Smart Manufacturing and Industry 4.0 - Tibco PoV

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The document discusses Industry 4.0 and smart manufacturing, outlining 4 design principles: interoperability, information transparency, technical assistance, and decentralized decisions. It then provides examples of how Tibco software solutions like Spotfire and Streambase can be used to integrate data from machines and sensors, perform real-time analytics on streaming data, and close the loop with automated actions.

Data & Analytics

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

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

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

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

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

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

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

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

© 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

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

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

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

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

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

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

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.

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.

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

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

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Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...

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Smart Manufacturing and Industry 4.0 - Tibco PoV

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

5. Introduction

6. We have Data

7. We have Meta-Data

9. We have Algorithms

10. The Friendship Algorithm

11.

12.

13. #HACKMCFC

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

16. Preventive Maintenance MANUFACTURING

17. DEMO

18. REFERENCES MANUFACTURING

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

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

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

22. Preventive Maintenance MANUFACTURING

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

24. IoT and Data Science ENERGY

25. © 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

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

27. 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

28. Spotfire | Streambase Analytics

33. 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.

34. 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.

35. 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

36. 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

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

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

Smart Manufacturing and Industry 4.0 - Tibco PoV

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