E. Mojica-Nava, A. Gauthier, N. Rakoto-Ravalontsalama
{"title":"Probing Control for PWL Approximation of Nonlinear Cellular Growth","authors":"E. Mojica-Nava, A. Gauthier, N. Rakoto-Ravalontsalama","doi":"10.1109/CCA.2007.4389220","DOIUrl":null,"url":null,"abstract":"In this paper we develop and improve a piecewise-linear approximations of nonlinear cellular growth using orthonormal canonical piecewise linear functions (Julian et al., 2000), and it is tested by a probing control strategy (Akesson et al.)for the feed rate. The work is with the mammalian cells BHK (baby hamster kidney) in bioreactor in batch, fed-batch and continuous mode operation. Preliminary results show that this piecewise linear approximation is well suited for modeling such nonlinear dynamics.","PeriodicalId":176828,"journal":{"name":"2007 IEEE International Conference on Control Applications","volume":"56 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2007 IEEE International Conference on Control Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CCA.2007.4389220","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
In this paper we develop and improve a piecewise-linear approximations of nonlinear cellular growth using orthonormal canonical piecewise linear functions (Julian et al., 2000), and it is tested by a probing control strategy (Akesson et al.)for the feed rate. The work is with the mammalian cells BHK (baby hamster kidney) in bioreactor in batch, fed-batch and continuous mode operation. Preliminary results show that this piecewise linear approximation is well suited for modeling such nonlinear dynamics.
在本文中,我们开发和改进了非线性细胞生长的分段线性近似,使用标准正交规范分段线性函数(Julian et al., 2000),并通过探测控制策略(Akesson et al.)对进料速率进行了测试。以哺乳动物肾细胞BHK(幼鼠肾)为实验材料,在生物反应器中分批、分批饲养和连续运行。初步结果表明,这种分段线性逼近方法很适合于这种非线性动力学的建模。