Soft - sensing modeling based on ABC - MLSSVM inversion for marine low - temperature alkaline protease MP fermentation process

Soft - sensing modeling based on ABC - MLSSVM inversion for marine low - temperature alkaline protease MP fermentation process

Abstract Background Aiming at the characteristics of nonlinear, multi-parameter, strong coupling and difficulty in direct on-line measurement of key biological parameters of marine low-temperature protease fermentation process, a soft-sensing modeling method based on artificial bee colony (ABC) and...

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Bibliographic Details
Main Authors: Bo Wang, Meifang Yu, Xianglin Zhu, Li Zhu
Format: Article
Language:English
Published: BMC 2020-02-01
Series:BMC Biotechnology
Subjects:
Marine alkaline protease MP
Material balance
Inverse system
Support vector machine
Soft-sensing
Online Access:http://link.springer.com/article/10.1186/s12896-020-0603-x

Internet

http://link.springer.com/article/10.1186/s12896-020-0603-x

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