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Vendredi 2 juin 2017 Evénement Cisco pour l’Industrie 4.0 “Entrez dans l’usine du futur” #IoTforBusiness @CiscoFrance

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Page 1: Entrez dans l'usine du futur

Vendredi 2 juin 2017

Evénement Cisco pour l’Industrie 4.0

“Entrez dans l’usine du futur”

#IoTforBusiness @CiscoFrance

Page 2: Entrez dans l'usine du futur

Head of IoT – Cisco France02/06/2017

Agenda & Introduction

Fabien MEDAT @fmedat

#IoTforBusiness @CiscoFrance

“Entrez dans l’usine du futur”

Page 3: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Agenda • 09h00 – 09h15 : Introduction

• 09h15 – 09h45 : Démonstration live : qu’est-ce qu’une usine connectée ?

• 09h45 – 10h15 : Prendre de meilleures décisions grâce à l’IoT industriel

• 10h15 – 10h30 : Pause networking

• 10h30 – 11h00 : Eliminer les temps d’interruption grâce à la maintenance prédictive

• 11h00 – 11h45 : Cybersécurité & Industrie 4.0

• 11h45 – 12h15 : Collaboration BEL & CISCO : Mise en place d’un pilote autour de l’usine d’Evron, dans un environnement multi-constructeurs

• 12h15 – 12h30 : Conclusion

• 12h30 : Cocktail déjeunatoire

Ce matin, partagez votre expérience sur Twitter

#IoTforBusiness @CiscoFrance

Page 4: Entrez dans l'usine du futur

Invisible Things and Devices

Siloed OT and IT

Unsecured Access

INDUSTRIAL DATA CENTER

IT

THINGS AND DEVICES

ERP/MRP

LOB

EDGE

OPEN ANALYTICS

USERS

CLOUD

SUPPLY CHAIN

Old Factory ModelSiloed, Slow, Unsecure, Expensive, and Complex

Page 5: Entrez dans l'usine du futur

Changing Trends Are Driving Changing Priorities

How canI better

manage my

globalsupplychain?

How can Ireduce

downtime?

I need toimprove

productquality

How do Iimprove

workforceproductivity?

How caninnovation

drive profits?

I need to achieve

real-time visibility

How can Iintroduce

new products faster?

Page 6: Entrez dans l'usine du futur

What IoT Technologies Support Digital Manufacturing?

77%

Data

Analytics

69%

Factory

Automation

67%

Connectivity

Technologies

55%

Mobile

Devices

53%

Location

Technology

Source: SCM World/Cisco “Smart Manufacturing & the Internet of Things 2015” survey of 418

Manufacturing Business Line Executives and Plant Managers across 17 vertical industries.

Page 7: Entrez dans l'usine du futur

Reduction in

Defects

49%Defect rate

down from

4.9%

to 2.5%

Reduced

Downtime

48%Unplanned

downtime down

from 11%

to 5.8%

OEE

Improvement

16%Average OEE

improved

from

74% to 86%

Improved

Inventory

35%Inventory

turns increased

from

14 to 19

Reduction in

Energy Use

18%Annual energy

cost down from

$8.4M

to $6.9M

The Real Economic Value is Immense

New Product

Introduction

23%New product

introduction cycle

time reduced from

15 to 11

Source: SCM World/Cisco “Smart Manufacturing & the Internet of Things 2015” survey of 418

Manufacturing Business Line Executives and Plant Managers across 17 vertical industries.

Digital Manufacturing Driving Business Outcomes

http://www.infodsi.com/articles/169017/usines-

intelligentes-contribueront-500-milliards-dollars-

economie-mondiale-cours-cinq-prochaines-annees.html

Page 8: Entrez dans l'usine du futur

A Digital Factory CoreTap into the Power of Data with Cisco

itIT OT

Turn Data Into InsightsOrchestrate &

Manage Data Flow

Manage Intelligent Edge

Protect with End to End Security

Connect with Industrial Infrastructure

Turn Insights into Action with Collaboration

Page 9: Entrez dans l'usine du futur

Digital Manufacturing Challenges & Cisco Solutions

Siloed Networks

Data Overload

Need to automate extraction of insights and resulting actions

Complex Integration

Expanded Security Vulnerability

Business

Processes

Manage Data

from Edge to Cloud

End-to-End Security

Unified Connectivity

Analytics

and Applications

Purpose-built, simply

managed network

Network as an Enforcer

Compute from Fog

to Cloud

Edge & Cloud-based

Visibility

Validated Designs

Partner Eco-System

+

Page 10: Entrez dans l'usine du futur

Experience coordinator02/06/2017

Démonstration live

Qu’est-ce qu’une usine connectée ?

Craig TRANTER @c_tranter

#IoTforBusiness @CiscoFrance

Page 11: Entrez dans l'usine du futur

Manufacturing advisor - Cisco02/06/2017

Prendre de meilleures décisionsgrâce à l’IIoT

Pierre GUILLEMAUD

#IoTforBusiness @CiscoFrance

Page 12: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Manufacturing Digital Business Imperatives. . . where manufacturers are focusing today

Protect and Enhance Brand Value

Drive Operational Excellence and

Productivity

Global and Collaborative Product Development

Accelerate Development

and Scale of New Products and Services

Real time data exchange

Paperless

Augmented reality

Integrated ManufacturingSupply Chain

Page 13: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

What’s On Your Plant Manager’s Mind?

• Accelerate time to Volume or Project Completion

• Manage Volume and Variability (Supply Chain)

• Reduce Downtime

• Reduce Shrinkage ?

• Improve Scheduling & Capacity utilization

• Manage OEE

• Improve Safety & Auditability

• Comply with legislation

• Guarantee Security

Page 14: Entrez dans l'usine du futur

Typical Manufacturing Challenges

NPI & Re-tooling CyclesAssembly tooling is fixed & hardwiredProduction line optimization and sizing painful

Un-Planned outageRobot

Machine

Material Logistics and PlanningLocation based servicesMaterial flow for production

Total QualityCasting issues found in maching

re-call resolution is poor re-work is costly

Fabrication & MachineNo visibility

No OptimizationNo Efficiency

Page 15: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

ConnectedMachines

FactoryNetwork

FactoryWireless

Analytics & Big Data

Collaboration

Security

FactoryCompute

Compute & Virtualization

Connected Factory Solutions

Page 16: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

of the Digitization potential

Value at Stake can be driven

by improvements in

Manufacturing

35%398

94

142

87

123

107 19 14

0

150

300

450

600

Sm

art

Manufa

ctu

ring

Supply

Chain

Em

plo

yee

Pro

ductivity

Pro

duct

Develo

pm

ent

Security

& S

afe

tyand A

sset

utiliz

ation

IT T

CO

IoE

Investm

ent

Tota

l

Contr

ibution to E

BIT

(€

mn)

