A methodology of estimating hybrid black-box - prior knowledge models of an industrial processes

被引：0

作者：

Stachura, Marcin ^{[1
]}

Janiszowski, Krzysztof ^{[1
]}

机构：

[1] Warsaw Univ Technol, Fac Mechatron, Warsaw, Poland

来源：

2011 16TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS | 2011年

关键词：

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 paper presents a combined prior knowledge - black-box approach to modeling of the dynamic systems. Proposed methodology assumes two basic steps: first an optimization of a physical model, using Particle Swarm Optimization algorithm is performed. Next, a black-box model is estimated so as to reduce the remaining error of the physical model. Proposed methodology was presented on the example of improving the accuracy of a pneumatic actuator physical model.

引用

页码：11 / 15

页数：5

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