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Why Azure Cloud fits with OPC UA, IoT Edge
technologies and Data Science ?
Vincent Thavonekham
V1.1
Russian
English
Шановний пані та панове, дякую
Shanovnyy pani ta panove, dyakuyu (Dear ladies and gentleman, thank you)
Привет
Privet
Dear ladies and gentleman, thank you (for joining us)
I’m a very dynamic Azure Practice Manager, RD, MVP @VISEO
Enjoy sharing the knowledge and ideas to the Cloud Community
3
www.thavo.com
@vThavo
2013-2015 : Microsoft vTSP Azure
2015: Microsoft p-Seller Azure + ALM TFS + Data
2015: WPC awarded Top 5 best pSeller partner France
2015,16,17,18: Azure MVP Award
2017/18: Microsoft Regional Director
CERTIFICATIONS / DEGREES:
Microsoft Certified Professional
ITIL v3, PRINCE2, ScrumMaster, BEng Honors,
MSc. & PgD IT in Intelligent Systems (distinction & 1st rank)
Author & co-author : DevOps & Azure
(France & international www.aka.ms/aiplaybook)
- Published book, white paper and magazine articles
- Round Table panel on live streaming
(for Electric Cloud, with Gene Kim, The Phoenix project)
MVP Community in Seattle !
 Introduction: Real Cases
4
IoT and AI optimizer
➢ Solar  Energy
CASE 1: IoT and Energy optimization
HOMEDEVICES
PLCOPTIMIZER
On
Off
On
Off
On
Off
SENSORS
➢ More apparatus
& IoT sensors ?
➢ Hard to add more
vendors to the poor
PLC !
Prior to Industry 4.0
➢ Robust protocols
➢ Very Complex
➢ No real-time BI
Source https://dzone.com/articles/learning-about-opc-the-interoperability-standard-f
CASE 2: Manufacturing Industry 4.0 (1/3)
Moving from action to insights
Reduced development time and cost by 80%
by gathering and analyzing data more
efficiently and increasing automation across the
company.
Click to learn more
Building efficiency with IoT
Connected chillers are back online 9x faster
than unconnected equipment, avoiding more
than $300,000 in hourly downtime costs
Click to learn more
Filtering the signal from
the noise
Used analytics to discover actionable insights
around fuel usage, predictive maintenance and
stop unscheduled delays.
Click to learn more
CASE 2: Manufacturing Industry 4.0 (2/3)
Transforming the urban
landscape
Gathered data from sensors and systems to
create valuable business intelligence and shift
from reactive to proactive maintenance.
Click to learn more
Empowering global operations
Collected data from 40,000 sensors around the
world to create a best-in-class forecast that
helps customers make critical operational
decisions.
Click to learn more
Improving equipment to
weather the storm
Gained visibility into equipment usage and a
path to predictive maintenance using machine
learning.
CASE 2: Manufacturing Industry 4.0 (3/3)
Introduction: Real Cases
9
CC0 License
Many providers = Multiple protocols
EU single market : “UK wants to take
back control, and adopt its own
standards & regulations”
• But… UK also wants those standards be
recognized automatically by EU
• European Commission’s answer (Aug 31st) :
 « This is simply impossible! » You cannot
be outside the legal market and shape its legal
order.
Photograph: Alamy Stock Photo
Source: https://twitter.com/EU_Commission/status/903219019104346112
Photograph: Alamy Stock Photo
Source: Devil's Advocate Group + Chunka Mui 2016
Standards are painful !?
In 2016 :
Innovation in 6 words
➢ Think Big
➢Start Small
➢ Learn Fast
➢ Think Big,
➢ Act small,
➢ Fail fast;
➢ Learn rapidly
OPC UA PubSub roadmap
• Microsoft is at the origin
(but not anymore)
• with COM/DCOM
• OPC = OLE for Process
Control
• UA = Universal Architecture
• https://opcfoundation.org/about/opc-
foundation/history/
- Independent and international standard
 IEC 62541 specification
- 10,000 OPC products available in the marketplace
Think big … and global !
