Olivier Cardin

Laboratoire LS2N
Nantes University

Author of the chapters below :

General concepts

Holonic Control Architectures

Curriculum vitae :

Olivier Cardin is an assistant professor of the Technology Institute of Nantes University and at the LS2N laboratory since 2008. He teaches mainly production management and robotics. He is co-chairman of the IMS² working group "Intelligent Manufacturing Systems and Services" of the French research group MACS of CNRS. His research topics are centered on industrial engineering, with a particular focus on industrial cyber-physical systems applied to manufacturing systems. His expertise covers the holonic paradigm, discrete event flow simulation and the digital twin of manufacturing systems.

Web Site :

Publications since 2015 :

Publications referenced on ORCID (83) ►

Journal articles (17)

Machine learning-assisted microscopic public transportation simulation: Two coupling strategies, in Simulation Modelling Practice and Theory ; 2024.
WSN Energy Control by Holonic Dynamic Reconfiguration: Application to the Sustainability of Communicating Materials, in Sustainability ; 2024.
A microscopic public transportation simulation framework based on machine learning, in Journal of Public Transportation ; 2024.
Toward Digital twin for sustainable manufacturing: A data-driven approach for energy consumption behavior model generation, in Computers in Industry ; 2023.
Industry 4.0: contributions of holonic manufacturing control architectures and future challenges, in Journal of Intelligent Manufacturing ; 2021.
A q‐learning rescheduling approach to the flexible job shop problem combining energy and productivity objectives, in Sustainability (Switzerland) ; 2021.
A systematic literature review of successful implementation of industry 4.0 technologies in companies: Synthesis of the ipsi framework, in Applied Sciences (Switzerland) ; 2021.
Health-related parameters for evaluation methodologies of human operators in industry: A systematic literature review, in Sustainability (Switzerland) ; 2021.
Classification of cyber-physical production systems applications: Proposition of an analysis framework, in Computers in Industry ; 2019.
Coupling predictive scheduling and reactive control in manufacturing hybrid control architectures: state of the art and future challenges, in Journal of Intelligent Manufacturing ; 2017.
Input data management for energy related discrete event simulation modelling, in Journal of Cleaner Production ; 2017.
Performance evaluation of holonic control of a switch arrival system, in Concurrent Engineering Research and Applications ; 2017.
A Petri net-based methodology to increase flexibility in service-oriented holonic manufacturing systems, in Computers in Industry ; 2016.
A modeling framework for manufacturing services in Service-oriented Holonic Manufacturing Systems, in Engineering Applications of Artificial Intelligence ; 2016.
Future Industrial Systems: Best Practices of the Intelligent Manufacturing & Services Systems (IMS 2) French Research Group, in IEEE Transactions on Industrial Informatics ; 2016.
H²CM: A holonic architecture for flexible hybrid control systems, in Computers in Industry ; 2016.
Performance evaluation of holonic paradigm application to a switch arrival system,Évaluation de l'application du paradigme holonique à un système de réservoirs, in Journal Europeen des Systemes Automatises ; 2016.

Conference papers (42)

