SlideShare a Scribd company logo
DATA DRIVEN SYSTEM ENGINEERING FOR THE
FUTURE OF INDUSTRY
Robert Plana
8/10/2018
2
Industrial Infrastructures: A need for a System of System approach
Convergence between hardware and Software & Context awareness (people, city, environment..)
v
PROFITABLE
GROWTH
INCREASE PRODUCTION FOR
MARKET ADVANCEMENT
RISK
MITIGATION
LOWER
OPERATIONS AND
FINANCIAL RISKS
COST
REDUCTION
LOWER OPERATING
COSTS WITH GREATER
EFFICIENCIES
RELIABILITY
INCREASE AVAILABILITY
AND LONGER ASSET LIFE
Physical World Digital WorldSensors
Connectivity
Edge
Computing
CAD/BIM
PLM
Digital
Twin
Operations
& Services
3D Printing
Smart Manufacturing
IoT & Analytics
Virtual Reality
Augmented reality
Cloud
Computing
Integration Platform
The CyberPhysical Systems Engineering driven by Data and Requirements
Safety & Security
Robotics
OPERATIONS &
MAINTENANCE
INSTALLATION
AND
COMMISSIONING
DESIGN &
ENGINEERING
Data driven System Engineering
4
Requirements
Functional
Architecture
Logical
Architecture
Digital Twin
Modelling
System
Integration
Verification
Validation
Operations
Maintenance
Collaborative Platform
Data Integrity
Intelligence Artificielle Artificial Intelligence
Artificial Intelligence
BIM
Analysis Models
3D Scan
From data aggregator to full stack platform
Distributed data aggregator
Integrated
platform
MULTI-D®
Digital twin paradigm will a key enabler
Transfer Function
State variable
False Alarm
Real Alarm
Physics Data IA In Vivo Model
False alarms issues The embedded system concept is
generalized
Digitalize the OPEX
implementation of
human knowledge in the
form of algorithms.
DMBSE

More Related Content

What's hot

Waste to Wealth #COMIT2019
Waste to Wealth #COMIT2019Waste to Wealth #COMIT2019
Waste to Wealth #COMIT2019
Comit Projects Ltd
 
The Shift Is Here: Artificial Intelligence is at Work for the Construction In...
The Shift Is Here: Artificial Intelligence is at Work for the Construction In...The Shift Is Here: Artificial Intelligence is at Work for the Construction In...
The Shift Is Here: Artificial Intelligence is at Work for the Construction In...
indus.ai
 
Pushing the boundaries with IoT - Glenn Colpaert @CONNECT19
Pushing the boundaries with IoT - Glenn Colpaert @CONNECT19Pushing the boundaries with IoT - Glenn Colpaert @CONNECT19
Pushing the boundaries with IoT - Glenn Colpaert @CONNECT19
Codit
 
AI as Driver of Transformation - Didier Ongena @CONNECT19
AI as Driver of Transformation - Didier Ongena @CONNECT19AI as Driver of Transformation - Didier Ongena @CONNECT19
AI as Driver of Transformation - Didier Ongena @CONNECT19
Codit
 
Digital twin
Digital twinDigital twin
Digital twin
YounusS2
 
DisrupTech - Robin Bloor (2)
DisrupTech - Robin Bloor (2)DisrupTech - Robin Bloor (2)
DisrupTech - Robin Bloor (2)
Inside Analysis
 
08258937bigdata en la industria 4.0
08258937bigdata en la industria 4.008258937bigdata en la industria 4.0
08258937bigdata en la industria 4.0
Edgar Zenón peña Ramirez
 
M68 the digitisation of qatar
M68 the digitisation of qatarM68 the digitisation of qatar
M68 the digitisation of qatar
Ahmed Khalifa
 
EENA 2021: Natural hazards – challenges, technologies and response (1/4)
EENA 2021: Natural hazards – challenges, technologies and response (1/4)EENA 2021: Natural hazards – challenges, technologies and response (1/4)
EENA 2021: Natural hazards – challenges, technologies and response (1/4)
EENA (European Emergency Number Association)
 
