SlideShare una empresa de Scribd logo
1 de 15
Descargar para leer sin conexión
Customer-oriented Networks: A North American Perspective
Network Transformation Roadmap (NTR) Program
Commonwealth Scientific & Industrial Research Organisation (CSIRO)
Australia
Paul De Martini
ICF International
September 3, 2015
About the Author
Paul De Martini is a Senior Fellow at ICF International and a Visiting Scholar at the California Institute of
Technology. His advisory and research work focuses on customer-centric business models, integration of
distributed energy resources and grid modernization. Paul draws on his prior experience as Chief
Technology & Strategy Officer for Cisco’s Energy Networks business, Vice President of Advanced
Technology at Southern California Edison, and market development roles as an executive with leading
North American competitive energy services firms. He currently facilitates California’s More Than Smart
working group and is an advisor to the New York Reforming the Energy Vision, Market Design & Platform
Technology working group.
Contents
Introduction ..................................................................................................................................................1
Customer-centric NSP...................................................................................................................................2
Structured vs. unstructured evolution......................................................................................................2
Customers in Regulatory-Financial Context..............................................................................................3
Essential Characteristics................................................................................................................................5
Customer Expectations.............................................................................................................................5
Customer Engagement Evolution .............................................................................................................6
Network Services Customers/Users..............................................................................................................7
Prosumers.................................................................................................................................................7
Merchant Users.........................................................................................................................................8
NSP Services: Present & Future ....................................................................................................................8
NSP Services by Customer Category.........................................................................................................8
NSP Services Examples..............................................................................................................................9
Conclusion...................................................................................................................................................12
1
Introduction
Changing customer needs are leading to the growth of distributed energy resources (DER)1, a
development which is transforming the utility industry worldwide. Utilities and policymakers in North
America and globally are focusing their strategies on creating 21st-century customer services and
electric distribution platforms that provide superior customer value. Network modernization and
customer operations investments create a foundation for the future, but are not sufficient.
An ideal strategy will position electric network service providers (NSP) to successfully navigate and
influence the evolving utility business model to transition from the historical load-serving paradigm to a
new customer-centric service-based paradigm, being mindful of three key goals:
1. Maintain the franchise (social license) via providing and enabling superior value options for
customers;
2. Sustain relevance in the 21st century economy; and as a result
3. Secure the utility as an investment vehicle.
The significant uncertainty about the future means that NSP strategy must provide optionality for the
utility to be in the best position to thrive under a wide spectrum of potential future business models.
However, several key aspects of a successful model are clear:
 The preferred NSP model must create value for customers
 The preferred NSP model must also achieve financial recovery of the use of the network
 The preferred NSP model will utilize the utility’s competencies as a network owner and operator
Customer decisions regarding alternatives to manage energy costs and improve reliability, based on
policy incentives - or not, are creating substantial change in the use and related value of the distribution
network. The adoption patterns observed globally to-date, along with the related impacts to distribution
system operation, can help clarify the key interrelationships between customers and NSP business.
Figure 1 below illustrates a three-stage evolutionary framework for a customer-centric distribution
network as is developing in North America.
Figure 1: Customer-centric Network Evolution
1 Distributed resources includes demand response, energy efficiency, renewable and clean distributed generation, distributed
energy storage and electric vehicles. While back-up generation is not usually part of the DER definition, this paper also
considers customer adoption of back-up generation for reliability enhancement.
2
This framework is based on the assumption that NSP services and infrastructure will evolve in response
to both bottom-up (customer choice) and top-down (public policy) drivers. The yellow line represents
customer DER adoption in a NSP service area and regulatory jurisdiction. Thus, each stage represents
the effects of both increasing customer adoption of DER and a set of public policies enabled by
technological innovation. Each level includes additional services and functionalities to support the
greater amounts of DER adoption and the level of system integration desired. Each level expands on the
capabilities developed in the earlier stage expanding the role of customer decisions into electric system
operations. The result is an increasingly customer-centric system.
Customer-centric NSP
Traditionally, electric network utilities largely viewed customers as predicable load under a monopoly
franchise model in which generation was seen as the profit center – not customers. This has evolved
over the past two decades through various global electric industry restructuring efforts and emergence
of commercially viable alternatives to customers’ use of utility services. Utility focus has shifted to more
clearly understand the interrelationships between their customers’ decisions and a) network planning
and operations, and b) utility financial performance in the context of revenues and regulatory
authorizations.
Structured vs. unstructured evolution2
Customer decisions regarding energy use, DER adoption and selection of adjacent services are a material
disruptive force on the operation of electric networks. To better understand the implications of the
three developmental stages just described, it is useful to distinguish between “structured” and
“unstructured” industry evolution. These are two very different models for how change can occur in a
large-scale complex system: a) gradual change guided by policy and regulation and adaptation on the
part of the existing system construct (“structured”), and b) dramatic change driven by customers and
external forces such as technology and business innovation that disrupts the existing structural elements
and their relationships and requires more systemic reorganization of the system (“unstructured”). In the
electricity industry context, these two models have different implications for customer engagement and
services; network operations, planning and markets; and for regulatory reforms needed.
Structured evolution occurs without significantly disrupting the existing industry structure, through
measured policy and regulatory changes that affect the pace of DER adoption to a considerable degree.
The growth of DER adoption in Stage 1 is largely structured evolution driven by policy. As a result, it is
more a process of adaptation to changing conditions, or accommodation or integration of new entrants
and technologies, rather than a dramatic change in paradigm. In contrast, a shift toward unstructured
customer-driven evolution, as technologies reach commercial viability and cost-effectiveness, emerges
in Stage 2 and is predominant in the more revolutionary step to Stage 3 — a high-DER, more
decentralized power system with peer-to-peer energy trading across the distribution.
Each state and locality will experience customer adoption at a different pace based on when the cost-
effectiveness of a DER solution equals or is less than the customer’s cost of electric service.
Technological advancements will diminish the ability for policy makers and regulators to shape the pace
and dispersion of customer DER adoption. Utilities are recognizing that old deterministic models of
2 Adapted from P. De Martini and L. Kristov, Distribution Systems in a High Distributed Energy Resources Future Technical
Report No. 2, Future Electric Utility Regulation Series, Lawrence Berkeley National Laboratory, 2015, pre-publication
3
customer load are increasingly irrelevant and that a combination of customer behavior economic
modeling, marketing propensity analysis and probabilistic network planning is necessary.
This means that electric network service providers need to understand customer behavioral economics
(in addition to electric system economics) and new ways to engage customers to adopt and utilize DER
within a more holistic manner that is beneficial for all customers and the network owner. This includes
recognizing and valuing the net benefits can be achieved from leveraging customer DER across a modern
electric network platform.
Customers in Regulatory-Financial Context3
Utilities are also increasingly recognizing enabling alternatives (as opposing) may better position them
with customers in terms of financial and regulatory outcomes based on enhanced social license. Studies
over the past decade have shown material positive correlation between a utility’s customer satisfaction
ratings and profitability through favorable regulatory authorizations and credit ratings.
A 2005 report by Standard & Poor’s (S&P)4, indicated there is a “fairly strong correlation” between
customer satisfaction and a supportive utility regulatory environment which can indicate better credit
quality. S&P’s analysis compared its opinion of a utility’s regulatory environment and the J.D. Power and
Associates Customer Satisfaction Index (CSI).
More recently, a 2012 J.D. Power study5 of regulated electric utility customer satisfaction results in the
U.S. showed that higher levels of customer satisfaction is linked with higher profitability as shown in
Figure 1. Specifically, that regulated utilities in the top quartile of customer satisfaction one year prior to
a rate case had 0.5% higher ROE than the bottom quartile. Also, the study found utilities in the top
quartile received rate increases closer to their requests than did utilities in the bottom quartile.
Figure 2: J.D. Power, 2011 Industry Quartiles Based On Overall Customer Satisfaction
While these linkages have been increasingly established, utilities have been slow to internalize the
“value of customers” in their business strategies. This has changed more recently as customers have
chosen alternatives. Utilities in North America and globally have begun to explore the interdependencies
between providing electric network services essential to modern life and the more clearly understood
relationship to social license created by satisfied customers necessary for a regulated business.
3 Adapted from P. De Martini, Customer Driven Utility Business Models, Edison Electric Institute, 2014
4 T. Shipman, Customer Satisfaction Levels Can Affect U.S. Utility Credit Quality, Standard & Poor’s Ratings Direct Service.
August 2005
5 A. Heath and D. Seldin, How Customer Satisfaction Drives Return On Equity for Regulated Electric Utilities, JD Power &
Associates, May 2012
4
This examination has expanded beyond customer satisfaction to explore dimensions of customer loyalty
as it becomes more relevant for network providers in a disruptive competitive environment. Customer
satisfaction is not a measure of loyalty – meaning that high customer satisfaction doesn’t mean a
customer won’t choose another alternative when given a choice. As such, loyalty may be a better
measure to assess the future relationship with customers in the context of new business options. A key
loyalty issue today is whether customers believe that “my utility does what’s right for me even if it’s not
best for them.”
This is a critical issue for regulators and utilities to consider in shaping electric network provider roles
and services and customer expectations. Misalignment between standard network service and related
regulation, and customers’ expectations for differentiated services can create unintended customer
misperception. In 2013, Accenture highlighted that “just 24 percent of consumers trust their utility to
inform them of actions they can take to optimize energy consumption”, based on their annual utility
customer survey.6 Bain & Company’s global loyalty survey7 of industries found similar results as
highlighted in the Figure 3 below. Any discussion of new utility business models and regulation should
consider alignment with customer’s interests.
Figure 3: Bain & Co. Industries' Net Promoter Scores
However, all is not lost for NSPs as a Swiss Re survey8 showed more customers would rather buy
renewable energy from utilities than generate their own. The issue for utilities and regulators to
consider is what network business options and related services are needed to enhance customer
satisfaction and ensure long-term loyalty in order to maximize value for all customers. This requires
deeper customer engagement and collaboration with all customer segments. As an executive with a
large U.S. retailer shared at the 2014 Edison Electric Institute National Key Accounts Workshop, “We
need to discuss potential business that we have together. We need to look at each other as valued
business partners.”
6 Accenture, 2013 New Energy Consumer research study, Accenture press release, June 2013
7 J. Moerkerken, K. Petrick, A. Dullweber and B. Hamilton, Turning On Utility Customer Loyalty, Bain & Company, 2012
8 Cited in J. St. John, Consumers Want Green Energy From the Utility if the Price Is Right, Greentech Media, Nov. 19, 2013
5
Essential Characteristics
Defining the essential characteristics of customer-orientation for long-term NSP success starts with
understanding customer expectations (“voice of the customer”), in addition to policy objectives as
regulated network providers continue to be viewed as facilitators of public policy.9 These expectations