Source: Cisco Consulting Practice

• Lower Waste and Rework Costs €59M

• Higher Yield of Raw Materials €28M

• Energy Consumption Savings €5M

• Lower Unplanned Downtime €50M

Smart Manufacturing sources of €142M value:

Capturing New Value Potential from DigitizationBack of the Envelope & Outside-In Estimate for a Manufacturer

Page 17: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

“ Data is the Value ”

“ Network is the Platform ”

Page 18: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Manufacturing Digitization Across the Value Chain

Connected R&D

Connected factory

Connected customer

Connected products providing innovate insights

Global, virtual, 3D, collaborative

Plant-floor platform providing converged connectivity

Advanced capabilities to streamline process

Visibility enabling informed and fast decision making

Security to enable traceability and confidence

Intelligent customer care through connected products

Empowered sales to reach the right customer at right time

Protect and enhance brand value

Drive operational excellence and productivity

Global and collaborative product development

Accelerate development and scale of new products and services

Connectedassets Connected

Supply Chain

Page 19: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Manufacturing: Digital Paperless Factory IT intensive, top-down !

Capteurs

A

EERP

ManufacturingExecutionSystem

Automation, PLCs

I/Os, Sensors

Historian

TMS

QMS

BPLM

Cloud

CAMS

Page 20: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Invisible Things and Devices

Old ModelSiloed, Slow, Unsecure, Expensive, and Complex

OPEN

ANALYTICS

USERS

INDUSTRIAL

DATA CENTER

IT

EDGE

LOB

THINGS AND

DEVICES

SiloedOT and IT

CLOUD

Unsecured Access

Page 21: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Enable IoT:Thing to User

Machine/User Collaboration (Spark)• Data to action with m-to-p • Instantly connect right teams and remote

experts

Intelligence at Edge (IOX)Network as computer and security device

High Density Wireless• OT things that move• Location services• In plant communications

Remotely Manage Data Fabric • Remotely install, update, manage IoT gateways & apps• Secure, high speed, flexible data pipe (multi-hop) • Interoperability layer & connectors

Dashboards to monitor assets & plants (CAM) • Monitor and track

sensors, things, machines, people

• Two-way policy/control

Virtualized Compute• Plant server room• Plant floor workstations• Cloud (Hadoop etc…)

Securely connect horizontally & vertically (Connected Factory)• Best in class OT and IT connectivity• Inbuilt security, identity, & access control• Threat monitoring & deep packet inspection

Page 22: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Page 23: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

IoT Value Chain and Cisco’s Role

Networking

Layer

Dashboards

&

Application

Enablement

Operational

Applications

Secure IP Fabric

Protocol Normalization & Edge Processing (IOx)

Ethernet Wi-Fi LoRaMesh(Wi-Fi & 6LoPAN)

Serial (CAN, USB,

Modbus)

3G/LTE

DNA-Center, Prime

Infrastructure

IndustrySpecific:

INDFND

Established: Amazon, Microsoft Azure, IBM, GE, PTCStart-ups: Davra, Relayr, Fog Horn, Telit, PubNub

CAM (Cisco Assets Mngt)

Data Delivery

Itron, Rockwell, Siemens, Emerson, Honeywell, GE, Oracle, ABB, SAP

Jasper Control Center

Things

IoT Ready

Page 24: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

EtherNet/IP, Profinet

Real–Time Control (Profibus DP, PA, Foundation Fieldbus)

Fast Convergence

Traffic Segmentation and Management

Ease of Use

Site Operations and Control

Multi-Service Networks

Network and Security Management

Routing

Application and Data share

Access Control

Threat Protection

Enterprise/IT Integration

Collaboration

Wireless

Application Optimization

Cell/Area ZoneLevels 0–2Layer 2 AccessField Bus

Production ZoneLevel 3Distribution and Core

Demilitarized Zone(DMZ) Firewalls

Enterprise NetworkLevels 4–5

Converged Plantwide Ethernet Architecture

Firewall(Active)

Firewall(Standby)

DCSMES

CiscoASA 5500

CiscoCatalyst Switch

Network Services

Cisco Catalyst6500/4500

Cisco Cat. 3750StackWiseSwitch Stack

Patch ManagementTerminal ServicesApplication MirrorAV Server

Cell/Area #1(Redundant Star Topology)

Drive

Controller

HMI Distributed I/O

Controller

DriveDrive

HMI

Distributed I/O

HMI

Cell/Area #2(Ring Topology)

Cell/Area #3(Linear Topology)

Cisco Layer 2 Access Switch

Controller

Web Apps DNS FTP

Internet

Gbps Link for Failover Detection

Page 25: Entrez dans l'usine du futur

25© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 25© 2015 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

INTERNET OF THINGSINTERNET OF THINGS

APPLICATIONS

Fog Computing

Management and Automation

Network Connectivity

SecurityCyber and Physical

Data Analytics

Application Enablement

Platform

APPLICATIONS

CloudFog

The Cisco IoT System

Page 26: Entrez dans l'usine du futur

Cisco Secure Ops Capabilities

Behavioral Intelligence

3rd Party Patching

Threat/Anomaly Detection

Secure Remote Access

Critical Asset Discovery &

Inventory

ProcessPeople Technology

Delivered and Managed by Cisco or Cisco+Customer or Partner

Page 27: Entrez dans l'usine du futur

Digital Manufacturing Drives New Partnerships

Marketplace / EcosystemManufacturing IT

Business alignment

Security

Integration / Connectivity

Platform / Applications

Cloud ServicesA New Way of ThinkingFactory Services

Page 28: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

101001001

Machine Cloud

001101001 00110100101011

Factory

Analytics

MES

QMS

LMS

RTLS

Historian

OEM X

OEM X Cloud

Service

Manufacturers Dilemma N - number of Proprietary Systems

B

B

001101

D

D

001101

C

C

001101

A

A

001101

5ME

FORCAM101001001

N# of API Level IntegrationHard coded IP AddressesN# of Data StructuresN# of Semantic structuresForensics extremely HardN# of Policy InterfacesNo Centralized data control & Gov

