☆ 4.7 Article

Modelling and solving approaches for scheduling problems in reconfigurable manufacturing systems

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2023)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Engineering, Manufacturing

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

Shengluo Yang et al.

Summary: In this study, we investigated the real-time and concurrent optimization of scheduling and reconfiguration for a dynamic reconfigurable flow shop using deep reinforcement learning. The objective was to minimize the total tardiness cost of all jobs by configuring flow lines and scheduling jobs. We established an intelligent scheduling and reconfiguration system and proposed a new variant of deep Q-network algorithm and an EDQN_T algorithm. Experimental results showed that our proposed algorithms outperformed popular DRL algorithms and priority dispatching rules in terms of solution quality, with a decision time of only a few milliseconds.

CIRP JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY (2023)

添加到收藏夹

Article Engineering, Industrial

Production scheduling in a reconfigurable manufacturing system benefiting from human-robot collaboration

Behdin Vahedi-Nouri et al.

Summary: This paper explores an integrated production scheduling and workforce planning problem in a Reconfigurable Manufacturing System (RMS) using reconfigurable machines and human-robot collaboration. A new Mixed-Integer Linear Programming (MILP) model and an efficient Constraint Programming (CP) model are developed to solve the problem. Computational experiments show the superiority of the CP model over the MILP model in smaller instances and its ability to find high-quality solutions for larger instances within a reasonable computation time. It provides recommendations for managers dealing with this complex problem.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2023)

添加到收藏夹

Article Engineering, Industrial

RMS balancing and planning under uncertain demand and energy cost considerations

Xavier Delorme et al.

Summary: Recent years have seen rapid changes in customer demand and shorter product life cycles, along with growing concerns about sustainability and energy supply fluctuations. Reconfigurable Manufacturing Systems (RMS), with their scalability feature, offer a valuable solution by allowing prompt reorganization of production resources to adapt to external factors. However, these challenges should be anticipated during the design stage of the production system to maintain competitiveness and meet expectations. A bi-level optimization problem can be modeled to consider the expected performance of the system in terms of productivity and energy efficiency, taking into account demand uncertainty. A matheuristic approach is proposed and shows consistent energy cost savings, even with few configurations.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2023)

添加到收藏夹

Article Operations Research & Management Science

A multi-start evolutionary local search for the one-commodity pickup and delivery traveling salesman problem

Juan D. Palacio et al.

Summary: This article addresses the one-commodity pickup and delivery traveling salesman problem and proposes a hybrid metaheuristic approach to solve it. The approach is tested on instances with up to 500 nodes and demonstrates competitive results. It is also applied to real-case instances based on a bicycle sharing system.

ANNALS OF OPERATIONS RESEARCH (2022)

添加到收藏夹

Article Engineering, Industrial

An improved genetic algorithm for flexible job shop scheduling problem considering reconfigurable machine tools with limited auxiliary modules

Jiaxin Fan et al.

Summary: This paper investigates the flexible job shop scheduling problem with machine reconfigurations (FJSP-MR) and proposes an improved genetic algorithm (IGA) to minimize the total weighted tardiness. Experimental results show that the proposed algorithm is highly efficient in various scenarios and the specially designed local search is an effective component for the basic genetic algorithm. Additionally, a real-world engineering case is studied to demonstrate the applicability of the algorithm to large-scale problems.

JOURNAL OF MANUFACTURING SYSTEMS (2022)

添加到收藏夹

Article Management

Pattern mining-based pruning strategies in stochastic local searches for scheduling problems

Arnaud Laurent et al.

Summary: This paper introduces a knowledge extraction module for scheduling problem optimization, which is able to extract high-quality patterns to optimize the search space, thus improving the efficiency and effectiveness of optimization methods.

INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH (2022)

添加到收藏夹

Article Engineering, Industrial

Workforce planning and production scheduling in a reconfigurable manufacturing system facing the COVID-19 pandemic

Behdin Vahedi-Nouri et al.

Summary: This paper investigates a joint workforce planning and production scheduling problem during the COVID-19 pandemic by leveraging the adaptability and flexibility of a Reconfigurable Manufacturing System (RMS). Novel models and a hybrid solution approach are developed to effectively address the issue.

JOURNAL OF MANUFACTURING SYSTEMS (2022)

添加到收藏夹

Article Engineering, Industrial

A multi-objective particle swarm optimisation for integrated configuration design and scheduling in reconfigurable manufacturing system

Jianping Dou et al.

Summary: The study focuses on the integrated optimization problem of configuration design and scheduling for a reconfigurable manufacturing system (RMS), and proposes a multi-objective particle swarm optimization (MoPSO) method. Comparative results show that MoPSO outperforms epsilon-constraint method and nondominated sorting genetic algorithm II (NSGA-II) in both solution quality and computation efficiency.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2021)

添加到收藏夹

Review Engineering, Industrial

Reconfigurable manufacturing systems from an optimisation perspective: a focused review of literature

Abdelkrim R. Yelles-Chaouche et al.

Summary: This paper surveys research publications related to optimization problems and solution methods of Reconfigurable Manufacturing Systems (RMS). It covers the types, components, objective functions, and performance indicators of RMS, as well as the most used solution approaches and a classification of optimization problems. Finally, detailed analysis, conclusions, and suggestions for future research are provided.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2021)

添加到收藏夹

Article Engineering, Industrial

Workforce reconfiguration strategies in manufacturing systems: a state of the art

S. Ehsan Hashemi-Petroodi et al.

Summary: This paper reviews the significance of workforce reconfiguration in production environments, the application of different strategies in flexible manufacturing systems, and provides insights into future research directions.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2021)

添加到收藏夹

Article Engineering, Industrial

The impact of human consideration, schedule types and product mix on scheduling objectives for unpaced mixed-model assembly lines

Frederik Ferid Ostermeier

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2020)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Flexible job shop scheduling problem with reconfigurable machine tools: An improved differential evolution algorithm

Mehdi Mahmoodjanloo et al.

