Predix Builder Roadshow
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The document provides an overview of GE's Predix platform and its role in the Industrial Internet, highlighting benefits such as fuel savings, efficiency improvements, and the establishment of digital twins for asset management. It discusses the challenges in IoT project implementation, the importance of cloud-native architecture, and features of the Predix ecosystem, including developer resources and support. Additionally, it presents upcoming events and the Predix Dojo as a way to accelerate time-to-market for IIoT applications.
![500 GB / FLIGHT
5,000 PARAMETERS
1 SNAPSHOT / SEC
[x]
15 AIRLINES
3.4MILLION FLIGHTS
Source: GE estimates](https://image.slidesharecdn.com/predixbuillderroadshow-devrelfinal-161114191442/85/Predix-Builder-Roadshow-8-320.jpg)
Predix Builder Roadshow
- 1. Industrial Internet & Predix Intro to the Industrial Internet & Predix Building the Digital Twin Predix Edge Essentials Predix Dojo Program Upcoming Events
- 2. Confidential.Not to be copied, distributed,or reproduced without prior approval. 1% fuel savings 100,000,000 gallons annually (US only) Source: GE and industry estimates Source: GE and industry estimates
- 3. Confidential.Not to be copied, distributed,or reproduced without prior approval. Title or Job Number | XX Month 201XGE BusinessUnit Name 3 1% more output 240 TWh extra electricity (~Canada) Source: GE and industry estimates
- 4. Title or Job Number | XX Month 201XGE BusinessUnit Name 4 1% more efficiency 45,000+ saved lives each year Source: GE and industry estimates Source: GE and industry estimates
- 5. Title or Job Number | XX Month 201XGE BusinessUnit Name 5 1% more on-time 100,000 minutes less waiting time (UK) Source: GE and industry estimates Source: GE and industry estimates
- 7. Air Speed Calibrated Altitude Cooling Valve Position Exhaust Gas Temperature Fuel Flow Ground Speed and more… 500 GB / FLIGHT 5,000 PARAMETERS 1 SNAPSHOT / SEC Source: GE Aviation
- 8. 500 GB / FLIGHT 5,000 PARAMETERS 1 SNAPSHOT / SEC [x] 15 AIRLINES 3.4MILLION FLIGHTS Source: GE estimates
- 9. Source: GE estimates 4000 gas turbines 23,000 wind turbines 21,500 locomotives 28,000 commercial jet engines 1.4 million pieces of health care equipment 20,700 units of oil and gas equipment
- 10. 30% accuracy 90% accuracy 97% accuracy Sensor data + Ops Context + Physics content Source: GE estimates Industrial Data Science
- 11. Confidential.Not to be copied, distributed,or reproduced without prior approval. GE Confidential
- 12. Confidential.Not to be copied, distributed,or reproduced without prior approval. 12 How do we make it happen?
- 13. Confidential.Not to be copied, distributed,or reproduced without prior approval. Plenty of Technologies to Master 13 Source: EvansData Security Management Communication protocolsAsset Data Mgmt. Connectivity Cyber-Security REST API Big Data Firewall Cloud Encryption Predictive AccessControl Data Science PaaS PMML Deep Learning Statistics Standards Embedded Systems APIs OS Velocity Deployment Architecture Domain Knowledge Understanding
- 14. Building IoT apps can be quite difficult 14 Source: Gartner, 12/03/15 75% Through 2018, 75% of IoT projects will take up to twice as long as planned. IoT Projects 2xlonger
- 15. Most Work is Non-Value Add 15 Work completed over 12+ months IDEA APP Buy & set up infrastructure Connect sensors & machines Assemble data science team Define user/mobile access Manage data & metadata Integrate software stacks Test & fix for security Test & fix for IT operations Test & fix for scale BUILD NEW APP
- 16. API API API Edge Digital Twin Cloud GE Predix your platform for the Industrial Internet Internet of Things
- 18. The Cloud Native Platform Source: http://12factor.net/ Why? Continuous Delivery How? DevOps What? Microservices + Containers Cloud Foundry Contract: Twelve-factor App
- 19. Microservices – a Primer 19 Decoupled service releases, teams Faster innovation cycles Optimized scale, testing Release overhead now for each microservice Performance hits with lots of HTTP calls Versioning complexity due to microservice updates Need Automation!! ConsPros
- 20. Cloud Foundry Open Source PaaS cf push my-iot-app -i 2 -m 512M -n my-iot-app-v1 -p https://github.com/CF/nodejs- buildpack Deploy my app under my hostname from this directory and scale it with two instances (512MB each) High availability (redundancy, load balancing) Infinite scale horizontal (more instances), vertical (more CPU, RAM, disk) Provisioning with zero-downtime (spaces for dev, test and prod)
- 21. Cloud Foundry Open Source PaaS cf push my-iot-app -i 2 -m 512M -n my-iot-app-v1 -p https://github.com/CF/nodejs- buildpack Deploy my app under my hostname from this directory and scale it with two instances (512MB each) BOSH AWS, Azure, GCP, OpenStack, VSphere Buildpacks Javascript, Python, Java, Go, PHP, Ruby, .NET Orchestration packaging, logging, metrics, healthchecking, patching
