New Parameter Identification Method for the Fractional Order, State Space Model of Heat Transfer Process

被引：3
|
作者：
Oprzedkiewicz, Krzysztof [1 ]
Dziedzic, Klaudia [1 ]
机构：
[1] AGH Univ Sci & Technol, Al Mickiewicza 30, PL-30059 Krakow, Poland
来源：
AUTOMATION 2018: ADVANCES IN AUTOMATION, ROBOTICS AND MEASUREMENT TECHNIQUES | 2018年 / 743卷
关键词：
Fractional order systems; Heat transfer; PSO algorithm; Simplex algorithm; Identification; APPROXIMATION; SIMULATION; SYSTEMS;
D O I：
10.1007/978-3-319-77179-3_38
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In the paper parameter identification problem for model of heat transfer process is considered. The system under consideration is described by fractional order, state equation using Caputo operator. The parameters of the model are identified via optimization of the MSE cost function, describing the difference between step responses of real experimental plant and tested model. The proposed by authors optimization method consists in associating PSO and simplex algorithms. Results of numerical tests point that the proposed method assures good accuracy with short duration of calculations.
引用
收藏
页码：401 / 417
页数：17
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