Greater Efficiency in Design for Project Delivery #COMIT2019
Greater Efficiency in Design for Project Delivery #COMIT2019Greater Efficiency in Design for Project Delivery #COMIT2019
Greater Efficiency in Design for Project Delivery #COMIT2019
Comit Projects Ltd
 
Digital Twin and Smart Spaces
Digital Twin and Smart Spaces Digital Twin and Smart Spaces
Digital Twin and Smart Spaces
SANGHEE SHIN
 
Platforms in construction industry
Platforms in construction industryPlatforms in construction industry
Platforms in construction industry
ECSI
 
Unlocking Smart Building Potential with the RealEstateCore Ontology
Unlocking Smart Building Potential with the RealEstateCore OntologyUnlocking Smart Building Potential with the RealEstateCore Ontology
Unlocking Smart Building Potential with the RealEstateCore Ontology
Memoori
 
Ceci n’est pas une tweet
Ceci n’est pas une tweetCeci n’est pas une tweet
Ceci n’est pas une tweet
cityasplatform
 
Edge Computing: 7 Questions Answered
Edge Computing: 7 Questions AnsweredEdge Computing: 7 Questions Answered
Edge Computing: 7 Questions Answered
Insight
 
DII p1
DII p1DII p1
DII p1
VitaKrasulya
 
The use of Asset Management and BIM to Generate Information Requirements #COM...
The use of Asset Management and BIM to Generate Information Requirements #COM...The use of Asset Management and BIM to Generate Information Requirements #COM...
The use of Asset Management and BIM to Generate Information Requirements #COM...
Comit Projects Ltd
 
How Vnomics built a "Digital Twin" for Commercial Trucking
How Vnomics built a "Digital Twin" for Commercial TruckingHow Vnomics built a "Digital Twin" for Commercial Trucking
How Vnomics built a "Digital Twin" for Commercial Trucking
Lloyd Palum
 
NDGISUC2017 - Understanding the Internet of Things, Data Explosion and GIS An...
NDGISUC2017 - Understanding the Internet of Things, Data Explosion and GIS An...NDGISUC2017 - Understanding the Internet of Things, Data Explosion and GIS An...
NDGISUC2017 - Understanding the Internet of Things, Data Explosion and GIS An...
North Dakota GIS Hub
 
DII deck v2
DII deck v2DII deck v2
DII deck v2
VitaKrasulya
 

What's hot (20)

Waste to Wealth #COMIT2019
Waste to Wealth #COMIT2019Waste to Wealth #COMIT2019
Waste to Wealth #COMIT2019
 
The Shift Is Here: Artificial Intelligence is at Work for the Construction In...
The Shift Is Here: Artificial Intelligence is at Work for the Construction In...The Shift Is Here: Artificial Intelligence is at Work for the Construction In...
The Shift Is Here: Artificial Intelligence is at Work for the Construction In...
 
Pushing the boundaries with IoT - Glenn Colpaert @CONNECT19
Pushing the boundaries with IoT - Glenn Colpaert @CONNECT19Pushing the boundaries with IoT - Glenn Colpaert @CONNECT19
Pushing the boundaries with IoT - Glenn Colpaert @CONNECT19
 
AI as Driver of Transformation - Didier Ongena @CONNECT19
AI as Driver of Transformation - Didier Ongena @CONNECT19AI as Driver of Transformation - Didier Ongena @CONNECT19
AI as Driver of Transformation - Didier Ongena @CONNECT19
 
Digital twin
Digital twinDigital twin
Digital twin
 
DisrupTech - Robin Bloor (2)
DisrupTech - Robin Bloor (2)DisrupTech - Robin Bloor (2)
DisrupTech - Robin Bloor (2)
 
08258937bigdata en la industria 4.0
08258937bigdata en la industria 4.008258937bigdata en la industria 4.0
08258937bigdata en la industria 4.0
 
M68 the digitisation of qatar
M68 the digitisation of qatarM68 the digitisation of qatar
M68 the digitisation of qatar
 
