Soft-sensing and Decoupling Control in Microbial Fermentation Process

Xianglin Zhu (u. a.)

ISBN 10: 6200095183 / ISBN 13: 9786200095183

Verlag: LAP LAMBERT Academic Publishing, 2019

Soft-sensing and Decoupling Control in Microbial Fermentation Process | Xianglin Zhu (u. a.) | Taschenbuch | 176 S. | Englisch | 2019 | LAP LAMBERT Academic Publishing | EAN 9786200095183 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Bestandsnummer des Verkäufers 116812135

Inhaltsangabe:

The soft-sensing and optimal control of microbial fermentation process has become an important research content in the biotechnology field. It is of great significance to improve the level of equipment automation, promote the innovation of biotechnology technology, improve production efficiency and economic efficiency.In this book, the inverse soft sensing model of fermentation process is constructed by combining inverse system method and least square support vector machine theory(LS-SVM), LS-SVM is used to approximate the nonlinear function which is difficult to express explicitly in the inverse soft-sensing model, and the support is established. Secondly, in order to realize decoupling and optimal control of multivariable nonlinear systems, the inverse control method of LS-SVM is proposed, and the inverse system method is combined with IMC. A new method of internal model control for inverse system based on LS-SVM is proposed, which improves the robustness and anti-jamming ability of the inverse control method. Furthermore, the theoretical results are applied to the development of engineering software, and good results are obtained.

Über die Autorin bzw. den Autor: Xianglin Zhu,professor of Jiangsu University, is mainly engaged in microbial fermentation intelligent detection and control technology .He has presided over or participated in six projects at the national, provincial and ministerial levels ,and won seven national and provincial awards, published more than 40 scientific research papers.

Bibliografische Details

Titel: Soft-sensing and Decoupling Control in ...
Verlag: LAP LAMBERT Academic Publishing
Erscheinungsdatum: 2019
Einband: Taschenbuch
Zustand: Neu