A Core Reference Model for Applicable Reconfigurable Manufacturing Systems, in Studies in Computational Intelligence ; 2024.
A Hyper-heuristic for Dynamic Scheduling of Cyber-Physical Production Systems Using Incremental Learning, in Studies in Computational Intelligence ; 2024.
Digital Twin for Decision-Support: An Insight into the Integration of Simulation Models into Digital Twin Architectures, in Studies in Computational Intelligence ; 2024.
Task Allocation and Motion Planning Strategies for Multi-robot Cooperation, in Studies in Computational Intelligence ; 2024.
Digital Twin Lifecycle: Core Challenges and Open Issues, in Studies in Computational Intelligence ; 2023.
Generic Aggregation Model for Reconfigurable Holonic Control Architecture – The GARCIA Framework, in Studies in Computational Intelligence ; 2023.
Handling Uncertainties with and Within Digital Twins, in Studies in Computational Intelligence ; 2023.
Interval-Based approach for uncertainty quantification of Energy Consumption modeling in Digital Twin, in IFAC-PapersOnLine ; 2023.
Non-intrusive musculoskeletal disorders risk assessment towards an integration in human operators' Digital Twins, in IFAC-PapersOnLine ; 2023.
Real-time field synchronization mechanism for Digital Twin manufacturing systems, in IFAC-PapersOnLine ; 2023.
Review of smart cyber city: keys requirements, tools and issues, in IFAC-PapersOnLine ; 2023.
About Perfection of Digital Twin Models, in Studies in Computational Intelligence ; 2022.
Aggregation Patterns in Holonic Manufacturing Systems, in Studies in Computational Intelligence ; 2022.
An enhanced methodology of Fault Detection and Diagnosis based on Digital Twin, in IFAC-PapersOnLine ; 2022.
Design and Use of Human Operator Digital Twins in Industrial Cyber-Physical Systems: Ethical Implications, in IFAC-PapersOnLine ; 2022.
Ethical Principles in Industry 4.0 Automated Decision-Making Systems, in Studies in Computational Intelligence ; 2022.
Integration of Artificial Intelligence in the life cycle of industrial Digital Twins, in IFAC-PapersOnLine ; 2022.
Serious Game as Learning Media for Reconfigurable Manufacturing System: A Model Development, in IFAC-PapersOnLine ; 2022.
Using Knowledge Graphs and Human-Centric Artificial Intelligence for Reconfigurable Supply Chains: A Research Framework, in IFAC-PapersOnLine ; 2022.
A Multi-agent Model for the Multi-plant Multi-product Physical Internet Supply Chain Network, in Studies in Computational Intelligence ; 2021.
Designing the digital twins of reconfigurable manufacturing systems: Application on a smart factory, in IFAC-PapersOnLine ; 2021.
Evaluation Methods of Ergonomics Constraints in Manufacturing Operations for a Sustainable Job Balancing in Industry 4.0, in Studies in Computational Intelligence ; 2021.
Multi-protocol Communication Tool for Virtualized Cyber Manufacturing Systems, in Studies in Computational Intelligence ; 2021.
Past and Future Perspectives on Digital Twin Research at SOHOMA, in Studies in Computational Intelligence ; 2021.
Proposition of an Enrichment for Holon Internal Structure: Introduction of Model and KPI Layers, in Studies in Computational Intelligence ; 2021.
Ten years of SOHOMA Workshop Proceedings: A Bibliometric Analysis and Leading Trends, in Studies in Computational Intelligence ; 2021.
Toward Digital Twin for Cyber Physical Production Systems Maintenance: Observation Framework Based on Artificial Intelligence Techniques, in Studies in Computational Intelligence ; 2021.
Towards a digital twin for cyber-physical production systems: A multi-paradigm modeling approach in the postal industry, in Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings ; 2020.
A model driven approach for automated generation of service-oriented holonic manufacturing systems, in Studies in Computational Intelligence ; 2019.
Heuristics for Robots-Humans Tasks Assignment in a Containers Loading Center, in IFAC-PapersOnLine ; 2019.
Industry 4.0 and service companies: The case of the French postal service, in Studies in Computational Intelligence ; 2019.
Scientific discussion: Open reviews of “arti reference architecture – PROSA revisited”, in Studies in Computational Intelligence ; 2019.
Evolution of holonic control architectures towards Industry 4.0: A short overview ; 2018.
H²CM-Based Holonic Modelling of a Gas Pipeline, in Studies in Computational Intelligence ; 2018.
Proposition of an Implementation Framework Enabling Benchmarking of Holonic Manufacturing Systems, in Studies in Computational Intelligence ; 2018.
Trusted Services for Cyber Manufacturing Systems, in Studies in Computational Intelligence ; 2018.
Determination of an empirical model of average rank for multi-deep AS/RS based on simulation, in Proceedings - Winter Simulation Conference ; 2017.
Implementation framework for cloud-based holonic control of cyber-physical production systems, in IEEE International Conference on Industrial Informatics (INDIN) ; 2016.
Virtual commissioning-based development and implementation of a service-oriented holonic control for retrofit manufacturing systems, in Studies in Computational Intelligence ; 2016.
Extension of holonic paradigm to smart grids, in IFAC Proceedings Volumes (IFAC-PapersOnline) ; 2015.
Implementation of a Process Orchestration Model in a Service Oriented Holonic Manufacturing System, in IFAC Proceedings Volumes (IFAC-PapersOnline) ; 2015.
Performance evaluation of holonic-based online scheduling for a switch arrival system, in IFAC Proceedings Volumes (IFAC-PapersOnline) ; 2015.