Page 29: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

101001001

Machine Cloud

001101001 00110100101011

Factory

AnalyticsMES

QMS LMS

RTLS

Historian

OEM X

OEM X Cloud

Service

B

B

001101

D

D

001101

C

C

001101

A

A

001101

Central MessagingPolicy & GovernanceMachine Obscurity

Producer/ConsumerFine Grain ControlBoundry Control

NEW DATAMachine Data

Parametric DataProcess DataTooling DataEnergy Data

The answer is a Data Delivery Infrastructure provided by DDP Fog

Page 30: Entrez dans l'usine du futur

Factory

Data Collector

Factory

Connected Machine ServicesLarge Factory Point of View

OEE

Analytics

MES

DNC Local

Applications

OEM 1

Cloud

OEM’s Innovate through

Software and Services

On top of Cisco IOT Platform

Manufactures get control of

their Data

Factory Controls

Data, Access, Security

• Centralized Data Collection

• One Platform

• Common Management

• Multi-tenant

• Common Data Model(MTConnect)

• Automation(Discovery & Provision) is Key

IOT Cloud

Distribution

Factory Control

Data control

Data Visualization

Management

Governance

OEM 2

Cloud

OEM 3

Cloud

Page 31: Entrez dans l'usine du futur

Factory

Data Collector

Factory

Cisco IOT

Cloud

Distribution

Connected Machine ServicesOEM Point of View - Large Factory

OEM Cloud Service

Scaled, Automated, Secure

Data, Analysis, Insight

OEE

Analytics

MES

DNC Local

ApplicationsFactory Control

Data control

Data Visualization

Management

Governance

OEM Offers

Standard Digital Interface & Data

Model to the Factory

OEM

Clou

dPredictive

Digital MRO

Secure Access

Manufacturing Customer will

Use Factory Data Collector to

Control Data and support

multiple OEMs

Page 32: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

The Need for DDP Fog (Factory Data Platform)

DNC

Factory ControlData controlData VisualizationManagementGovernance

OEE

Analytics

MES

Local Applications

Facto

ry Data

Colle

cto

r

Factory

Data Transformation• Analysis & Streaming analytics• Filtering & Reduction• Reporting / Dashboard• Protocol Translation

Data Storage• High Speed• Application Integration

ParstreamODBCJDBC

DDP Fog (EFF)

DDP Cloud Gateway

3rd PartyMicro -services

OEM X OEM Y OEM Z

Message Routing• GUI Based Control over data• Machine to Cloud, Data Base, Application• Fine Grain Pub/Sub w/ Topics• Reliable Message Delivery• Data Governance

Cloud Ready• Security• Data Path Automation• 3rd party micro-services• One touch to deploy• Management and Monitoring

IOX

UCS-C

Page 33: Entrez dans l'usine du futur

DATA DATA

Fog NodeEdge Node

DATA

AnalyticsIoT Devices

IoT Devices Analytics

DATA

Distributed Analytics (For High Volume, Time Critical, Regulated Data)

Cloud Based Analytics (Low Volume, Non Perishable, Non Regulated)

Analytics Analytics

Distributed Real Time AnalyticsBring Analytics to the Data

Page 34: Entrez dans l'usine du futur

© 2014 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 34

IE4000 Switch Cisco Streaming Analytics

Software Inside

Page 35: Entrez dans l'usine du futur

• Offshore; can’t get data to the cloud or network easily

• Mission critical decision processes

• Split second timing to improve operations

What to look for: Customer Situation

• 2-5 minute turnaround time for outage notification

• Lower operating costs

• Faster decision making, better analytics

Customer Goals

• Distinct industry approach

• Existing customer relationship/trust

• Ability to work with IBM for router to cloud approach was key

Why We Were choosen

Chevron

Page 36: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Innovation Centre

Page 37: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

• https://www.youtube.com/watch?v=XpkZQHiTClM

Large Aircraft Engines manufacturer

Page 38: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Asset Management Use CasesAsset Utilization

• Track supply chain - parts in transit

• Inventory - Accuracy of receivables

• Retrieve misplaced components, subassemblies, etc.

• Locate missing tools, test harnesses, etc.

• Vehicle location for smarter dispatch

• Preventive maintenance alerts

• Proof of tool/jig calibration

Material Flow Efficiency

• Wireless restocking trigger E-Kanban

• Choke point recording

• The right supplies get to the right place

• In-line rework

• Bar Code replacement

Business Outcomes

Production throughput increase

Improved equipment utilization

Reduced scrap

Labor efficiency

“82% improvement in retrieval time results inincreased throughput, and “on time delivery” wasimproved 13%” – Ops Manager, Semiconductor

IoT& Digitisation

Page 39: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Categories of Use Cases With

Attractive ROI(A) Track High Value Assets in Large Areas (B) Integrate to Business Processes To

Improve Efficiency

Heavy Equipment Manufacturer

• 5% improvement in cycle time

• 40% improvement in replenishment times

Track valuable subassemblies

Locate chassis for rework

Smart dispatching of tugs

Identify underutilized fork trucks

Locate forming dies & track utilization

Wireless read of work order instructions

Automate pull signals for restocking

Replace inefficient bar code scanning

Manage FIFO inventory requirements

Automate inventory accounting

Glass Manufacturer

• 65% reduction in scrap

• Increased throughput and decreased cycle time

Page 40: Entrez dans l'usine du futur

RTLS Architecture

Open Ecosystem

Scalable

Infrastructure

Leverage Common

Wireless

Infrastructure

Track Any Wi-Fi

Device or Tag

Chokepoint

Integration

Applic

ations

and M

anagem

ent

Wirele

ss

Infr

astr

uctu

reD

evic

e

AccessPoint Access

Point

Access Point

Wireless LAN Controller

Mobility Services EngineEnterprise

NetworkCisco® Identity Services Engine (ISE)/ Cisco PrimeTM Network

Chokepoint

CAM 6.0 for RTLS

Partner Applications

Single Pane of

Glass for Cockpit

Dashboard

Page 41: Entrez dans l'usine du futur

Challenge

Long Tire Assembly Search Times by Operators Increased Cycle Times, Decreased Labor Optimization, and Noncompliance with Production Schedules. High Scrap Rate Associated with Lost Carriers.

SolutionImplement LBS Solution to Track All Carriers in Real-time Using T2 Tags and Cisco Unified Wi-Fi network

Allow Material Handlers/Truckers and Managers to Search for Component by ID, Tread Number, Material Code (FIFO))

Business Outcomes

Continuous Real-time Visibility Across Entire Plant

20% Reduction of Breaker Component Tire Loss

Increase in tire machine utilization ensuring increased production and overall equipment efficiency (OEE)

Factory Wireless at Continental Tire

Page 42: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Continental realize immediate gains with

Active Asset Tracking

“We are confident that this project will result in a high ROI, and that this technology will help us to boost production from 33,000 to 37,000 tires per day.”