and objectives provide the basis for identifying the direction and shape of customer engagement,
services and enabling technology platforms.
Customer Expectations
Business and organizations across all industry sectors are facing the challenge of responding to well-
informed customers with high expectations. As J.D. Power noted in 2014, “Consumers are becoming
more familiar with a higher level of service in their daily activities with other service providers and, as a
result, their expectations are rising.” An expectation economy, has emerged enabled by unfettered
access to information regarding the best and most relevant products and services anytime and
anywhere via ubiquitous Internet connectivity. For the electric industry these include increased
expectations regarding options for lowering cost, eco-friendly energy supply and enhancing service
reliability that include the ultimate control of doing-it-yourself.
Active Energy Management
Commercial customer decisions on energy cost management “have become an integral aspect of
managing key financial, energy security, brand, regulatory and competitive risks,” according to a recent
Ernst & Young (E&Y) survey of 100 global corporations.10 Similarly, a 2014 Smart Grid Consumer
Collaborative survey found, “most consumers voice a desire to reduce their energy bills, not be wasteful,
and express a belief that they are energy conscious.” Customers are taking advantage of greater access
to information and automation to manage their energy spending.
Alternative Energy Supply
Customers are seeking alternative distributed generation supply options based on retail costs, reliability,
and environmental objectives. The over 50% decline in rooftop solar prices since 2010 and expectation
for continued reductions may allow rooftop solar to reach retail parity11 in the most populous states in
America within 10 years. Also, by 2020 rooftop solar PV systems in North America will be bundled with
energy storage as the standard customer offering from leading firms, such as SolarCity12 and SunPower.
Sustained low natural gas prices in North America have spurred a renewed interest in combined heat
and power as another option, particularly in microgrids and sustainable city developments. The
economics of alternatives do vary greatly by utility service area based on local service factors, including
applicable tariffs, regulation, federal and state subsidies, and individual customers’ perception of value,
but the overall trend is clear.
Reliability Enhancement
Recent major weather events in the U.S. have highlighted the value of reliable electric service to
customers, communities, and local economies. As a result, residential and commercial customers are
9 The policy role is often ignored in the current U.S. discussions regarding network provider models in a more competitive
and potentially disruptive environment.
10 Cleantech Matters, Global competitiveness Global cleantech insights and trends report, Ernst & Young, 2012
11 Retail parity is the price in which the customer’s cost of buying/leasing solar PV equals their applicable tariff rate. Retail
parity includes the cost reduction from federal and/or state incentives.
12 Public comments by SolarCity COO Peter Rive at the October, 2014 More Than Smart workshop in California as reported by
GreenTech Media.
6
adopting onsite back-up generation at an average annual growth rate of 10% since 2005 according to
Generac, the U.S. market leader. Generac also recently estimated current U.S. residential market
adoption at over 3% for stationary and 13% for portable generators. Reliability is also a significant
concern for critical city emergency services, military and business. This is leading a growing number of
customers to consider microgrids13 that can integrate energy management systems with onsite clean
and backup generation to create improved resiliency.
Customer Engagement Evolution
Many utilities recognize they have a way to go in achieving true engagement across their customer base
and operations. This requires addressing the evolution of customer engagement as is developing in
many industries in terms of enabling greater customer control through information and choices,
providing operational/market context for customers, collaboratively interacting with customers, and
seeking opportunities to co-create value through customer partnerships. These elements are not
sequential and should be pursued within a holistic customer engagement strategy and implementation
plan. These plans have been implemented as part of a customer journey14 initiated with smart meter
deployments or other pervasive customer touch programs.
Figure 4: Customer Engagement Evolution
Customer in Control
The first step in in a 21st
Century customer engagement strategy is providing the information and
decision support tools to empower customers to make informed decisions regarding the various means
and alternatives to manage their energy budgets. This is being expanded to include information on
alternatives for energy supply and enhancing reliability. Automated access is simple and available to 3rd
parties via customer authorization.
13 Microgrid is a group of interconnected customer loads and distributed energy resources that acts as a single controllable
entity that can operate in integrated or independent modes to increase reliability for the customer/s.
14 Southern California Edison and BC Hydro implemented such a customer journey as part of their smart meter/smart grid
deployments leveraging experts from IDEO, the global human-centered innovation and design firm.
7
Customer in Context
Customer information (utility, public and 3rd
party proprietary) combined with operational information
developed through greater use of analytics and geospatial data enables contextual insights for both
customer decisions as well as planners and operators. This mutually beneficial information spans
distribution network hosting capacity for DER development to targeted demand side management
program design to real-time outage and restoration information.
Customer Collaboration
Customer interaction is increasingly being explored for not only self-service operational savings, but also
market participation opportunities and information about outages and damage assessment after
storms. This information exchange not only uses structured data, but also unstructured information
from social media sites such as Twitter, YouTube and Instagram regarding, for example, outages and
storm damage.
Customer Co-creation
Customer DER is increasingly viewed as a viable alternative to traditional generation, transmission and
distribution investment. In this context, customers and their merchant providers become co-creators of
the future integrated grid. The opportunities to expand value creation extend to the electrification of
transportation to achieve greenhouse gas reduction objectives as well as local municipal partnerships to
achieve sustainable urban development globally.
Network Services Customers/Users
Network services customers are evolving and expanding with the adoption of DER and opening of
market opportunities for these resources to provide services to market and network operators. Many
customers will continue to receive more traditional network services, with perhaps options for greater
information access and enhanced reliability. However, there is a growing segment of business and
residential customers, prosumers, that are adopting DER that are using the network in new ways (e.g.,
bi-directional use) and related services (e.g., virtual energy storage). Additionally, an emerging set of
merchant customers that are using the network as a means of enabling transactions with both
consumers and prosumers. The following discusses the emergence of prosumers and merchant users.
Prosumers
The evolution of certain customers (regardless of business or residential segment) becoming prosumers
– that is, producing excess energy and related services as well as consuming delivered energy from the
power system, is well established. The network and related services largely involve delivery and market
access services to participate in wholesale markets. Additionally, services may include DER portfolio
management and optimization for customers’ assets. For government customers, the needs may
involve a larger scope of services related to urban sustainable development through zero net energy and
enhanced reliability solutions. These solutions more often propose to integrate various renewable and
clean resources to serve multiple end-users leveraging NSP infrastructure, and DER asset management
and monetization.
8
Merchant Users
A set of merchant users are emerging for distribution network services, similar in nature to those in
wholesale markets, including:
Energy Service Providers
Competitive, unregulated Energy Services Providers (ESP), such as Constellation, Direct Energy and NRG
in North America, and new non-profit Community Choice Aggregators will continue to bundle energy
with other value added services including onsite generation, storage and demand response technology
for customers. These ESPs will be customers of the NSP in terms of transporting energy and related
services across the distribution network between the customer and the wholesale market. Also, as DER
grows, ESPs will likely seek to avoid transmission system charges by transacting over local distribution
networks where possible.
DER Aggregators
The role of aggregating non-commodity energy services by for profit firms and government sponsored
non-profit organizations will evolve to include aggregation of DER resources that supply network
management services as alternatives to generation and network investment. In the U.S. demand
response aggregators like EnerNoc and Comverge, are being joined by DER developers like SolarCity and
SunPower and non-profit state demand side management organizations15 in distribution and
transmission level markets.
Technology Platform Service Providers
As a distribution market place evolves, opportunities to access and mine customer transactional data
may develop. Companies like Google, Apple, ADT (home security), Comcast (cable service provider) and
others are looking to adapt and expand their hardware and software technology platforms to offer
energy-related services to customers. They are also looking to monetize the latent value from the
intelligent building or home energy devices and consumer energy conservation. This value monetization
will involve use of electric network services in many cases to monetize the system energy and capacity
value.
NSP Services: Present & Future
Network service providers may expand the range of services for existing business, government and
residential consumers without DER, prosumers with DER and emergent merchant users of the
distribution network. Today, utilities across North America have begun the process of redefining existing
services and identifying new services to meet the changing needs of customers. The following is a
summary of this ongoing exploration.
NSP Services by Customer Category
Figure 5 below highlights existing and potential future NSP service offerings by customer category. This
list is based on current customer service offerings and announced service demonstrations by North
America utilities. The future services listed have been discussed in several research papers and in the
New York Reforming the Energy Vision (REV) regulatory proceeding and subsequent Market Design and
Platform Technology working group.
15 Examples include Hawaii Energy and Efficiency Vermont
9
Figure 5: NSP Services by Customer Category
NSP Services Examples
The following figures 5 and 6 highlight representative NSP service offerings based on the list above for
Consumers, Prosumers and Merchant customers as proposed, in demonstration or currently available in
North America.
10
Consumer Service Examples
Figure 6: NSP Services Examples for Consumers
11
Prosumer & Merchant Services Examples
Figure 7: NSP Services Examples for Prosumer & Merchant Customers
12
Conclusion
The electricity industry is experiencing a sea change across the world: distributed energy resources are
being deployed by customers who are increasingly seeking options to augment existing NSP service that
are more economic, environmentally friendly and offer improved reliability. This trend is expected to
continue its rapid growth through the next decade through accelerating technological and business
innovation. It is important to note that while there has been strong growth rates, customer adoption of
distributed resources is currently at a relatively early stage of market adoption. There remains
significant potential for NSPs to benefit from further growth through a more customer-centric and
distributed power system.
However, new NSP strategies will be required involving new business models and regulation based on a
fundamental shift to customer-centric thinking. The convergence of new energy and information
technologies, expansion of electric markets, pervasive connectivity and related rise of social businesses
allow business strategies and customer engagement that were not possible a decade ago.
As such, the time is now for NSPs to consider the following and begin a journey with their customers –
all of their customers – including those that may be disrupting aspects of the traditional service model.
 Customers’ perceived value of NSP service drives enterprise value through revenues and social
license. Customer satisfaction is an excellent starting point, but delving deeper into customer
loyalty is needed to more fully understand the changing nature of customer perceptions in a
wider competitive landscape.
 NSPs need to engage customers on all four dimensions; control, context, collaboration and co-
creation to plan and operate a 21st
Century electric network. Close engagement will also yield
insights into customer decision making that has the potential for material changes (positive and
negative) in the operation of a network as well as opportunities for new mutually beneficial
value creation with customers.
 NSPs should explore opportunities to facilitate customer choice as the value of doing the right
thing for customers now may be a primary factor for future success in a more customer-centric
electric system.
 NSP customers are expanding to include prosumers and merchants that have generally viewed
as competitors – these customers have new service needs with associated revenue potential
that may more than offset the loss of traditional revenue.16
 Business model pilots are an effective approach to validate new NSP services - allowing
validation of customer acceptance, revenue models, and processes and technologies toward
production service launch. Global experience with new NSP business models and revenue
opportunities is growing and opportunities for best practice sharing is expanding.
16 New York’s NYSERDA research organization is conducting an analysis of the revenue potential from these types of services
that is expected to be completed by the end of 2015.

