Smart Manufacturing and Industry 4.0 - Tibco PoV

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

Introduction

We have Data

We have Meta-Data

We have Algorithms

The Friendship Algorithm

#HACKMCFC

People & Processes

Data & Systems

APIs

Reporting & Dashboards

Data Visualizations

Streaming Analytics

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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

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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

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Insight to Action – Big Data to Fast Data

BIG DATA AT REST

FAST DATA IN MOTION

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Spotfire - Visual Analytics

Spotfire - Platform Overview

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Spotfire Library – A Shared Governed Repository

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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.

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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

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StreamBase - Event Analytics

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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 nsandoli@tibco.com | @sandolinic

Smart Manufacturing and Industry 4.0