Operational Schedule                                Unit Performance   Operational Baseline



                                                       Steam Leak
                                                                                                                                        Dual Energy Savings Opportunity
                                                  Identified by Analytics
                                                                                                                                           Chilled Water and Steam
            AHU Air Flow Temp. Delta




                                       15
                                                                                                                                                 3.5% Savings
                                        5
                                        -5
                                       -15
                                       -25
                                       -35
                                                           00




                                                                           00




                                                                                                            00
                                           00

                                                   00




                                                                   00




                                                                                   00

                                                                                           00

                                                                                                   00




                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0

                                                                                                             0
                                                                                                           :0




                                                                                                           :0




                                                                                                           :0




                                                                                                           :0
                                                                                                           :0

                                                                                                           :0




                                                                                                           :0




                                                                                                           :0

                                                                                                           :0

                                                                                                           :0




                                                                                                           :0




                                                                                                           :0

                                                                                                           :0

                                                                                                           :0
                                                2:

                                                        3:

                                                                4:

                                                                        5:




                                                                                                8:

                                                                                                         9:
                                        1:




                                                                                6:

                                                                                        7:




                                                                                                        11

                                                                                                        12

                                                                                                        13

                                                                                                        14




                                                                                                        17

                                                                                                        18

                                                                                                        19

                                                                                                        20




                                                                                                        23
                                                                                                        10




                                                                                                        15

                                                                                                        16




                                                                                                        21

                                                                                                        22
                                                                                                           Actual   Normal Operation

                                                                                                                                                                                  33
Building a Smarter Planet



       Sample Smarter Building Equipment Work Order Savings
       Work Order # and Hours                                                       Average Hours Per WO


           200%
                                                                                                                        - 34%


           150%


           100%                                                                                                        Ave Hr/WO


            50%


Baseline     0%                                                        - 16%
                                                                                      Pre IIBM    Post IIBM
                   Prior Yr Qtrly   Q410   Q111       Q211      Q311   Q411
                        ave
           -50%

                                                                               Compounding Productivity Impact
           -100%
                                                                               2)    16% Reduction in # of Work Orders
                                           # of WO   WO Hours
                                                                               3)    34% Productivity in Remaining WO




  34                                                                                                                            34
Building a Smarter Planet


   Other Areas of Opportunity to Consider
All Other Classes

      Shop Equip

       Plum bing

            Fans

           CRAC
                                                 Future Savings Opportunities
 Fire Prot. Alarm
                                                           driven by:
    Manual Door                                          • New Rules
         Kitchen                                      • Wireless Sensors
      Electric LV

           Pum p

       Com p. Air

          Chiller

Condensate Rec.

      Rest Room

     Architectual

         Lighting

             AHU



                                                                WO Hours


                    Expanded Smart Building Analytic Opportunity / 30% of Total Work Order Hours

                                                                                                                    35
Building a Smarter Planet


Proposed Mission: Reducing NASA’s Infrastructure Costs



Challenges Faced by Real Estate Executives

Step 1. Right Size Your Internal Space

Step 2. Energize Your Workforce

Step 3. Listen to Your Buildings

Step 4. Apply Analytics to Support Your Decision Processes




                                                                           36
Building a Smarter Planet


       Analytics Landscape for Decision Support of Cost Take Out

                       Stochastic Optimization               How can we achieve the best outcome
                                                             including the effects of variability?
                                                                                                                 Prescriptive
                       Optimization                          How can we achieve the best
                                                             outcome?

                       Predictive modeling                   What will happen next if?
Degree of Capability




                       Forecasting                           What if these trends continue?
                                                                                                                   Predictive
                       Simulation                            What could happen…?

                       Alerts                                What actions are needed?

                       Query/drill down                      What exactly is the problem?

                       Ad hoc reporting                      How many, how often, where?
                                                                                                                  Descriptive

                       Standard Reporting                    What happened?

                                                 Degree of Complexity
                                                                            Based on: Competing on Analytics, Davenport and Harris, 2007


                                                                                                                                     37
Building a Smarter Planet


Energy Program Idea Evolution – Crawl, Walk, Run!