- 22. Growing Partner Ecosystem Joint Selling Customized Solutions Resellers Telcos System Integrators ISVs Technology Partners Resellers
- 23. Catalog (Marketplace) https://www.predix.io/catalog/services/ $ cf marketplace $ cf create-service postgres shared-nr my-postgres $ cf bind-service my-iot-app my-postgres
- 24. Many third parties in the mix
- 28. Developer Community and Forum 28
- 29. Predix hackathons 29 Coming up: 11/15-16, San Francisco https://www.ge.com/digital/content/minds-machines-hackathon
- 30. November 14, 2016 Presentation Title 30 predix.io Free 60 Day Trial + Predix Newsletter
- 32. Social Digital Twin Industrial Age Relationship Income Likes Relationship Better ads Equipment type Parts numbers Material properties Maintenance history Operational conditions Sensor data More uptime Safer operations Fuller automation
- 33. Confidential.Not to be copied, distributed,or reproduced without prior approval. Digital Twin: A new application paradigm Assets Cloud Edge App Digital Twin Instances Digital Twin Engine Persist, Run, Orchestrate Predix Platform App AppApp
- 34. Confidential.Not to be copied, distributed,or reproduced without prior approval. Digital Twin: Asset-centric 34 Digital Twin Class Digital Twin Instances Defined by Digital Twin “Builders” Used by developers building apps APIs Analytics Models ML/AI Rules Plug-ins Asset Model Gold Data Other Digital Twins Enterprise Data Sources Event Handlers Asset Class Live Asset Data Configuration Data Context Data
- 35. Analytics Runtime Use this service to support elastic execution of the analytic orchestration. Digital Twin Building Blocks 35 Time Series Quickly and efficiently manage,ingest, store, and analyze data. Asset Data Create and store machine asset models and instances. Machine Create solutions that enable machine-to- cloud, machine-to-machine, and machine-to- human connectivity.
- 36. Predix Asset 36 Predix Asset is purpose-built to store the asset model together with associated data (e.g. usage, history). Traditional RDBMS Approach New Graph DB ApproachID Structure Representation
- 38. Subscribe to “Kalman Filter” 38 AnalyticsDeployment
- 39. November 14, 2016Presentation Title 39 https://www.predix.io/resources/tutorials
- 41. Deploy, Test, Release, Verify Logs 41 AnalyticsDeployment
- 47. Confidential.Not to be copied, distributed,or reproduced without prior approval. What and where are industrial controls? 47 • 10,000 Nodes • Wireless • Mesh Network • 500 Nodes/AP Lighting • -20º to 200ºC • 15K psi • Up to 6G (30 min) DownholeO&G • -40º to 80ºC • IEC60255-21-2 Class 1 shock & vibe Marine Dynamic Positioning • Hermetic • 15 Kpsi • 25-year life • 3000m depth Subsea O&G Locomotives • 20-year life • 10G shock • -50º to +130ºC • Coal dust, silica, Salt Fog, SO2, … • Level A Cert • -55º to 125ºC • 10K hr MTBF • 20G shock AircraftEngines • Level-A Cert • -55º to 125ºC • 200K hr MTBF • 20G shock Avionics • 250K+ I/O points • SONET Rings • -40 to 80° C • Wide-area control Power T&D • 30,000+ I/O points • Rad. Hard 0-100 R/hr • SIL III safety Power Generation
- 48. Confidential.Not to be copied, distributed,or reproduced without prior approval. Controls + Predix = connected controls 48 Predix VIRTUALIZATION SAFE & COOPERATIVE COMMUNICATION Driven by safety, reliability and performance Brings Industrial Internet speed & capability Controls asset behavior Provides safety & security Bridges digital &physical Hosts critical control apps Cloud gateway User experience gateway Security & SW upgrades Host fleet level,non-critical apps Machines
- 49. Confidential.Not to be copied, distributed,or reproduced without prior approval. OT 49 P Predix ERP / CRM L P F L P Data historian HMI station Engineering workstations PrinterControl server (SCADA - MTU) Serial based radio Cellular, satellite, mesh, P/ethernet or serial communication Control server (SCADA - MTU) PumpValve PumpValve Pressure sensor Flow sensor Level sensor Pressure sensor Flow sensor Level sensor RTUPLC Modem gateway Local access Remote station Remote station Modem gateway F Modem gateway HML station Corporate enterprise network WAN Primary control center Backup control center Regional control center Predix Asset optimization Operations optimization Data historian Powered by Predix IT P P P P P
- 50. Confidential.Not to be copied, distributed,or reproduced without prior approval. Predix Machine – sample data flow 50 Predix Machine Predix CloudModbus Websocket Device Embedded Software & Configurations (via Predix Edge Manager) Sensors
- 51. Confidential.Not to be copied, distributed,or reproduced without prior approval. Demo Scenario Setup 51 Predix Edge (R/Pi) Predix Cloud Industrial Device • Industrial (Oil& Gas) Compressor (GE) • Sensors (pressure, temperature, vibration etc.) • Industrial ControlSystem (GE Bentley Nevada) Modbus Websocket Device Embedded Software & Configurations (via Predix Edge Manager)
