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Author:

Zhang, Yating (Zhang, Yating.) | Jiang, Weichang (Jiang, Weichang.) | Wang, Ruihua (Wang, Ruihua.)

Indexed by:

CPCI-S

Abstract:

As a new technology of renewable energy, ground-coupled heat pump system has been rising in our country in recently years. However because of the nonlinear and high degree of coupling, it is not clear to find out the relationship between control variables and total energy consumption of the system. This paper proposes a modeling way for ground-coupled heat pump system that uses artificial neural network, it builds the relationship between control variables and total energy consumption of the system directly. Through the comparison we can find a better way for building the Ground-coupled heat pump System.

Keyword:

RBF neural network LM algorithm ground-coupled heat pump system BP neural network

Author Community:

  • [ 1 ] [Zhang, Yating]Beijing Univ Technol, Coll Elctron & Control Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Jiang, Weichang]Beijing Univ Technol, Coll Elctron & Control Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Wang, Ruihua]Beijing Univ Technol, Coll Elctron & Control Engn, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Zhang, Yating]Beijing Univ Technol, Coll Elctron & Control Engn, Beijing 100124, Peoples R China

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Source :

26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC)

ISSN: 1948-9439

Year: 2014

Page: 2320-2323

Language: English

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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