                      Procedures                Controls               Technology               Prototype
                    (change what you do)   (control how you do it)   (change the resource)     (new generation)
                Equipment On/Off           Motion Sensors            Belzona Pump             Free Cooling
                Schedule                                             Coating                  System
                                           Automated Lights On/
                Utilize Inbound Water      Off                       Ultrapure H20            High-Efficiency
                Pressure                                             Membrane                 Chiller
                                           Vending-Misers
                Tester Idle Program                                  Solid-State Chillers
                                           Variable Frequency
                Exhaust Balancing          Drives                    Upgrade Lights T12 to
Cost of Ideas




                Reviews                                              T8 to LED
                                           RF Generator Controls
                Load Reductions
                                           Digital Control
                                           Conversions




                                             Idea Advancement                                                       38
Building a Smarter Planet


Decision Trees for Proven Energy Initiatives

     Demand Side                        Easier         Supply Side
   Partnering with Internal Users                  Supplier Relations
   Change Set Points                               Risk Management
   Efficient Lighting
   Motion sensors, Lighting Controls
                                                    Centralized Purchasing
   Outside Air Rebalance                           Daily Market Analysis
   Compressed Air Leak Surveys                     Financial Derivatives
   Controls Upgrades                               Physical Collars
   DC Air Flow Management                          Demand Response
   HVAC Recommissioning
   Variable Speed Drives
                                                    Rate Case Interventions
   DC Server Virtualization                        Utility Negotiations
   Schedule Changes                                Comprehensive Purchasing Strategy
   Boiler Rebuilds                                 Renewable Energy
   Energy Efficient Motors                         Regional Policy Issues
   Free Cooling
   Chiller Replacements
                                                        But how do these stack up
                                        Harder          in ROI for Base Ops?
                                                                                              39
Building a Smarter Planet


     Manual Decision Support Matrix




                                                      Cost
                                                              RS5: Renewable Energy (ROI %)

  last            RD13: DC Air Flow Management (ROI %)
                                                              RD6: HVAC Re-commissioning (ROI %)

        RS10: Financial Derivatives (ROI %)                           RD5: DC Server Virtualization (ROI %)

                                              RD12: Energy Efficient Motors (ROI %)
                                                                             RS4: Physical Collars (ROI %)
                                                                   RD4: Boiler Rebuilds (ROI %)
                                                                                              Impact
      RS6: Risk Management (ROI %)                     RD11: Motion sensors, Lighting Controls (ROI %)
                            RD10: Efficient Lighting (ROI %)       RD3: Variable Speed Drives (ROI %)
RS7: Regional Policy Issues (ROI %)                          RD2: Controls Upgrades (ROI %)
     RD9: Compressed Air Leak Surveys (ROI %)         RS3: Comprehensive Purchasing Strategy (ROI %)
                           RD8: Outside Air Re-balance (ROI %)

                              RS8: Daily Market Analysis (ROI %)     RS2: Centralized Purchasing (ROI %)
    RS9: Rate Case Interventions (ROI %)                      RS1: Supplier Relations
                                                    RD1: Partnering with Internal Users (ROI %)
                                              RD7: Change Set Points (ROI %)
                                                                                  Start
   Supply Initiative
   Demand Initiative                                              (savings generated may be used to fund
                                                                          other high ROI projects)   40
Robert s tthomas_v2
Robert s tthomas_v2
Robert s tthomas_v2
Robert s tthomas_v2

