基于SVM和MPC的数字蚯蚓生物反应器温度及相对湿度动态预测控制

doi:10.3969/j.issn.2095-2341.2014.01.10

生物技术进展 ›› 2014, Vol. 4 ›› Issue (1): 49-53.DOI: 10.3969/j.issn.2095-2341.2014.01.10

基于SVM和MPC的数字蚯蚓生物反应器温度及相对湿度动态预测控制

蔡永铭,谷凌雁

广东药学院医药信息工程学院, 广州 510006

收稿日期:2013-09-18 出版日期:2014-01-25 发布日期:2013-11-18
作者简介:蔡永铭，副教授，博士，主要从事医学信息学研究。Tel: 020-39352560; E-mail: bruce_cai@163.com
基金资助:
广东省科技计划基金项目(2012B031000018)资助。

Temperature and Humidity Control System of Digital Treatment Earthworm Bioreactor based on SVM and MPC

CAI Yong-ming, GU Ling-yan

College of Medical Information Engineering, Guangdong Pharmaceutical University, Guangzhou 510006, China

Received:2013-09-18 Online:2014-01-25 Published:2013-11-18

摘要/Abstract

摘要： 为实现自动控制蚯蚓生物处理反应器处理城市污泥过程中温度和相对湿度，采用SVM(support vector machine)技术结合MPC(model predictive control)模型控制技术建立自动控制模型，准确调节蚯蚓反应器内强耦合的温度和相对湿度，在预定时间有效地控制实际温度和相对湿度达到预设目标。

关键词: 蚯蚓生物反应器, 支持向量机, MPC控制

Abstract: In order to auto control temperature and humidity of the earthworm biological treatment of municipal sludge treatment reactor. By using of SVM (support vector machine) and MPC (model predictive control) technology, an automatic control model was constructed. The temperature and relative humidity of the earthworm biological reactor could be controlled accurately according to the set point. The method can be used to control the temperature and relative humidity of the reactor.

Key words: earthworms bioreactor, support vector regression, model predictive control

蔡永铭,谷凌雁. 基于SVM和MPC的数字蚯蚓生物反应器温度及相对湿度动态预测控制[J]. 生物技术进展, 2014, 4(1): 49-53.

CAI Yong-ming, GU Ling-yan. Temperature and Humidity Control System of Digital Treatment Earthworm Bioreactor based on SVM and MPC[J]. Curr. Biotech., 2014, 4(1): 49-53.

基于SVM和MPC的数字蚯蚓生物反应器温度及相对湿度动态预测控制

Temperature and Humidity Control System of Digital Treatment Earthworm Bioreactor based on SVM and MPC

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