Searching for just a few words should be enough to get started. If you need to make more complex queries, use the tips below to guide you.
Article type: Research Article
Authors: Liu, Lua; c | Sun, Qimingb | Jiang, Tianhuaa; c; d; * | Deng, Guanlonge | Gong, Qingtaoc; f | Li, Yapinga
Affiliations: [a] School of Transportation, Ludong University, Yantai, Shandong, China | [b] College of Information Science and Technology, Nanjing Forestry University, Nanjing, China | [c] Shandong Marine Aerospace Equipment Technological Innovation Center, Ludong University, Yantai, Shandong, China | [d] Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, China | [e] School of Information and Electrical Engineering, Ludong University, Yantai, Shandong, China | [f] ULASAN and Ocean College, Ludong University, Yantai, Shandong, China
Correspondence: [*] Corresponding author. Tianhua Jiang. E-mail: [email protected].
Abstract: Recently, energy-saving scheduling issues have attracted more and more attention in the manufacturing field. Meanwhile, in practical production, maintenance planning is viewed as a vital task in the workshop. However, the existing literature about energy-saving scheduling problems rarely consider the effect of preventive maintenance. Therefore, this paper investigates an energy-saving flexible job shop scheduling problem with preventive maintenance. A mathematical model is proposed considering the minimization of total energy consumption. To solve the problem, a novel discrete elephant herding optimization algorithm (NDEHO) is proposed according to the problem’s characteristics. To test the NDEHO’s performance, the Taguchi design of experiment approach is adopted to get the best combination of parameters in the algorithm. Numerical experiments are conducted based on twenty-four instances, including four benchmark instances and twenty randomly generated instances. Computational data indicate that NDEHO outperforms other compared algorithms for solving the considered problem.
Keywords: Energy-saving scheduling, flexible job shop, preventive maintenance, total energy consumption, elephant herding optimization
DOI: 10.3233/JIFS-220494
Journal: Journal of Intelligent & Fuzzy Systems, vol. 43, no. 6, pp. 8089-8107, 2022
IOS Press, Inc.
6751 Tepper Drive
Clifton, VA 20124
USA
Tel: +1 703 830 6300
Fax: +1 703 830 2300
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
IOS Press
Nieuwe Hemweg 6B
1013 BG Amsterdam
The Netherlands
Tel: +31 20 688 3355
Fax: +31 20 687 0091
[email protected]
For editorial issues, permissions, book requests, submissions and proceedings, contact the Amsterdam office [email protected]
Inspirees International (China Office)
Ciyunsi Beili 207(CapitaLand), Bld 1, 7-901
100025, Beijing
China
Free service line: 400 661 8717
Fax: +86 10 8446 7947
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
如果您在出版方面需要帮助或有任何建, 件至: [email protected]