EENA 2021: Natural hazards – challenges, technologies and response (1/4)
EENA 2021: Natural hazards – challenges, technologies and response (1/4)EENA 2021: Natural hazards – challenges, technologies and response (1/4)
EENA 2021: Natural hazards – challenges, technologies and response (1/4)
 
Greater Efficiency in Design for Project Delivery #COMIT2019
Greater Efficiency in Design for Project Delivery #COMIT2019Greater Efficiency in Design for Project Delivery #COMIT2019
Greater Efficiency in Design for Project Delivery #COMIT2019
 
Digital Twin and Smart Spaces
Digital Twin and Smart Spaces Digital Twin and Smart Spaces
Digital Twin and Smart Spaces
 
Platforms in construction industry
Platforms in construction industryPlatforms in construction industry
Platforms in construction industry
 
Unlocking Smart Building Potential with the RealEstateCore Ontology
Unlocking Smart Building Potential with the RealEstateCore OntologyUnlocking Smart Building Potential with the RealEstateCore Ontology
Unlocking Smart Building Potential with the RealEstateCore Ontology
 
Ceci n’est pas une tweet
Ceci n’est pas une tweetCeci n’est pas une tweet
Ceci n’est pas une tweet
 
Edge Computing: 7 Questions Answered
Edge Computing: 7 Questions AnsweredEdge Computing: 7 Questions Answered
Edge Computing: 7 Questions Answered
 
DII p1
DII p1DII p1
DII p1
 
The use of Asset Management and BIM to Generate Information Requirements #COM...
The use of Asset Management and BIM to Generate Information Requirements #COM...The use of Asset Management and BIM to Generate Information Requirements #COM...
The use of Asset Management and BIM to Generate Information Requirements #COM...
 
How Vnomics built a "Digital Twin" for Commercial Trucking
How Vnomics built a "Digital Twin" for Commercial TruckingHow Vnomics built a "Digital Twin" for Commercial Trucking
How Vnomics built a "Digital Twin" for Commercial Trucking
 
NDGISUC2017 - Understanding the Internet of Things, Data Explosion and GIS An...
NDGISUC2017 - Understanding the Internet of Things, Data Explosion and GIS An...NDGISUC2017 - Understanding the Internet of Things, Data Explosion and GIS An...
NDGISUC2017 - Understanding the Internet of Things, Data Explosion and GIS An...
 
DII deck v2
DII deck v2DII deck v2
DII deck v2
 

Similar to L'usine du futur sert-elle uniquement à faire des gains de productivité ? par Robert Plana, Assystem

Developing your IoT Solutions with Intel
Developing your IoT Solutions with IntelDeveloping your IoT Solutions with Intel
Developing your IoT Solutions with Intel
Amazon Web Services
 
Edge Computing M&A Analysis
Edge Computing M&A AnalysisEdge Computing M&A Analysis
Edge Computing M&A Analysis
Netscribes
 
Building Large-Scale Applications for the Internet of Things at Bosch
Building Large-Scale Applications for the Internet of Things at BoschBuilding Large-Scale Applications for the Internet of Things at Bosch
Building Large-Scale Applications for the Internet of Things at BoschMongoDB
 
Digital Factory with Oracle IOT
Digital Factory with Oracle IOTDigital Factory with Oracle IOT
Digital Factory with Oracle IOT
Zensar Technologies Ltd.
 
Gartner Top 10 Strategy Technology Trends 2018
Gartner Top 10 Strategy Technology Trends 2018Gartner Top 10 Strategy Technology Trends 2018
Gartner Top 10 Strategy Technology Trends 2018
Den Reymer
 
What happens in the Innovation of Things?
What happens in the Innovation of Things?What happens in the Innovation of Things?
What happens in the Innovation of Things?
Kim Escherich
 
Predictive Maintenance by analysing acoustic data in an industrial environment
Predictive Maintenance by analysing acoustic data in an industrial environmentPredictive Maintenance by analysing acoustic data in an industrial environment
Predictive Maintenance by analysing acoustic data in an industrial environment
Capgemini
 
