{"title":"使用多元回归模型更好地预测生物过程的巧妙装置:葡萄糖异构酶生产的案例研究","authors":"Siriluk Teeradakorn , Michimasa Kishimoto , Pairoh Pinphanichakarn , Toshiomi Yoshida","doi":"10.1016/S0922-338X(98)80049-4","DOIUrl":null,"url":null,"abstract":"<div><p>An ingenious device in the use of a multiple regression analysis model for better prediction of state variable changes in bio-processes is proposed. A correction factor was introduced in the regression equations for the estimation of specific rate parameters taking into account the data distribution resulting in the improvement of the prediction of glucose isomerase production by a <em>Streptomyces</em> fusant during a batch cultivation with periodical monitoring.</p></div>","PeriodicalId":15696,"journal":{"name":"Journal of Fermentation and Bioengineering","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"1998-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/S0922-338X(98)80049-4","citationCount":"0","resultStr":"{\"title\":\"An ingenious device for better prediction of bio-processes using a multiple regression model: A case study on glucose isomerase production\",\"authors\":\"Siriluk Teeradakorn , Michimasa Kishimoto , Pairoh Pinphanichakarn , Toshiomi Yoshida\",\"doi\":\"10.1016/S0922-338X(98)80049-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>An ingenious device in the use of a multiple regression analysis model for better prediction of state variable changes in bio-processes is proposed. A correction factor was introduced in the regression equations for the estimation of specific rate parameters taking into account the data distribution resulting in the improvement of the prediction of glucose isomerase production by a <em>Streptomyces</em> fusant during a batch cultivation with periodical monitoring.</p></div>\",\"PeriodicalId\":15696,\"journal\":{\"name\":\"Journal of Fermentation and Bioengineering\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1998-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1016/S0922-338X(98)80049-4\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Fermentation and Bioengineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0922338X98800494\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Fermentation and Bioengineering","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0922338X98800494","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An ingenious device for better prediction of bio-processes using a multiple regression model: A case study on glucose isomerase production
An ingenious device in the use of a multiple regression analysis model for better prediction of state variable changes in bio-processes is proposed. A correction factor was introduced in the regression equations for the estimation of specific rate parameters taking into account the data distribution resulting in the improvement of the prediction of glucose isomerase production by a Streptomyces fusant during a batch cultivation with periodical monitoring.
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