Clemens Vaster
➢ More OPC UA, with Pub/Sub
➢TSN : Time Sensitive Network
(set of standards under devt IEEE 802.1
for Ethernet + deterministic real-time bus)
➢PLC + TSN + OPC + Robot moves
➢ Not only a protocol,
➢ Documented Models (security, …),
➢ Document on Ubiquitous language : All team
members speaks the same language with
standardized definition and abbreviations (for
stakeholder, dev, production, support…).
➢Ex. “Complex Data” and “Alarm” and UADP  Else
frustration and waste of time
➢…
➢OPC Foundation’s President Thomas J. Burke said
➢Stefan Hoppe, OPC Foundation’s Vice President said
➢Microsoft has invested considerably in IoT
➢No !
➢Facts : Schneider Electric, Microsoft, General
Electric, ABB, Fuji, Bayer, CERN, DELL, IBM, (and over
400 ones) …
Introduction: Real Cases
21
At the 2014 Hannover Fair trade show, Siemens already offered a preview of the future of the industries.
What is industry 4.0 ?
➢Yes, but …
What is industry 4.0 ?
ERP SAP,
CRM,
Salesforce…
IoT &
Advanced
Robotic
Simu-
lation
Cyber-
Sécurité
SmartData
/ Analytics
“Open”
Cloud
VR / AR, giant
screens, 3D
Printers…
What is industry 4.0 ?
24
Bot, Cognitive Services,
PLC, Devices,
protocols, …
Data Scientists,
Agile BI, Near-real
Time analysis…
Integration at the
heart of the IT
IT architecture,
performance, cost,
Public/Private, …
Audit / Certifications
Forensic-ready design
Datalineage
Cyberassurance
©2017.9VISEOVTH:Industry4.0
➢Cyber physical system ?
ERP = Enterprise Resource Planning
Connected Field Services = Reliable & Fast
Problems ? … Centralized data = Big Brother is watching you !
CABLE DRUMS
ERP (Enterprise Resource Planning) = Reliable & Fast
Problems ? … Centralized data = Big Brother is watching you !
Source : IoT City Tour 2015 © Stefan Hoppe Vice President OPC Foundation
Manufacturing Execution System
Industry 4.0 killing human jobs ?
Yes and No on the overall ! More decentralized sites, commerce, indirect jobs…
“As Adidas announces a new
robot shoe factory, an ILO
report says up to 90% of
workers in south-east Asia
could face unemployment
due to automation”
The Guardian, 2016 Jul 16
Workers on a production line in Ho Chi Minh City, Vietnam.
Nine million people, mostly young women, are dependent on
garment and footwear jobs in south-east Asia.
Photograph: Richard Vogel/AP
IoT not secure ?
Many IoT and IIot hacked  Need secured protocols and project management
Cyber physical system = Hack !
GDPR : Europe has unified its
regulation concerning personal
data privacy & storage (#credit
cards, names, date of birth, …)
July 31, 2017 : Security Flow, 175,000 IoT cameras hackable
➢ Fines 20 million €
Introduction: Real Cases of Industrial IoT
29
“There is No Industry 4.0 without OPC UA” why ?
Germany : OPC UA = Compulsory
Many sources, eg. https://www.pc-control.net/pdf/012017/technology/pcc_0117_industrie-40-opc-ua_e.pdf
Faster, more Precise
and more Effective
Decisions
ESP is transformational
because it enables
situation awareness
Cloud
IoT
Edge
AI
IoT in the Cloud IoT on the Edge
The Cloud hosts
the most Complex
Processing
Simple processing
filtering, batching, compression
Complex processing
Azure Stream Analytics, Cognitive Services
IoT contraints in 2017
• 10 to 15 years ago, no real BigData
• 2017 : explosion of the Data Scientific jobs thanks to BigData,
and the need to process it
• BUT now IoT are returning a massive amount of information
which jams into the network
• We can no longer send real-time infra-red images of 200
cameras to the server, for processing the RAW video
and take actions.
