A hormone regulation–based approach for distributed and on-line scheduling of machines and automated guided vehicles
With the continuous innovation of technology, automated guided vehicles are playing an increasingly important role on manufacturing systems. Both the scheduling of operations on machines as well as the scheduling of automated guided vehicles are essential factors contributing to the efficiency of th...
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| Veröffentlicht in: | Proceedings of the Institution of Mechanical Engineers. Part B, Journal of engineering manufacture Journal of engineering manufacture, 2018-01, Vol.232 (1), p.99-113 |
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| container_title | Proceedings of the Institution of Mechanical Engineers. Part B, Journal of engineering manufacture |
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| creator | Zheng, Kun Tang, Dunbing Giret, Adriana Salido, Miguel A Sang, Zelei |
| description | With the continuous innovation of technology, automated guided vehicles are playing an increasingly important role on manufacturing systems. Both the scheduling of operations on machines as well as the scheduling of automated guided vehicles are essential factors contributing to the efficiency of the overall manufacturing systems. In this article, a hormone regulation–based approach for on-line scheduling of machines and automated guided vehicles within a distributed system is proposed. In a real-time environment, the proposed approach assigns emergent tasks and generates feasible schedules implementing a task allocation approach based on hormonal regulation mechanism. This approach is tested on two scheduling problems in literatures. The results from the evaluation show that the proposed approach improves the scheduling quality compared with state-of-the-art on-line and off-line approaches. |
| doi_str_mv | 10.1177/0954405416662078 |
| format | Article |
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| ispartof | Proceedings of the Institution of Mechanical Engineers. Part B, Journal of engineering manufacture, 2018-01, Vol.232 (1), p.99-113 |
| issn | 0954-4054 2041-2975 |
| language | eng |
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| source | SAGE Complete |
| subjects | Automated guided vehicles Automation Computer networks Innovations Materials handling On-line systems Schedules Scheduling Task scheduling |
| title | A hormone regulation–based approach for distributed and on-line scheduling of machines and automated guided vehicles |
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