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Robert s tthomas_v2

  • 1. 22 February 2012 Cost Take Out for NASA’s Infrastructure Portfolio Controlling Costs of Inner Space to Increase Funds Available for Outer Space Bob St. Thomas IBM Global Business Services © 2012 IBM Corporation
  • 2. Building a Smarter Planet Cost Reduction is a Complex Mission Cost reduction is a mission with no shrink wrap solution. It’s people, processes, technology, physics, and analytics that require close attention to detail continuously throughout the life of the cost reduction mission to ensure success. 2
  • 3. Building a Smarter Planet At Home, Would You…  Leave your car running all night in case you might need to run to the store for milk/bread?  Keep your oven at 350F night and day in case one of your kids wanted to cook pizza?  Run your air conditioner and heater at the same time all year?  Operate 3 chillers when two are sufficient for your building?  Tolerate an electrical load every night of 70% of your daytime peak? All too often, Companies and Agencies do these things either deliberately or unconsciously. Either way, they waste money that could be put to use in other mission areas. 3
  • 4. Building a Smarter Planet Possible Causes of Excess Infrastructure Costs  Multiple contracts and or conflicting procurement terms  Excess facility space due to mission changes  Duplication of effort or lack of shared services between programs  Managing facility operations and energy reductions independently  Maintaining a culture of consumption vs. one of conservation  Lack of information from available data to drive change  Addressing the problem tactically vs. strategically 4
  • 5. Building a Smarter Planet Proposed Mission: Reducing NASA’s Infrastructure Costs Challenges Faced by Real Estate Executives Step 1. Right Size Your Internal Space Step 2. Energize Your Workforce Step 3. Listen to Your Buildings Step 4. Apply Analytics to Support Your Decision Processes 5
  • 6. Building a Smarter Planet Real Estate Executive Challenges Key Responsibilities: 3. A Safe and Reliable Workplace Manufacturing Offices Data Centers 1. Provided at the Lowest Possible Cost Space Energy Facilities Operations 6
  • 7. Building a Smarter Planet Proposed Mission: Reducing NASA’s Infrastructure Costs Challenges Faced by Real Estate Executives Step 1. Right Size Your Internal Space Step 2. Energize Your Workforce Step 3. Listen to Your Buildings Step 4. Apply Analytics to Support Your Decision Processes 7
  • 8. Building a Smarter Planet Typical Real Estate Portfolio Cost Profile Space (Rent, Depreciation, Taxes and Insurance) ~55% Energy and Fac. Ops covers 40% of total cost ~20% Facilities Operations (Grounds, Housekeeping, Equipment) ~20% Energy (Electricity, Natural Gas, Fuel Oil) ~5% Other 8
  • 9. Building a Smarter Planet Typical Real Estate Portfolio Cost Profile Space (Rent, Depreciation, Taxes and Insurance) ~55% However, 95% of cost is space-driven. ~20% Facilities Operations (Grounds, Housekeeping, Equipment) ~20% Energy (Electricity, Natural Gas, Fuel Oil) ~5% Other The Most Efficient NASA Building is the One You No Longer Have 9
  • 10. Building a Smarter Planet First Challenge: Organizational Alignment Chairman, President & CEO Sr. VP, CFO VP Controller VP Global Real Estate Operations U.S./Japan Europe/Research LA/Canada Asia Pacific Construction/ Engineering Global Energy / IT Leasing Space Asset Workplace Management Standards  Can They Do:  Key Challenges:  Space/Lease Management?  Changing Mission and Budgets  Facilities Operations?  Legacy-Owned Assets  Energy Management?  Rising Energy Rates  Environmental Compliance?  Aggressive Environmental Agenda  Design and Construction?  Enterprise Integration Across NASA 10
  • 11. Building a Smarter Planet Second Challenge: Disparate Data Sources Security Badge In Data Population and Energy Workplace Usage/ Indicators Cost Centralized  Visualize opportunities Energy Lease Data Global Anomaly Data Warehouse Data BMS  Prioritize Conservation Equipment Tracking Performance Track  Assign resources Orders Work Data Center Reliability Track Construction  Invest for best return Facilities Maintenance Spend Cost 11