Más contenido relacionado

La actualidad más candente

Rate Designs for Changing Times
Rate Designs for Changing TimesRate Designs for Changing Times
Rate Designs for Changing TimesJohn Wolfram
 
Data and The Electricity Grid
Data and The Electricity GridData and The Electricity Grid
Data and The Electricity GridPaul De Martini
 
Richard Cowart - Delivering Energy Efficiency on a Large Scale: Challenges an...
Richard Cowart - Delivering Energy Efficiency on a Large Scale: Challenges an...Richard Cowart - Delivering Energy Efficiency on a Large Scale: Challenges an...
Richard Cowart - Delivering Energy Efficiency on a Large Scale: Challenges an...noe21
 
Advanced techno-economic modelling of distribution network investment require...
Advanced techno-economic modelling of distribution network investment require...Advanced techno-economic modelling of distribution network investment require...
Advanced techno-economic modelling of distribution network investment require...Power System Operation
 
A national perspective on using rates to control power system costs (recommen...
A national perspective on using rates to control power system costs (recommen...A national perspective on using rates to control power system costs (recommen...
A national perspective on using rates to control power system costs (recommen...bobprocter
 
De Martini - UCLA SMERC conf. Mar 22, 2013
De Martini - UCLA SMERC conf.  Mar 22, 2013De Martini - UCLA SMERC conf.  Mar 22, 2013
De Martini - UCLA SMERC conf. Mar 22, 2013Paul De Martini
 
Accenture digitally-enabled-grid-pov-utility-distribution
Accenture digitally-enabled-grid-pov-utility-distributionAccenture digitally-enabled-grid-pov-utility-distribution
Accenture digitally-enabled-grid-pov-utility-distributionStu Laurie
 
ena_future_network_cost_august_2015
ena_future_network_cost_august_2015ena_future_network_cost_august_2015
ena_future_network_cost_august_2015Garth Crawford
 
Future market platforms and electric network optimization
Future market platforms and electric network optimization Future market platforms and electric network optimization
Future market platforms and electric network optimization Paul De Martini
 
Capgemini ses - smart grid operational services - todays smart metering bro...
Capgemini   ses - smart grid operational services - todays smart metering bro...Capgemini   ses - smart grid operational services - todays smart metering bro...
Capgemini ses - smart grid operational services - todays smart metering bro...Gord Reynolds
 
Capgemini_Smart Meter POV_2009
Capgemini_Smart Meter POV_2009Capgemini_Smart Meter POV_2009
Capgemini_Smart Meter POV_2009Jeffrey Norman
 
IRJET- Service Quality in Distribution Systems with Deep Penetration of Renew...
IRJET- Service Quality in Distribution Systems with Deep Penetration of Renew...IRJET- Service Quality in Distribution Systems with Deep Penetration of Renew...
IRJET- Service Quality in Distribution Systems with Deep Penetration of Renew...IRJET Journal
 

La actualidad más candente (15)

Kennerly1Dec2014
Kennerly1Dec2014Kennerly1Dec2014
Kennerly1Dec2014
 
Rate Designs for Changing Times
Rate Designs for Changing TimesRate Designs for Changing Times
Rate Designs for Changing Times
 
Data and The Electricity Grid
Data and The Electricity GridData and The Electricity Grid
Data and The Electricity Grid
 
Richard Cowart - Delivering Energy Efficiency on a Large Scale: Challenges an...
Richard Cowart - Delivering Energy Efficiency on a Large Scale: Challenges an...Richard Cowart - Delivering Energy Efficiency on a Large Scale: Challenges an...
Richard Cowart - Delivering Energy Efficiency on a Large Scale: Challenges an...
 
Advanced techno-economic modelling of distribution network investment require...
Advanced techno-economic modelling of distribution network investment require...Advanced techno-economic modelling of distribution network investment require...
Advanced techno-economic modelling of distribution network investment require...
 
Analysis group
Analysis groupAnalysis group
Analysis group
 
A national perspective on using rates to control power system costs (recommen...
A national perspective on using rates to control power system costs (recommen...A national perspective on using rates to control power system costs (recommen...
A national perspective on using rates to control power system costs (recommen...
 
Policy guide
Policy guidePolicy guide
Policy guide
 
De Martini - UCLA SMERC conf. Mar 22, 2013
De Martini - UCLA SMERC conf.  Mar 22, 2013De Martini - UCLA SMERC conf.  Mar 22, 2013
De Martini - UCLA SMERC conf. Mar 22, 2013
 
Accenture digitally-enabled-grid-pov-utility-distribution
Accenture digitally-enabled-grid-pov-utility-distributionAccenture digitally-enabled-grid-pov-utility-distribution
Accenture digitally-enabled-grid-pov-utility-distribution
 
ena_future_network_cost_august_2015
ena_future_network_cost_august_2015ena_future_network_cost_august_2015
ena_future_network_cost_august_2015
 
Future market platforms and electric network optimization
Future market platforms and electric network optimization Future market platforms and electric network optimization
Future market platforms and electric network optimization
 
Capgemini ses - smart grid operational services - todays smart metering bro...
Capgemini   ses - smart grid operational services - todays smart metering bro...Capgemini   ses - smart grid operational services - todays smart metering bro...
Capgemini ses - smart grid operational services - todays smart metering bro...
 
Capgemini_Smart Meter POV_2009
Capgemini_Smart Meter POV_2009Capgemini_Smart Meter POV_2009
Capgemini_Smart Meter POV_2009
 
IRJET- Service Quality in Distribution Systems with Deep Penetration of Renew...
IRJET- Service Quality in Distribution Systems with Deep Penetration of Renew...IRJET- Service Quality in Distribution Systems with Deep Penetration of Renew...
IRJET- Service Quality in Distribution Systems with Deep Penetration of Renew...
 

Destacado (17)

Tip - Spring Mid Cap event a Parigi (1 e 2 luglio 2015)
Tip - Spring Mid Cap event a Parigi (1 e 2 luglio 2015)Tip - Spring Mid Cap event a Parigi (1 e 2 luglio 2015)
Tip - Spring Mid Cap event a Parigi (1 e 2 luglio 2015)
 
Library meeting #7
Library meeting #7Library meeting #7
Library meeting #7
 
Progetto "TIPO" TIP - pre IPO S.p.A.
Progetto "TIPO" TIP - pre IPO S.p.A.Progetto "TIPO" TIP - pre IPO S.p.A.
Progetto "TIPO" TIP - pre IPO S.p.A.
 
