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Nicola Sandoli Analytics Sales Manager south EMEA [email protected] | @sandolinic
Smart Manufacturing and Industry 4.0
4 Design Principles • Interoperability • Information transparency • Technical assistance • Decentralized decisions
Introduction
We have Data
We have Meta-Data
We have Algorithms
The Friendship Algorithm
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
Preventive Maintenance
MANUFACTURING
DEMO
DEMO
REFERENCES
MANUFACTURING
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
Preventive Maintenance
MANUFACTURING
Electric Submersible Pump
Variable Speed Drive
Electric Submersible Pump
Harmonics in Voltage, Current
DEMO
IoT and Data Science
ENERGY
© 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
AnemometerTemperatureDirection
Power outputPressureTemperatureRotationVibrations
Event LogsCountersConfiguration
PitchPositionSpeedLoads
Connected.
1000 sensors
Analytic Monitoringpredictive maintenance
Machines & SensorsWind Turbine SCADACondition Monitoring System Power Plant ControllerSubstation Equipment
ERP, Service Service Actions
LaboratoryOil SampleInspections
MeteorologicalMast
WeatherForecast
Electricity Price Grid
Data. Sources
Spotfire | Streambase
Analytics
© 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 StreamBase3. 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
People & Processes
Data & Systems
APIs
Reporting & Dashboards
Data Visualizations
Streaming Analytics
Nicola Sandoli Analytics Sales Manager south EMEA [email protected] | @sandolinic
Smart Manufacturing and Industry 4.0
