Application of LS-SVM control model in circulating fluidized bed electric power generation process

作者：Gao Mingming^*; Liu Jizhen; Li Kaiyang; Zhu Yuwen; Zhou Yong; Mo Hongjun

来源：International Conference on Measurement, Instrumentation and Automation (ICMIA 2012), 2012-09-15 to 2012-09-16.

DOI：10.4028/www.scientific.net/AMM.241-244.1105

• circulating fluidized bed
• least square support vector machine
• electric power generation process
• dynamic method

The model of circulating fluidized bed (CFB) electric power generation process based on dynamic method which needs a lot of parameters, but these parameters are usually not easy to get. A model method based on least square support vector machine (LS-SVM) which directly uses the experimental data is presented to overcome the weakness of mechanism model, and the system structure and algorithm are given. Compared with the experimental data, the simulation results show that this method has good performance and can provide control and optimization reference to the CFB electric power generation.

• 出版日期2013
• 单位华北电力大学; 华北电力大学（保定）