TIP - Star Conference 2013
TIP - Star Conference 2013TIP - Star Conference 2013
TIP - Star Conference 2013
 
Cosmetice Aquabelle
Cosmetice AquabelleCosmetice Aquabelle
Cosmetice Aquabelle
 
TIP - Kepler-Chevreux Autumn Conference 2013
TIP - Kepler-Chevreux Autumn Conference 2013TIP - Kepler-Chevreux Autumn Conference 2013
TIP - Kepler-Chevreux Autumn Conference 2013
 
TIP - UBS (London)
TIP - UBS (London)TIP - UBS (London)
TIP - UBS (London)
 
Tip - presentazione Frankfurt Midcap Event 2015
Tip - presentazione Frankfurt Midcap Event 2015Tip - presentazione Frankfurt Midcap Event 2015
Tip - presentazione Frankfurt Midcap Event 2015
 
Tacy Bylismy
Tacy BylismyTacy Bylismy
Tacy Bylismy
 
Tip - presentazione star conference (24-25 marzo 2015)
Tip - presentazione star conference (24-25 marzo 2015)Tip - presentazione star conference (24-25 marzo 2015)
Tip - presentazione star conference (24-25 marzo 2015)
 
Tip - Presentazione (London) 11-5-2016
Tip - Presentazione (London) 11-5-2016Tip - Presentazione (London) 11-5-2016
Tip - Presentazione (London) 11-5-2016
 
Tip - Le eccellenze del Made in Europe (Firenze) 20 maggio 2016
Tip - Le eccellenze del Made in Europe (Firenze) 20 maggio 2016Tip - Le eccellenze del Made in Europe (Firenze) 20 maggio 2016
Tip - Le eccellenze del Made in Europe (Firenze) 20 maggio 2016
 
Selling for Founders
Selling for FoundersSelling for Founders
Selling for Founders
 
Yeni Medya Çalışmaları 3
Yeni Medya Çalışmaları 3 Yeni Medya Çalışmaları 3
Yeni Medya Çalışmaları 3
 
Luxury & Finance (6-12-2016)
Luxury & Finance (6-12-2016)Luxury & Finance (6-12-2016)
Luxury & Finance (6-12-2016)
 
Domino's pizza
Domino's pizzaDomino's pizza
Domino's pizza
 
Mga Buwan Sa Isang Taon
Mga Buwan Sa Isang TaonMga Buwan Sa Isang Taon
Mga Buwan Sa Isang Taon
 

Similar a Customer-Centric Networks: Understanding the Evolution to Distributed Energy Resources

Net Energy Metering, Zero Net Energy and The Distributed Energy Resource Futu...
Net Energy Metering, Zero Net Energy and The Distributed Energy Resource Futu...Net Energy Metering, Zero Net Energy and The Distributed Energy Resource Futu...
Net Energy Metering, Zero Net Energy and The Distributed Energy Resource Futu...Private Consultants
 
Shared perspectives final 20160608
Shared perspectives final 20160608Shared perspectives final 20160608
Shared perspectives final 20160608Ward Lenz
 
ScottMadden's 51st State Roadmap
ScottMadden's 51st State RoadmapScottMadden's 51st State Roadmap
ScottMadden's 51st State RoadmapScottMadden, Inc.
 
Distribution Automation Challenges
Distribution Automation ChallengesDistribution Automation Challenges
Distribution Automation ChallengesMohammad Abdullah
 
Capgemini ses - smart metering pov 2007 (gr)
Capgemini   ses - smart metering pov 2007 (gr)Capgemini   ses - smart metering pov 2007 (gr)
Capgemini ses - smart metering pov 2007 (gr)Gord Reynolds
 
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ..."Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...Josh Gould
 
Case Study: Blockchain as the Foundation of Alectra's Grid Exchange Transacti...
Case Study: Blockchain as the Foundation of Alectra's Grid Exchange Transacti...Case Study: Blockchain as the Foundation of Alectra's Grid Exchange Transacti...
Case Study: Blockchain as the Foundation of Alectra's Grid Exchange Transacti...Jill Kirkpatrick
 
The 50 States of Solar_FINAL
The 50 States of Solar_FINALThe 50 States of Solar_FINAL
The 50 States of Solar_FINALJim Kennerly
 
Australian Energy Week - The Utility of the Future must act now - June 2016
Australian Energy Week - The Utility of the Future must act now - June 2016Australian Energy Week - The Utility of the Future must act now - June 2016
Australian Energy Week - The Utility of the Future must act now - June 2016Mark Coughlin
 
Executive summary Utilities opportunity and betterment
Executive summary Utilities opportunity and bettermentExecutive summary Utilities opportunity and betterment
Executive summary Utilities opportunity and bettermentSagar Zilpe
 
De Martini DOE EAC mtg 032615
De Martini DOE EAC mtg  032615De Martini DOE EAC mtg  032615
De Martini DOE EAC mtg 032615Paul De Martini
 
JEAP Article - Network depreciation and energy disruption
JEAP Article - Network depreciation and energy disruptionJEAP Article - Network depreciation and energy disruption
JEAP Article - Network depreciation and energy disruptionGarth Crawford
 
SmartGrid and the Customer Experience
SmartGrid and the Customer ExperienceSmartGrid and the Customer Experience
SmartGrid and the Customer ExperienceSocial Media Today
 
Various demand side management techniques and its role in smart grid–the stat...
Various demand side management techniques and its role in smart grid–the stat...Various demand side management techniques and its role in smart grid–the stat...
Various demand side management techniques and its role in smart grid–the stat...IJECEIAES
 
Utility Business Evolution & Innovation 072815
Utility Business Evolution & Innovation  072815Utility Business Evolution & Innovation  072815
Utility Business Evolution & Innovation 072815Paul De Martini
 
NEW BUSINESS MODELS & DIGITALIZATION IN THE ENERGY SECTOR
NEW BUSINESS MODELS & DIGITALIZATION IN THE ENERGY SECTORNEW BUSINESS MODELS & DIGITALIZATION IN THE ENERGY SECTOR
NEW BUSINESS MODELS & DIGITALIZATION IN THE ENERGY SECTORArjun Reghu
 
Rauluk Testimony Final no pics
Rauluk Testimony Final no picsRauluk Testimony Final no pics
Rauluk Testimony Final no picsValerie Rauluk
 

Similar a Customer-Centric Networks: Understanding the Evolution to Distributed Energy Resources (20)

Net Energy Metering, Zero Net Energy and The Distributed Energy Resource Futu...
Net Energy Metering, Zero Net Energy and The Distributed Energy Resource Futu...Net Energy Metering, Zero Net Energy and The Distributed Energy Resource Futu...
Net Energy Metering, Zero Net Energy and The Distributed Energy Resource Futu...
 
Shared perspectives final 20160608
Shared perspectives final 20160608Shared perspectives final 20160608
Shared perspectives final 20160608
 
The 51st State Initiative
The 51st State InitiativeThe 51st State Initiative
The 51st State Initiative
 
ScottMadden's 51st State Roadmap
ScottMadden's 51st State RoadmapScottMadden's 51st State Roadmap
ScottMadden's 51st State Roadmap
 
Distribution Automation Challenges
Distribution Automation ChallengesDistribution Automation Challenges
Distribution Automation Challenges
 
Capgemini ses - smart metering pov 2007 (gr)
Capgemini   ses - smart metering pov 2007 (gr)Capgemini   ses - smart metering pov 2007 (gr)
Capgemini ses - smart metering pov 2007 (gr)
 
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ..."Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
 
Case Study: Blockchain as the Foundation of Alectra's Grid Exchange Transacti...
Case Study: Blockchain as the Foundation of Alectra's Grid Exchange Transacti...Case Study: Blockchain as the Foundation of Alectra's Grid Exchange Transacti...
Case Study: Blockchain as the Foundation of Alectra's Grid Exchange Transacti...
 
The 50 States of Solar_FINAL
The 50 States of Solar_FINALThe 50 States of Solar_FINAL
The 50 States of Solar_FINAL
 
Australian Energy Week - The Utility of the Future must act now - June 2016
Australian Energy Week - The Utility of the Future must act now - June 2016Australian Energy Week - The Utility of the Future must act now - June 2016
Australian Energy Week - The Utility of the Future must act now - June 2016
 
Executive summary Utilities opportunity and betterment
Executive summary Utilities opportunity and bettermentExecutive summary Utilities opportunity and betterment
Executive summary Utilities opportunity and betterment
 
Bdi initiative io_e_us-ide-broschuere_tcm27-45653
Bdi initiative io_e_us-ide-broschuere_tcm27-45653Bdi initiative io_e_us-ide-broschuere_tcm27-45653
Bdi initiative io_e_us-ide-broschuere_tcm27-45653
 
De Martini DOE EAC mtg 032615
De Martini DOE EAC mtg  032615De Martini DOE EAC mtg  032615
De Martini DOE EAC mtg 032615
 
JEAP Article - Network depreciation and energy disruption
JEAP Article - Network depreciation and energy disruptionJEAP Article - Network depreciation and energy disruption
JEAP Article - Network depreciation and energy disruption
 
SmartGrid and the Customer Experience
SmartGrid and the Customer ExperienceSmartGrid and the Customer Experience
SmartGrid and the Customer Experience
 
The Integrated Grid epri
The Integrated Grid epriThe Integrated Grid epri
The Integrated Grid epri
 
Various demand side management techniques and its role in smart grid–the stat...
Various demand side management techniques and its role in smart grid–the stat...Various demand side management techniques and its role in smart grid–the stat...
Various demand side management techniques and its role in smart grid–the stat...
 
