摘要
针对基准仿真1号模型(BSM1)有耗时久、结构复杂、不利于研究和优化等缺点,提出使用多输入多输出最小二乘支持向量机(LSSVM)对污水处理过程进行建模。先介绍BSM1,再在BSM1的基础上建立基于L S S V M的污水处理过程简化模型,最后将B S M 1的仿真结果与基于L S S V M的污水处理模型的仿真结果进行比较,验证得出基于L S S V M的污水处理过程模型运行效率更高。
In view of shortcomings of Benchmark simulation model no.1（BSM1）, such as time consuming, complicated structure and hard to research and optimization, a model based on LSSVM（least squares support vector machine） for sewage treatment process is presented. Introduces BSM1 firstly, then establishes LSSVM-based simplified model of sewage treatment process on BSM1, finally compares the simulation results of BSM1 and LSSVM-based model. It indicates that the LSSVM-based model has higher operation efficiency.
出处
《湖南工业大学学报》
2016年第1期59-63,共5页
Journal of Hunan University of Technology
关键词
最小二乘支持向量机
污水处理过程
基准仿真1号模型
least squares support vector machine
sewage treatment process
benchmark simulation model no.1