  • 12. Building a Smarter Planet Continuously Attack the Cost Problem in Two Dimensions  Strategic Optimization – Global Portfolio Analysis • Aggregation of Key Global Indicators: • Lease Information • Space Utilization • Energy Usage and Conservation • Work Order History • Supplier Performance • Drives resource and investment prioritization: Higher efficiency and effectiveness  Building Optimization – Individual Building Performance • Focus on building efficiency through visibility to operating anomalies • Software integrated with building systems to report: • Ambient conditions • Equipment malfunctions • Set point deviations • Real-time demand for water, HVAC and lighting • Automated response to improve building efficiency, reduce Co2 emissions, and improve reliability 12
  • 13. Building a Smarter Planet Tool Set for Rightsizing Space and Infrastructure Many tools are available for spot improvements, but for reducing Infrastructure costs, the following portfolio of specific capabilities is helpful Infrastructure Cost Reduction Portfolio Enterprise Integrated Workplace Real-Time Asset Building Management Management Systems Commissioning • Real time • Preventive operations maintenance and energy Space and Energy and Real Estate monitoring • Work mgmt Capital Project Facilities Environment Portfolio • Real-time Sustainability Management • Inventory Management Management analytics mgmt • Event correlation 13
  • 14. Building a Smarter Planet Proposed Mission: Reducing NASA’s Infrastructure Costs Challenges Faced by Real Estate Executives Step 1. Right Size Your Internal Space Step 2. Energize Your Workforce Step 3. Listen to Your Buildings Step 4. Apply Analytics to Support Your Decision Processes 14
  • 15. Building a Smarter Planet Sample Architecture Supporting Workforce Energy Management Employee Continuous Level 5 Involvement Improvement Cultural Awareness Building Systems Level 4 Energy Efficiency Peak Power Intelligence Optimization Models Program Performance Management Analytics Enterprise Statistical Dashboards Asset Management Process Control Historian Server Data System Integration and Data Aggregation System Level 3 Mining Information Correlation Power Paging Monitoring Communication Networks Server Server Alarms System Dashboards – SCADA – Nodes – – – Real-Time Monitoring Level 2 Data Communication Drivers Admin PLC Server Level Management PLC Controllers Server 1 Control Sensors, Actuators, and Equipment Level 0 15 Physical
  • 16. Building a Smarter Planet Center of Excellence for Enterprise Operations Energy Management Results Quality: Conform to SEMI F47 Standard and strive for zero impact due to Power Quality Issues to Manufacturing Process Fuel Usage Reliability: Zero manufacturing down time/Continuous Rates: +30% since 2001 Operations Usage: -21% since 2001 Cost: Sustained 4% Reduction per year: Overall $10M Saved Fuel Usage vs. Fuel Rates Electricity Usage vs. Electricity Rates Electricity Usage 1200 12 600 0.090 2010 Fuel Cost: Rates: +19% since 2001 2010 Electricity Cost: $5,000,000 $35,000,000 1100 10 Usage: -21% since 2001 550 0.080 KiloWatt-hour (x 1,000,000) 1000 8 Plant Capability MMBTU (x 1,000) $ / MMBTU $ / kWh 500 0.070 900 6 Up >30% Since 2001 450 0.060 800 4 700 2 400 0.050 2001 2002 20032004 2005 2006 2007 20082009 2010 2001200220032004200520062007200820092010 Electricity Usage Electricity Rate Fuel Usage Fuel Rate 16
  • 17. Building a Smarter Planet Enterprise and Site Energy Programs  Leadership Commitment • Agency Standards (Green House Gas and Energy) • Site Commitment and Site Location Executive (SLE) Expectation • Site-to-Site sharing, Industry Communication Leader Commitment  Manufacturing Programs • Lean Manufacturing • Technology Advancements Ma rogra Aff atory nuf Employee Participation P  airs gul act s • Continuous Improvement Culture Re urin m • Brainstorm with everyone Comprehensive g • Continuous Communication Energy Program  ‘Straight Talk’ About Energy Impacts • Recognition and Fun  Operational Improvements • Continuous Review of How we work O Im per e pr at ye ion • Manufacturing Process Changes ov ion em al plo at Regulatory Affairs en Em ticip  r • Strong Communication Network ts Pa • Workshop Participation 17