Presentación Marcos Grilanda /Amazon Web Services - eCommerce Day Santiago 2017
Presentación Marcos Grilanda /Amazon Web Services - eCommerce Day Santiago 2017Presentación Marcos Grilanda /Amazon Web Services - eCommerce Day Santiago 2017
Presentación Marcos Grilanda /Amazon Web Services - eCommerce Day Santiago 2017
eCommerce Institute
 
Presentation-Watson_IoT_Platform-Long-08Feb2016
Presentation-Watson_IoT_Platform-Long-08Feb2016Presentation-Watson_IoT_Platform-Long-08Feb2016
Presentation-Watson_IoT_Platform-Long-08Feb2016Nikhil Dikshit
 
Device + Service Diagrams - CYQ3 Edition
Device + Service Diagrams - CYQ3 EditionDevice + Service Diagrams - CYQ3 Edition
Device + Service Diagrams - CYQ3 EditionJae Woo Kim
 
Dell NVIDIA AI Powered Transformation in Financial Services Webinar
Dell NVIDIA AI Powered Transformation in Financial Services WebinarDell NVIDIA AI Powered Transformation in Financial Services Webinar
Dell NVIDIA AI Powered Transformation in Financial Services Webinar
Bill Wong
 
Gartner TOP 10 Strategic Technology Trends 2017
Gartner TOP 10 Strategic Technology Trends 2017Gartner TOP 10 Strategic Technology Trends 2017
Gartner TOP 10 Strategic Technology Trends 2017
Den Reymer
 
Impact of the Internet of Things on Manufacturers
Impact of the Internet of Things on ManufacturersImpact of the Internet of Things on Manufacturers
Impact of the Internet of Things on Manufacturers
PTC
 
POV: Industry 4.0 and M&A Prespective
POV: Industry 4.0 and M&A PrespectivePOV: Industry 4.0 and M&A Prespective
POV: Industry 4.0 and M&A Prespective
Sanjay Talukdar
 
Integrating IT & OT for Condition Monitoring
Integrating IT & OT for Condition MonitoringIntegrating IT & OT for Condition Monitoring
Integrating IT & OT for Condition Monitoring
Guillem Abril
 
OT-IT convergence and IoT: innovate at scale and mitigate cyber risks
OT-IT convergence and IoT: innovate at scale and mitigate cyber risksOT-IT convergence and IoT: innovate at scale and mitigate cyber risks
OT-IT convergence and IoT: innovate at scale and mitigate cyber risks
Orange Business Services
 
Digital twins and New Business Models
Digital twins and New Business ModelsDigital twins and New Business Models
Digital twins and New Business Models
Roberto Siagri
 
Building a reliable and scalable IoT platform with MongoDB and HiveMQ
Building a reliable and scalable IoT platform with MongoDB and HiveMQBuilding a reliable and scalable IoT platform with MongoDB and HiveMQ
Building a reliable and scalable IoT platform with MongoDB and HiveMQ
Dominik Obermaier
 
presentation Comstor IoT_RTL
presentation Comstor IoT_RTLpresentation Comstor IoT_RTL
presentation Comstor IoT_RTLJohan Basson
 
A Review: The Internet of Things Using Fog Computing
A Review: The Internet of Things Using Fog ComputingA Review: The Internet of Things Using Fog Computing
A Review: The Internet of Things Using Fog Computing
IRJET Journal
 

Similar to L'usine du futur sert-elle uniquement à faire des gains de productivité ? par Robert Plana, Assystem (20)

Developing your IoT Solutions with Intel
Developing your IoT Solutions with IntelDeveloping your IoT Solutions with Intel
Developing your IoT Solutions with Intel
 
Edge Computing M&A Analysis
Edge Computing M&A AnalysisEdge Computing M&A Analysis
Edge Computing M&A Analysis
 
Building Large-Scale Applications for the Internet of Things at Bosch
Building Large-Scale Applications for the Internet of Things at BoschBuilding Large-Scale Applications for the Internet of Things at Bosch
Building Large-Scale Applications for the Internet of Things at Bosch
 
