Robust neural network controller for variable airflow volume system

• 主要作者: Syed Mahmud Husain.
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Theses and Dissertations
• 出版: 2008
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering
• 在線閱讀: http://hdl.handle.net/10356/3323
• 機構: Nanyang Technological University

In this dissertation work, we concentrate on the analysis of a neural network (NN) tracking controller for the Variable Airflow Volume (VAV) system. A robust weight-tuning algorithm is proposed to train the multi-layered NN with a dead zone scheme. This scheme assures the convergence of the NN track...