{"title":"Applying the Nonparametric Approach to Build Process Control Charts","authors":"Marina Zhuravlyova","doi":"10.1109/SUMMA48161.2019.8947547","DOIUrl":null,"url":null,"abstract":"The procedure for constructing quality control charts based on a nonparametric test is considered. Control charts based on mean, Wilcoxon-Mann-Whitney test, Ansari-Bradley test, standard deviation for real data were built. Comparison of nonparametric control charts with parametric ones made it possible to draw a conclusion about the possibility and effectiveness of using nonparametric control charts on practice.","PeriodicalId":163496,"journal":{"name":"2019 1st International Conference on Control Systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 1st International Conference on Control Systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SUMMA48161.2019.8947547","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The procedure for constructing quality control charts based on a nonparametric test is considered. Control charts based on mean, Wilcoxon-Mann-Whitney test, Ansari-Bradley test, standard deviation for real data were built. Comparison of nonparametric control charts with parametric ones made it possible to draw a conclusion about the possibility and effectiveness of using nonparametric control charts on practice.
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