Digital Factory with Oracle IOT
Digital Factory with Oracle IOTDigital Factory with Oracle IOT
Digital Factory with Oracle IOT
 
Gartner Top 10 Strategy Technology Trends 2018
Gartner Top 10 Strategy Technology Trends 2018Gartner Top 10 Strategy Technology Trends 2018
Gartner Top 10 Strategy Technology Trends 2018
 
What happens in the Innovation of Things?
What happens in the Innovation of Things?What happens in the Innovation of Things?
What happens in the Innovation of Things?
 
Predictive Maintenance by analysing acoustic data in an industrial environment
Predictive Maintenance by analysing acoustic data in an industrial environmentPredictive Maintenance by analysing acoustic data in an industrial environment
Predictive Maintenance by analysing acoustic data in an industrial environment
 
Presentación Marcos Grilanda /Amazon Web Services - eCommerce Day Santiago 2017
Presentación Marcos Grilanda /Amazon Web Services - eCommerce Day Santiago 2017Presentación Marcos Grilanda /Amazon Web Services - eCommerce Day Santiago 2017
Presentación Marcos Grilanda /Amazon Web Services - eCommerce Day Santiago 2017
 
Presentation-Watson_IoT_Platform-Long-08Feb2016
Presentation-Watson_IoT_Platform-Long-08Feb2016Presentation-Watson_IoT_Platform-Long-08Feb2016
Presentation-Watson_IoT_Platform-Long-08Feb2016
 
Device + Service Diagrams - CYQ3 Edition
Device + Service Diagrams - CYQ3 EditionDevice + Service Diagrams - CYQ3 Edition
Device + Service Diagrams - CYQ3 Edition
 
Dell NVIDIA AI Powered Transformation in Financial Services Webinar
Dell NVIDIA AI Powered Transformation in Financial Services WebinarDell NVIDIA AI Powered Transformation in Financial Services Webinar
Dell NVIDIA AI Powered Transformation in Financial Services Webinar
 
Gartner TOP 10 Strategic Technology Trends 2017
Gartner TOP 10 Strategic Technology Trends 2017Gartner TOP 10 Strategic Technology Trends 2017
Gartner TOP 10 Strategic Technology Trends 2017
 
Impact of the Internet of Things on Manufacturers
Impact of the Internet of Things on ManufacturersImpact of the Internet of Things on Manufacturers
Impact of the Internet of Things on Manufacturers
 
POV: Industry 4.0 and M&A Prespective
POV: Industry 4.0 and M&A PrespectivePOV: Industry 4.0 and M&A Prespective
POV: Industry 4.0 and M&A Prespective
 
Integrating IT & OT for Condition Monitoring
Integrating IT & OT for Condition MonitoringIntegrating IT & OT for Condition Monitoring
Integrating IT & OT for Condition Monitoring
 
OT-IT convergence and IoT: innovate at scale and mitigate cyber risks
OT-IT convergence and IoT: innovate at scale and mitigate cyber risksOT-IT convergence and IoT: innovate at scale and mitigate cyber risks
OT-IT convergence and IoT: innovate at scale and mitigate cyber risks
 
Digital twins and New Business Models
Digital twins and New Business ModelsDigital twins and New Business Models
Digital twins and New Business Models
 
Building a reliable and scalable IoT platform with MongoDB and HiveMQ
Building a reliable and scalable IoT platform with MongoDB and HiveMQBuilding a reliable and scalable IoT platform with MongoDB and HiveMQ
Building a reliable and scalable IoT platform with MongoDB and HiveMQ
 
presentation Comstor IoT_RTL
presentation Comstor IoT_RTLpresentation Comstor IoT_RTL
presentation Comstor IoT_RTL
 
A Review: The Internet of Things Using Fog Computing
A Review: The Internet of Things Using Fog ComputingA Review: The Internet of Things Using Fog Computing
A Review: The Internet of Things Using Fog Computing
 