  • 18. Building a Smarter Planet One Methodology Has Six Main Steps and Draws Heavily from a Typical Six Sigma Methodology Brainstorming Feasibility and Consistent Process Solution Performance Reporting and and Solution Economics Process Initialization Deployment Monitoring Feedback Ideation Review Monitoring Process Leadership Appropriate Support  Technology  Automation  Organization  To capture the continuous stream of opportunities that can be accessed, Agencies need a consistent, repeatable methodology 18
  • 19. Building a Smarter Planet Step 1: Establish and Deploy Goals Share of Energy and Water Consumption   Look at consumption of functions by share  Assign targets based on share and historical ability to Initializing the process meet goals by setting goals and a  Usage and financial targets budget is important: • Goals set team Investment Budget for Conservation objectives and should   Assuming 12- to 18-month returns, how much money is the enterprise allocating for conservation be realistic with a stretch • Budgets assure participants that good  Economic and Regulatory Review ideas will get funded  Review initiatives, special offers, and other incentives and executed – key to from local utilities and regulators that may shape maintaining employee decisions and ROI analyses support 19
  • 20. Building a Smarter Planet Step 2: Idea Generation Brainstorming runs across team …it is also very data-rich, with lots of materials boundaries and include the most prepared in advance to help users focus on best senior and junior staff… opportunity areas. Operating Costs By Tool Type Facilities Annual $4 Annual Operating Cost by Tool Type NITROGEN DI WATER EXHAUST ELECTRIC 45 $3 Millions 92 Number of tools/type $2 55 35 $1 15 34 56 10 45 22 15 8 13 29 37 13 9 29 5 $0 2 G A N 00 00 N Y IS E V S N N N 08 28 35 T 37 O R R A A U C U O O N A 50 53 R 96 45 21 IL U LL TU D A LE TE LA IK IK H LE LA C S N E E M M C N LA E N N N C S M P O C M R P R IO TE LA LA V E IM V V H E E A FU K A IP FM O C S IM U U S S M N N U FS M 00 C D U E LE S IO IF FS W R 52 A C B IN TI E M S R M S E E A G S V N G D V S  A “library” of idea generation methods for energy continues to grow and is a key element of the long-term success of an energy conservation program 20
  • 21. Building a Smarter Planet Step 3: Idea Evaluation and Prioritization Ideas from brainstorming sessions and Review regulatory and utility programs for users are logged in the productivity opportunities for subsidies or additional system benefits Productivity Opportunities System      ‘ Review and validate the opportunity Ideas that are viable are reviewed together against the Ideas are routed to appropriate SMEs for budget and prioritized review and analysis Idea prioritization and selection is based on “Big Picture” reviews. This includes assessing business benefit, client value, risk, energy conservation and ROI. 21
  • 22. Building a Smarter Planet Step 4: Implement Prior to deployment, benchmarks IBM has a core and extended team that manages are taken of baseline state implementation of successful ideas Core team Environment Baseline energy Manager consumption Waste Energy Water Treatment Management Management Baseline water consumption High Construction Extended Team External to IBM, Voltage Contracted as needed Look at both the micro level (per machine, for example) as well as HVAC Chemical Process and the macro level – such as total Team Engineering Tooling consumption in the building. Can implement over 100 ideas a year; 75% cost very little to implement. 22
