在不完善的恶化生产系统中,协调与维护、质量控制和生产有关的决策

IF 0.6 Q4 ENGINEERING, INDUSTRIAL Industrial Engineering and Management Systems Pub Date : 2021-07-01 DOI:10.22116/JIEMS.2020.226584.1353
Seyed Mohammad Hadian, H. Farughi, H. Rasay
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引用次数: 1

摘要

本文建立了退化生产系统维修、质量控制和生产控制综合规划的数学模型。同时考虑这三个因素可以提高生产过程的效率,从而获得高质量的产品。在本研究中,单台机器以已知的、恒定的单位时间生产率生产产品,生产过程有两种运行状态,即控制状态和失控状态,状态转移的概率服从一般分布。为了监控过程,在生产周期内进行抽样检查,并应用适当的控制图。在开发的模型中,对控制图的类型没有限制。因此,不同的控制图可用于实际的质量控制。每个生产周期中生产的批量大小是根据机器的生产率和每个周期中生产的合格和不合格物品的比例来确定的。本研究将预防性维修和纠正性维修作为完善的维修行动,将最小维修作为不完善的维修行动,使过程保持在适当的状态。集成模型的目标是计划维修行动,确定控制图参数的最优值,并优化生产水平,以使每单位时间内过程的预期总成本最小。为评价该模型的性能,对模型的关键参数进行了数值求解和灵敏度分析,并对所得结果进行了分析。
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Coordination of the decisions associated with maintenance, quality control and production in imperfect deteriorating production systems
In this paper, a mathematical model is presented for the integrated planning of maintenance, quality control and production control in deteriorating production systems. The simultaneous consideration of these three factors improves the efficiency of the production process and leads to high-quality products. In this study, a single machine produces a product with a known and constant production rate per time unit and the production process has two operational states, i.e. in-control state and out-of-control state, and the probability of the state transition follows a general distribution. To monitor the process, sampling inspection is conducted during a production cycle and a proper control chart is applied. In the developed model, there is no restriction on the type of the control chart. Therefore, different control charts can be applied in practice for quality control. The lot size produced in each production cycle is determined with respect to the production rate of the machine and the proportion of conforming and non-conforming items produced in each cycle. In this study, preventive maintenance and corrective maintenance as perfect maintenance actions and minimal maintenance as imperfect maintenance action are applied to maintain the process in a proper condition. The objective of the integrated model is to plan the maintenance actions, determine the optimal values of the control chart parameters and optimize the production level to minimize the expected total cost of the process per time unit. To evaluate the performance of this model, a numerical study is solved and a sensitivity analysis is conducted on the critical parameters and the obtained results are analyzed.
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来源期刊
CiteScore
2.20
自引率
28.60%
发文量
45
期刊介绍: Industrial Engineering and Management Systems (IEMS) covers all areas of industrial engineering and management sciences including but not limited to, applied statistics & data mining, business & information systems, computational intelligence & optimization, environment & energy, ergonomics & human factors, logistics & transportation, manufacturing systems, planning & scheduling, quality & reliability, supply chain management & inventory systems.
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