{"title":"将Matlab线性回归函数封装为web服务","authors":"Xiangyu Li","doi":"10.1109/ICNDS.2010.5479399","DOIUrl":null,"url":null,"abstract":"for implementing the online linear regression for the chemical product development process, based on web service technology, a linear regression service is proposed by encapsulating the linear regression function in Matlab. The service can get real-time data from winCC control platform and execute linear regression to get a regression function, and the GAMS will use the regression function to create online optimization model. The practicability and validity of the linear regression service is verified through the application in the product development process on Micro-Plant.","PeriodicalId":403283,"journal":{"name":"2010 International Conference on Networking and Digital Society","volume":"198 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Encapsulating Matlab linear regression function as web service\",\"authors\":\"Xiangyu Li\",\"doi\":\"10.1109/ICNDS.2010.5479399\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"for implementing the online linear regression for the chemical product development process, based on web service technology, a linear regression service is proposed by encapsulating the linear regression function in Matlab. The service can get real-time data from winCC control platform and execute linear regression to get a regression function, and the GAMS will use the regression function to create online optimization model. The practicability and validity of the linear regression service is verified through the application in the product development process on Micro-Plant.\",\"PeriodicalId\":403283,\"journal\":{\"name\":\"2010 International Conference on Networking and Digital Society\",\"volume\":\"198 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-05-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 International Conference on Networking and Digital Society\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICNDS.2010.5479399\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 International Conference on Networking and Digital Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNDS.2010.5479399","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Encapsulating Matlab linear regression function as web service
for implementing the online linear regression for the chemical product development process, based on web service technology, a linear regression service is proposed by encapsulating the linear regression function in Matlab. The service can get real-time data from winCC control platform and execute linear regression to get a regression function, and the GAMS will use the regression function to create online optimization model. The practicability and validity of the linear regression service is verified through the application in the product development process on Micro-Plant.
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