Christian Matejicek, IT Manager,

Continental Tire

42

Documented customer results:• 6.8% throughput increase

• 13% on-time delivery improvement

• 40% cycle time reduction

• 65% scrap reduction

• 5% Takt time improvement

• 99% find rate (in first minute)

• Typical 6-month investment payback

AeroScout Confidential

Page 43: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Flexible

Manufacturing

Digital Dashboard to

see entire value

chain

1faster production

(TAKT time)

11%Faster Reconfiguration

(2 Weeks 4 Hours)

20x

Unified

Network

HQ

Factory Workers

“What used to take hours or

days to triage and troubleshoot

problems now takes seconds.”

- David Gutshall,

Harley-Davidson Motor Company

1200 possible BTO

configurations

A new

motorcycle

produced

every

79seconds

Factory Network at Harley

Watch Video

Industry Insights Buyer Intelligence Solutions Overview Sales Resources Additional Resources

Network Wireless Security Connected Machines

Page 44: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Yet in the IoT world, smooth sailing is rare

26%

of all surveyed companies are successful with their IoT Initiatives

Only…

Page 45: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Among the most successful, key best practices emerge

Collaboration between IT and

the business

IoT expertise: internal & external

partnerships

Technology-focused culture

Page 46: Entrez dans l'usine du futur

© 2014 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 46

Cisco’s Place in the Solution Stack - Partnerships

Ecosystem

IP Connectivity

Enablement

Wireless

1550 SeriesRuggedized Wireless AP

Embedded

5915 Embedded Services Router

Switching

IE 2000IE 3000CGS 2520

Routing

819CGR 1120

Video & Analytics

IPICS, VSM, Cameras

Field Networking

CGR 2010, NMS

Endpoint SW, CGR

Solution Archetypes: Rugged Plant Network, Field Area Network, Fleet Mgmt, Surveillance, Incident Response

Page 47: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Business and IT Must Work Together

Must Come Together

…while being disrupted by digitization

Value drivers

Services

Resources

Asset utilization

Time to Market

Supply-Demand matching

Big data

analytics

IoT

Digital

Cloud

Cyber Security

Mobility &

Collaboration

Page 48: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Pause networking

#IoTforBusiness @CiscoFrance

Page 49: Entrez dans l'usine du futur

CEO – Tell Me Plus02/06/2017

Eliminer les temps d’interruptiongrâce à la maintenance prédictive

Benoît GOURDON @TellMePlus

#IoTforBusiness @CiscoFrance

Page 50: Entrez dans l'usine du futur

Eliminer les temps d’interruption grâce à la

maintenance prédictiveBenoit Gourdon, CEO Tellmeplus

Page 51: Entrez dans l'usine du futur

2

Vision

INDUSTRIAL

DATA

AI

AUTOMATION

AI

EVOLUTION

Page 52: Entrez dans l'usine du futur

3

INDUSTRIAL

DATA

Page 53: Entrez dans l'usine du futur

4

Industrial data

Format

Volume

Connectivity Real-time

Security

Privacy

Page 54: Entrez dans l'usine du futur

5

AI EVOLUTION

Page 55: Entrez dans l'usine du futur

6

AI Evolution

AI is moving at the edge/

inside the objects

AI followed

same evolution path

as IT & infrastructure

Page 56: Entrez dans l'usine du futur

7

EMBEDDED AI

enable local decisions

even when network is down

Page 57: Entrez dans l'usine du futur

8

Smart objects are

dumb

when not

connected

Page 58: Entrez dans l'usine du futur

9

AI AUTOMATION

Page 59: Entrez dans l'usine du futur

10

AI driving AI

Automating

existing manual process

is a

dead end

Page 60: Entrez dans l'usine du futur

11

Automating AI

without seamless

deployment

is

useless

Page 61: Entrez dans l'usine du futur

12

Vision

INDUSTRIAL

DATA

AI

AUTOMATION

AI

EVOLUTION

Page 62: Entrez dans l'usine du futur

13

Solution

IoT PLATFORMFEATURE

ENGINEERING

META ACTIVE

MACHINE LEARNING

EMBEDDED AI

Page 63: Entrez dans l'usine du futur

About Tellmeplus

Page 64: Entrez dans l'usine du futur

15

Meta Active Machine Learning technology Paris &

Montpellier

R&D mathematicians

from CNRS3 Patents

2011 creation

FounderJM Cambot

21

Software

vendor

Predictive Analytics

2016 4,2M€ raised

CEOBenoit Gourdon

About us

Page 65: Entrez dans l'usine du futur

SaaS predictive analytics platform

for augmented experts

to create automatically

AI-based prescriptive models

deploy seamlessly in the cloud / at the edge

Predictive Objects

Page 66: Entrez dans l'usine du futur

For whom?

IoTPlatforms

Industrial Internet

CustomerIntelligence

6

Page 67: Entrez dans l'usine du futur

18

Partners & Customers

Integrators

Technology

Customers’ references

Page 68: Entrez dans l'usine du futur

19

Predictive Objects scope

Data collection

Data cleansing

Data preparation

ModelingPerformance monitoring

TELLMEPLUS

Page 69: Entrez dans l'usine du futur

20

IoT

Applications

Business

Applications

Management

Edge / Fog

Processing

IOx IOx IOx

• Optimized hardware footprint

• No need for separate compute

machinery

• Integrated security

• Device communications

• Empowered edge

processing

• Reduced latency &

bandwidth cost

Edge / Fog

Processing

IOx

Data Center

Empowering the Edge

Compute inside

the network

POPOPOPO

POPO

PO

Page 70: Entrez dans l'usine du futur

21

Page 71: Entrez dans l'usine du futur

22

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23

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24

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25

Copie d’ecran ready to deploy

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26

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27

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28

Copie d’ecran Push

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29

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30

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Use cases / Case studies

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IIoT PlatformsUse Case

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PRESCRIPTIVE MAINTENANCE

EMBEDDED INTELLIGENCE

PROCESS MANAGEMENT

Industrial InternetUse Cases

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34

Process managementSemi-Conductors

Predict process qualityAll data (+ variables & exogenous)

Real-time prediction per entity

Identify defective die Optimized model for local identification

Identify defective die early stage

Actionable

prescriptionsExplain in business language, act &

fix

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Predictive MaintenanceSmart TV

Predictive Objectsmake the Smart TV

intelligenteven when not connected

Prescriptive Maintenance

Enriched User Experience

Welcome in the

INTELLIGENCE OF

USAGE

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36

Settings

1,000+ wind turbines

6 months-3 years of data history

50 to 200 sensors per wind turbine

15 min data collection intervals

100 Gb data

Initial results

Prediction 24/48h - more than 1 week ahead

Accuracy = 80%

“Equipment E will break down in 1 month”

“Because of reasons X, Y, Z… andweather”

“Operator, you need to replace part P”

“And these are the steps to replace it”

Predictive MaintenanceWind Turbines

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37

Battery failures predictions• Battery voltage, lights on/off, driver’s behavior,

car model, mileage, GPS, …

• + exogenous data (seasonality, weather,…)

• 100Go

• 1000 cars

• Dataset 200 columns

• Sensors: seconds to minutes

Works even when network is not available!