Utility Business Evolution & Innovation 072815
Utility Business Evolution & Innovation  072815Utility Business Evolution & Innovation  072815
Utility Business Evolution & Innovation 072815
 
NEW BUSINESS MODELS & DIGITALIZATION IN THE ENERGY SECTOR
NEW BUSINESS MODELS & DIGITALIZATION IN THE ENERGY SECTORNEW BUSINESS MODELS & DIGITALIZATION IN THE ENERGY SECTOR
NEW BUSINESS MODELS & DIGITALIZATION IN THE ENERGY SECTOR
 
Rauluk Testimony Final no pics
Rauluk Testimony Final no picsRauluk Testimony Final no pics
Rauluk Testimony Final no pics
 

Más de Paul De Martini

Defense Logistics Agency Conf 2017
Defense Logistics Agency Conf 2017Defense Logistics Agency Conf 2017
Defense Logistics Agency Conf 2017Paul De Martini
 
NARUC Smart Inverters 2017
NARUC Smart Inverters 2017NARUC Smart Inverters 2017
NARUC Smart Inverters 2017Paul De Martini
 
De Martini PUCO final 041817
De Martini PUCO final 041817De Martini PUCO final 041817
De Martini PUCO final 041817Paul De Martini
 
De Martini 3 stage Distribution Evolution
De Martini 3 stage Distribution Evolution De Martini 3 stage Distribution Evolution
De Martini 3 stage Distribution Evolution Paul De Martini
 
DOE Integrated Distribution Planning
DOE Integrated Distribution Planning DOE Integrated Distribution Planning
DOE Integrated Distribution Planning Paul De Martini
 
Two Visions of a Transactive Electric System
Two Visions of a Transactive Electric SystemTwo Visions of a Transactive Electric System
Two Visions of a Transactive Electric SystemPaul De Martini
 
LBNL Distribution Systems in High DER Future
LBNL Distribution Systems in High DER FutureLBNL Distribution Systems in High DER Future
LBNL Distribution Systems in High DER FuturePaul De Martini
 
Customer-oriented Electric Networks
Customer-oriented Electric Networks  Customer-oriented Electric Networks
Customer-oriented Electric Networks Paul De Martini
 
The Evolving Distribution Grid article
The Evolving Distribution Grid article The Evolving Distribution Grid article
The Evolving Distribution Grid article Paul De Martini
 
Electric Networks & Convergence paper 2015
Electric Networks & Convergence paper 2015Electric Networks & Convergence paper 2015
Electric Networks & Convergence paper 2015Paul De Martini
 
Toward a New Grid Operating Paradigm 2013
Toward a New Grid Operating Paradigm 2013Toward a New Grid Operating Paradigm 2013
Toward a New Grid Operating Paradigm 2013Paul De Martini
 
EEI Future of Distribution 2012
EEI Future of Distribution 2012EEI Future of Distribution 2012
EEI Future of Distribution 2012Paul De Martini
 
EEI State of Distribution, 2012
EEI State of Distribution, 2012EEI State of Distribution, 2012
EEI State of Distribution, 2012Paul De Martini
 
More Than Smart Overview Volume 2
More Than Smart Overview Volume 2 More Than Smart Overview Volume 2
More Than Smart Overview Volume 2 Paul De Martini
 
More Than Smart Overview Volume 1
More Than Smart Overview Volume 1 More Than Smart Overview Volume 1
More Than Smart Overview Volume 1 Paul De Martini
 
De Martini - Sanders GWAC-PJM preso on DSO model 031014
De Martini - Sanders GWAC-PJM preso on DSO model  031014De Martini - Sanders GWAC-PJM preso on DSO model  031014
De Martini - Sanders GWAC-PJM preso on DSO model 031014Paul De Martini
 

Más de Paul De Martini (20)

Defense Logistics Agency Conf 2017
Defense Logistics Agency Conf 2017Defense Logistics Agency Conf 2017
Defense Logistics Agency Conf 2017
 
DSPx NARUC July 2017
DSPx NARUC July 2017DSPx NARUC July 2017
DSPx NARUC July 2017
 
NARUC Smart Inverters 2017
NARUC Smart Inverters 2017NARUC Smart Inverters 2017
NARUC Smart Inverters 2017
 
MISO Info forum 072517
MISO Info forum 072517MISO Info forum 072517
MISO Info forum 072517
 
De Martini PUCO final 041817
De Martini PUCO final 041817De Martini PUCO final 041817
De Martini PUCO final 041817
 
De Martini 3 stage Distribution Evolution
De Martini 3 stage Distribution Evolution De Martini 3 stage Distribution Evolution
De Martini 3 stage Distribution Evolution
 
DOE Integrated Distribution Planning
DOE Integrated Distribution Planning DOE Integrated Distribution Planning
DOE Integrated Distribution Planning
 
Two Visions of a Transactive Electric System
Two Visions of a Transactive Electric SystemTwo Visions of a Transactive Electric System
Two Visions of a Transactive Electric System
 
LBNL Distribution Systems in High DER Future
LBNL Distribution Systems in High DER FutureLBNL Distribution Systems in High DER Future
LBNL Distribution Systems in High DER Future
 
Customer-oriented Electric Networks
Customer-oriented Electric Networks  Customer-oriented Electric Networks
Customer-oriented Electric Networks
 
The Evolving Distribution Grid article
The Evolving Distribution Grid article The Evolving Distribution Grid article
The Evolving Distribution Grid article
 
Electric Networks & Convergence paper 2015
Electric Networks & Convergence paper 2015Electric Networks & Convergence paper 2015
Electric Networks & Convergence paper 2015
 
Toward a New Grid Operating Paradigm 2013
Toward a New Grid Operating Paradigm 2013Toward a New Grid Operating Paradigm 2013
Toward a New Grid Operating Paradigm 2013
 
EEI Future of Distribution 2012
EEI Future of Distribution 2012EEI Future of Distribution 2012
EEI Future of Distribution 2012
 
EEI State of Distribution, 2012
EEI State of Distribution, 2012EEI State of Distribution, 2012
EEI State of Distribution, 2012
 
De Martini 2014 CCIF
De Martini 2014 CCIF De Martini 2014 CCIF
De Martini 2014 CCIF
 
More Than Smart Overview Volume 2
More Than Smart Overview Volume 2 More Than Smart Overview Volume 2
More Than Smart Overview Volume 2
 
More Than Smart Overview Volume 1
More Than Smart Overview Volume 1 More Than Smart Overview Volume 1
More Than Smart Overview Volume 1
 
De Martini CCIF 030915
De Martini CCIF 030915De Martini CCIF 030915
De Martini CCIF 030915
 
De Martini - Sanders GWAC-PJM preso on DSO model 031014
De Martini - Sanders GWAC-PJM preso on DSO model  031014De Martini - Sanders GWAC-PJM preso on DSO model  031014
De Martini - Sanders GWAC-PJM preso on DSO model 031014
 

Último

BPPG response - Options for Defined Benefit schemes - 19Apr24.pdf
BPPG response - Options for Defined Benefit schemes - 19Apr24.pdfBPPG response - Options for Defined Benefit schemes - 19Apr24.pdf
BPPG response - Options for Defined Benefit schemes - 19Apr24.pdfHenry Tapper
 
212MTAMount Durham University Bachelor's Diploma in Technology
212MTAMount Durham University Bachelor's Diploma in Technology212MTAMount Durham University Bachelor's Diploma in Technology
212MTAMount Durham University Bachelor's Diploma in Technologyz xss
 
Classical Theory of Macroeconomics by Adam Smith
Classical Theory of Macroeconomics by Adam SmithClassical Theory of Macroeconomics by Adam Smith
Classical Theory of Macroeconomics by Adam SmithAdamYassin2
 
PMFBY , Pradhan Mantri Fasal bima yojna
PMFBY , Pradhan Mantri  Fasal bima yojnaPMFBY , Pradhan Mantri  Fasal bima yojna
PMFBY , Pradhan Mantri Fasal bima yojnaDharmendra Kumar
 
Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713Sonam Pathan
 
Call Girls Near Delhi Pride Hotel, New Delhi|9873777170
Call Girls Near Delhi Pride Hotel, New Delhi|9873777170Call Girls Near Delhi Pride Hotel, New Delhi|9873777170
Call Girls Near Delhi Pride Hotel, New Delhi|9873777170Sonam Pathan
 
Monthly Market Risk Update: April 2024 [SlideShare]
Monthly Market Risk Update: April 2024 [SlideShare]Monthly Market Risk Update: April 2024 [SlideShare]
Monthly Market Risk Update: April 2024 [SlideShare]Commonwealth
 
Bladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results PresentationBladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results PresentationBladex
 