  • 23. Building a Smarter Planet Step 5: Monitor – Meters Matter! Equipment Metering • Look at equipment before and after, and check Smart Grid in Action energy consumption and process performance • Meters Matter! Validate results Building Metering with meter readings • Look at total building consumption to make sure • Allows comparison that decreases in one area are not being offset by increases in another area of actual results to analysis calculations Customer Feedback • Validate that impact of changes does not disrupt usability or output to an unacceptable level 23
  • 24. Building a Smarter Planet Step 6: Report Results and Provide Feedback to Management Building 963 CUP  To assess success or failure, track detailed 400,000 200% 2005 2006 2007 2007/2006 measurements and 300,000 compare year-on-year 150% performance across Daily Electr ic Consum ption in KWH major equipment, Year To Year Change in % 200,000 buildings and other high consumers 93% 95% 100% 100,000 88% 89%  Also look at performance that is seasonally adjusted 0 50% and also compare ne r il er y ly h y r st r r times of peak demand ry Ma be be rc Ju Ju be tob ar Ap gu ua nu Ma m m m Au Oc ve ce br Ja pte Fe No De Se 24
  • 25. Building a Smarter Planet Sample Workforce Feedback: B963/B971 Central Utility Plant Average Daily Electricity Usage (Kwh) 350000 Electricity Consumption (kWh / day) 300000 Our efforts saved enough energy to power 650 homes for one year! 250000 2009 200000 Winter Free-Cooling Results 150000 100000 50000 Electricity: 4,866,440 kWh Savings: $390,000.00 0 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec October Savings: 550,300 kWh / $45,000.00 2009 2008 November Savings: 787,500 kWh / $63,000.00 December Savings: 1,373,300 kWh / $109,865.00 CONGRATULATIONS! YOU MADE A DIFFERENCE! 25
  • 26. Building a Smarter Planet Proposed Mission: Reducing NASA’s Infrastructure Costs Challenges Faced by Real Estate Executives Step 1. Right Size Your Internal Space Step 2. Energize Your Workforce Step 3. Listen to Your Buildings Step 4. Apply Analytics to Support Your Decision Processes 26
  • 27. Building a Smarter Planet Buildings That Recommission Themselves Continuously – Real Time Interconnected building management systems with advanced analytic capabilities allow them to act intelligently, and continuously report on their operating conditions to building managers, Site and Agency Directors. Adding configurable dashboards and use of mash-up technologies allow tailoring to specific missions and building use cases, and enable maintenance and tenant workers to take action and modify behaviors. 27
  • 28. Building a Smarter Planet A Navy View of Smarter Buildings Smarter Buildings are well managed integrated physical and digital infrastructures that provide optimal Navy Feeder occupancy services in a reliable, cost-effective, and energy-efficient manner Systems • Weather from C2 Suite Portfolio Water Energy Elevators • Metering with AMI Estates Mgmt Smart Meters, Smart Meters, Maintenance, Use/Flow Demand Performance Weather • HVAC Control/ Sensing Response Current Monitoring from ICS Asset Mgmt Fire Predictions • Fire Alarm Data from Life Cycle Functionality NERMS Checks, HVAC Detector Service Fans, Variable • Lighting Control from ICS Energy Use Air Volume, Air • Local Utility Control with Passive/Active Emergency Quality Services SCADA Alerts, Actions • Security System Building Analytics and Optimization Services Interface with Enabler and NERMS External Integration Maintenance Utilities • Digital Video with VPMS Occupancy Demand Mgmt, Space Mgmt • Intrusion Detection with Cost Control PACs and VPMS Tenant • Energy Information Services Management with Help Desk Lighting Community Circuits Occupancy Sensing Services • Work Management with Waste Mgmt Access/Security Transportation, Trash/Water/Recycle Badge in, Single Platform MAXIMO Cameras, Traffic, Events • GIS Display/Control with 24/7 Monitoring Integration Compliance Perimeter, Doors, OGC and RSIMS Condition Monitoring, Environmental Reports Parking Lot Utilization Floors, Occupancy Commercial • Mass Notification Ad Hoc Potential Industry Specific Voice/Video/Data Advertisement Hospital, Hotel, etc. Integrated Building and Communications Services 28 28
