Industrial agents: emerging applications of software agents in industry

P Leitão, S Karnouskos - 2015 - books.google.com
Industrial Agents explains how multi-agent systems improve collaborative networks to offer
dynamic service changes, customization, improved quality and reliability, and flexible …

Classification of cyber-physical production systems applications: Proposition of an analysis framework

O Cardin - Computers in Industry, 2019 - Elsevier
Cyber-physical systems have encountered a huge success in the past decade in several
scientific communities, and specifically in production topics. The main attraction of the …

A deep reinforcement learning based hyper-heuristic for modular production control

M Panzer, B Bender, N Gronau - International Journal of …, 2024 - Taylor & Francis
In nowadays production, fluctuations in demand, shortening product life-cycles, and highly
configurable products require an adaptive and robust control approach to maintain …

Bio-inspired multi-agent systems for reconfigurable manufacturing systems

P Leitão, J Barbosa, D Trentesaux - Engineering Applications of Artificial …, 2012 - Elsevier
The current market's demand for customization and responsiveness is a major challenge for
producing intelligent, adaptive manufacturing systems. The Multi-Agent System (MAS) …

Simulation of matrix-structured manufacturing systems

M Schönemann, C Herrmann, P Greschke… - Journal of Manufacturing …, 2015 - Elsevier
Increasing product variety, shorter product life cycles, and unknown future demands for each
product type are key challenges of manufacturing companies. This paper describes the …

Designing an adaptive and deep learning based control framework for modular production systems

M Panzer, N Gronau - Journal of Intelligent Manufacturing, 2023 - Springer
In today's rapidly changing production landscape with increasingly complex manufacturing
processes and shortening product life cycles, a company's competitiveness depends on its …

Future industrial systems: best practices of the intelligent manufacturing and services systems (IMS2) French Research Group

O Cardin, F Ounnar, A Thomas… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Development of future industry has become an active research area in the recent years. A
structured national workgroup, called IMS2, has emerged in France over the last decade …

Multi-agent system architectures for collaborative prognostics

A Salvador Palau, MH Dhada, AK Parlikad - Journal of Intelligent …, 2019 - Springer
This paper provides a methodology to assess the optimal multi-agent architecture for
collaborative prognostics in modern fleets of assets. The use of multi-agent systems has …

Modelling and control architectures of production systems: literature review

DK Ismayyir, LM Dawood, M AL-Khafaji - AIP Conference …, 2024 - pubs.aip.org
Globalization, changes in the working environment, higher quality requirements, rapid
technical mutation, and changes in production paradigms all provide difficulties to …

A genetic algorithm for robust hybrid flow shop scheduling

T Chaari, S Chaabane, T Loukil… - International Journal of …, 2011 - Taylor & Francis
Most of scheduling methods consider a deterministic environment for which the data of the
problem are known. Nevertheless, in reality, several kinds of uncertainties should be …