Workload Control in Flow Shops with Bottleneck Shifting and Process Time Variability

IF 1.9 Q3 ENGINEERING, INDUSTRIAL Production Engineering Archives Pub Date : 2024-02-22 DOI:10.30657/pea.2024.30.4
Aruna Prabhu, K. Raghunandana, P. Y. Pai
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Abstract

Manufacturing industries struggle to devise precise planning and scheduling solutions due to unpredictable business situations. Additionally, uncertainties in production such as machine breakdowns, labour absenteeism, cycle time deviations, etc., would further deteriorate production plans and lead to uncertainty in decision-making processes. Flow shops with bottlenecks are particularly susceptible to these disturbances. Moreover, the random variations in cycle time variations can cause the bottleneck to shift between different stages. Literature indicates that conventional job release methods are ineffective in addressing these difficulties. In contrast, workload control methods would provide better solutions. Hence, a flow shop model has been developed and simulated using the variables like process time variations and bottleneck shifting on the discrete-event simulation software. The flow shop model incorporates realistic shop characteristics which are subjected to random process time variations, so as to assess the performance. The outcomes of the experimentation demonstrate that order release methods play a pivotal role in improving the performance of flow shops in more volatile situations.
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具有瓶颈转移和流程时间可变性的流动车间的工作量控制
由于业务情况难以预测,制造业很难制定精确的计划和调度解决方案。此外,生产中的不确定因素,如机器故障、劳动力缺勤、周期时间偏差等,会进一步恶化生产计划,导致决策过程的不确定性。有瓶颈的流动车间尤其容易受到这些干扰的影响。此外,周期时间变化的随机变化也会导致瓶颈在不同阶段之间转移。文献表明,传统的作业释放方法无法有效解决这些难题。相比之下,工作量控制方法能提供更好的解决方案。因此,在离散事件仿真软件上,利用流程时间变化和瓶颈转移等变量,开发并仿真了流程车间模型。该流程车间模型包含了真实的车间特征,这些特征会受到随机流程时间变化的影响,从而评估其性能。实验结果表明,在波动较大的情况下,订单释放方法在提高流动车间的性能方面发挥了关键作用。
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来源期刊
Production Engineering Archives
Production Engineering Archives Engineering-Industrial and Manufacturing Engineering
CiteScore
6.10
自引率
13.00%
发文量
50
审稿时长
6 weeks
期刊最新文献
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