  • 29. Building a Smarter Planet Smarter Building Benefits: A “Well Managed” Savings Profile* Areas of Maintenance Savings • Root Cause Identification New Information • Fewer Total Customer Calls Drives Energy • Reduced PMs Savings and More Work Orders *At less tightly managed sites, Ops and Energy savings can exceed 30% n 1 2 3 4 5 6 7 8 9 tio d d d d d d d d d nt a rio rio rio rio rio rio rio rio rio e Pe Pe Pe Pe Pe Pe Pe Pe Pe em pl Im Baseline Energy Maint. Activity 29
  • 30. Building a Smarter Planet Key Data Required  Assess data availability of maintenance costs. Can you measure: • Labor/Materials/Subcontracted? • Percentage of each element of the total?  Does your Agency use a Work Order logistic system?  Is a standardized Preventive Maintenance program in place?  Do the maintenance techs record hours/cost against Work Orders?  What level of data is tracked? • How is it categorized? • How much history is sufficient?  Build credibility across your site using data from an initial pilot 30
  • 31. Building a Smarter Planet Where to Start? Typical Energy Drivers By Cluster (Based on IBM Data) Clusters Data Office Labs and Energy Drivers Manufacturing Centers Spaces Research Total Spend HVAC 20 % 10 % 50 % 30 % 27 % Data Center Equipment --- 65 % --- 25 % 22 % Central Utility Plant (CUP) 25 % 20 % --- 20 % 16 % Manufacturing Processes 45 % --- --- --- 14 % and Tools Lighting 10 % 5% 25 % 10 % 13 % Plug Load --- --- 25 % 15 % 8% Total Spend 30 % 28 % 28 % 13 % 100% 31
  • 32. Building a Smarter Planet Work Order Hours Analysis by Equipment Class All Other Classes Shop Equip Plum bing Fans CRAC Fire Prot. Alarm Manual Door Kitchen Electric LV Pum p Determine Number of Hours Com p. Air Covered Chiller Condensate Rec. Rest Room Architectual Lighting AHU WO Hours Initial Analytic Opportunity (IBM Relative Data) 32
  • 33. Building a Smarter Planet IBM Cost Reduction Results at One Site: 8% Energy Savings Energy Consumption Exceeds Spec Equipment Not on Automatic Schedule 2.5% Savings 2% Savings KWH Usage KWH Usage 00 00 00 00 00 :00 :00 :00 :00 :00 :00 :00 00 00 00 00 00 0 0 0 0 0 0 0 :0 :0 :0 :0 :0 :0 :0 1: 3: 5: 7: 9: 11 13 15 17 19 21 23 9: 1: 3: 5: 7: 17 19 21 11 13 15 23 Unit Performance Operational Schedule Unit Performance Operational Baseline Steam Leak Dual Energy Savings Opportunity Identified by Analytics Chilled Water and Steam AHU Air Flow Temp. Delta 15 3.5% Savings 5 -5 -15 -25 -35 00 00 00 00 00 00 00 00 00 0 0 0 0 0 0 0 0 0 0 0 0 0 0 :0 :0 :0 :0 :0 :0 :0 :0 :0 :0 :0 :0 :0 :0 2: 3: 4: 5: 8: 9: 1: 6: 7: 11 12 13 14 17 18 19 20 23 10 15 16 21 22 Actual Normal Operation 33
  • 34. Building a Smarter Planet Sample Smarter Building Equipment Work Order Savings Work Order # and Hours Average Hours Per WO 200% - 34% 150% 100% Ave Hr/WO 50% Baseline 0% - 16% Pre IIBM Post IIBM Prior Yr Qtrly Q410 Q111 Q211 Q311 Q411 ave -50% Compounding Productivity Impact -100% 2) 16% Reduction in # of Work Orders # of WO WO Hours 3) 34% Productivity in Remaining WO 34 34
  • 35. Building a Smarter Planet Other Areas of Opportunity to Consider All Other Classes Shop Equip Plum bing Fans CRAC Future Savings Opportunities Fire Prot. Alarm driven by: Manual Door • New Rules Kitchen • Wireless Sensors Electric LV Pum p Com p. Air Chiller Condensate Rec. Rest Room Architectual Lighting AHU WO Hours Expanded Smart Building Analytic Opportunity / 30% of Total Work Order Hours 35
  • 36. Building a Smarter Planet Proposed Mission: Reducing NASA’s Infrastructure Costs Challenges Faced by Real Estate Executives Step 1. Right Size Your Internal Space Step 2. Energize Your Workforce Step 3. Listen to Your Buildings Step 4. Apply Analytics to Support Your Decision Processes 36
  • 37. Building a Smarter Planet Analytics Landscape for Decision Support of Cost Take Out Stochastic Optimization How can we achieve the best outcome including the effects of variability? Prescriptive Optimization How can we achieve the best outcome? Predictive modeling What will happen next if? Degree of Capability Forecasting What if these trends continue? Predictive Simulation What could happen…? Alerts What actions are needed? Query/drill down What exactly is the problem? Ad hoc reporting How many, how often, where? Descriptive Standard Reporting What happened? Degree of Complexity Based on: Competing on Analytics, Davenport and Harris, 2007 37
