1.
Nicola Sandoli
Analytics Sales Manager south EMEA
nsandoli@tibco.com | @sandolinic
Smart Manufacturing and Industry 4.0

2.
4 Design Principles
• Interoperability
• Information transparency
• Technical assistance
• Decentralized decisions

3.
Introduction

4.
We have Data

5.
We have Meta-Data

6.
We have Algorithms

7.
The Friendship Algorithm

8.
#HACKMCFC

9.
People &
Processes
Data &
Systems
APIs
Reporting &
Dashboards
Data
Visualizations
Streaming
Analytics

10.
© Copyright 2000-2016 TIBCO Software Inc.
Integration
APIs
Analytics
Streams
&
Events
CORE
EDGE
Partners
Cloud
Big Data

11.
Preventive Maintenance
MANUFACTURING

12.
DEMO

13.
REFERENCES
MANUFACTURING

14.
https://community.tibco.com/wiki/tibco-spotfire-and-tibco-streambase-manufacturing-solutions

15.
https://community.tibco.com/wiki/tibco-spotfirer-community-wiki

16.
marketo.tibco.com/2016-machine-learning-in-manufacturing

17.
Preventive Maintenance
MANUFACTURING

18.
Electric Submersible Pump
Variable Speed Drive
Electric Submersible Pump
Harmonics in Voltage, Current
DEMO

19.
IoT and Data Science
ENERGY

20.
© Copyright 2000-2016 TIBCO Software Inc.
Manage and Optimize Assets in Real TimeManage and Optimize Assets
Advanced Analytics
Predictive - Prescriptive
• Use Advanced Analytics to enhance
Algorithmic Business
• Use statistical analysis to find significant
information in IOT Data
25

21.
Anemometer
Temperature
Direction
Power output
Pressure
Temperature
Rotation
Vibrations
Event Logs
Counters
Configuration
Pitch
Position
Speed
Loads
Connected.
1000 sensors
Analytic Monitoring
predictive maintenance

22.
Machines & Sensors
Wind Turbine SCADA
Condition Monitoring System
Power Plant Controller
Substation Equipment
ERP, Service
Service Actions
Laboratory
Oil Sample
Inspections
Meteorological
Mast
Weather
Forecast
Electricity Price Grid
Data. Sources

23.
Spotfire | Streambase
Analytics

24.
© Copyright 2000-2016 TIBCO Software Inc.
Insight to Action – Big Data to Fast Data
BIG DATA
AT REST
FAST DATA
IN MOTION

25.
© Copyright 2000-2015 TIBCO Software Inc.
Spotfire - Visual Analytics

26.
Spotfire - Platform Overview
© Copyright 2000-2016 TIBCO Software Inc.

27.
Spotfire Library – A Shared Governed Repository
© Copyright 2000-2016 TIBCO Software Inc.

28.
Spotfire - Big Data Interoperability
1. MapReduce, Spark and H2O support distributed computing in Hadoop. Fuzzy Logix supports Teradata, Aster and Netezza
2. TERR can be deployed as the advanced analytics engine in Hadoop nodes driven by MapReduce or Spark. TERR can also be
called on Teradata nodes.
© Copyright 2000-2016 TIBCO Software Inc.

29.
Stream base - Real Time Close Loop
Event Processing
Correlate
Automate
Aggregate
Alert
ACT: Shut down equipment,
schedule additional
measurements,
CORRELATE: Real-time factory
behavior compared to the model
UNDERSTAND: Normal patterns of
effective manufacturing processes
analyzed
© Copyright 2000-2016 TIBCO Software Inc.

30.
StreamBase - Event Analytics
© Copyright 2000-2016 TIBCO Software Inc.
1. Rules / models pushed from Spotfire
2. Data Streams into StreamBase
3. Spotfire RCA on trigger
Other notifications available
Live view on streaming data
Spotfire Automation Job File

31.
Spotfire + Streambase
© Copyright 2000-2016 TIBCO Software Inc.
• Hospital Readmissions
• Customer Next Best Offer
• Cross-Sell management
• Up-Sell management
• Offer Design
• Customer Churn
• Fraud
• Trading Surveillance
• Industrial IoT
• Yield Optimization
• Operational Equipment Efficiency
• Manufacturing Quality
• Warranty
• Reliability
• Supply Chain Management
• Factory Operations
• IT Systems Monitoring

32.
People &
Processes
Data &
Systems
APIs
Reporting &
Dashboards
Data
Visualizations
Streaming
Analytics

33.
Nicola Sandoli
Analytics Sales Manager south EMEA
nsandoli@tibco.com | @sandolinic
Smart Manufacturing and Industry 4.0