Unified Modeling and Automated Scheduling for Manufacturing as a Service

Project Information

UniMaaS

Grant agreement ID: 101177842

DOI

10.3030/101177842

EC signature date 30 August 2024

Start date 1 January 2025

End date 31 December 2027

Funded under

• Digital, Industry and Space

Total cost

No data

EU contribution

€ 6 483 593,82

Coordinated by

ETHNICON METSOVION POLYTECHNION
Greece

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (7)

Dissemination, Communication and Exploitation Plan

Report on the dissemination, communication, and exploitation plan, as well as the plan for the UniMaaS training activities and workshop organization.

UniMaaS Platform Setup, Interoperability and Product and Process Life-Cycle Requirements

Report of the integration environment (and the technical guidelines for the integrated platform) align with elaborated analysis on the requirements for interoperability and Product and Process Life-Cycle.

Requirements and Pilots Description, Modeling and Decision-Making Approaches and Conceptualization of the UniMaaS Reference Architecture

Report of the business and technical requirements of the pilots, adopted models of manufacturing processes and the conceptualization of the UniMaaS Reference Architecture.

UniMaaS Interim Technical Project Report

Report of management processes, scientific progress, technical achievements of each participant and update on risks.

UniMaaS Interim Dissemination, Communication and Exploitation report

Report of the progress on the dissemination, communication, and exploitation plan and the UniMaaS training activities and workshop organization.

Project Management Handbook

A guide describing all administrative and technical management processes (reporting, internal communication, etc.).

UniMaaS Reference Architecture Final Specification

Report of the final UniMaaS Reference Architecture.

Other (2)

UniMaaS interim report on models, estimators, intent mechanism and Zero-X evaluation

Report and software of initial results on formal models, the AI-based predictors, the intent-based servitisation mechanism and the Zero-X evaluation of the models.

Data Management Suite Implementation

Repository of data platform code with documentation and recorded demonstration, including knowledge graph, monitoring engine, trusted and secure data exchange, and DPP.

Publications

Conference proceedings (16)

State dependent disturbances in computation of forward reachable sets and minimal invariant sets

Author(s): Nikolaos Athanasopoulos, Eleftherios E. Vlahakis, Christopher Townsend, Sorin Olaru
Published in: 2025 IEEE 64th Conference on Decision and Control (CDC), 2025
Publisher: IEEE
DOI: 10.1109/CDC57313.2025.11312049

How to Manage Supply Chain Bill of Materials Through Artificial Intelligence?

Author(s): Maurizio De Lucia, Josefa Mula, Joan A. Silvestre-Cerdà, Francisco J. Ferriols, Teresa Murino
Published in: Communications in Computer and Information Science, Applied Cognitive Computing and Artificial Intelligence, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-22205-3_33

Agile Temporal Discretization for Symbolic Optimal Control

Author(s): Adrien Janssens, Adrien Banse, Julien Calbert, Raphael M. Jungers
Published in: 64th Conference on Decision and Control, 2026
Publisher: IEEE
DOI: 10.1109/CDC57313.2025.113122011

LLM-Enhanced Symbolic Control for Safety-Critical Applications

Author(s): Amir Bayat, Alessandro Abate, Necmiye Ozay, Raphaël M. Jungers.
Published in: IFAC-PapersOnLine, Issue 59, 2025, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.12.008

Region of Synchronization Estimation for Complex Networks via SOS Programming

Author(s): Shuyuan Zhang, Raphaël M. Jungers, Lei Wang
Published in: 2025 European Control Conference (ECC), 2025
Publisher: IEEE
DOI: 10.23919/ECC65951.2025.11187192

Impact of generative artificial intelligence on workload, efficiency and labour productivity

Author(s): Daniel Caamaño-Gordillo, Josefa Mula, Rocio de la Torre
Published in: IFAC-PapersOnLine, Issue 59, 2025, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.237

Formal synthesis of lyapunov stability certificates for linear switched systems using relu neural networks

Author(s): Virginie Debauche, Alec Edwards, Raphael M. Jungers, Alessandro Abate
Published in: 2nd International Conference on Neuro-symbolic Systems, 2025
Publisher: Proceedings of Machine Learning Research

Model Predictive Control for Disruption-aware Supply Chain Networks

Author(s): Lydia Mavraidi, Ioannis Dimolitsas, Dimitrios Spatharakis, Nikolaos Athanasopoulos, Aris Leivadeas, Dimitrios Dechouniotis, Symeon Papavassiliou
Published in: IFAC-PapersOnLine, Issue 59, 2025, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.12.007

Intent-Driven Smart Manufacturing Integrating Knowledge Graphs and Large Language Models

Author(s): Takoua Jradi, John Violos, Dimitrios Spatharakis, Lydia Mavraidi, Ioannis Dimolitsas, Aris Leivadeas, Symeon Papavassiliou
Published in: 2025 IEEE International Conference on Knowledge Graph (ICKG), 2025
Publisher: IEEE
DOI: 10.1109/ICKG66886.2025.00028