• Data MUST be processed close to
the devices  New discipline :
IoT Edge processing
with Data Science embedded
into the device or the gateway.
IoT contraints in 2017
• IoT Edge Computing & OpenFog
consorsium
• Aim of Microsoft : Rely on
Containers to have a unified
experience in coding DataScience in
both:
• the Cloud (CT)
• and on the Field Device side (OT)
Source 2016: http://www.computer-
automation.de/unternehmensebene/produktionssoftware/
artikel/132760
IoT contraints in 2017
• Azure IoT Edge (was Azure IoT Gateway SDK) :
https://azure.microsoft.com/fr-fr/campaigns/iot-
edge/
• https://github.com/azure/iot-edge
Short term aim:
• Azure Machine Learning
• Azure Stream Analytics
• Azure Functions
• Artificial Intelligence, including Cognitive Services
• Azure IoT Hub communication and device
management features
https://github.com/azure/mmlspark (public 22 August 2017)
Microsoft is very active on Industry 4.0 for years
• Invests : Thousands of $ on
standards
• Contributes : work on projects
• Shares : Talks + GITHUB
• Change : Modify Azure to comply
www.slideshare.net/ClemensVasters/hannover-
messe-2017-systems-federation-in-industrie-40
Introduction: Real Cases of Industrial IoT
41
OPC UA
is for
industry !
➢ Not for small projects
➢ Powerful and robust
➢ Allows unification of devices and save
time and money
➢ Largely documented standard
EVER WANTED TO HAVE A
SUPER-HERO VISION ?
UIR=99.56%
Not a fiction anymore !
with Microsoft HoloLens
FUTURE (not NDA, but
important !)
• Big Bet on Docker (ex. IoT Edge, hence Azure ML) and
GIT
• Python, PySpark (Terabytes of data for many clusters), R
• Carry on Cross platform : OS X, Windows, Linux (CLI)
• IoT Central
• IoT + Blockchain…. (transition to talk !)
Don’t miss out the next
talk about Blockchain !
(deep dive)

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Industry4.0 IoT Vincent Thavonekham - Azure Day Ukraine

  • 1. Why Azure Cloud fits with OPC UA, IoT Edge technologies and Data Science ? Vincent Thavonekham V1.1
  • 2. Russian English Шановний пані та панове, дякую Shanovnyy pani ta panove, dyakuyu (Dear ladies and gentleman, thank you) Привет Privet Dear ladies and gentleman, thank you (for joining us)
  • 3. I’m a very dynamic Azure Practice Manager, RD, MVP @VISEO Enjoy sharing the knowledge and ideas to the Cloud Community 3 www.thavo.com @vThavo 2013-2015 : Microsoft vTSP Azure 2015: Microsoft p-Seller Azure + ALM TFS + Data 2015: WPC awarded Top 5 best pSeller partner France 2015,16,17,18: Azure MVP Award 2017/18: Microsoft Regional Director CERTIFICATIONS / DEGREES: Microsoft Certified Professional ITIL v3, PRINCE2, ScrumMaster, BEng Honors, MSc. & PgD IT in Intelligent Systems (distinction & 1st rank) Author & co-author : DevOps & Azure (France & international www.aka.ms/aiplaybook) - Published book, white paper and magazine articles - Round Table panel on live streaming (for Electric Cloud, with Gene Kim, The Phoenix project) MVP Community in Seattle !
  • 5. IoT and AI optimizer ➢ Solar  Energy CASE 1: IoT and Energy optimization HOMEDEVICES PLCOPTIMIZER On Off On Off On Off SENSORS ➢ More apparatus & IoT sensors ? ➢ Hard to add more vendors to the poor PLC !