Predictive MaintenanceCar Battery

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38

Use cases – Automotive Xee

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• Simple, easy to use

• Seamless deployment

• Designed for subject matter Experts

• Resilience, real-time, security

• Cost effective

• Intelligence as a service

Value Proposition

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Automated Embedded

Artificial Intelligence

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Architect for Manufacturing - Cisco02/06/2017

L’infrastructure au service de la cybersécurité de votre usine

Wissam LOUDHAIEF @WissamLOUDHAIEF

#IoTforBusiness @CiscoFrance

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Industries 4.0 Adoption Challenges

“78% of IoT Initiatives led by LOB”

IT must insure reliability, security & standards

IT and OTConvergence

24% of cyber attacks occur in

manufacturing (among top three

targeted industries)

Exponential increase in

attack surface with Industrie 4.0

Security Risks Data Overload

How to manage massive

amounts of data

How to turn data Into insight

and action

Complexity

Multiple protocols

Network Automation and

Management is critical to managing

millions of IoT devices

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Convergence of IT and OT

IT

• Protect IT Assets• Confidentiality,

Integrity, Availability• Data, Voice, Video• Network

Authentication• Threat Detection

OT• Operations

uptime/Safety• High Availability,• Integrity, Confidentially• Control

Protocols/Motion• Physical Access• Process Anomalies

Cyber-SecurityIT/OT Convergence

The Rigid Silos between IT and OT

• Security Risk Assessment• Asset Visibility across IT/OT• Segmented Access Control• Evolving Security Regulations • Remote Access

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

IoT Systems as Attack Surface

Automation vendors still ship application updates on EOL Windows platforms

Vulnerabilities found in industrial systems rose 2400% from 2009 to 2015

The most common Ethernet based OT protocol lacked authentication till Fall of 2015

Yet Ethernet in manufacturing grew 96% the three years before

ICS Vulnerabilities Reported – ICS-CERT

20% Growth of Incidents in 2015- US ICS-CERT

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

2000Australia:Sewage released into fresh water

2005 Japan:Malware releases nuclear plants data

2010Stuxnet discovered

2013Malware on OT vendor site infects firmware

2015Ukraine:Grid taken down for up to 6 hours

Escalating Attacks in IoT Domain

2016Mirai botnet launches largest DDoS

2003USA:Software bug causes power outage for 50M people

2008Poland:City trams derailed by teenager with TV remote control

2012Saudi Arabia:Duqu wipes 30k computers

2014Germany:Malware damages smelter

2017Attack triggers 150+ warning sirens across Dallas

2017WannaCry

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Connected Factory Wireless

Connected Factory Network

Connected Factory Security

Ethernet

Managed Switches

Connected IT/OT Network

Management in OT Tools

SDN for Plug & Play Factory

Factory Wi-Fi (ad Hoc)

Unified Factory-Wide Wi-Fi

Wi-Fi Management Tools

LBS-Ready WiFi

Hyper Location

Industrial DMZ

Network Access Control

Central Identity and Policy

Secure Remote Access

Industrial Protocol DPI

1.

2.

3.

4.

5.

1.

2.

3.

4.

5.

1.

2.

3.

4.

5.

Infrastructure Building Blocks for the Digital Factory

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Security Readiness in Today’s Typical Factory

Connected Factory Security

Industrial DMZ

Network Access Control

Central Identity and Policy

Secure Remote Access

Industrial Protocol DPI

1.

2.

3.

4.

5.

Where are You?

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Evolve to Security: Phased Security ArchitectureFirst Phase –Secured Connectivity

Second Phase –Secured Visibility & Control

Third Phase –Converged Security & Depth

Level 5

Level 4

Level 3

Level 2

Level 1

Enterprise Network

Site Business Planning & Logistics Network

Enterprise Zone

DMZ

Manufacturing Zone

Cell/Area Zone

Site Manufacturing Operationsand Control

Area Supervisory Control

Basic Control

ProcessSensors Drives Actuators Robots

FactoryTalkClient

HMI MagelisHMI

EngineeringWorkstation

Operator

Interface

BatchControl

DiscreteControl

DriveControl

ContinuousProcessControl

SafetyControl

FactoryTalkApp Server

FactoryTalkDirectory

EngineeringWorkstation

DomainController

Terminal Server RDP Server App Server Patch Mgmt.

E-Mail, Intranet, etc.

Zone SegmentationControlled Conduits

Application ControlThreat Control

Policy Driven ResponseDeeper Vision / Control

Level 0

v v

v

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Addressing Cybersecurity ChallengesVisibility

Lack of visibility into what assets are connected to the network

Solution: Identify all assets (non-IP and IP). Deep packet inspection.

Legacy Infra.

Legacy control systems more prone to cyber threats

Solution: Stop threats at each layer of infrastructure.

Change Control

24x7 manufacturing is a very challenging environment to do change controlSolution: Stop threats before they spread. Automate remediation.

Multi-site scale

Autonomy, inconsistency & difficulties with securing facilities across company

Solution: Cisco enterprise-class portfolio

Patch Mgmt.

Outdated OS/Firmware on machines, sensors, PCs, HMIs, etc

Solution: Stop threats before they hit unpatched systems.

Partner Access

Securing and managing partner and vendor plant floor access:

Solution: ISE. AnyConnect VPN. Cisco SecureOps.

