{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T12:10:18Z","timestamp":1742991018243,"version":"3.40.3"},"reference-count":37,"publisher":"SAGE Publications","issue":"6","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IFS"],"published-print":{"date-parts":[[2022,4,28]]},"abstract":"This paper develops a joint decision-making model approach to preventive maintenance and SPC (statistical process control) with delayed monitoring considered. The proposal of delayed monitoring policy postpones the sampling process till a scheduled time and contributes to six renewal scenarios of the production process, where maintenance actions are triggered by scheduled duration of preventive maintenance or the alert of X \u00af chart for monitoring the shift of process mean resulted by deterioration of equipment. By analyzing the evolution of the system in different scenarios, a mathematical model is given to minimize the expected cost per unit time by optimizing values of five variables (scheduled duration without monitoring, scheduled duration of preventive maintenance, sample size, sampling interval and control limit). The results of a numerical example indicate that the hourly cost of the proposed model is lower than the model that delayed monitoring is not considered when the system has a low hazard rate during the early period. Finally, a sensitivity analysis is performed to demonstrate the effect of model parameters.<\/jats:p>","DOI":"10.3233\/jifs-211853","type":"journal-article","created":{"date-parts":[[2021,10,20]],"date-time":"2021-10-20T13:29:34Z","timestamp":1634736574000},"page":"5321-5334","source":"Crossref","is-referenced-by-count":1,"title":["Joint decision-making model of preventive maintenance and delayed monitoring SPC based on imperialist competitive algorithm"],"prefix":"10.1177","volume":"42","author":[{"given":"Yan","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Business Administration, Zhengzhou University of Aeronautics, Zhengzhou, Henan, P.R. China"}]},{"given":"Shiyu","family":"Li","sequence":"additional","affiliation":[{"name":"School of Management Engineering, Zhengzhou University of Aeronautics, Zhengzhou, Henan, P.R. China"}]},{"given":"Yang","family":"Deng","sequence":"additional","affiliation":[{"name":"School of Management Engineering, Zhengzhou University of Aeronautics, Zhengzhou, Henan, P.R. China"}]},{"given":"Honggen","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Management Engineering, Zhengzhou University of Aeronautics, Zhengzhou, Henan, P.R. China"}]},{"given":"Xin","family":"Yan","sequence":"additional","affiliation":[{"name":"School of Management Engineering, Zhengzhou University of Aeronautics, Zhengzhou, Henan, P.R. China"}]},{"given":"Jing","family":"Li","sequence":"additional","affiliation":[{"name":"School of Management Engineering, Zhengzhou University of Aeronautics, Zhengzhou, Henan, P.R. China"}]}],"member":"179","reference":[{"issue":"2","key":"10.3233\/JIFS-211853_ref1","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1504\/EJIE.2011.039870","article-title":"Integrated system for maintenance and safety management through FMECA principles and fuzzy inference engine","volume":"5","author":"Savino","year":"2011","journal-title":"European Journal of Industrial Engineering"},{"issue":"3","key":"10.3233\/JIFS-211853_ref2","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1504\/EJIE.2018.092006","article-title":"Maintenance and quality control integrated strategy for manufacturing systems","volume":"12","author":"Bahria","year":"2018","journal-title":"European J. Industrial Engineering"},{"issue":"2","key":"10.3233\/JIFS-211853_ref3","first-page":"1","article-title":"Optimal production policy for economic production lot-sizing model with preventive maintenance[J]","volume":"2020","author":"Park","journal-title":"Quality Technology and Quantitative Management"},{"key":"10.3233\/JIFS-211853_ref4","doi-asserted-by":"crossref","unstructured":"Liao W. , Chen M. and Yang X. , Joint optimization of preventive maintenance and production scheduling for parallel machines system[J], Journal of Intelligent & Fuzzy Systems 32(1) (2017).","DOI":"10.3233\/JIFS-161385"},{"issue":"4","key":"10.3233\/JIFS-211853_ref5","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1016\/j.omega.2015.07.012","article-title":"Integrated production, sampling quality control and maintenance of deteriorating production systems with AOQL constraint","volume":"61","author":"Bouslah","year":"2016","journal-title":"Omega"},{"issue":"3","key":"10.3233\/JIFS-211853_ref6","first-page":"119","article-title":"Simulation of manufacturing processes subject to maintenance and quality control: sensitivity analysis and numerical example","volume":"2","author":"Lesage","year":"2015","journal-title":"International Journal of Mechanical Engineering and Automation"},{"issue":"1","key":"10.3233\/JIFS-211853_ref7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1504\/IJAOM.2010.034583","article-title":"Joint consideration of production scheduling, maintenance and quality policies: a review and conceptual framework","volume":"2","author":"Pandey","year":"2010","journal-title":"International Journal of Advanced Operations Management"},{"issue":"2","key":"10.3233\/JIFS-211853_ref8","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1016\/j.ejor.2003.11.026","article-title":"An integrated systems approach to process control and