Books and books sections (13)

General concepts, in Digitalization and Control of Industrial Cyber-Physical Systems: Concepts, Technologies and Applications ; 2022.
Preface, in Studies in Computational Intelligence ; 2022.
Foreword, in Studies in Computational Intelligence ; 2021.
Preface, in Studies in Computational Intelligence ; 2021.
Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future ; 2021.
Energy-aware resources in digital twin: The case of injection moulding machines, in Studies in Computational Intelligence ; 2020.
Heterogeneous communication middleware for digital twin based cyber manufacturing systems, in Studies in Computational Intelligence ; 2020.
Preface, in Studies in Computational Intelligence ; 2018.
Service Orientation in Holonic and Multi-Agent Manufacturing ; 2018.
Classification of cyber-physical systems developments: Proposition of an analysis framework, in Studies in Computational Intelligence ; 2017.
Application of holonic paradigm to hybrid processes: Case of a water treatment process, in Studies in Computational Intelligence ; 2015.
Coupling predictive scheduling and reactive control in manufacturing: State of the art and future challenges, in Studies in Computational Intelligence ; 2015.
Process specification framework in a service oriented holonic manufacturing systems, in Studies in Computational Intelligence ; 2015.

Other publications (11)

Machine Learning-Assisted Microscopic Public Transportation Simulation: Two Coupling Strategies, in SSRN ; 2024.
Industry 4.0: Contributions of holonic manufacturing control architectures and future challenges, in arXiv ; 2020.
Industry 4.0: Contributions of holonic manufacturing control architectures and future challenges, in arXiv ; 2020.
H²CM-based holonic modeling of a gas pipeline, in arXiv ; 2019.
H²CM-based holonic modeling of a gas pipeline, in arXiv ; 2019.
Proposition of an implementation framework enabling benchmarking of Holonic Manufacturing Systems, in arXiv ; 2019.
Proposition of an implementation framework enabling benchmarking of Holonic Manufacturing Systems, in arXiv ; 2019.
Classification of cyber-physical production systems applications: proposition of an analysis framework, in arXiv ; 2018.
Classification of cyber-physical production systems applications: proposition of an analysis framework, in arXiv ; 2018.
Evolution of holonic control architectures towards Industry 4.0: A short overview, in arXiv ; 2018.
Evolution of holonic control architectures towards Industry 4.0: A short overview, in arXiv ; 2018.

Publications référencées sur HAL (87) ►

Journal articles (20)