Enhancing supply chain antifragility in the face of uncertainty: an AI-driven approach in a circular intuitionistic fuzzy environment

Author(s): Morteza Yazdani, Moslem Alimohammadlou, Josefa Mula, Manuel Díaz-Madroñero
Published in: IFAC-PapersOnLine, Issue 59, 2025, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.065

Requirements Elicitation in Manufacturing-as-a-Service Platform Systems Development

Author(s): Götz Müller, Maurice Meyer, Jan Mayer, Dogan Efe, Paul Jahnke, Roland Jochem
Published in: IFAC-PapersOnLine, Issue 59, 2025, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.12.010

A Graph-Based Conceptual Model for MILP Modeling

Author(s): Juan Moreno, Josefa Mula, Raúl Poler, Jordi Almendros
Published in: Lecture Notes on Data Engineering and Communications Technologies, Data Science, Challenges and Applications in Industrial Operations, 2026
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-10126-6_45

Enhancing Supply Chain Efficiency Through Manufacturing Optimisation as a Service (MOaaS)

Author(s): Jordi Almendros, Josefa Mula, Raúl Poler, Juan Moreno, Blanca Guerrero, Marta Guerrero-Martínez
Published in: Lecture Notes on Data Engineering and Communications Technologies, Data Science, Challenges and Applications in Industrial Operations, 2026
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-10126-6_14

Online Complexity Estimation for Repetitive Scenario Design

Author(s): Guillaume O. Berger, Raphaël M. Jungers
Published in: 2025 IEEE 64th Conference on Decision and Control (CDC), 2026
Publisher: IEEE
DOI: 10.1109/CDC57313.2025.11312326

Aircraft Maintenance Scheduling based on Digital Twins

Author(s): Lydia Mavraidi, Dimitrios Spatharakis, Ioannis Dimolitsas, Margarita Vitoropoulou, Christos Grigoras, Vana Kardasi, Nikolaos Athanasopoulos, Dimitrios Dechouniotis, Symeon Papavassiliou
Published in: IFAC-PapersOnLine, Issue 59, 2025, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.12.009

Real-time wind field surveying by spatial interpolation

Author(s): J. Rainey, N. Athanasopoulos, P. Sopasakis
Published in: IFAC-PapersOnLine, Issue 59, 2025, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.12.011

Peer reviewed articles (8)

Characterizing simulation relations through control architectures in abstraction-based control

Author(s): Julien Calbert, Antoine Girard, Raphaël M. Jungers
Published in: Automatica, Issue 190, 2026, ISSN 0005-1098
Publisher: Elsevier BV
DOI: 10.1016/J.AUTOMATICA.2026.113040

Binary combinatorial optimization-based path planning and optimal transition control in piecewise linear neural abstraction domain

Author(s): Yousef Farid, Raphaël M. Jungers
Published in: Neurocomputing, Issue 669, 2025, ISSN 0925-2312
Publisher: Elsevier BV
DOI: 10.1016/J.NEUCOM.2025.132504

A Conceptual Model to Integrate Operations Strategies Into Circular and Sustainable Global Supply Chains

Author(s): Darwin Aldás, Josefa Mula, Manuel Díaz‐Madroñero
Published in: Sustainable Development, 2025, ISSN 0968-0802
Publisher: Wiley
DOI: 10.1002/SD.70202

Reviewing lean manufacturing and Industry 4.0 technologies in the supply chain

Author(s): John Reyes, Josefa Mula, Manuel Diaz-Madroñero
Published in: International Journal of Production Research, 2026, ISSN 0020-7543
Publisher: Informa UK Limited
DOI: 10.1080/00207543.2026.2615814

Sustainable optimisation approaches for production planning and control to evolve towards industry 5.0

Author(s): Blanca Guerrero, Josefa Mula, Raul Poler
Published in: International Journal of Production Research, 2025, ISSN 0020-7543
Publisher: Informa UK Limited
DOI: 10.1080/00207543.2025.2507794

Toward lean industry 5.0: a human-centered model for integrating lean and industry 4.0 in an automotive supplier

Author(s): Peter Hines, Florian Magnani, Josefa Mula, Raquel Sanchis
Published in: International Journal of Production Research, 2025, ISSN 0020-7543
Publisher: Informa UK Limited
DOI: 10.1080/00207543.2025.2551238

Adopting Lean Industry 4.0: insights from Spanish manufacturing SMEs in an international context

Author(s): Blanca Guerrero, Josefa Mula, Raul Poler, Peter Hines, Maneesh Kumar
Published in: International Journal of Production Research, Issue 64, 2026, ISSN 0020-7543
Publisher: Informa UK Limited
DOI: 10.1080/00207543.2025.2606913

A comprehensive taxonomy of sourcing, making and delivering problems for production planning

Author(s): Ana Mengual-Recuerda, Beatriz Andres, Josefa Mula, Raúl Poler
Published in: International Journal of Production Research, Issue 64, 2026, ISSN 0020-7543
Publisher: Informa UK Limited
DOI: 10.1080/00207543.2026.2639745