3.8 Article

Joint design of control chart, production and maintenance policy for unreliable manufacturing systems

Journal

JOURNAL OF QUALITY IN MAINTENANCE ENGINEERING
Volume 27, Issue 4, Pages 586-610

Publisher

EMERALD GROUP PUBLISHING LTD
DOI: 10.1108/JQME-01-2020-0006

Keywords

Optimal integrated strategies; Periodic preventive maintenance; Corrective maintenance; x-bar control chart; Buffer stock

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This study aims to develop an integrated strategy involving production, maintenance, and quality control, with a focus on finding optimal values to minimize total costs per unit time. The model considers various aspects of a manufacturing system and establishes the relationships between preventive maintenance policy, buffer stock size, and control chart parameters. It provides a novel approach to practical situations where only systematic periodic preventive maintenance is feasible for economic or technical reasons.
Purpose -The purpose of this study is to develop a joint production, maintenance and quality control strategy involving a periodic preventive maintenance policy. Design/methodology/approach - The proposed integrated policy is defined and modeled mathematically. Findings - The paper focuses on finding simultaneously the optimal values of the preventive maintenance period, the buffer stock size, the sample size, the sampling interval and the control chart limits, such that the expected total cost per time unit is minimized. Practical implications - The paper attempts to integrate in a single model the three main aspects of any manufacturing system: production, maintenance and quality. The considered system consists of one machine subject to a degradation process that directly affects the quality of products. The process and product quality control is carried out using an x-bar control chart. In the proposed model, a preventive maintenance action is performed every a inspections of product quality in order to reduce the shift rate to the out-of-control state. A corrective maintenance action is undertaken once the control limits are exceeded. In order to palliate perturbations caused by the stopping of the machine to undergo maintenance actions, a buffer stock is built up to ensure the continuous supply of the subsequent machine. The main goal of this work is to develop a model that captures the underlying link between the preventive maintenance policy, the buffer stock size and the parameters of an x-bar control chart used to control the quality of the product. Numerical experiments and a study of the effects of the input parameters variation on the obtained results are performed. Originality/value - The existing models that simultaneously consider maintenance, inventory and control charts consist of a condition-based maintenance (CBM) policy. Periodic preventive maintenance (PM) has not been considered in such models. The proposed integrated model is original, in that it links production through buffer stocks, quality through a control chart and maintenance through periodic preventive maintenance (different practical settings and modeling approach than when CBM is used). Hence, this paper addresses practical situations where, for economic or technical reasons, only systematic periodic preventive maintenance is possible.

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