maintenance","volume":"164","author":"Linderman","year":"2005","journal-title":"European Journal of Operational Research"},{"issue":"11","key":"10.3233\/JIFS-211853_ref9","doi-asserted-by":"crossref","first-page":"1389","DOI":"10.1016\/j.mcm.2007.09.008","article-title":"Economic design of integrated model of control chart and maintenance management","volume":"47","author":"Zhou","year":"2008","journal-title":"Mathematical & Computer Modelling"},{"issue":"4","key":"10.3233\/JIFS-211853_ref10","doi-asserted-by":"crossref","first-page":"1245","DOI":"10.1016\/j.cie.2011.07.017","article-title":"An integrated model based on statistical process control and maintenance","volume":"61","author":"Mehrafrooz","year":"2011","journal-title":"Computers & Industrial Engineering"},{"key":"10.3233\/JIFS-211853_ref11","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1016\/j.ress.2014.09.020","article-title":"An integrated model of statistical process control and maintenance based on the delayed monitoring","volume":"133","author":"Yin","year":"2015","journal-title":"Reliability Engineering and System Safety"},{"issue":"2","key":"10.3233\/JIFS-211853_ref12","doi-asserted-by":"crossref","first-page":"382","DOI":"10.1016\/j.ejor.2013.02.041","article-title":"Joint optimization of X \u00af control chart and preventive maintenance policies: A discrete-time Markov chain approach","volume":"229","author":"Xiang","year":"2013","journal-title":"European Journal of Operational Research"},{"issue":"11","key":"10.3233\/JIFS-211853_ref13","doi-asserted-by":"crossref","first-page":"1452","DOI":"10.1057\/s41274-016-0175-2","article-title":"An integrated model of statistical process controland condition-based maintenance for deteriorating systems","volume":"68","author":"Liu","year":"2017","journal-title":"Journal of the Operational Research Society"},{"issue":"3","key":"10.3233\/JIFS-211853_ref14","doi-asserted-by":"crossref","first-page":"732","DOI":"10.1016\/j.ress.2008.07.003","article-title":"An economically designed, integrated quality and maintenance model using an adaptive Shewhart chart","volume":"94","author":"Panagiotidou","year":"2009","journal-title":"Reliability Engineering & System Safety"},{"issue":"3","key":"10.3233\/JIFS-211853_ref15","doi-asserted-by":"crossref","first-page":"491","DOI":"10.1016\/j.ejor.2012.11.031","article-title":"Economic and economic-statistical designs of an X \u00af control chart for two-unit series systems with condition-based maintenance","volume":"226","author":"Liu","year":"2013","journal-title":"European Journal of Operation Research"},{"issue":"1","key":"10.3233\/JIFS-211853_ref16","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1080\/03610918.2014.957841","article-title":"An integrated model based on statistical process control and maintenance for two-stage dependent processes","volume":"46","author":"Zhong","year":"2014","journal-title":"Communications in Statistics-Simulation and Computation"},{"issue":"2","key":"10.3233\/JIFS-211853_ref17","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1504\/EJIE.2019.098508","article-title":"An integrated model of statistical process control and maintenance planning for a two-stage dependent process under general deterioration","volume":"13","author":"Rasay","year":"2019","journal-title":"European Journal of Industrial Engineering"},{"issue":"3","key":"10.3233\/JIFS-211853_ref18","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1016\/j.cie.2009.11.002","article-title":"Integrated maintenance and control policy based on quality control","volume":"58","author":"Mehdi","year":"2010","journal-title":"Computers & Industrial Engineering"},{"issue":"1","key":"10.3233\/JIFS-211853_ref19","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1093\/imaman\/dpp026","article-title":"Economic and economic-statistical design of a multivariate Bayesian control chart for condition-based maintenance","volume":"22","author":"Yin","journal-title":"IMA Journal of Management Mathematics"},{"issue":"3","key":"10.3233\/JIFS-211853_ref20","doi-asserted-by":"crossref","first-page":"726","DOI":"10.1016\/j.ejor.2011.12.010","article-title":"A simulation-based multivariate Bayesian control chart for real time condition-based maintenance of complex systems","volume":"218","author":"Wang","year":"2012","journal-title":"European Journal of Operational Research"},{"issue":"4","key":"10.3233\/JIFS-211853_ref21","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/j.cie.2018.02.021","article-title":"An integrated production and maintenance planning model underVP-T2 Hotelling chart","volume":"118","author":"Salmasnia","year":"2018","journal-title":"Computers & Industrial Engineering"},{"issue":"6","key":"10.3233\/JIFS-211853_ref22","first-page":"1","article-title":"Joint economic design of CUSUM control chart and age-based imperfect preventive maintenance policy","volume":"2018","author":"Li","year":"2018","journal-title":"Mathematical Problems in Engineering"},{"issue":"2","key":"10.3233\/JIFS-211853_ref23","first-page":"182","article-title":"The integrated model of the Kolmogorov\u2013Smirnov distribution-freestatistic approach to process control and maintenance,\u2013","volume":"29","author":"Khrueasom","year":"2017","journal-title":"Science"},{"issue":"5","key":"10.3233\/JIFS-211853_ref24","doi-asserted-by":"crossref","first-page":"5178","DOI":"10.1016\/j.eswa.2010.10.044","article-title":"Minimizing the cost of integrated systems approach to process control and maintenance model