Machine learning-assisted microscopic public transportation simulation: Two coupling strategies, in Simulation Modelling Practice and Theory ; 2024.
WSN energy control by holonic dynamic reconfiguration: Application to the sustainability of communicating materials, in Sustainability ; 2024.
A microscopic public transportation simulation framework based on machine learning, in Journal of Public Transportation ; 2024.
Toward Digital twin for sustainable manufacturing: A data-driven approach for energy consumption behavior model generation, in Computers in Industry ; 2023.
Aggregation Patterns in Holonic Manufacturing Systems, in Studies in Computational Intelligence ; 2022.
An enhanced methodology of Fault Detection and Diagnosis based on Digital Twin, in IFAC-PapersOnLine ; 2022.
Integration of Artificial Intelligence in the life cycle of industrial Digital Twins, in IFAC-PapersOnLine ; 2022.
A Q-Learning Rescheduling Approach to the Flexible Job Shop Problem Combining Energy and Productivity Objectives, in Sustainability ; 2021.
A Systematic Literature Review of Successful Implementation of Industry 4.0 Technologies in Companies: Synthesis of the IPSI Framework, in Applied Sciences ; 2021.
Health-Related Parameters for Evaluation Methodologies of Human Operators in Industry: A Systematic Literature Review, in Sustainability ; 2021.
Industry 4.0: contributions of holonic manufacturing control architectures and future challenges, in Journal of Intelligent Manufacturing ; 2020.
Classification of cyber-physical production systems applications: Proposition of an analysis framework, in Computers in Industry ; 2019.
Performance evaluation of holonic control of a switch arrival system, in Concurrent Engineering: Research and Applications ; 2017.
Future industrial systems: best practices of the intelligent manufacturing & services systems (IMS²) French research group, in IEEE Transactions on Industrial Informatics ; 2017.
Input data management for energy related discrete event simulation modelling, in Journal of Cleaner Production ; 2017.
A modeling framework for manufacturing services in Service-oriented Holonic Manufacturing Systems, in Engineering Applications of Artificial Intelligence ; 2016.
Evaluation de l'application du paradigme holonique à un système de réservoirs, in Journal Européen des Systèmes Automatisés (JESA) ; 2016.
H2CM: A holonic architecture for flexible hybrid control systems, in Computers in Industry ; 2016.
A Petri net-based methodology to increase flexibility in service-oriented holonic manufacturing systems, in Computers in Industry ; 2016.
Coupling predictive scheduling and reactive control in manufacturing hybrid control architectures: state of the art and future challenges, in Journal of Intelligent Manufacturing ; 2015.

Conference papers (41)