More from Living Things

La transformation des métiers par l'Usine du Futur - Thomas Leseigneur, Actemium
La transformation des métiers par l'Usine du Futur - Thomas Leseigneur, ActemiumLa transformation des métiers par l'Usine du Futur - Thomas Leseigneur, Actemium
La transformation des métiers par l'Usine du Futur - Thomas Leseigneur, Actemium
Living Things
 
Blockchain et IoT - introduction (X. Lavayssière, ECAN)
Blockchain et IoT - introduction (X. Lavayssière, ECAN)Blockchain et IoT - introduction (X. Lavayssière, ECAN)
Blockchain et IoT - introduction (X. Lavayssière, ECAN)
Living Things
 
Présentation de Monuma - Blockchain et IoT
Présentation de Monuma - Blockchain et IoTPrésentation de Monuma - Blockchain et IoT
Présentation de Monuma - Blockchain et IoT
Living Things
 
IoT et blockchain : perspective R&D
IoT et blockchain : perspective R&DIoT et blockchain : perspective R&D
IoT et blockchain : perspective R&D
Living Things
 
Regard prospectif sur la R&D en IA avec Bertrand Braunschweig
Regard prospectif sur la R&D en IA avec Bertrand BraunschweigRegard prospectif sur la R&D en IA avec Bertrand Braunschweig
Regard prospectif sur la R&D en IA avec Bertrand Braunschweig
Living Things
 
Challenges business et technologiques pour le véhicule autonome et la Mobilit...
Challenges business et technologiques pour le véhicule autonome et la Mobilit...Challenges business et technologiques pour le véhicule autonome et la Mobilit...
Challenges business et technologiques pour le véhicule autonome et la Mobilit...
Living Things
 
Solutions et défis pour la mobilité urbaine globale (IA+IoT) par QuCit
Solutions et défis pour la mobilité urbaine globale (IA+IoT) par QuCitSolutions et défis pour la mobilité urbaine globale (IA+IoT) par QuCit
Solutions et défis pour la mobilité urbaine globale (IA+IoT) par QuCit
Living Things
 
« Le panneau photovoltaïque est un objet connecté », Reuniwatt
« Le panneau photovoltaïque est un objet connecté », Reuniwatt« Le panneau photovoltaïque est un objet connecté », Reuniwatt
« Le panneau photovoltaïque est un objet connecté », Reuniwatt
Living Things
 
« Les réseaux de neurones peuvent faire l’apprentissage de modèles grâce à un...
« Les réseaux de neurones peuvent faire l’apprentissage de modèles grâce à un...« Les réseaux de neurones peuvent faire l’apprentissage de modèles grâce à un...
« Les réseaux de neurones peuvent faire l’apprentissage de modèles grâce à un...
Living Things
 
« Le machine learning permet de traiter les corrélations alors que les graph...
 « Le machine learning permet de traiter les corrélations alors que les graph... « Le machine learning permet de traiter les corrélations alors que les graph...
« Le machine learning permet de traiter les corrélations alors que les graph...
Living Things
 
Data et Collectivités : accès aux données et nouveaux services (Introduction)
Data et Collectivités : accès aux données et nouveaux services (Introduction)Data et Collectivités : accès aux données et nouveaux services (Introduction)
Data et Collectivités : accès aux données et nouveaux services (Introduction)
Living Things
 
Table-ronde Business : "Vêtements connectés : va-t-on passer du concept au ma...
Table-ronde Business : "Vêtements connectés : va-t-on passer du concept au ma...Table-ronde Business : "Vêtements connectés : va-t-on passer du concept au ma...
Table-ronde Business : "Vêtements connectés : va-t-on passer du concept au ma...
Living Things
 
Focus R&D Vêtements connectés : Vitruvian Project
Focus R&D Vêtements connectés : Vitruvian ProjectFocus R&D Vêtements connectés : Vitruvian Project
Focus R&D Vêtements connectés : Vitruvian Project
Living Things
 