APPLIED SOFT COMPUTING (2020)

添加到收藏夹

Article Computer Science, Artificial Intelligence

A variable space search heuristic for the Capacitated Team Orienteering Problem

Asma Ben-Said et al.

JOURNAL OF HEURISTICS (2019)

添加到收藏夹

Article Engineering, Industrial

Multi-objective multi-unit process plan generation in a reconfigurable manufacturing environment: a comparative study of three hybrid metaheuristics

Faycal A. Touzout et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2019)

添加到收藏夹

Article Engineering, Industrial

Job-shop scheduling problem with energy consideration

Oussama Masmoudi et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2019)

添加到收藏夹

Article Engineering, Industrial

Reconfigurability consideration and scheduling of products in a manufacturing industry

Durga Prasad et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2018)

添加到收藏夹

Article Engineering, Industrial

Configuration design in scalable reconfigurable manufacturing systems (RMS); a case of single-product flow line (SPFL)

Shokraneh K. Moghaddam et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2018)

添加到收藏夹

Article Management

Solving the flexible job shop scheduling problem with sequence-dependent setup times

Liji Shen et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2018)

添加到收藏夹

Review Engineering, Industrial

Reconfigurable manufacturing systems: Literature review and research trend

Marco Bortolini et al.

JOURNAL OF MANUFACTURING SYSTEMS (2018)

添加到收藏夹

Review Engineering, Mechanical

Reconfigurable manufacturing systems: Principles, design, and future trends

Yoram Koren et al.

FRONTIERS OF MECHANICAL ENGINEERING (2018)

添加到收藏夹

Article Engineering, Industrial

Decision support for design of reconfigurable rotary machining systems for family part production

Olga Battaia et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2017)

添加到收藏夹

Article Engineering, Industrial

Flexibility-based multi-objective approach for machines selectioninreconfigurable manufacturing system (RMS) design underunavailabilityconstraints

Hichem Haddou Benderbal et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2017)

添加到收藏夹

Proceedings Paper Green & Sustainable Science & Technology

A production planning method to optimally exploit the potential of reconfigurable manufacturing systems

Andreas Hees et al.

10TH CIRP CONFERENCE ON INTELLIGENT COMPUTATION IN MANUFACTURING ENGINEERING - CIRP ICME '16 (2017)

添加到收藏夹

Article Computer Science, Interdisciplinary Applications

A simulation-optimization based heuristic for the online assignment of multi-skilled workers subjected to fatigue in manufacturing systems

Aicha Ferjani et al.

COMPUTERS & INDUSTRIAL ENGINEERING (2017)

添加到收藏夹

Review Engineering, Manufacturing

A review on job shop scheduling with setup times

Pankaj Sharma et al.

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE (2016)

添加到收藏夹

Article Engineering, Industrial

Priority Scheduling for a Flexible Job Shop with a Reconfigurable Manufacturing Cell

Hyoung-Ho Doh et al.

INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS (2016)

添加到收藏夹

Article Management

Complexity results for flow shop problems with synchronous movement

Stefan Waldherr et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2015)

添加到收藏夹

Article Engineering, Industrial

Incorporating human factors in order picking planning models: framework and research opportunities

Eric H. Grosse et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2015)

添加到收藏夹

Proceedings Paper Engineering, Industrial

Modelling the problem of production scheduling for reconfigurable manufacturing systems

Ahmed Azab et al.

9TH CIRP CONFERENCE ON INTELLIGENT COMPUTATION IN MANUFACTURING ENGINEERING - CIRP ICME '14 (2015)

添加到收藏夹

Article Computer Science, Artificial Intelligence

A GRASP x ELS approach for the job-shop with a web service paradigm packaging

Maxime Chassaing et al.

EXPERT SYSTEMS WITH APPLICATIONS (2014)

添加到收藏夹

Article Engineering, Industrial

Balancing reconfigurable machining lines via a set partitioning model

Pavel A. Borisovsky et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2014)

添加到收藏夹

Article Engineering, Industrial

A new heuristic for integrated process planning and scheduling in reconfigurable manufacturing systems

A. Bensmaine et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2014)

添加到收藏夹

Article Engineering, Industrial

Designing unpaced production lines to optimize throughput and work-in-process inventory

Mark Hillier

IIE TRANSACTIONS (2013)

添加到收藏夹

Article Engineering, Industrial

STEP-NC compliant approach for setup planning problem on multiple fixture pallets

Stefano Borgia et al.

JOURNAL OF MANUFACTURING SYSTEMS (2013)

添加到收藏夹

Article Engineering, Industrial

A reactive GRASP and Path Relinking for balancing reconfigurable transfer lines

Mohamed Essafi et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2012)

添加到收藏夹

Article Engineering, Industrial

A comparison of priority rules for the job shop scheduling problem under different flow time- and tardiness-related objective functions

Veronique Sels et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2012)

添加到收藏夹

Article Computer Science, Interdisciplinary Applications

A systematic approach for product families formation in Reconfigurable Manufacturing Systems

R. Galan et al.

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING (2007)

添加到收藏夹

Article Engineering, Manufacturing

Optimal configuration selection for reconfigurable manufacturing systems

Ayman M. A. Youssef et al.

INTERNATIONAL JOURNAL OF FLEXIBLE MANUFACTURING SYSTEMS (2007)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.