- 52. Confidential.Not to be copied, distributed,or reproduced without prior approval. Enrolling a non-IP device to Edge Manager 52 Predix-Powered Field Agent Non-IP (Serial & I/O) Connected Devices • RS-485 Hardware Interface • RS-232 Hardware Interface • CAN bus Hardware Interface • One Discrete input • Additional I/O via RSTi EP I/O powered IP Connected Devices • One Wide Area Network (WAN) EthernetPort • Three Local Area Network (LAN) EthernetPorts with Built-in switch • WiFi • Bluetooth http://www.geautomation.com/products/field-agent
- 53. Confidential.Not to be copied, distributed,or reproduced without prior approval. Adapters for Open- and Machine-Specific Standards Machine Gateway Data Source 1 Data Source 2 Data Source 3 Predix Machine-to-Machine Gateway • OPC-UA, Modbus, MQTT out ofbox • + toolset for custom protocol adapters https://github.com/PredixDev/predix-machine-template-adapter- edison/blob/master/src/main/java/com/ge/predix/solsvc/workshop /adapter/IntelBoardSubscriptionMachineAdapter.java
- 54. Confidential.Not to be copied, distributed,or reproduced without prior approval. LaunchPredixEdgeManager 54 EdgeManagement
- 55. Confidential.Not to be copied, distributed,or reproduced without prior approval. ViewConnectedDevices 55 EdgeManagement
- 56. Confidential.Not to be copied, distributed,or reproduced without prior approval. ViewConnectedDevices (e.g.FieldAgent) 56 EdgeManagement
- 57. Confidential.Not to be copied, distributed,or reproduced without prior approval. ViewConnectedDevices (e.g.RaspberryPI) 57 EdgeManagement
- 58. Confidential.Not to be copied, distributed,or reproduced without prior approval. November 14, 2016Presentation Title 58 https://www.predix.io/resources/tutorials
- 60. Predix Dojo – Accelerated time-to-market 1. Sign-up on Predix.io 2. Predix Developer Training/Bootcamp 3. Predix Dojo 4. Product development to Launch Email [email protected] Concept to Working IIoT application in under 5 days “Compress many weeks of work into one week”
- 61. Predix Dojo – What & Why? Solution Architecture collaboration Guided Development Best practices Troubleshooting Deep dive engagement Code snippets/examples Roadmap collaboration 1 • Complete working app in one under one week 2 • Start with right design 3 • Quicker Time to adoption 4 • Faster TTM (Time to Market) & High ROI 5 • Best way to adopt PaaS paradigm 6 • Great insights into Platform & Direction What is offered? How does it help? • The Dojo is not a replacement for training (classroom/e-learning) • The Dojo is designed for developers/architects only Week long hackathon style guided development on your product - work closely with Predix experts
- 62. Predix Dojo – How does it work? Before Dojo Team of 3-6 developers* Complete Predix Training Get Predix Org space Complete Hello World app on Predix Application to develop Proposed solution architecture During Dojo Review/finalize solution architecture & design Plan Sprint Code, code and code Get help from Dojo team as needed 5 days x 12 hours hackathon style Complete Sprint 1 & DEMO After Dojo Continue to MVP1 completion Get remote support from Dojo team for 1-2 weeks Become Predix Champion Think big for your app roadmap/design Go to market faster *Typical DeveloperProfile/Skills • Cloud Foundry: Basics • Backend: One or more backend framework with hands on experience (such as Java & Spring boot/NodeJs/Python) • UI: Hands on experience with Polymer, JavaScript, HTML-5 & Angular JS knowledge/experience • Database: Hands on in one/more of SQL, no SQL, Time series,HDFS/Hadoop ecosystem • Security: User (AAA),application (TLS) and OAuth
- 63. How to get started Register your interest: [email protected] Complete Predix training & “Hello World” app Get Org space on Predix.io (basic account OK) Identify first MVP for Dojo 2 3 4
- 65. Want to learn more? http://predixwebinars.bemyapp.com/ 11/10 @ 1pm CST - Big Iron Meets Big Data 11/17 @ 1pm CST – Developer’s Point of View 12/1 @ 1pm CST – Predix Developer Case Studies 12/8 @ 1pm CST - Building the Digital Twin 12/15 @ 1pm CST - Control Systems to the Cloud
- 67. General Electric reserves the right to make changes in specifications and features, or discontinue the product or service described at any time, without notice or obligation. These materials do not constitute a representation, warranty or documentation regarding the product or service featured. Illustrations are provided for informational purposes, and your configuration may differ. This information does not constitute legal, financial, coding, or regulatory advice in connection with your use of the product or service. Please consult your professional advisors for any such advice. GE, Predix and the GE Monogram are trademarks of General Electric Company. ©2016 General Electric Company – All rights reserved.
Editor's Notes
- #33: Complete digital record – one view with everything Including parts and part history, maintenance records etc in addition to sensor data Platform for uncovering hidden relationships on an ongoing basis