María Eugenia Lanigan Gutiérrez, C. Fernández, L. Rodríguez, M. Noriega, Nadia Pantano, G. Scaglia
{"title":"木糖醇生产发酵过程的动态优化","authors":"María Eugenia Lanigan Gutiérrez, C. Fernández, L. Rodríguez, M. Noriega, Nadia Pantano, G. Scaglia","doi":"10.1109/ARGENCON55245.2022.9939860","DOIUrl":null,"url":null,"abstract":"The following work shows a methodology for the optimization of a fed-batch fermentation process to maximize xylitol production. The bioreactor is fed with two substrates (different streams): xylose and glucose. A technique based on the Fourier series and orthonormal polynomials is proposed for the parameterization of the control actions, and evolutionary algorithms for the optimization of the parameters involved. One of the most obvious advantages of this proposal is that smooth profiles are obtained (continuous and differentiable), using a minimum number of parameters and reaching an increase in the final product concentration of 2.9%.","PeriodicalId":318846,"journal":{"name":"2022 IEEE Biennial Congress of Argentina (ARGENCON)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimización Dinámica del Proceso de Fermentación para la Producción de Xilitol\",\"authors\":\"María Eugenia Lanigan Gutiérrez, C. Fernández, L. Rodríguez, M. Noriega, Nadia Pantano, G. Scaglia\",\"doi\":\"10.1109/ARGENCON55245.2022.9939860\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The following work shows a methodology for the optimization of a fed-batch fermentation process to maximize xylitol production. The bioreactor is fed with two substrates (different streams): xylose and glucose. A technique based on the Fourier series and orthonormal polynomials is proposed for the parameterization of the control actions, and evolutionary algorithms for the optimization of the parameters involved. One of the most obvious advantages of this proposal is that smooth profiles are obtained (continuous and differentiable), using a minimum number of parameters and reaching an increase in the final product concentration of 2.9%.\",\"PeriodicalId\":318846,\"journal\":{\"name\":\"2022 IEEE Biennial Congress of Argentina (ARGENCON)\",\"volume\":\"10 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-09-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE Biennial Congress of Argentina (ARGENCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ARGENCON55245.2022.9939860\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE Biennial Congress of Argentina (ARGENCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ARGENCON55245.2022.9939860","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Optimización Dinámica del Proceso de Fermentación para la Producción de Xilitol
The following work shows a methodology for the optimization of a fed-batch fermentation process to maximize xylitol production. The bioreactor is fed with two substrates (different streams): xylose and glucose. A technique based on the Fourier series and orthonormal polynomials is proposed for the parameterization of the control actions, and evolutionary algorithms for the optimization of the parameters involved. One of the most obvious advantages of this proposal is that smooth profiles are obtained (continuous and differentiable), using a minimum number of parameters and reaching an increase in the final product concentration of 2.9%.