4 projets, 4 produits "Vêtements connectés" : In & Motion
4 projets, 4 produits "Vêtements connectés" : In & Motion4 projets, 4 produits "Vêtements connectés" : In & Motion
4 projets, 4 produits "Vêtements connectés" : In & Motion
Living Things
 
Introduction r3i lab-s-vandier
Introduction r3i lab-s-vandierIntroduction r3i lab-s-vandier
Introduction r3i lab-s-vandier
Living Things
 
Design Thinking et objets connectés
Design Thinking et objets connectésDesign Thinking et objets connectés
Design Thinking et objets connectés
Living Things
 

More from Living Things (16)

La transformation des métiers par l'Usine du Futur - Thomas Leseigneur, Actemium
La transformation des métiers par l'Usine du Futur - Thomas Leseigneur, ActemiumLa transformation des métiers par l'Usine du Futur - Thomas Leseigneur, Actemium
La transformation des métiers par l'Usine du Futur - Thomas Leseigneur, Actemium
 
Blockchain et IoT - introduction (X. Lavayssière, ECAN)
Blockchain et IoT - introduction (X. Lavayssière, ECAN)Blockchain et IoT - introduction (X. Lavayssière, ECAN)
Blockchain et IoT - introduction (X. Lavayssière, ECAN)
 
Présentation de Monuma - Blockchain et IoT
Présentation de Monuma - Blockchain et IoTPrésentation de Monuma - Blockchain et IoT
Présentation de Monuma - Blockchain et IoT
 
IoT et blockchain : perspective R&D
IoT et blockchain : perspective R&DIoT et blockchain : perspective R&D
IoT et blockchain : perspective R&D
 
Regard prospectif sur la R&D en IA avec Bertrand Braunschweig
Regard prospectif sur la R&D en IA avec Bertrand BraunschweigRegard prospectif sur la R&D en IA avec Bertrand Braunschweig
Regard prospectif sur la R&D en IA avec Bertrand Braunschweig
 
Challenges business et technologiques pour le véhicule autonome et la Mobilit...
Challenges business et technologiques pour le véhicule autonome et la Mobilit...Challenges business et technologiques pour le véhicule autonome et la Mobilit...
Challenges business et technologiques pour le véhicule autonome et la Mobilit...
 
Solutions et défis pour la mobilité urbaine globale (IA+IoT) par QuCit
Solutions et défis pour la mobilité urbaine globale (IA+IoT) par QuCitSolutions et défis pour la mobilité urbaine globale (IA+IoT) par QuCit
Solutions et défis pour la mobilité urbaine globale (IA+IoT) par QuCit
 
« Le panneau photovoltaïque est un objet connecté », Reuniwatt
« Le panneau photovoltaïque est un objet connecté », Reuniwatt« Le panneau photovoltaïque est un objet connecté », Reuniwatt
« Le panneau photovoltaïque est un objet connecté », Reuniwatt
 
« Les réseaux de neurones peuvent faire l’apprentissage de modèles grâce à un...
« Les réseaux de neurones peuvent faire l’apprentissage de modèles grâce à un...« Les réseaux de neurones peuvent faire l’apprentissage de modèles grâce à un...
« Les réseaux de neurones peuvent faire l’apprentissage de modèles grâce à un...
 
« Le machine learning permet de traiter les corrélations alors que les graph...
 « Le machine learning permet de traiter les corrélations alors que les graph... « Le machine learning permet de traiter les corrélations alors que les graph...
« Le machine learning permet de traiter les corrélations alors que les graph...
 
Data et Collectivités : accès aux données et nouveaux services (Introduction)
Data et Collectivités : accès aux données et nouveaux services (Introduction)Data et Collectivités : accès aux données et nouveaux services (Introduction)
Data et Collectivités : accès aux données et nouveaux services (Introduction)
 
Table-ronde Business : "Vêtements connectés : va-t-on passer du concept au ma...
Table-ronde Business : "Vêtements connectés : va-t-on passer du concept au ma...Table-ronde Business : "Vêtements connectés : va-t-on passer du concept au ma...
Table-ronde Business : "Vêtements connectés : va-t-on passer du concept au ma...
 