Pace of Innovation

Increase in technology dependence also increases vulnerabilities

Solution: Taloscutting-edge security research

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Cisco Manufacturing Cybersecurity Portfolio

Assess

ment

Build

ing B

locks

OT Network Segmentation

Industrial Cybersecurity Reference Architecture

Operational TechnologyAsset Discovery & Inventory

Foundation

Industrial CybersecurityRisk & Vulnerability Assessment

Industrial Cybersecurity Architecture Assessment

Baselin

e

Discovery & Requirements Gathering Workshop

Ma

na

ge

d S

erv

ice

or

Cu

sto

me

r M

an

ag

ed

Secure AccessIdentity & Access

Management

Threat & Anomaly Detection

Designs: IDMZ, Cell/Zone Security, Wireless Security

SecureOps

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Cisco IoT Threat Defense

IoT Threat Defense protects IoT environments,

reducing downtime and business disruption

Cisco IoT Security Solutions Provide:

Visibility and Analysis of potential dangerous behavior to/from IoT devices

Professional Security Services to assess and baseline risk, manage OT environments and perform incident response

Segmented Access Control of both IT and OT environments

Secure Remote Access into the OT network

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Cisco IoT Threat Defense Capabilities

• Secure Connection into OT environment

• Prevent remote devices from introducing threat to OT environment

• Visibility into remote activities

• Profile Devices• Visibility of data and

traffic• Threat Analytics to

assess threat

• Segment IT and OT environments

• Segment OT devices in the IT network

• Quarantine dangerous devices

Secure Remote Access

IOT Security Services

Segmented Access Control

Visibility & Analysis

• Risk assessment and baseline

• Deployment Services

• Incident response

• Solution Support

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

CHALLENGE

CRITICAL NEEDS

Pervasive Physical and Cyber Security for the Factory

Ransomware

BUSINESSOUTCOMES

Department of Homeland Security states that Ransomware attacks have grown 300% in 2016 over 2015, with 4000 attacks daily on federal agencies, compared to 1000 attacks last year

2016 Ransomware Attacks:

• Manufacturing - 54%

• Healthcare – 44%

• Education - 35%

• Tech - 29%

• Banking - 28%

• Identity Services

• Physical Security

• Machine / controls security

• Secure Remote Access

• Data / App Service Access

Reduced Downtime

Reduced Risk

Lower Total Costs

1. Ransomware gains access to systems through web, email, servers…

2. Ransomware takes control of those systems, and holds the data is these systems ‘hostage’ until the owner/company agrees to pay the ‘ransom’ (bitcoins) to free the system.

Problem: Customers can be taken hostage by malware that locks up critical resources–Ransomware

16 © 2015 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

COMPROMISED SITES AND

MALVERTISING

PHISHING

SPAM

Blocked by Cisco

Umbrella Roaming (DNS Security)

Blocked by Cisco

AMP for Endpoints (Host Anti-Malware)

Web link

Web redirect

C2

File drop

Email attachment

EXPLOIT

KIT DOMAINS

Angler

Nuclear

NuTrino

C2

RANSOMWARE

PAYLOAD

Malicious

Infrastructure

Encryption Key Infrastructure

Prevent and Contain Ransomware with Cisco Umbrella, AMP and Email Security

Blocked by Cisco

Cloud Email Security with AMP

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Cisco Solution

Business and Technology Challenges

ISA 3000 appliances for secure connectivity throughnetwork segmentation and threat mitigation; ISA3000as NAT box connecting to Vendor Network.

Modernize distributed warehouse network infrastructure.

NAT is needed to enable communication from upper layer systems like SCADA server, WCS and other cloud services.

Provides Flexibility, Replication and Repeatability ofsystem designs between multiple Vendors and multipleFulfillment centers.

Segmented Access Control for Distribution CenterLarge Online Retailer, US

Business Benefits

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Industrial Security Appliance 3000 Overview

TransportationManufacturing Energy

Stateful inspection industrial firewall through ASA FW

Industrial protocol (DNP3, Modbus, IEC 60870, CIP) visibility and rules for known vulnerabilities

Vulnerability protections for ICS, Windows, MES components, OT applications, NW infrastructure

High-performance VPN, DNS, DHCP, NAT

Hardware bypass, alarm I/O, dual-DC power, rapid set up via SD card, PTP support in HW

Industrial protocol specific parsing, protocol abuse control, detect set-point level changes

Certified for power substations, industrial, and railway and helps meet NERC-CIP, ISA99, IEC 62443

High Availability and latency controls

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Cisco Solution

Business and Technology Drivers

Connected & Secure FactoryCampofrio Food Group

• Cisco Services: Planning, Design and Implementation• Cisco Validated Design (CPwE)• Ubiquitous Wireless• Security: ASA/Firepower, ISE

• To provide secure plant-wide wired and wireless connectivity to meet day-one operational requirements whilst serving as a platform for future digitization as Campofrio moves towards Industry 4.0

• Need to meet aggressive design and deployment timescales

• First end to end implementation of connected factory architecture in Spain with IT/OT convergence to support real-time monitoring of machines, improved control, increased efficiency, less downtime and greater productivity

• Foundation for increased digitization in future

Business Benefits

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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Security as an enabler of Industrie 4.0

3

• Detect and contain in the network infrastructure

Integrate Threat & Segmentation Tools

Network as an Enforcer

Full Segmentation throughout IT and OT

Third

1

• Risk Assessment

• Deployment Services

• Secure Remote access

• Protect Employees

Cloud Security

Endpoint Security for critical users and servers

Email Security

First

2

• Detection in the network infrastructure

Network as an Sensor

Identity Segmentation

• Incident Response Retainer services

Second

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CEO - Sentryo02/06/2017

Assurer la sécurité de vos donnéesindustrielles

Thierry ROUQUET @thierryrouquet

#IoTforBusiness @CiscoFrance

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Sentryo

Sentryo HQ│66 Bd Niels Bohr CS 52132 69603 Lyon-Villeurbanne - France+33 970 469 694│[email protected]│www.sentryo.net

Cyber Security for the Industrial Internet

CISCO Presentation

Thierry Rouquet Sentryo CEO [email protected]

Page 109: Entrez dans l'usine du futur

Sentryo

■ Incorporated: June 2014

■ Control Engineering, Cybersecurity and Entrepreneurship

■ Headquarters: Lyon - France

■ Venture capital backed

■ Target Industrial sectors: Energy, Process Industries, Manufacturing, Transportation

■ Indirect Go2Market

■ Offices: France/Germany/USA + partners LATAM, South Asia, Middle East

■ Awards: BMW Techdate Cisco Live Concours Mondial de l’innovation

Sentryo

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Market &

value proposition

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Sentryo

Industrial corporations are facing new challenges and they are not equipped to meet them

Industrial control systems which pilots their critical assets are exposed to

cyber breaches

…………...

They could be the direct cause of health, safety

and environmental disaster.

They must leverage Digitization to transform their businesses to keep

their competitive edge

……………….

They can’t because they do not control their

Industrial control system integrity.

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Sentryo

What say Industrial Corporations in Energy, Transportation and Manufacturing

● Our control engineering staff have NO cyber security culture. We have to empower them to master cyber risks.

