Simulation-based optimisation for order release of printed circuit board workshop with process switching constraints

IF 2.5 Q2 ENGINEERING, INDUSTRIAL
Lei Yue, Qing Xu, Hao Wang, Mudassar Rauf, Jabir Mumtaz
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引用次数: 0

Abstract

Workload control (WLC) is usually employed to make order release to attain workload balance, satisfactory delivery rate and high production efficiency. However, in the real production environment of printed circuit board (PCB) industries, slight modifications in the product process shifts the bottleneck resources which leads to misjudge the effect of WLC and may ultimately increase the lateness of orders. Therefore, this research focuses on the order release problem of PCB production system considering main process flow and shifting of bottlenecks. At first, certain improvements are proposed on the classic WLC method and two order release control strategies based on process switching are designed to generate order release plan on the basis of Lancaster University Management School Corrected Order Release method. Furthermore, different scheduling rules are investigated along with the upper workload limits on the PCB system simultaneously. Finally, a simulation model is developed to analyse the impact of order release methods on the system performance through simulation experiments. Furthermore, extensive simulation experiments for different scheduling rules on bottleneck resource and different workload upper limit ratios are also carried out in the current research. Simulation results show that the process order release control strategy based on process switching has a strong adaptability in PCB manufacturing system.

Abstract Image

基于仿真的印制电路板车间订单释放优化(带工艺切换约束
通常采用工作量控制(WLC)来释放订单,以实现工作量平衡、满意的交付率和高生产效率。然而,在印刷电路板(PCB)行业的实际生产环境中,产品工艺流程的细微变化会导致瓶颈资源的转移,从而导致对 WLC 效果的错误判断,最终可能增加订单的延迟。因此,考虑到主要工艺流程和瓶颈的转移,本研究重点关注 PCB 生产系统的订单释放问题。首先,对经典的 WLC 方法提出了一些改进,并在兰卡斯特大学管理学院修正订单释放方法的基础上,设计了两种基于流程切换的订单释放控制策略,以生成订单释放计划。此外,还同时研究了不同的调度规则和 PCB 系统的工作量上限。最后,开发了一个仿真模型,通过仿真实验分析订单释放方法对系统性能的影响。此外,本研究还针对瓶颈资源的不同调度规则和不同工作量上限比率进行了大量仿真实验。仿真结果表明,基于工序切换的工序订单释放控制策略在电路板制造系统中具有很强的适应性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IET Collaborative Intelligent Manufacturing
IET Collaborative Intelligent Manufacturing Engineering-Industrial and Manufacturing Engineering
CiteScore
9.10
自引率
2.40%
发文量
25
审稿时长
20 weeks
期刊介绍: IET Collaborative Intelligent Manufacturing is a Gold Open Access journal that focuses on the development of efficient and adaptive production and distribution systems. It aims to meet the ever-changing market demands by publishing original research on methodologies and techniques for the application of intelligence, data science, and emerging information and communication technologies in various aspects of manufacturing, such as design, modeling, simulation, planning, and optimization of products, processes, production, and assembly. The journal is indexed in COMPENDEX (Elsevier), Directory of Open Access Journals (DOAJ), Emerging Sources Citation Index (Clarivate Analytics), INSPEC (IET), SCOPUS (Elsevier) and Web of Science (Clarivate Analytics).
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