by EWMA control chart using genetic algorithm","volume":"38","author":"Charongrattanasakul","year":"2011","journal-title":"Expert Systems with Applications An International Journal"},{"key":"10.3233\/JIFS-211853_ref25","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.cie.2019.01.046","article-title":"Reliability-oriented design of integrated model of preventive maintenance and quality control policy with time-between-events control chart","volume":"129","author":"He","year":"2019","journal-title":"Computers & Industrial Engineering"},{"key":"10.3233\/JIFS-211853_ref26","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1016\/j.ijpe.2017.10.016","article-title":"Joint production, quality and maintenance control of a two-machine line subject to operation- dependent and quality-dependent failures","volume":"195","author":"Bouslah","year":"2018","journal-title":"International Journal of Production Economics"},{"key":"10.3233\/JIFS-211853_ref27","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1016\/j.ress.2018.03.025","article-title":"Integrated production, quality control and condition-based maintenance for imperfect production systems","volume":"175","author":"Cheng","year":"2018","journal-title":"Reliability Engineering & System Safety"},{"issue":"6","key":"10.3233\/JIFS-211853_ref28","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1080\/21681015.2019.1659429","article-title":"An integrated model for joint determination of production run length, adaptive control chart parameters and maintenance policy","volume":"36","author":"Salmasnia","year":"2019","journal-title":"Journal of Industrial and Production Engineering"},{"issue":"3","key":"10.3233\/JIFS-211853_ref29","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1080\/16843703.2014.11673342","article-title":"A Failure-rate-reduction Periodic Preventive Maintenance Model with Delayed Initial Time in a Finite Time Period[J]","volume":"11","author":"Cheng","year":"2014","journal-title":"Quality Technology & Quantitative Management"},{"key":"10.3233\/JIFS-211853_ref30","doi-asserted-by":"crossref","first-page":"4661","DOI":"10.1109\/CEC.2007.4425083","article-title":"Imperialist competitive algorithm: An algorithm for optimization inspired byimperialistic competition. Evolutionary Computation","volume":"2007","author":"Atashpaz-Gargari","year":"2007","journal-title":"CEC 2007. IEEE Congress on. IEEE"},{"issue":"6","key":"10.3233\/JIFS-211853_ref31","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1016\/j.compchemeng.2017.02.027","article-title":"A location-inventory-pricing model in a closed loop supply chain network with correlated demands and shortages under a periodic review system","volume":"101","author":"Ahmadzadeh","year":"2017","journal-title":"Computers & Chemical Engineering"},{"issue":"6","key":"10.3233\/JIFS-211853_ref32","doi-asserted-by":"crossref","first-page":"628","DOI":"10.1080\/0951192X.2014.900860","article-title":"Supplier selection in a single-echelon supplychain with horizontal competition using Imperialist competitive algorithm","volume":"28","author":"Kermani","year":"2015","journal-title":"International Journal of Computer Integrated Manufacturing"},{"issue":"7","key":"10.3233\/JIFS-211853_ref33","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/j.jmsy.2017.05.005","article-title":"Toward an integrated modeling approach for production and delivery operations in flow shop system: Trade-off between direct and routing delivery methods","volume":"44","author":"Ramezanian","year":"2017","journal-title":"Journal of Manufacturing Systems"},{"issue":"6","key":"10.3233\/JIFS-211853_ref34","first-page":"404","article-title":"Bi-objective optimization for integrating production and preventive maintenance scheduling in two-stage assembly flow shop problem","volume":"33","author":"Seidgar","year":"2016","journal-title":"Journal of the Chinese Institute of Industrial Engineers"},{"issue":"3","key":"10.3233\/JIFS-211853_ref35","first-page":"21","article-title":"Improving OPTICS algorithm with imperialist competitive algorithm: choosing automatically best parameters","volume":"5","author":"Ghorbani","year":"2016","journal-title":"Advances in Computer Science: an International Journal"},{"issue":"11","key":"10.3233\/JIFS-211853_ref36","doi-asserted-by":"crossref","first-page":"1823","DOI":"10.1080\/0305215X.2016.1141204","article-title":"An improved imperialist competitive algorithm for multi-objective optimization","volume":"48","author":"Bilel","year":"2016","journal-title":"Engineering Optimization"},{"issue":"1","key":"10.3233\/JIFS-211853_ref37","first-page":"4661","article-title":"Imperialist competitive algorithm: an algorithm for optimization inspired by imperialistic competition","volume":"21","author":"Nikmehr","year":"2015","journal-title":"Journal of Renewable & Sustainable Energy"}],"container-title":["Journal of Intelligent & Fuzzy Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JIFS-211853","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T11:38:20Z","timestamp":1742989100000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JIFS-211853"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,28]]},"references-count":37,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.3233\/jifs-211853","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"type":"print","value":"1064-1246"},{"type":"electronic","value":"1875-8967"}],"subject":[],"published":{"date-parts":[[2022,4,28]]}}}