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Author:

Lin, Fei (Lin, Fei.) | Yu, Chunxuan (Yu, Chunxuan.)

Indexed by:

EI Scopus

Abstract:

This paper introduces a method of control for a new type of household central air conditioning system which is designed for a new building mode with multilayer envelope. According to system's characteristics such as multi-variable, large hysteresis and non-linear, this paper establishes suitable system architecture and proposes a control method based on fuzzy neural network. With fuzzy neural network's forward propagation and feedback, the system completes fuzzy reasoning and self-learning process. So it can quickly and accurately analyze the measure data in order to achieve real-time control effects. At last experimental results show that the control method is feasible and has a good dynamic and steady - state performance. © 2013 TCCT, CAA.

Keyword:

Fuzzy inference Fuzzy logic Air conditioning Fuzzy neural networks Backpropagation Real time control

Author Community:

  • [ 1 ] [Lin, Fei]Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Yu, Chunxuan]Beijing University of Technology, Beijing 100124, China

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Source :

ISSN: 1934-1768

Year: 2013

Page: 3510-3514

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

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