Real-time and concurrent optimization of scheduling and reconfiguration for dynamic reconfigurable flow shop using deep reinforcement learning

S Yang, J Wang, L Xin, Z Xu - CIRP Journal of Manufacturing Science and …, 2023 - Elsevier
Reconfigurable manufacturing system (RMS) is commonly adopted under mass
customization. For an RMS with dynamic events, how to real-timely schedule jobs and …

Reconfiguration management in manufacturing: A systematic literature review

T Müller, B Caesar, M Weiß, S Ferhat… - at …, 2023 - degruyter.com
Driven by shorter innovation and product life cycles as well as economic volatility, the
demand for reconfiguration of production systems is increasing. Thus, a systematic literature …

Digital Twin Framework for Reconfiguration Management: Concept & Evaluation

B Caesar, K Barton, DM Tilbury, A Fay - IEEE Access, 2023 - ieeexplore.ieee.org
To remain competitive in a highly dynamic environment, manufacturing companies have to
quickly react to disturbances or changing customer requirements. To enable manufacturing …

Joint optimization of product configuration and process planning in Reconfigurable Manufacturing Systems

RC Sabioni, J Daaboul… - International Journal of …, 2022 - ijiemjournal.uns.ac.rs
A key factor for the successful implementation of mass customization is joint product-process
optimization. This paper proposes a linear programming model that jointly optimizes product …

Integrating product configuration systems with manufacturing system reconfiguration

S Shafiee, L Zhang, NH Mortensen, HN Hansen - Procedia CIRP, 2022 - Elsevier
Caused by the growing complexity in production, more and more companies started
implementing reconfigurable manufacturing systems (RMSs) to quickly reconfigure …

Multi-Criteria Attributed Graph Embedding-Enabled Decision Support System for Manufacturing Resilience

Y Liu, KYH Lim, TE Tan, T Peng… - 2023 IEEE 19th …, 2023 - ieeexplore.ieee.org
Manufacturing resilience is critical for achieving mass personalization paradigms, with
disruption management being a key aspect to ensure continuous collaboration between …

Optimization to identify the adapted product design and product adaptation process with initial evaluation of information quality in branches of AND-OR tree based on …

M Saad, D Xue - Advanced Engineering Informatics, 2024 - Elsevier
Adaptable products are used to satisfy new customer requirements through changes of
products such as upgrading of modules during their utilization stages. Compared with the …

Industry 4.0-oriented turnkey project: rapid configuration and intelligent operation of manufacturing systems

S Xie, W Zhang, F Xue, D Li, Y Liu, J Fleischer… - Machines, 2022 - mdpi.com
More extensive personalized product requirements and shorter product life cycles have put
forward higher requirements for the rapid establishment, commissioning, and operation of …

AI-Driven Optimization Approach Based on Genetic Algorithm in Mass Customization Supplying and Manufacturing.

S Alfayoumi, N Eltazi… - International Journal of …, 2023 - search.ebscohost.com
Numerous artificial intelligence (AI) techniques are currently utilized to identify planning
solutions for supply chains, which comprise suppliers, manufacturers, wholesalers, and …

A mathematical model and solution algorithms for optimising system-level configurations of reconfigurable single part flow lines

HI Kim, AJ Youn, DH Lee - International Journal of Production …, 2024 - Taylor & Francis
This study addresses a system-level configuration selection problem for reconfigurable
single part flow lines (R-SPFLs) with parallel identical flexible machines at each stage. The …