Neural Network Control and Optimization | for Heating, Ventilating, and Air-Conditioning Systems

Qing Song

ISBN 10: 3639181794 / ISBN 13: 9783639181791

Published by VDM Verlag Dr. Müller, 2009

About this Item

Neural Network Control and Optimization | for Heating, Ventilating, and Air-Conditioning Systems | Qing Song | Taschenbuch | Englisch | VDM Verlag Dr. Müller | EAN 9783639181791 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.

Seller Inventory # 101517884

Bibliographic Details

• Title: Neural Network Control and Optimization | for Heating, Ventilating, and Air-Conditioning Systems
• Publisher: VDM Verlag Dr. Müller
• Publication Date: 2009
• Language: English
• ISBN 10: 3639181794
• ISBN 13: 9783639181791
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 8W x 150H x 220D millimeters 8 millimeters width by 150 millimeters height by 220 millimeters depth
• Weight: 209 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

This book presents the development of intelligent control and optimization technologies for Heating, Ventilating, and Air-Conditioning (HVAC) systems. The HVAC industry expects the automation and control systems to perform well through the years without the requirement to re-tune the system. A novel neural network assisted control scheme is proposed. By taking advantage of neural network technology, the deficiency of traditional fixed controller (PID type) can be compensated to certain degree and better performance is achieved in term of set point tracking performance and disturbance rejection ability. Another important contribution of this book is that two robust neural network training algorithms are proposed. The neural network is trained in an online fashion and convergence of the network weights is guaranteed. For a neural network based control system, the stability issue is always the main concern in term of the closed control loop.

About the Author

Qing Song is with the School of Electrical and Electronic Engineering, Nanyang Technological University an associate Professor. He held short visiting research positions at Johns Hopkins University and Tsinghua University, respectively.