  • 6. Prior to Industry 4.0 ➢ Robust protocols ➢ Very Complex ➢ No real-time BI Source https://dzone.com/articles/learning-about-opc-the-interoperability-standard-f CASE 2: Manufacturing Industry 4.0 (1/3)
  • 7. Moving from action to insights Reduced development time and cost by 80% by gathering and analyzing data more efficiently and increasing automation across the company. Click to learn more Building efficiency with IoT Connected chillers are back online 9x faster than unconnected equipment, avoiding more than $300,000 in hourly downtime costs Click to learn more Filtering the signal from the noise Used analytics to discover actionable insights around fuel usage, predictive maintenance and stop unscheduled delays. Click to learn more CASE 2: Manufacturing Industry 4.0 (2/3)
  • 8. Transforming the urban landscape Gathered data from sensors and systems to create valuable business intelligence and shift from reactive to proactive maintenance. Click to learn more Empowering global operations Collected data from 40,000 sensors around the world to create a best-in-class forecast that helps customers make critical operational decisions. Click to learn more Improving equipment to weather the storm Gained visibility into equipment usage and a path to predictive maintenance using machine learning. CASE 2: Manufacturing Industry 4.0 (3/3)
  • 10. CC0 License Many providers = Multiple protocols
  • 11. EU single market : “UK wants to take back control, and adopt its own standards & regulations” • But… UK also wants those standards be recognized automatically by EU • European Commission’s answer (Aug 31st) :  « This is simply impossible! » You cannot be outside the legal market and shape its legal order. Photograph: Alamy Stock Photo Source: https://twitter.com/EU_Commission/status/903219019104346112
  • 13. Source: Devil's Advocate Group + Chunka Mui 2016 Standards are painful !? In 2016 : Innovation in 6 words ➢ Think Big ➢Start Small ➢ Learn Fast
  • 14. ➢ Think Big, ➢ Act small, ➢ Fail fast; ➢ Learn rapidly
  • 15. OPC UA PubSub roadmap • Microsoft is at the origin (but not anymore) • with COM/DCOM • OPC = OLE for Process Control • UA = Universal Architecture • https://opcfoundation.org/about/opc- foundation/history/ - Independent and international standard  IEC 62541 specification - 10,000 OPC products available in the marketplace Think big … and global !
  • 17. ➢ More OPC UA, with Pub/Sub ➢TSN : Time Sensitive Network (set of standards under devt IEEE 802.1 for Ethernet + deterministic real-time bus) ➢PLC + TSN + OPC + Robot moves
  • 18. ➢ Not only a protocol, ➢ Documented Models (security, …), ➢ Document on Ubiquitous language : All team members speaks the same language with standardized definition and abbreviations (for stakeholder, dev, production, support…). ➢Ex. “Complex Data” and “Alarm” and UADP  Else frustration and waste of time ➢…
  • 19. ➢OPC Foundation’s President Thomas J. Burke said ➢Stefan Hoppe, OPC Foundation’s Vice President said ➢Microsoft has invested considerably in IoT
  • 20. ➢No ! ➢Facts : Schneider Electric, Microsoft, General Electric, ABB, Fuji, Bayer, CERN, DELL, IBM, (and over 400 ones) …
  • 22. At the 2014 Hannover Fair trade show, Siemens already offered a preview of the future of the industries. What is industry 4.0 ?
  • 23. ➢Yes, but … What is industry 4.0 ?
