Jing Wei Teoh, Wei Lin Teoh, Michael B.C. Khoo, Giovanni Celano, Zhi Lin Chong
{"title":"Optimal designs of the omnibus SPRT control chart for joint monitoring of process mean and dispersion","authors":"Jing Wei Teoh, Wei Lin Teoh, Michael B.C. Khoo, Giovanni Celano, Zhi Lin Chong","doi":"10.1080/00207543.2023.2254855","DOIUrl":"https://doi.org/10.1080/00207543.2023.2254855","url":null,"abstract":"The vast majority of control schemes related to the sequential probability ratio test (SPRT) are designed for the purpose of monitoring only the process mean. Nonetheless, most manufacturing processes are vulnerable to external factors that cause the process mean and variability to change simultaneously. It is, therefore, crucial to consider a joint scheme for monitoring both the location and scale parameters of a production process. In this article, we develop a scheme that combines both mean and variance information in a single SPRT, known as the omnibus SPRT (OSPRT) chart. Expressions for the run-length properties of the OSPRT chart are derived by means of the Markov chain approach. We also propose optimal designs for the OSPRT chart based on two different metrics, i.e. by minimising the average time to signal and the average extra quadratic loss. Through a comprehensive analysis, this article reveals that the optimal OSPRT chart outperforms the classical X¯-S, weighted-loss cumulative sum, absolute-value SPRT, and two maximum weighted-moving-average-type charts. The optimal OSPRT chart also has the advantage of collecting a small number of samples on average before producing a decision. Finally, the implementation of the OSPRT chart is presented with a wire bonding industrial dataset.","PeriodicalId":14307,"journal":{"name":"International Journal of Production Research","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135981122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
D. Skalli, A. Charkaoui, A. Cherrafi, Alireza Shokri, J. Garza‐Reyes, Jiju Antony
{"title":"Analysis of factors influencing Circular-Lean-Six Sigma 4.0 implementation considering sustainability implications: an exploratory study","authors":"D. Skalli, A. Charkaoui, A. Cherrafi, Alireza Shokri, J. Garza‐Reyes, Jiju Antony","doi":"10.1080/00207543.2023.2251159","DOIUrl":"https://doi.org/10.1080/00207543.2023.2251159","url":null,"abstract":",","PeriodicalId":14307,"journal":{"name":"International Journal of Production Research","volume":" ","pages":""},"PeriodicalIF":9.2,"publicationDate":"2023-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48146009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An improved deep reinforcement learning-based scheduling approach for dynamic task scheduling in cloud manufacturing","authors":"Xiaohan Wang, Lin Zhang, Yongkui Liu, Y. Laili","doi":"10.1080/00207543.2023.2253326","DOIUrl":"https://doi.org/10.1080/00207543.2023.2253326","url":null,"abstract":"","PeriodicalId":14307,"journal":{"name":"International Journal of Production Research","volume":" ","pages":""},"PeriodicalIF":9.2,"publicationDate":"2023-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46829377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kwon Gi Mun, Wenbo Cai, Mark Rodgers, Sungyong Choi
{"title":"A data-driven viable supply network for energy security and economic prosperity","authors":"Kwon Gi Mun, Wenbo Cai, Mark Rodgers, Sungyong Choi","doi":"10.1080/00207543.2023.2254414","DOIUrl":"https://doi.org/10.1080/00207543.2023.2254414","url":null,"abstract":"","PeriodicalId":14307,"journal":{"name":"International Journal of Production Research","volume":" ","pages":""},"PeriodicalIF":9.2,"publicationDate":"2023-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41613182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jiarui Xie, Chonghui Zhang, Manuel Sage, Mutahar Safdar, Y. Zhao
{"title":"A sequential cross-product knowledge accumulation, extraction and transfer framework for machine learning-based production process modelling","authors":"Jiarui Xie, Chonghui Zhang, Manuel Sage, Mutahar Safdar, Y. Zhao","doi":"10.1080/00207543.2023.2254854","DOIUrl":"https://doi.org/10.1080/00207543.2023.2254854","url":null,"abstract":"","PeriodicalId":14307,"journal":{"name":"International Journal of Production Research","volume":" ","pages":""},"PeriodicalIF":9.2,"publicationDate":"2023-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43495349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A new integrated strategy for optimising the maintenance cost of complex systems using reliability importance measures","authors":"M. Rebaiaia, D. Ait-kadi","doi":"10.1080/00207543.2023.2254406","DOIUrl":"https://doi.org/10.1080/00207543.2023.2254406","url":null,"abstract":"","PeriodicalId":14307,"journal":{"name":"International Journal of Production Research","volume":" ","pages":""},"PeriodicalIF":9.2,"publicationDate":"2023-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43077821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Investigating make-or-buy decisions and the impact of learning-by-doing in the semiconductor industry","authors":"Dóra Longauer, Tamás Vasvári, Zsuzsanna Hauck","doi":"10.1080/00207543.2023.2250009","DOIUrl":"https://doi.org/10.1080/00207543.2023.2250009","url":null,"abstract":"","PeriodicalId":14307,"journal":{"name":"International Journal of Production Research","volume":" ","pages":""},"PeriodicalIF":9.2,"publicationDate":"2023-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45465644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Multiobjective analytical evolutionary algorithm for train stowage planning problem of steel industry","authors":"Yun Dong, Xiangling Zhao","doi":"10.1080/00207543.2023.2254405","DOIUrl":"https://doi.org/10.1080/00207543.2023.2254405","url":null,"abstract":"","PeriodicalId":14307,"journal":{"name":"International Journal of Production Research","volume":" ","pages":""},"PeriodicalIF":9.2,"publicationDate":"2023-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47741954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}