IMIC: Intelligent Manufacturing International Contest - towards the gradual design of a new benchmark, in 14th International Workshop on Service-Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, SOHOMA 2024 ; 2024.
Allocation et coordination des mouvements de robots en espace partagé : une approche par la recherche opérationnelle, in 2ème Congrès Annuel de la Société d'Automatique, de Génie Industriel et de Productique (SAGIP 2024) ; 2024.
A propos de la soutenabilité du jumeau numérique, in 2ème Congrès Annuel de la Société d'Automatique, de Génie Industriel et de Productique (SAGIP 2024) ; 2024.
Exploration des mécanismes d'adaptation du jumeau numérique face aux dérives dans les systèmes de production via des approches d'apprentissage automatique, in 2ème Congrès Annuel de la Société d'Automatique, de Génie Industriel et de Productique (SAGIP 2024) ; 2024.
Réordonnancement sur critères énergétiques de systèmes de production cyber physiques hybrides, in 2ème Congrès Annuel de la Société d'Automatique, de Génie Industriel et de Productique (SAGIP 2024) ; 2024.
Digital Twin for decision-support: An insight into the integration of simulation models into Digital Twin architecture, in SOHOMA workshop 2023 ; 2023.
Task allocation and motion planning strategies for multi-robot cooperation., in 13th International Workshop on Service-Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future (SOHOMA2023) ; 2023.
Real-time field synchronization mechanism for Digital Twin manufacturing systems, in IFAC World Congres ; 2023.
Non-intrusive musculoskeletal disorders risk assessment towards an integration in human operators’ Digital Twins, in IFAC World Congress ; 2023.
Interval-Based approach for uncertainty quantification of Energy Consumption modeling in Digital Twin, in IFAC World Congrès ; 2023.
TELMA : plateformes pédagogiques innovantes en réseau de e-maintenance, in S-MART 2023 : 18ème Colloque national S.mart ; 2023.
Review of smart cyber city: keys requirements, tools and issues, in 22nd IFAC World Congress ; 2023.
A Hyper-heuristic for Dynamic Scheduling of Cyber-Physical Production Systems Using Incremental Learning, in Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future. SOHOMA 2023 ; 2023.
Handling Uncertainties with and Within Digital Twins, in SOHOMA 2022 - Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future ; 2022.
Generic aggregation model for reconfigurable holonic control architecture – The GARCIA framework, in 12th International Workshop on Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, SOHOMA’22 ; 2022.
Using Knowledge Graphs and Human-Centric Artificial Intelligence for Reconfigurable Supply Chains: A Research Framework, in MIM 2022: 10th IFAC Conference on Manufacturing Modelling, Management and Control ; 2022.
Serious Game as Learning Media for Reconfigurable Manufacturing System: A Model Development, in 10th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2022 ; 2022.
Design and Use of Human Operator Digital Twins in Industrial Cyber-Physical Systems: Ethical Implications, in IMS 2022 ; 2022.
Couplage de jumeau numérique et réseau de neurones pour la détection et l'analyse des micro-pannes dans un système de production, in 17ème colloque national S-mart AIP-PRIMECA ; 2021.
Designing the Digital Twins of Reconfigurable Manufacturing Systems: application on a smart factory, in IFAC Symposium on Information Control Problems in Manufacturing INCOM ; 2021.
REVUE DES METHODES D'EVALUATION DES CONTRAINTES ERGONOMIQUES DES OPERATIONS DE PRODUCTION ET DE LEUR INTEGRATION DANS UN SYSTEME DE PRODUCTION CYBER-PHYSIQUE, in 13ème CONFERENCE INTERNATIONALE DE MODELISATION, OPTIMISATION ET SIMULATION (MOSIM2020), 12-14 Nov 2020, AGADIR, Maroc ; 2020.
Towards a Digital Twin for Cyber-Physical Production Systems: A Multi-Paradigm Modeling Approach in the Postal Industry, in ACM/IEEE 23rd International Conference on Model Driven Engineering Languages and Systems (MODELS '20 Companion) ; 2020.
A Multi-agent Model for the Multi-plant Multi-product Physical Internet Supply Chain Network, in SOHOMA 2020: Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future ; 2020.
Ten years of SOHOMA Workshop Proceedings: A Bibliometric Analysis and Leading Trends, in SOHOMA 2020 : Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future ; 2020.
Couplage de la simulation de flux avec la modélisation multiphysique pour la prédiction de la consommation énergétique des systèmes de production, in XVIIème Congrès de la Société Française de Génie des Procédés ; 2019.
Heuristics for Robots-Humans Tasks Assignment in a Containers Loading Center, in IMS 2019 : 13th IFAC Workshop on Intelligent Manufacturing Systems ; 2019.
Les CPPS Impact et opportunités pour l'Industrie du Futur, in Journées Nationales du GDR MACS ; 2019.
Contribution des architectures de contrôle holoniques à l’industrie 4.0, in 12e Conférence Internationale de Modélisation, Optimisation et SIMulation- MOSIM’18 ; 2018.
Evolution of holonic control architectures towards Industry 4.0: A short overview, in 16th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2018 ; 2018.
A Model Driven Approach for Automated Generation of Service-Oriented Holonic Manufacturing Systems, in SOHOMA 2018 - International Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing ; 2018.
H²CM-based holonic modeling of a gas pipeline, in SOHOMA’17 Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing ; 2017.
Trusted Services for Cyber Manufacturing Systems, in SOHOMA’17 Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing ; 2017.
An implementation framework enabling benchmarking of Holonic Manufacturing Systems, in SOHOMA’17 Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing ; 2017.
DETERMINATION OF AN EMPIRICAL MODEL OF AVERAGE RANK FOR MULTI-DEEP AS/RS BASED ON SIMULATION, in Winter Simulation Conference ; 2017.
Classification of cyber-physical systems developments: proposition of an analysis framework, in SOHOMA’16 Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing ; 2016.
Implementation framework for cloud-based holonic control of cyber-physical production systems, in 2016 IEEE 14th International Conference on Industrial Informatics (INDIN) ; 2016.
Couplage de la modélisation énergétique à la simulation dynamique des flux de production, in Xème Conférence Internationale : Conception et Production Intégrées ; 2015.
Virtual commissioning-based development and implementation of a service-oriented holonic control for retrofit manufacturing systems, in SOHOMA’15 Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing ; 2015.
Performance evaluation of holonic-based online scheduling for a switch arrival system, in INCOM 2015 ; 2015.
Implementation of a Process Orchestration Model in a Service Oriented Holonic Manufacturing System, in INCOM 2015 ; 2015.
Extension of holonic paradigm to smart grids, in INCOM 2015 ; 2015.