  • 24. ERP SAP, CRM, Salesforce… IoT & Advanced Robotic Simu- lation Cyber- Sécurité SmartData / Analytics “Open” Cloud VR / AR, giant screens, 3D Printers… What is industry 4.0 ? 24 Bot, Cognitive Services, PLC, Devices, protocols, … Data Scientists, Agile BI, Near-real Time analysis… Integration at the heart of the IT IT architecture, performance, cost, Public/Private, … Audit / Certifications Forensic-ready design Datalineage Cyberassurance ©2017.9VISEOVTH:Industry4.0 ➢Cyber physical system ? ERP = Enterprise Resource Planning
  • 25. Connected Field Services = Reliable & Fast Problems ? … Centralized data = Big Brother is watching you ! CABLE DRUMS
  • 26. ERP (Enterprise Resource Planning) = Reliable & Fast Problems ? … Centralized data = Big Brother is watching you ! Source : IoT City Tour 2015 © Stefan Hoppe Vice President OPC Foundation Manufacturing Execution System
  • 27. Industry 4.0 killing human jobs ? Yes and No on the overall ! More decentralized sites, commerce, indirect jobs… “As Adidas announces a new robot shoe factory, an ILO report says up to 90% of workers in south-east Asia could face unemployment due to automation” The Guardian, 2016 Jul 16 Workers on a production line in Ho Chi Minh City, Vietnam. Nine million people, mostly young women, are dependent on garment and footwear jobs in south-east Asia. Photograph: Richard Vogel/AP
  • 28. IoT not secure ? Many IoT and IIot hacked  Need secured protocols and project management Cyber physical system = Hack ! GDPR : Europe has unified its regulation concerning personal data privacy & storage (#credit cards, names, date of birth, …) July 31, 2017 : Security Flow, 175,000 IoT cameras hackable ➢ Fines 20 million €
  • 29. Introduction: Real Cases of Industrial IoT 29
  • 30. “There is No Industry 4.0 without OPC UA” why ? Germany : OPC UA = Compulsory Many sources, eg. https://www.pc-control.net/pdf/012017/technology/pcc_0117_industrie-40-opc-ua_e.pdf
  • 31. Faster, more Precise and more Effective Decisions ESP is transformational because it enables situation awareness
  • 33. IoT in the Cloud IoT on the Edge
  • 34. The Cloud hosts the most Complex Processing Simple processing filtering, batching, compression Complex processing Azure Stream Analytics, Cognitive Services
  • 35. IoT contraints in 2017 • 10 to 15 years ago, no real BigData • 2017 : explosion of the Data Scientific jobs thanks to BigData, and the need to process it • BUT now IoT are returning a massive amount of information which jams into the network • We can no longer send real-time infra-red images of 200 cameras to the server, for processing the RAW video and take actions. • Data MUST be processed close to the devices  New discipline : IoT Edge processing with Data Science embedded into the device or the gateway.
  • 36. IoT contraints in 2017 • IoT Edge Computing & OpenFog consorsium • Aim of Microsoft : Rely on Containers to have a unified experience in coding DataScience in both: • the Cloud (CT) • and on the Field Device side (OT) Source 2016: http://www.computer- automation.de/unternehmensebene/produktionssoftware/ artikel/132760
  • 37. IoT contraints in 2017 • Azure IoT Edge (was Azure IoT Gateway SDK) : https://azure.microsoft.com/fr-fr/campaigns/iot- edge/ • https://github.com/azure/iot-edge Short term aim: • Azure Machine Learning • Azure Stream Analytics • Azure Functions • Artificial Intelligence, including Cognitive Services • Azure IoT Hub communication and device management features https://github.com/azure/mmlspark (public 22 August 2017)
  • 38. Microsoft is very active on Industry 4.0 for years • Invests : Thousands of $ on standards • Contributes : work on projects • Shares : Talks + GITHUB • Change : Modify Azure to comply www.slideshare.net/ClemensVasters/hannover- messe-2017-systems-federation-in-industrie-40
  • 39.
  • 40. Introduction: Real Cases of Industrial IoT 41
  • 41. OPC UA is for industry ! ➢ Not for small projects ➢ Powerful and robust ➢ Allows unification of devices and save time and money ➢ Largely documented standard
  • 42. EVER WANTED TO HAVE A SUPER-HERO VISION ? UIR=99.56%
  • 43. Not a fiction anymore ! with Microsoft HoloLens
  • 44. FUTURE (not NDA, but important !) • Big Bet on Docker (ex. IoT Edge, hence Azure ML) and GIT • Python, PySpark (Terabytes of data for many clusters), R • Carry on Cross platform : OS X, Windows, Linux (CLI) • IoT Central • IoT + Blockchain…. (transition to talk !) Don’t miss out the next talk about Blockchain ! (deep dive)