Modeling of a Greenhouse using Particle Swarm Optimization

被引：0
|
作者：
Cruz-Valeriano, E. [1 ]
Begovich, O. [1 ]
Ruiz-Leon, J. [1 ]
机构：
[1] CINVESTAV IPN, Unidad Guadalajara, Guadalajara, Jalisco, Mexico
来源：
2013 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTING SCIENCE AND AUTOMATIC CONTROL (CCE) | 2013年
关键词：
Particle Swarm Optimization; Greenhouse model; Parameter estimation; CLIMATE;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The Particle Swarm Optimization (PSO) algorithm is applied in this work to identify some parameters of a greenhouse model whose values are difficult to obtain. The model is described as functions of the outside climate and actuators actions without control. The parameters of the model are obtained applying PSO to minimize a proposed error function. The obtained model is validated using real data from a greenhouse prototype. Validation shows a good agreement with the dynamic behavior of the inside air temperature and relative humidity, which are the main variables of interest.
引用
收藏
页码：268 / 273
页数：6
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