Neural Network Control and Optimization

Name: Neural Network Control and Optimization
Brand: VDM Verlag
SKU: 9783639181791
Price: 246.6 PLN
Availability: InStock

for Heating, Ventilating, and Air-Conditioning Systems

Autor: Qing Song

Język:

Oprawa: Miękka

Wydawca: VDM Verlag

Dostępność: Na zamówienie

Wysyłamy za 17-27 dni

246.60 zł

This book presents the development of intelligent control and optimization technologies for Heating,...

Informacje o książce

Autor

Qing Song

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2009

strony

146

EAN

9783639181791

ISBN

3639181794

Enbook ID

06826390

Wydawca

VDM Verlag

Waga

222

Wymiary

152 x 229 x 9

Pełny opis

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.

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Neural Network Control and Optimization

for Heating, Ventilating, and Air-Conditioning Systems

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Pełny opis

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