Designing synchronizer module in CMMS software based on lean smart maintenance and process mining

IF 1.8 Q3 ENGINEERING, INDUSTRIAL
Seyed Hesam Hosseinizadeh Mazloumi, A. Moini, Mehrdad Agha Mohammad Ali Kermani
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引用次数: 3

Abstract

PurposeNew maintenance hypotheses such as lean smart maintenance emphasized internal integration. Since the maintenance process is not fully integrated with other business processes, it indicates that some of the problems in the maintenance process are caused by other departments. Additionally, nothing can be managed or improved without first measuring it. In order to enhance internal integration, this study developed a model that makes use of information systems data to examine synchronization and collaboration across departments engaged in maintenance operations.Design/methodology/approachThis research connects maintenance management and business process management through information systems. A conceptual module model based on CMMS is proposed that will use data which are already available in CMMS and, using process mining, will assess the level of synchronization between departments within an organization.FindingsThis conceptual model will serve as a roadmap for creating better value-added CMMS software. This system operates as a performance measurement tool in three majors, including organizational analysis, workflow analysis and eventually, a future simulation of maintenance processes. This module will serve as a decision support system, highlighting opportunities for improvement in maintenance processes.Originality/valueA practical guideline is provided for the future development of CMMSs and their enhancement to intelligence. All assumptions are based on maintenance theories, techniques for measuring maintenance performance and business process management and process mining.
基于精益智能维护和流程挖掘的CMMS软件同步器模块设计
目的精益智能维修等新的维修假设强调内部集成。由于维护过程没有与其他业务流程完全集成,这表明维护过程中的一些问题是由其他部门引起的。此外,如果不首先进行测量,任何事情都无法管理或改进。为了增强内部集成,本研究开发了一个模型,利用信息系统数据来检查参与维护操作的部门之间的同步和协作。设计/方法论/方法本研究通过信息系统将维护管理和业务流程管理联系起来。提出了一个基于CMMS的概念模块模型,该模型将使用CMMS中已经可用的数据,并使用过程挖掘来评估组织内各部门之间的同步水平。发现此概念模型将作为创建更好的增值CMMS软件的路线图。该系统作为三个专业的绩效衡量工具运行,包括组织分析、工作流程分析,以及最终的维护过程模拟。该模块将作为一个决策支持系统,突出维护流程改进的机会。独创性/价值为CMM的未来发展及其智能化提供了实用指南。所有假设都基于维护理论、测量维护性能的技术以及业务流程管理和流程挖掘。
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来源期刊
Journal of Quality in Maintenance Engineering
Journal of Quality in Maintenance Engineering Engineering-Safety, Risk, Reliability and Quality
CiteScore
4.00
自引率
13.30%
发文量
24
期刊介绍: This exciting journal looks at maintenance engineering from a positive standpoint, and clarifies its recently elevatedstatus as a highly technical, scientific, and complex field. Typical areas examined include: ■Budget and control ■Equipment management ■Maintenance information systems ■Process capability and maintenance ■Process monitoring techniques ■Reliability-based maintenance ■Replacement and life cycle costs ■TQM and maintenance
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