● Our control systems are exposed but we don’t even know what devices are connected and who is talking to who. We need visibility and change tracking.

● If the integrity of our control system is compromised we will not be able to know it. How can we detect it and respond quickly enough to avoid damage and production loss?

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Sentryo

Sentryo helps Industrial corporations to maintain availability, resilience and safety of their industrial systems

while transforming their businesses through digitalization

Sentryo is offering ICS CyberVision

Page 114: Entrez dans l'usine du futur

SentryoICS CyberVision

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CONFIDENTIAL Sentryo

Sentryo ICS CyberVision Visibility - Integrity - Security

1 Visibility■ Dynamic OT asset inventory ■ Flow mapping■ Weaknesses & Vulnerabilities identification

2 Integrity■ Control system key events tracking ■ OT configuration tracking

3 Detection / Response■ Anomaly Detection■ Malicious Behaviors Identification■ OT “Flight Recorder”

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CONFIDENTIAL Sentryo

A uniquetwo tiersarchitecture

HardwareSensors

Data Analytics & Visualization

Data Diod+Sensors

Data Collection

Passive Sensors extract meaningful information from M2M communications and send them to the center.

SoftwareSensors

(IoT)

The Center provides a visual

map of the control system, manages

vulnerabilities, tracks changes and detects abnormal

behaviours.

Cisco IoX

Page 117: Entrez dans l'usine du futur

CONFIDENTIAL Sentryo

An OT&IT collaboration platform IT SOC

SIEM

OT SOC ICS CyberVision

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CONFIDENTIAL Sentryo

Diversity of industrial systems require multiple form factors and implementation scheme

CyberVision CenterHardware appliance / Software appliance / Cloud deployment

Sentryo Sensors

SENSOR3Industrial DIN Form

Factor

SENSOR7Hardware

Diod included

Critical Infrastructure

Software Appliance

Virtual Machine

Industrial IoT

Cisco IoX ContainerEmbedded inside IE4K

Switch

Potential Cisco SolutionX Program

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How does it work ?

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Sentryo

● Inventory■ Devices, Modules■ Firmware

● Process Control■ System Messages■ Programs■ Register IDs

COLLECT

1

How it works

Passive sensors use DPI technology to extract meaningful information (data & metadata) from OT networks.

Benefits: Store all data collected within the CyberVision center database

● Network ■ Metadata■ Statistics

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Sentryo

CyberVision Centers combines collected data to create “process & network” behaviors, correlates them with Threat Intelligence feeds and interacts with the Control Engineer to add business context.

● Dynamic asset inventory● Connection mapping● Passive vulnerability

Management

Benefits: Provides situational awareness and empowers the OT staff to reduce the attack

surface

Discover & Map

How it works

2

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Sentryo

● Track changes● Log all events with

zero-configuration● User defined severity

Benefits: Maintain OT systems integrity with a minimum level of

workload for OT staff

How it works

3Next, events are generated and recorded into a long term storage database. They are contextualised and presented in a detailed view. OT engineers control assets configuration and key events using a visual dashboard.

Control System Integrity

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Sentryo

How it works

4

● Track changes & detect anomalies

● Identify malaicious activities

● Visualize alerts in a OT tailored view

Benefits: Identify malicious behaviors and foster OT & IT

collaboration.

Detect & altert

Control Engineers create Baselines as a set of behaviors. CyberSecurity experts add known malicious behaviour (IoC) through the API. ICS CyberVision relies on machine learning to classify behaviors and continuously improve detection accuracy.

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ICS CyberVisionVersatile deployment

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CONFIDENTIAL Sentryo

‘Time and space’ roll-out

OT security activities:- Up-to-date Inventory - Remote access tracking- Vulnerability ManagementWhat to look:- Components- Remote Flows

Visibility

+Visibility

OT security activities:- Monitoring Key Events - Assets configuration (version, programs)- Assets availability (reboot, stop commands)What to look:- Key Events

OT security activities:- Anomaly detection / Behavioral Analysis- Malicious activitiesWhat to look:- All Events- All Behavior modifications

All OT Systems

Integrity

Global Security

Critical for Business Operations Health & Safety Impact

+Visibility

+Integrity

Mobile (or Permanent) Permanent (or Mobile) Permanent

Page 126: Entrez dans l'usine du futur

SentryoICS CyberVision

Use cases

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Sentryo

Storage

Transport

Distribution

Context■ Gas transport & storage ■ Distributed network: 2000+ devices ■ 3 level of criticality : Storage (High), Transport network

(Medium), Access network (Low)■ Scada/PLC: Rockwell/Schneider■ SOC implementation forecasted (outsourced)

Challenges■ Shortage of gas supply, environmental, human, ■ Compliance (Storage)

ICS CyberVision balanced according to criticality ● Visibility (D&M): Low, Med, High - Done● Integrity (P&P): Medium & High - Roll out● Security (D&R): High - Planned

Deployment scheme● 2 sensors on the backbone to provide visibility● 3-5 sensors on each of the critical sites (Storage,

compression) to provide integrity & security● 1 Single center in the corporate Data center● Next: Integration with RSA Netwitness (SIEM)

Case # 1 Provide adhoc cybersecurity for gas transportation & storage

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Sentryo

Automotive manufacturing

ICS CyberVision

Context■ Large automotive manufacturing plant■ 500+ Robots piloted with PLC’s■ Zero stock, on demand■ Multiple maintenance operations made by

subcontractors.

Challenges■ Increase the capacity to cope with an increasing

variety of products with Big Data analytics■ Reduce Down Time

ICS CyberVision ■ Visibility (D&M): maintain an always updated

inventory & map - Pilot-■ Integrity (P&P) : track changes on the OT

network including program updates and remote access - POC -

Deployment scheme- 1 sensor / Cell- Target -> CISCO IE4000 Embedded

Case # 2 Maintain integrity on the car manufacturing control system

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Conclusion

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CONFIDENTIAL Sentryo

■ A unique OT&IT collaboration platform which puts the control engineer at the core of the monitoring process

■ A versatile two-tier architecture that fits with centralized and distributed infrastructures

■ A multi-level implementation to match the level of criticality (Visibility/Integrity/Security)

■ A 100% proven passive approach with no impact on the existing control system.

■ Critical infrastructure grade: designed to cope with national critical infrastructure regulations.