Books and books sections (21)

A Core Reference Model for Applicable Reconfigurable Manufacturing Systems, in Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future ; 2024.
Digital Twin Lifecycle: Core Challenges and Open Issues, in Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future ; 2023.
About Perfection of Digital Twin Models, in Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future ; 2022.
Holonic control architectures, in Digitalization and Control of Industrial Cyber‐Physical Systems ; 2022.
Digitalization and Control of Industrial Cyber-Physical Systems: Concepts, Technologies and Applications, in ; 2022.
Multi-protocol Communication Tool for Virtualized Cyber Manufacturing Systems, in Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future ; 2021.
Proposition of an Enrichment for Holon Internal Structure: Introduction of Model and KPI Layers, in Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future ; 2021.
Evaluation Methods of Ergonomics Constraints in Manufacturing Operations for a Sustainable Job Balancing in Industry 4.0, in Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future ; 2021.
Toward Digital Twin for Cyber Physical Production Systems Maintenance: Observation Framework Based on Artificial Intelligence Techniques, in Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future ; 2021.
Past and Future Perspectives on Digital Twin Research at SOHOMA, in Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future ; 2021.
Heterogeneous Communication Middleware for Digital Twin Based Cyber Manufacturing Systems, in Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future.Proceedings of SOHOMA 2019 ; 2019.
Energy-aware resources in Digital Twin: the case of injection molding machines, in Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future. SOHOMA 2019. ; 2019.
Proposition of an implementation framework enabling benchmarking of Holonic Manufacturing Systems, in Service Orientation in Holonic and Multi-Agent Manufacturing, Proceedings of SOHOMA 2017 ; 2018.
H²CM-based holonic modeling of a gas pipeline, in Service Orientation in Holonic and Multi-Agent Manufacturing, Proceedings of SOHOMA 2017 ; 2018.
Industry 4.0 and Service Companies: The Case of the French Postal Service, in Service Orientation in Holonic and Multi-Agent Manufacturing - Proceedings of SOHOMA 2018 ; 2018.
Scientific Discussion: Open Reviews of “ARTI Reference Architecture – PROSA Revisited”, in Service Orientation in Holonic and Multi-Agent Manufacturing - Proceedings of SOHOMA 2018 ; 2018.
Classification of cyber-physical systems developments: proposition of an analysis framework, in Service Orientation in Holonic and Multi Agent Manufacturing and Robotics ; 2017.
Virtual Commissioning-Based Development and Implementation of a Service-Oriented Holonic Control for Retrofit Manufacturing Systems, in Service Orientation in Holonic and Multi Agent Manufacturing and Robotics ; 2016.
Coupling Predictive Scheduling and Reactive Control in Manufacturing: State of the Art and Future Challenges, in Service Orientation in Holonic and Multi-agent Manufacturing ; 2015.
Application of holonic paradigm to hybrid processes : case of a water treatment process, in Service Orientation in Holonic and Multi Agent Manufacturing and Robotics ; 2015.
Process specification framework in a service oriented holonic manufacturing system, in Service Orientation in Holonic and Multi Agent Manufacturing and Robotics ; 2015.

Other publications (5)

Groupement de Recherche MACS - Bilan 2019-2023 et Projet 2024-2028, REPORT ; 2023.
Synthèse Action commune INFORSID -MACS, UNDEFINED ; 2022.
Synthèse de l'enquête GDR MACS et Intelligence Artificielle (IA) : Cartographie des techniques utilisées, des domaines et objets de recherche concernés, REPORT ; 2022.
Modélisation multi-échelle de la Performance Energétique des Systèmes de Production, POSTER ; 2018.
Contribution à la conception, l'évaluation et l'implémentation de systèmes de production cyber-physiques, HDR ; 2016.