Determination of vehicle requirements of AGV system based on discrete event simulation and response surface methodology
| Autor: | Jianlin Fu, Jian Zhang, Guofu Ding, Shengfeng Qin, Jiang Haifan |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
Simulation optimization
0209 industrial biotechnology Computer science G400 Mechanical Engineering ComputerApplications_COMPUTERSINOTHERSYSTEMS Control engineering 02 engineering and technology Manufacturing systems Industrial and Manufacturing Engineering 020901 industrial engineering & automation 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Response surface methodology Discrete event simulation W200 |
| Zdroj: | Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. 235:1425-1436 |
| ISSN: | 2041-2975 0954-4054 |
| DOI: | 10.1177/0954405421995602 |
| Popis: | The determination of AGV vehicle requirements in a manufacturing system has a great impact on the system performance. This paper first defines the AGV vehicle requirement determination as a general optimization problem, and secondly develops a new AGV vehicle requirement determination method capable of effective solving the problem. This method features with the combination of discrete event simulation (DES), sensitivity analysis, fractional factorial design (FFD) and response surface methodology (RSM). Tests and comparisons with other simulation based methods have shown that the proposed method combining the simulation method with analytical method, can make full use of their respective advantages and overcome the defects of existing methods. It is more practical. |
| Databáze: | OpenAIRE |
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