Call Girls In Yusuf Sarai Women Seeking Men 9654467111
Call Girls In Yusuf Sarai Women Seeking Men 9654467111Call Girls In Yusuf Sarai Women Seeking Men 9654467111
Call Girls In Yusuf Sarai Women Seeking Men 9654467111Sapana Sha
 
call girls in Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in  Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in  Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Stock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdfStock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdfMichael Silva
 
(办理学位证)加拿大萨省大学毕业证成绩单原版一比一
(办理学位证)加拿大萨省大学毕业证成绩单原版一比一(办理学位证)加拿大萨省大学毕业证成绩单原版一比一
(办理学位证)加拿大萨省大学毕业证成绩单原版一比一S SDS
 
The Core Functions of the Bangko Sentral ng Pilipinas
The Core Functions of the Bangko Sentral ng PilipinasThe Core Functions of the Bangko Sentral ng Pilipinas
The Core Functions of the Bangko Sentral ng PilipinasCherylouCamus
 
Stock Market Brief Deck for "this does not happen often".pdf
Stock Market Brief Deck for "this does not happen often".pdfStock Market Brief Deck for "this does not happen often".pdf
Stock Market Brief Deck for "this does not happen often".pdfMichael Silva
 
Current Economic situation of Pakistan .pptx
Current Economic situation of Pakistan .pptxCurrent Economic situation of Pakistan .pptx
Current Economic situation of Pakistan .pptxuzma244191
 
The Triple Threat | Article on Global Resession | Harsh Kumar
The Triple Threat | Article on Global Resession | Harsh KumarThe Triple Threat | Article on Global Resession | Harsh Kumar
The Triple Threat | Article on Global Resession | Harsh KumarHarsh Kumar
 
Stock Market Brief Deck FOR 4/17 video.pdf
Stock Market Brief Deck FOR 4/17 video.pdfStock Market Brief Deck FOR 4/17 video.pdf
Stock Market Brief Deck FOR 4/17 video.pdfMichael Silva
 
原版1:1复刻温哥华岛大学毕业证Vancouver毕业证留信学历认证
原版1:1复刻温哥华岛大学毕业证Vancouver毕业证留信学历认证原版1:1复刻温哥华岛大学毕业证Vancouver毕业证留信学历认证
原版1:1复刻温哥华岛大学毕业证Vancouver毕业证留信学历认证rjrjkk
 

Último (20)

BPPG response - Options for Defined Benefit schemes - 19Apr24.pdf
BPPG response - Options for Defined Benefit schemes - 19Apr24.pdfBPPG response - Options for Defined Benefit schemes - 19Apr24.pdf
BPPG response - Options for Defined Benefit schemes - 19Apr24.pdf
 
212MTAMount Durham University Bachelor's Diploma in Technology
212MTAMount Durham University Bachelor's Diploma in Technology212MTAMount Durham University Bachelor's Diploma in Technology
212MTAMount Durham University Bachelor's Diploma in Technology
 
Classical Theory of Macroeconomics by Adam Smith
Classical Theory of Macroeconomics by Adam SmithClassical Theory of Macroeconomics by Adam Smith
Classical Theory of Macroeconomics by Adam Smith
 
PMFBY , Pradhan Mantri Fasal bima yojna
PMFBY , Pradhan Mantri  Fasal bima yojnaPMFBY , Pradhan Mantri  Fasal bima yojna
PMFBY , Pradhan Mantri Fasal bima yojna
 
Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713
 
🔝+919953056974 🔝young Delhi Escort service Pusa Road
🔝+919953056974 🔝young Delhi Escort service Pusa Road🔝+919953056974 🔝young Delhi Escort service Pusa Road
🔝+919953056974 🔝young Delhi Escort service Pusa Road
 
Call Girls Near Delhi Pride Hotel, New Delhi|9873777170
Call Girls Near Delhi Pride Hotel, New Delhi|9873777170Call Girls Near Delhi Pride Hotel, New Delhi|9873777170
Call Girls Near Delhi Pride Hotel, New Delhi|9873777170
 
Monthly Market Risk Update: April 2024 [SlideShare]
Monthly Market Risk Update: April 2024 [SlideShare]Monthly Market Risk Update: April 2024 [SlideShare]
Monthly Market Risk Update: April 2024 [SlideShare]
 
Bladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results PresentationBladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results Presentation
 
Call Girls In Yusuf Sarai Women Seeking Men 9654467111
Call Girls In Yusuf Sarai Women Seeking Men 9654467111Call Girls In Yusuf Sarai Women Seeking Men 9654467111
Call Girls In Yusuf Sarai Women Seeking Men 9654467111
 
call girls in Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in  Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in  Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
 
Stock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdfStock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdf
 
(办理学位证)加拿大萨省大学毕业证成绩单原版一比一
(办理学位证)加拿大萨省大学毕业证成绩单原版一比一(办理学位证)加拿大萨省大学毕业证成绩单原版一比一
(办理学位证)加拿大萨省大学毕业证成绩单原版一比一
 
The Core Functions of the Bangko Sentral ng Pilipinas
The Core Functions of the Bangko Sentral ng PilipinasThe Core Functions of the Bangko Sentral ng Pilipinas
The Core Functions of the Bangko Sentral ng Pilipinas
 
Stock Market Brief Deck for "this does not happen often".pdf
Stock Market Brief Deck for "this does not happen often".pdfStock Market Brief Deck for "this does not happen often".pdf
Stock Market Brief Deck for "this does not happen often".pdf
 
Current Economic situation of Pakistan .pptx
Current Economic situation of Pakistan .pptxCurrent Economic situation of Pakistan .pptx
Current Economic situation of Pakistan .pptx
 
The Triple Threat | Article on Global Resession | Harsh Kumar
The Triple Threat | Article on Global Resession | Harsh KumarThe Triple Threat | Article on Global Resession | Harsh Kumar
The Triple Threat | Article on Global Resession | Harsh Kumar
 
Stock Market Brief Deck FOR 4/17 video.pdf
Stock Market Brief Deck FOR 4/17 video.pdfStock Market Brief Deck FOR 4/17 video.pdf
Stock Market Brief Deck FOR 4/17 video.pdf
 
原版1:1复刻温哥华岛大学毕业证Vancouver毕业证留信学历认证
原版1:1复刻温哥华岛大学毕业证Vancouver毕业证留信学历认证原版1:1复刻温哥华岛大学毕业证Vancouver毕业证留信学历认证
原版1:1复刻温哥华岛大学毕业证Vancouver毕业证留信学历认证
 
Monthly Economic Monitoring of Ukraine No 231, April 2024
Monthly Economic Monitoring of Ukraine No 231, April 2024Monthly Economic Monitoring of Ukraine No 231, April 2024
Monthly Economic Monitoring of Ukraine No 231, April 2024
 

Customer-Centric Networks: Understanding the Evolution to Distributed Energy Resources