Sentryo ICS CyberVision competitive advantages

Page 131: Entrez dans l'usine du futur

Sentryo

Q/A

Page 132: Entrez dans l'usine du futur

Group Industrial IT and Automation Manager – Groupe Bel02/06/2017

Collaboration Groupe Bel & Cisco

Xavier TEXIER @Bel_en_France

Mise en place d’un pilote autour de l’usine d’Evron, dans un environnement multi-constructeurs

#IoTforBusiness @CiscoFrance

Page 133: Entrez dans l'usine du futur

Head of IoT – Cisco France02/06/2017

Conclusion

Fabien MEDAT @fmedat

#IoTforBusiness @CiscoFrance

Page 134: Entrez dans l'usine du futur

Digital Manufacturing Solutions

Analytics & Big Data

Connected Machines & Edge Compute

Factory Security

Factory Network Factory Wireless

Co

nn

ecte

d F

acto

ry

Infr

astr

uctu

reC

om

pute

Apps

Factory Virtualization Data Center and Cloud

Factory Collaboration

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Why cisco Digital Manufacturing ?

Page 136: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Prochains événements

Du 15 au 17 juin 2017Paris – Porte de Versailles

Rejoignez-nous !

6 juillet55 avenue Bosquet – Paris 7

Rejoignez-nous !

Page 137: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

• Notre ebook sur l’industrie 4.0 : https://discover.cisco.com/fr/fr/manufacturing/ebook/industrie40/

• Plus d’informations sur nos solutions pour les industriels : http://www.cisco.com/c/fr_fr/solutions/industries/manufacturing.html

• Plus d’informations sur nos solutions IoT : http://www.cisco.com/c/fr_fr/solutions/internet-of-things/overview.html

• Suivez-nous sur le blog : http://gblogs.cisco.com/fr/manufacturing

• Suivez-nous sur Twitter : @CiscoFrance @CiscoMFG

• Plus d’informations sur TellMePlus : http://www.tellmeplus.com/

• Plus d’informations sur Sentryo : http://www.tellmeplus.com/

Liens / Ressources

Page 138: Entrez dans l'usine du futur

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

Merci !

Rendez-vous dans le loungepour le cocktail déjeunatoire

#IoTforBusiness @CiscoFrance

Page 139: Entrez dans l'usine du futur
Page 140: Entrez dans l'usine du futur

Eliminer les temps d’interruption grâce à la

maintenance prédictiveBenoit Gourdon, CEO Tellmeplus

Page 141: Entrez dans l'usine du futur

2

Vision

INDUSTRIAL

DATA

AI

AUTOMATION

AI

EVOLUTION

Page 142: Entrez dans l'usine du futur

3

INDUSTRIAL

DATA

Page 143: Entrez dans l'usine du futur

4

Industrial data

Format

Volume

Connectivity Real-time

Security

Privacy

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5

AI EVOLUTION

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6

AI Evolution

AI is moving at the edge/

inside the objects

AI followed

same evolution path

as IT & infrastructure

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7

EMBEDDED AI

enable local decisions

even when network is down

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8

Smart objects are

dumb

when not

connected

Page 148: Entrez dans l'usine du futur

9

AI AUTOMATION

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10

AI driving AI

Automating

existing manual process

is a

dead end

Page 150: Entrez dans l'usine du futur

11

Automating AI

without seamless

deployment

is

useless

Page 151: Entrez dans l'usine du futur

12

Vision

INDUSTRIAL

DATA

AI

AUTOMATION

AI

EVOLUTION

Page 152: Entrez dans l'usine du futur

13

Solution

IoT PLATFORMFEATURE

ENGINEERING

META ACTIVE

MACHINE LEARNING

EMBEDDED AI

Page 153: Entrez dans l'usine du futur

About Tellmeplus

Page 154: Entrez dans l'usine du futur

15

Meta Active Machine Learning technology Paris &

Montpellier

R&D mathematicians

from CNRS3 Patents

2011 creation

FounderJM Cambot

21

Software

vendor

Predictive Analytics

2016 4,2M€ raised

CEOBenoit Gourdon

About us

Page 155: Entrez dans l'usine du futur

SaaS predictive analytics platform

for augmented experts

to create automatically

AI-based prescriptive models

deploy seamlessly in the cloud / at the edge

Predictive Objects

Page 156: Entrez dans l'usine du futur

For whom?

IoTPlatforms

Industrial Internet

CustomerIntelligence

6

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18

Partners & Customers

Integrators

Technology

Customers’ references

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19

Predictive Objects scope

Data collection

Data cleansing

Data preparation

ModelingPerformance monitoring

TELLMEPLUS

Page 159: Entrez dans l'usine du futur

20

IoT

Applications

Business

Applications

Management

Edge / Fog

Processing

IOx IOx IOx

• Optimized hardware footprint

• No need for separate compute

machinery

• Integrated security

• Device communications

• Empowered edge

processing

• Reduced latency &

bandwidth cost

Edge / Fog

Processing

IOx

Data Center

Empowering the Edge

Compute inside

the network

POPOPOPO

POPO

PO

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Copie d’ecran ready to deploy

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Copie d’ecran Push

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Use cases / Case studies

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IIoT PlatformsUse Case

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PRESCRIPTIVE MAINTENANCE

EMBEDDED INTELLIGENCE

PROCESS MANAGEMENT

Industrial InternetUse Cases

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Process managementSemi-Conductors

Predict process qualityAll data (+ variables & exogenous)

Real-time prediction per entity

Identify defective die Optimized model for local identification

Identify defective die early stage

Actionable

prescriptionsExplain in business language, act &

fix

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Predictive MaintenanceSmart TV

Predictive Objectsmake the Smart TV

intelligenteven when not connected

Prescriptive Maintenance

Enriched User Experience

Welcome in the

INTELLIGENCE OF

USAGE

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Settings

1,000+ wind turbines

6 months-3 years of data history

50 to 200 sensors per wind turbine

15 min data collection intervals

100 Gb data

Initial results

Prediction 24/48h - more than 1 week ahead

Accuracy = 80%

“Equipment E will break down in 1 month”

“Because of reasons X, Y, Z… andweather”

“Operator, you need to replace part P”

“And these are the steps to replace it”

Predictive MaintenanceWind Turbines

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Battery failures predictions• Battery voltage, lights on/off, driver’s behavior,

car model, mileage, GPS, …

• + exogenous data (seasonality, weather,…)

• 100Go

• 1000 cars

• Dataset 200 columns

• Sensors: seconds to minutes

Works even when network is not available!

Predictive MaintenanceCar Battery

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Use cases – Automotive Xee

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• Simple, easy to use

• Seamless deployment

• Designed for subject matter Experts

• Resilience, real-time, security

• Cost effective

• Intelligence as a service

Value Proposition

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Automated Embedded

Artificial Intelligence