Analysis of the Impact of Effective Time Management on Workstation Efficiency Using a Multi-Criteria Optimization Approach

IF 1.4 Q4 ENGINEERING, INDUSTRIAL Management Systems in Production Engineering Pub Date : 2023-08-01 DOI:10.2478/mspe-2023-0034
M. Krynke
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Abstract

Abstract The aim of the article is to analyze the impact of effective time management on the performance of workstations in the context of the conflict between maximizing workstation utilization and minimizing the number of items waiting in the queue. The article utilized the FlexSim program to build a simulation model of the workstation and conducted optimization using the built-in optimizer. The research demonstrated that effective time management has a positive impact on workstation performance by reducing the number of items waiting in the queue, leading to increased throughput and reduced delays in production processes. An important aspect of the analysis was the application of a multi-criteria optimization approach, which allowed for achieving a balance between maximizing workstation utilization and minimizing the number of items waiting. Multi-criteria optimization considers diverse goals and decision criteria, leading to a more comprehensive approach to optimizing production processes. As a result, effective time management on workstations, based on analysis and multi-criteria optimization, can significantly improve the efficiency and performance of production processes. This analysis can be a valuable tool for organizations seeking to optimize their processes and achieve a competitive advantage in the market. The analysis conducted in the article confirms that effective time management has a beneficial impact on workstation performance. The use of a multi-criteria approach in optimization enables achieving a balance between various decision factors. The presented simulation model and research results can be useful for decision-makers in the manufacturing field who aim to make more informed decisions regarding planning and optimizing production processes to enhance efficiency, effectiveness, and customer satisfaction.
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使用多准则优化方法分析有效时间管理对工作站效率的影响
摘要本文的目的是在最大限度地提高工作站利用率和最小化队列中等待的项目数量之间存在冲突的情况下,分析有效的时间管理对工作站性能的影响。本文利用FlexSim程序建立了工作站的仿真模型,并使用内置的优化器进行了优化。研究表明,有效的时间管理可以减少队列中等待的项目数量,从而提高吞吐量,减少生产过程中的延迟,从而对工作站性能产生积极影响。分析的一个重要方面是应用了多标准优化方法,该方法可以在最大限度地提高工作站利用率和最大限度地减少等待的项目数量之间实现平衡。多标准优化考虑了不同的目标和决策标准,从而形成了一种更全面的优化生产流程的方法。因此,基于分析和多准则优化的工作站有效时间管理可以显著提高生产流程的效率和性能。对于寻求优化流程并在市场中获得竞争优势的组织来说,这种分析可能是一种有价值的工具。文章中进行的分析证实,有效的时间管理对工作站性能有着有益的影响。在优化中使用多准则方法能够实现各种决策因素之间的平衡。所提出的模拟模型和研究结果可用于制造领域的决策者,他们旨在就规划和优化生产流程做出更明智的决策,以提高效率、有效性和客户满意度。
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来源期刊
CiteScore
4.30
自引率
13.30%
发文量
48
审稿时长
10 weeks
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