Focus R&D Vêtements connectés : Vitruvian Project
Focus R&D Vêtements connectés : Vitruvian ProjectFocus R&D Vêtements connectés : Vitruvian Project
Focus R&D Vêtements connectés : Vitruvian Project
 
4 projets, 4 produits "Vêtements connectés" : In & Motion
4 projets, 4 produits "Vêtements connectés" : In & Motion4 projets, 4 produits "Vêtements connectés" : In & Motion
4 projets, 4 produits "Vêtements connectés" : In & Motion
 
Introduction r3i lab-s-vandier
Introduction r3i lab-s-vandierIntroduction r3i lab-s-vandier
Introduction r3i lab-s-vandier
 
Design Thinking et objets connectés
Design Thinking et objets connectésDesign Thinking et objets connectés
Design Thinking et objets connectés
 

Recently uploaded

GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Tobias Schneck
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
Alison B. Lowndes
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
Product School
 
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdfSmart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
91mobiles
 
Connector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a buttonConnector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a button
DianaGray10
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
Cheryl Hung
 
Knowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and backKnowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and back
Elena Simperl
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Albert Hoitingh
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
Product School
 
Designing Great Products: The Power of Design and Leadership by Chief Designe...
Designing Great Products: The Power of Design and Leadership by Chief Designe...Designing Great Products: The Power of Design and Leadership by Chief Designe...
Designing Great Products: The Power of Design and Leadership by Chief Designe...
Product School
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Thierry Lestable
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Ana-Maria Mihalceanu
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
Sri Ambati
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
Elena Simperl
 
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdfFIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Product School
 
Leading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdfLeading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdf
OnBoard
 

Recently uploaded (20)

GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
 
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdfSmart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
 
Connector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a buttonConnector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a button
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
 
Knowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and backKnowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and back
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
 
Designing Great Products: The Power of Design and Leadership by Chief Designe...
Designing Great Products: The Power of Design and Leadership by Chief Designe...Designing Great Products: The Power of Design and Leadership by Chief Designe...
Designing Great Products: The Power of Design and Leadership by Chief Designe...
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
 
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdfFIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
 
Leading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdfLeading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdf
 

L'usine du futur sert-elle uniquement à faire des gains de productivité ? par Robert Plana, Assystem

  • 1. DATA DRIVEN SYSTEM ENGINEERING FOR THE FUTURE OF INDUSTRY Robert Plana 8/10/2018
  • 2. 2 Industrial Infrastructures: A need for a System of System approach Convergence between hardware and Software & Context awareness (people, city, environment..) v PROFITABLE GROWTH INCREASE PRODUCTION FOR MARKET ADVANCEMENT RISK MITIGATION LOWER OPERATIONS AND FINANCIAL RISKS COST REDUCTION LOWER OPERATING COSTS WITH GREATER EFFICIENCIES RELIABILITY INCREASE AVAILABILITY AND LONGER ASSET LIFE
  • 3. Physical World Digital WorldSensors Connectivity Edge Computing CAD/BIM PLM Digital Twin Operations & Services 3D Printing Smart Manufacturing IoT & Analytics Virtual Reality Augmented reality Cloud Computing Integration Platform The CyberPhysical Systems Engineering driven by Data and Requirements Safety & Security Robotics OPERATIONS & MAINTENANCE INSTALLATION AND COMMISSIONING DESIGN & ENGINEERING
  • 4. Data driven System Engineering 4 Requirements Functional Architecture Logical Architecture Digital Twin Modelling System Integration Verification Validation Operations Maintenance Collaborative Platform Data Integrity Intelligence Artificielle Artificial Intelligence Artificial Intelligence BIM Analysis Models 3D Scan
  • 5. From data aggregator to full stack platform Distributed data aggregator Integrated platform MULTI-D®
  • 6. Digital twin paradigm will a key enabler Transfer Function State variable False Alarm Real Alarm Physics Data IA In Vivo Model False alarms issues The embedded system concept is generalized Digitalize the OPEX implementation of human knowledge in the form of algorithms.