  • 38. Building a Smarter Planet Energy Program Idea Evolution – Crawl, Walk, Run! Procedures Controls Technology Prototype (change what you do) (control how you do it) (change the resource) (new generation) Equipment On/Off Motion Sensors Belzona Pump Free Cooling Schedule Coating System Automated Lights On/ Utilize Inbound Water Off Ultrapure H20 High-Efficiency Pressure Membrane Chiller Vending-Misers Tester Idle Program Solid-State Chillers Variable Frequency Exhaust Balancing Drives Upgrade Lights T12 to Cost of Ideas Reviews T8 to LED RF Generator Controls Load Reductions Digital Control Conversions Idea Advancement 38
  • 39. Building a Smarter Planet Decision Trees for Proven Energy Initiatives Demand Side Easier Supply Side  Partnering with Internal Users  Supplier Relations  Change Set Points  Risk Management  Efficient Lighting  Motion sensors, Lighting Controls  Centralized Purchasing  Outside Air Rebalance  Daily Market Analysis  Compressed Air Leak Surveys  Financial Derivatives  Controls Upgrades  Physical Collars  DC Air Flow Management  Demand Response  HVAC Recommissioning  Variable Speed Drives  Rate Case Interventions  DC Server Virtualization  Utility Negotiations  Schedule Changes  Comprehensive Purchasing Strategy  Boiler Rebuilds  Renewable Energy  Energy Efficient Motors  Regional Policy Issues  Free Cooling  Chiller Replacements But how do these stack up Harder in ROI for Base Ops? 39
  • 40. Building a Smarter Planet Manual Decision Support Matrix Cost RS5: Renewable Energy (ROI %) last RD13: DC Air Flow Management (ROI %) RD6: HVAC Re-commissioning (ROI %) RS10: Financial Derivatives (ROI %) RD5: DC Server Virtualization (ROI %) RD12: Energy Efficient Motors (ROI %) RS4: Physical Collars (ROI %) RD4: Boiler Rebuilds (ROI %) Impact RS6: Risk Management (ROI %) RD11: Motion sensors, Lighting Controls (ROI %) RD10: Efficient Lighting (ROI %) RD3: Variable Speed Drives (ROI %) RS7: Regional Policy Issues (ROI %) RD2: Controls Upgrades (ROI %) RD9: Compressed Air Leak Surveys (ROI %) RS3: Comprehensive Purchasing Strategy (ROI %) RD8: Outside Air Re-balance (ROI %) RS8: Daily Market Analysis (ROI %) RS2: Centralized Purchasing (ROI %) RS9: Rate Case Interventions (ROI %) RS1: Supplier Relations RD1: Partnering with Internal Users (ROI %) RD7: Change Set Points (ROI %) Start Supply Initiative Demand Initiative (savings generated may be used to fund other high ROI projects) 40

Notas del editor

  1. IBM Confidential
  2. IBM Confidential
  3. IBM Confidential
  4. IBM Confidential
  5. We analyzed the spend of the 4 clusters by 6 energy drivers. For example, we determined through benchmark studies and expert analysis, the percentage of usage by energy drivers. For example, the Office space column, 50 % of the usage is HVAC, 30 % is lighting, and 20 % is plug load. While the spend by clusters is interesting, the spend by energy drivers allows us to appreciate what generates our costs and their relative magnitude. This allows the geographies, regions and sites to focus our efforts the these cost elements, and prioritize our efforts. Through this analysis we have identified HVAC and data center equipment as the largest drivers of electrical usage. Estimated spend dollars is for Top 100 sites only except $4M for “Other” cluster
  6. Use of wireless sensors is increasing – sensors will be measuring things not measured before PRO: This would provide a lot more data Would be easier to implement (no wires…) Possibly easier to deploy a new IIBM rule CON: A lot more data requires a lot more analysis (sorting useful from not) Would need to add hubs and IT system infrastructure Smarter building requirements for wireless sensors – Open protocol Reliable Calibration is infrequent