A framework for conceptualizing integrated prescriptive maintenance and production planning and control models

被引:0
|
作者
Wesendrup, Kevin [1 ]
Hellingrath, Bernd [1 ]
Nikolarakis, Zoi [1 ]
机构
[1] Univ Munster, Munster, Germany
来源
BRAZILIAN JOURNAL OF OPERATIONS & PRODUCTION MANAGEMENT | 2024年 / 21卷 / 03期
关键词
Prescriptive maintenance; Production planning and control; Condition-based maintenance; Modelling; Review; PREDICTIVE MAINTENANCE; HEALTH MANAGEMENT; DECISION-MAKING; PROGNOSTICS; INFORMATION; ONTOLOGY; SYSTEMS;
D O I
10.14488/BJOPM.2172.2024
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Goal: This study aims to support researchers and managers in conceptualising new integrated prescriptive maintenance (PxM) and production planning and control (PPC) models. Design / Methodology / Approach: We perform a systematic literature review based on Thom & eacute; et al. (2016) and analyse literary findings using qualitative content analysis and quantitative correlation analyses. Results: This work identifies 94 integrated PxM and PPC planning models and 47 outcomes, 16 decision variables and 34 environment entities. Based on the quantitative analyses of these components, we derive a normative framework to guide researchers and practitioners in conceptualising integrated models. Limitations of the investigation: The study is limited to only one scientific database. Additionally, the quantitative analyses might be sensitive due to a low sample size for some components, and we only measure the linear dependency between two components. Lastly, we do not address solution algorithms. Practical implications: The framework constitutes a tool for managers to construct integrated models tailored to their specific planning problems, fostering alignment between production and maintenance departments, plans and controls. Originality / Value: We provide a descriptive overview and normative guidance in the selection of components that can or should be used for future PxM-aligned PPC planning studies, pinpointing possible research gaps.
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页数:16
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