  • 1. Customer-oriented Networks: A North American Perspective Network Transformation Roadmap (NTR) Program Commonwealth Scientific & Industrial Research Organisation (CSIRO) Australia Paul De Martini ICF International September 3, 2015
  • 2. About the Author Paul De Martini is a Senior Fellow at ICF International and a Visiting Scholar at the California Institute of Technology. His advisory and research work focuses on customer-centric business models, integration of distributed energy resources and grid modernization. Paul draws on his prior experience as Chief Technology & Strategy Officer for Cisco’s Energy Networks business, Vice President of Advanced Technology at Southern California Edison, and market development roles as an executive with leading North American competitive energy services firms. He currently facilitates California’s More Than Smart working group and is an advisor to the New York Reforming the Energy Vision, Market Design & Platform Technology working group.
  • 3. Contents Introduction ..................................................................................................................................................1 Customer-centric NSP...................................................................................................................................2 Structured vs. unstructured evolution......................................................................................................2 Customers in Regulatory-Financial Context..............................................................................................3 Essential Characteristics................................................................................................................................5 Customer Expectations.............................................................................................................................5 Customer Engagement Evolution .............................................................................................................6 Network Services Customers/Users..............................................................................................................7 Prosumers.................................................................................................................................................7 Merchant Users.........................................................................................................................................8 NSP Services: Present & Future ....................................................................................................................8 NSP Services by Customer Category.........................................................................................................8 NSP Services Examples..............................................................................................................................9 Conclusion...................................................................................................................................................12
  • 4. 1 Introduction Changing customer needs are leading to the growth of distributed energy resources (DER)1, a development which is transforming the utility industry worldwide. Utilities and policymakers in North America and globally are focusing their strategies on creating 21st-century customer services and electric distribution platforms that provide superior customer value. Network modernization and customer operations investments create a foundation for the future, but are not sufficient. An ideal strategy will position electric network service providers (NSP) to successfully navigate and influence the evolving utility business model to transition from the historical load-serving paradigm to a new customer-centric service-based paradigm, being mindful of three key goals: 1. Maintain the franchise (social license) via providing and enabling superior value options for customers; 2. Sustain relevance in the 21st century economy; and as a result 3. Secure the utility as an investment vehicle. The significant uncertainty about the future means that NSP strategy must provide optionality for the utility to be in the best position to thrive under a wide spectrum of potential future business models. However, several key aspects of a successful model are clear:  The preferred NSP model must create value for customers  The preferred NSP model must also achieve financial recovery of the use of the network  The preferred NSP model will utilize the utility’s competencies as a network owner and operator Customer decisions regarding alternatives to manage energy costs and improve reliability, based on policy incentives - or not, are creating substantial change in the use and related value of the distribution network. The adoption patterns observed globally to-date, along with the related impacts to distribution system operation, can help clarify the key interrelationships between customers and NSP business. Figure 1 below illustrates a three-stage evolutionary framework for a customer-centric distribution network as is developing in North America. Figure 1: Customer-centric Network Evolution 1 Distributed resources includes demand response, energy efficiency, renewable and clean distributed generation, distributed energy storage and electric vehicles. While back-up generation is not usually part of the DER definition, this paper also considers customer adoption of back-up generation for reliability enhancement.
  • 5. 2 This framework is based on the assumption that NSP services and infrastructure will evolve in response to both bottom-up (customer choice) and top-down (public policy) drivers. The yellow line represents customer DER adoption in a NSP service area and regulatory jurisdiction. Thus, each stage represents the effects of both increasing customer adoption of DER and a set of public policies enabled by technological innovation. Each level includes additional services and functionalities to support the greater amounts of DER adoption and the level of system integration desired. Each level expands on the capabilities developed in the earlier stage expanding the role of customer decisions into electric system operations. The result is an increasingly customer-centric system. Customer-centric NSP Traditionally, electric network utilities largely viewed customers as predicable load under a monopoly franchise model in which generation was seen as the profit center – not customers. This has evolved over the past two decades through various global electric industry restructuring efforts and emergence of commercially viable alternatives to customers’ use of utility services. Utility focus has shifted to more clearly understand the interrelationships between their customers’ decisions and a) network planning and operations, and b) utility financial performance in the context of revenues and regulatory authorizations. Structured vs. unstructured evolution2 Customer decisions regarding energy use, DER adoption and selection of adjacent services are a material disruptive force on the operation of electric networks. To better understand the implications of the three developmental stages just described, it is useful to distinguish between “structured” and “unstructured” industry evolution. These are two very different models for how change can occur in a large-scale complex system: a) gradual change guided by policy and regulation and adaptation on the part of the existing system construct (“structured”), and b) dramatic change driven by customers and external forces such as technology and business innovation that disrupts the existing structural elements and their relationships and requires more systemic reorganization of the system (“unstructured”). In the electricity industry context, these two models have different implications for customer engagement and services; network operations, planning and markets; and for regulatory reforms needed. Structured evolution occurs without significantly disrupting the existing industry structure, through measured policy and regulatory changes that affect the pace of DER adoption to a considerable degree. The growth of DER adoption in Stage 1 is largely structured evolution driven by policy. As a result, it is more a process of adaptation to changing conditions, or accommodation or integration of new entrants and technologies, rather than a dramatic change in paradigm. In contrast, a shift toward unstructured customer-driven evolution, as technologies reach commercial viability and cost-effectiveness, emerges in Stage 2 and is predominant in the more revolutionary step to Stage 3 — a high-DER, more decentralized power system with peer-to-peer energy trading across the distribution. Each state and locality will experience customer adoption at a different pace based on when the cost- effectiveness of a DER solution equals or is less than the customer’s cost of electric service. Technological advancements will diminish the ability for policy makers and regulators to shape the pace and dispersion of customer DER adoption. Utilities are recognizing that old deterministic models of 2 Adapted from P. De Martini and L. Kristov, Distribution Systems in a High Distributed Energy Resources Future Technical Report No. 2, Future Electric Utility Regulation Series, Lawrence Berkeley National Laboratory, 2015, pre-publication
  • 6. 3 customer load are increasingly irrelevant and that a combination of customer behavior economic modeling, marketing propensity analysis and probabilistic network planning is necessary. This means that electric network service providers need to understand customer behavioral economics (in addition to electric system economics) and new ways to engage customers to adopt and utilize DER within a more holistic manner that is beneficial for all customers and the network owner. This includes recognizing and valuing the net benefits can be achieved from leveraging customer DER across a modern electric network platform. Customers in Regulatory-Financial Context3 Utilities are also increasingly recognizing enabling alternatives (as opposing) may better position them with customers in terms of financial and regulatory outcomes based on enhanced social license. Studies over the past decade have shown material positive correlation between a utility’s customer satisfaction ratings and profitability through favorable regulatory authorizations and credit ratings. A 2005 report by Standard & Poor’s (S&P)4, indicated there is a “fairly strong correlation” between customer satisfaction and a supportive utility regulatory environment which can indicate better credit quality. S&P’s analysis compared its opinion of a utility’s regulatory environment and the J.D. Power and Associates Customer Satisfaction Index (CSI). More recently, a 2012 J.D. Power study5 of regulated electric utility customer satisfaction results in the U.S. showed that higher levels of customer satisfaction is linked with higher profitability as shown in Figure 1. Specifically, that regulated utilities in the top quartile of customer satisfaction one year prior to a rate case had 0.5% higher ROE than the bottom quartile. Also, the study found utilities in the top quartile received rate increases closer to their requests than did utilities in the bottom quartile. Figure 2: J.D. Power, 2011 Industry Quartiles Based On Overall Customer Satisfaction While these linkages have been increasingly established, utilities have been slow to internalize the “value of customers” in their business strategies. This has changed more recently as customers have chosen alternatives. Utilities in North America and globally have begun to explore the interdependencies between providing electric network services essential to modern life and the more clearly understood relationship to social license created by satisfied customers necessary for a regulated business. 3 Adapted from P. De Martini, Customer Driven Utility Business Models, Edison Electric Institute, 2014 4 T. Shipman, Customer Satisfaction Levels Can Affect U.S. Utility Credit Quality, Standard & Poor’s Ratings Direct Service. August 2005 5 A. Heath and D. Seldin, How Customer Satisfaction Drives Return On Equity for Regulated Electric Utilities, JD Power & Associates, May 2012
  • 7. 4 This examination has expanded beyond customer satisfaction to explore dimensions of customer loyalty as it becomes more relevant for network providers in a disruptive competitive environment. Customer satisfaction is not a measure of loyalty – meaning that high customer satisfaction doesn’t mean a customer won’t choose another alternative when given a choice. As such, loyalty may be a better measure to assess the future relationship with customers in the context of new business options. A key loyalty issue today is whether customers believe that “my utility does what’s right for me even if it’s not best for them.” This is a critical issue for regulators and utilities to consider in shaping electric network provider roles and services and customer expectations. Misalignment between standard network service and related regulation, and customers’ expectations for differentiated services can create unintended customer misperception. In 2013, Accenture highlighted that “just 24 percent of consumers trust their utility to inform them of actions they can take to optimize energy consumption”, based on their annual utility customer survey.6 Bain & Company’s global loyalty survey7 of industries found similar results as highlighted in the Figure 3 below. Any discussion of new utility business models and regulation should consider alignment with customer’s interests. Figure 3: Bain & Co. Industries' Net Promoter Scores However, all is not lost for NSPs as a Swiss Re survey8 showed more customers would rather buy renewable energy from utilities than generate their own. The issue for utilities and regulators to consider is what network business options and related services are needed to enhance customer satisfaction and ensure long-term loyalty in order to maximize value for all customers. This requires deeper customer engagement and collaboration with all customer segments. As an executive with a large U.S. retailer shared at the 2014 Edison Electric Institute National Key Accounts Workshop, “We need to discuss potential business that we have together. We need to look at each other as valued business partners.” 6 Accenture, 2013 New Energy Consumer research study, Accenture press release, June 2013 7 J. Moerkerken, K. Petrick, A. Dullweber and B. Hamilton, Turning On Utility Customer Loyalty, Bain & Company, 2012 8 Cited in J. St. John, Consumers Want Green Energy From the Utility if the Price Is Right, Greentech Media, Nov. 19, 2013
  • 8. 5 Essential Characteristics Defining the essential characteristics of customer-orientation for long-term NSP success starts with understanding customer expectations (“voice of the customer”), in addition to policy objectives as regulated network providers continue to be viewed as facilitators of public policy.9 These expectations and objectives provide the basis for identifying the direction and shape of customer engagement, services and enabling technology platforms. Customer Expectations Business and organizations across all industry sectors are facing the challenge of responding to well- informed customers with high expectations. As J.D. Power noted in 2014, “Consumers are becoming more familiar with a higher level of service in their daily activities with other service providers and, as a result, their expectations are rising.” An expectation economy, has emerged enabled by unfettered access to information regarding the best and most relevant products and services anytime and anywhere via ubiquitous Internet connectivity. For the electric industry these include increased expectations regarding options for lowering cost, eco-friendly energy supply and enhancing service reliability that include the ultimate control of doing-it-yourself. Active Energy Management Commercial customer decisions on energy cost management “have become an integral aspect of managing key financial, energy security, brand, regulatory and competitive risks,” according to a recent Ernst & Young (E&Y) survey of 100 global corporations.10 Similarly, a 2014 Smart Grid Consumer Collaborative survey found, “most consumers voice a desire to reduce their energy bills, not be wasteful, and express a belief that they are energy conscious.” Customers are taking advantage of greater access to information and automation to manage their energy spending. Alternative Energy Supply Customers are seeking alternative distributed generation supply options based on retail costs, reliability, and environmental objectives. The over 50% decline in rooftop solar prices since 2010 and expectation for continued reductions may allow rooftop solar to reach retail parity11 in the most populous states in America within 10 years. Also, by 2020 rooftop solar PV systems in North America will be bundled with energy storage as the standard customer offering from leading firms, such as SolarCity12 and SunPower. Sustained low natural gas prices in North America have spurred a renewed interest in combined heat and power as another option, particularly in microgrids and sustainable city developments. The economics of alternatives do vary greatly by utility service area based on local service factors, including applicable tariffs, regulation, federal and state subsidies, and individual customers’ perception of value, but the overall trend is clear. Reliability Enhancement Recent major weather events in the U.S. have highlighted the value of reliable electric service to customers, communities, and local economies. As a result, residential and commercial customers are 9 The policy role is often ignored in the current U.S. discussions regarding network provider models in a more competitive and potentially disruptive environment. 10 Cleantech Matters, Global competitiveness Global cleantech insights and trends report, Ernst & Young, 2012 11 Retail parity is the price in which the customer’s cost of buying/leasing solar PV equals their applicable tariff rate. Retail parity includes the cost reduction from federal and/or state incentives. 12 Public comments by SolarCity COO Peter Rive at the October, 2014 More Than Smart workshop in California as reported by GreenTech Media.
  • 9. 6 adopting onsite back-up generation at an average annual growth rate of 10% since 2005 according to Generac, the U.S. market leader. Generac also recently estimated current U.S. residential market adoption at over 3% for stationary and 13% for portable generators. Reliability is also a significant concern for critical city emergency services, military and business. This is leading a growing number of customers to consider microgrids13 that can integrate energy management systems with onsite clean and backup generation to create improved resiliency. Customer Engagement Evolution Many utilities recognize they have a way to go in achieving true engagement across their customer base and operations. This requires addressing the evolution of customer engagement as is developing in many industries in terms of enabling greater customer control through information and choices, providing operational/market context for customers, collaboratively interacting with customers, and seeking opportunities to co-create value through customer partnerships. These elements are not sequential and should be pursued within a holistic customer engagement strategy and implementation plan. These plans have been implemented as part of a customer journey14 initiated with smart meter deployments or other pervasive customer touch programs. Figure 4: Customer Engagement Evolution Customer in Control The first step in in a 21st Century customer engagement strategy is providing the information and decision support tools to empower customers to make informed decisions regarding the various means and alternatives to manage their energy budgets. This is being expanded to include information on alternatives for energy supply and enhancing reliability. Automated access is simple and available to 3rd parties via customer authorization. 13 Microgrid is a group of interconnected customer loads and distributed energy resources that acts as a single controllable entity that can operate in integrated or independent modes to increase reliability for the customer/s. 14 Southern California Edison and BC Hydro implemented such a customer journey as part of their smart meter/smart grid deployments leveraging experts from IDEO, the global human-centered innovation and design firm.
  • 10. 7 Customer in Context Customer information (utility, public and 3rd party proprietary) combined with operational information developed through greater use of analytics and geospatial data enables contextual insights for both customer decisions as well as planners and operators. This mutually beneficial information spans distribution network hosting capacity for DER development to targeted demand side management program design to real-time outage and restoration information. Customer Collaboration Customer interaction is increasingly being explored for not only self-service operational savings, but also market participation opportunities and information about outages and damage assessment after storms. This information exchange not only uses structured data, but also unstructured information from social media sites such as Twitter, YouTube and Instagram regarding, for example, outages and storm damage. Customer Co-creation Customer DER is increasingly viewed as a viable alternative to traditional generation, transmission and distribution investment. In this context, customers and their merchant providers become co-creators of the future integrated grid. The opportunities to expand value creation extend to the electrification of transportation to achieve greenhouse gas reduction objectives as well as local municipal partnerships to achieve sustainable urban development globally. Network Services Customers/Users Network services customers are evolving and expanding with the adoption of DER and opening of market opportunities for these resources to provide services to market and network operators. Many customers will continue to receive more traditional network services, with perhaps options for greater information access and enhanced reliability. However, there is a growing segment of business and residential customers, prosumers, that are adopting DER that are using the network in new ways (e.g., bi-directional use) and related services (e.g., virtual energy storage). Additionally, an emerging set of merchant customers that are using the network as a means of enabling transactions with both consumers and prosumers. The following discusses the emergence of prosumers and merchant users. Prosumers The evolution of certain customers (regardless of business or residential segment) becoming prosumers – that is, producing excess energy and related services as well as consuming delivered energy from the power system, is well established. The network and related services largely involve delivery and market access services to participate in wholesale markets. Additionally, services may include DER portfolio management and optimization for customers’ assets. For government customers, the needs may involve a larger scope of services related to urban sustainable development through zero net energy and enhanced reliability solutions. These solutions more often propose to integrate various renewable and clean resources to serve multiple end-users leveraging NSP infrastructure, and DER asset management and monetization.
  • 11. 8 Merchant Users A set of merchant users are emerging for distribution network services, similar in nature to those in wholesale markets, including: Energy Service Providers Competitive, unregulated Energy Services Providers (ESP), such as Constellation, Direct Energy and NRG in North America, and new non-profit Community Choice Aggregators will continue to bundle energy with other value added services including onsite generation, storage and demand response technology for customers. These ESPs will be customers of the NSP in terms of transporting energy and related services across the distribution network between the customer and the wholesale market. Also, as DER grows, ESPs will likely seek to avoid transmission system charges by transacting over local distribution networks where possible. DER Aggregators The role of aggregating non-commodity energy services by for profit firms and government sponsored non-profit organizations will evolve to include aggregation of DER resources that supply network management services as alternatives to generation and network investment. In the U.S. demand response aggregators like EnerNoc and Comverge, are being joined by DER developers like SolarCity and SunPower and non-profit state demand side management organizations15 in distribution and transmission level markets. Technology Platform Service Providers As a distribution market place evolves, opportunities to access and mine customer transactional data may develop. Companies like Google, Apple, ADT (home security), Comcast (cable service provider) and others are looking to adapt and expand their hardware and software technology platforms to offer energy-related services to customers. They are also looking to monetize the latent value from the intelligent building or home energy devices and consumer energy conservation. This value monetization will involve use of electric network services in many cases to monetize the system energy and capacity value. NSP Services: Present & Future Network service providers may expand the range of services for existing business, government and residential consumers without DER, prosumers with DER and emergent merchant users of the distribution network. Today, utilities across North America have begun the process of redefining existing services and identifying new services to meet the changing needs of customers. The following is a summary of this ongoing exploration. NSP Services by Customer Category Figure 5 below highlights existing and potential future NSP service offerings by customer category. This list is based on current customer service offerings and announced service demonstrations by North America utilities. The future services listed have been discussed in several research papers and in the New York Reforming the Energy Vision (REV) regulatory proceeding and subsequent Market Design and Platform Technology working group. 15 Examples include Hawaii Energy and Efficiency Vermont
  • 12. 9 Figure 5: NSP Services by Customer Category NSP Services Examples The following figures 5 and 6 highlight representative NSP service offerings based on the list above for Consumers, Prosumers and Merchant customers as proposed, in demonstration or currently available in North America.
  • 13. 10 Consumer Service Examples Figure 6: NSP Services Examples for Consumers
  • 14. 11 Prosumer & Merchant Services Examples Figure 7: NSP Services Examples for Prosumer & Merchant Customers
  • 15. 12 Conclusion The electricity industry is experiencing a sea change across the world: distributed energy resources are being deployed by customers who are increasingly seeking options to augment existing NSP service that are more economic, environmentally friendly and offer improved reliability. This trend is expected to continue its rapid growth through the next decade through accelerating technological and business innovation. It is important to note that while there has been strong growth rates, customer adoption of distributed resources is currently at a relatively early stage of market adoption. There remains significant potential for NSPs to benefit from further growth through a more customer-centric and distributed power system. However, new NSP strategies will be required involving new business models and regulation based on a fundamental shift to customer-centric thinking. The convergence of new energy and information technologies, expansion of electric markets, pervasive connectivity and related rise of social businesses allow business strategies and customer engagement that were not possible a decade ago. As such, the time is now for NSPs to consider the following and begin a journey with their customers – all of their customers – including those that may be disrupting aspects of the traditional service model.  Customers’ perceived value of NSP service drives enterprise value through revenues and social license. Customer satisfaction is an excellent starting point, but delving deeper into customer loyalty is needed to more fully understand the changing nature of customer perceptions in a wider competitive landscape.  NSPs need to engage customers on all four dimensions; control, context, collaboration and co- creation to plan and operate a 21st Century electric network. Close engagement will also yield insights into customer decision making that has the potential for material changes (positive and negative) in the operation of a network as well as opportunities for new mutually beneficial value creation with customers.  NSPs should explore opportunities to facilitate customer choice as the value of doing the right thing for customers now may be a primary factor for future success in a more customer-centric electric system.  NSP customers are expanding to include prosumers and merchants that have generally viewed as competitors – these customers have new service needs with associated revenue potential that may more than offset the loss of traditional revenue.16  Business model pilots are an effective approach to validate new NSP services - allowing validation of customer acceptance, revenue models, and processes and technologies toward production service launch. Global experience with new NSP business models and revenue opportunities is growing and opportunities for best practice sharing is expanding. 16 New York’s NYSERDA research organization is conducting an analysis of the revenue potential from these types of services that is expected to be completed by the end of 2015.