• DocumentCode
    535001
  • Title

    Development of non-energy-saving fault diagnosis software and hardware integration platform of groundwater source heat system

  • Author

    Wang, Zhiwei ; Shi, Lei ; Zhang, Zhonghe ; Cao, Wei ; Li, Peng

  • Author_Institution
    Sch. of Environ. & Municipal Eng., Xi´´an Univ. of Archit. & Technol., Xi´´an, China
  • Volume
    8
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    3630
  • Lastpage
    3634
  • Abstract
    For a groundwater source heat pump (GWHP) system, how to realize system high efficiency operation is very important issue. On basis of development idea of modular and open energy management, a model of non-energy-saving (NES) fault diagnosis has been presented, the model involves input of basic characteristic data and index characteristic data and output of NES fault factors, the relationship database between input and output can be established by using related special knowledge and experts experiences, the weigh values and threshold values to connect the complex non linear mapping relationship of input and output can be obtained based on artificial neural network back propagation algorithm, then a NES fault diagnosis software of GWHP system operation can be developed. According to the requirements of monitoring data of the software, various sensors and a data acquisition device etc. are selected, finally the hardware system combined with a NES fault diagnosis software can be generated and become a effective part of total energy management information platform.
  • Keywords
    backpropagation; data acquisition; energy management systems; fault diagnosis; groundwater; heat pumps; neural nets; power engineering computing; GWHP system; NES fault diagnosis; NES fault factors; artificial neural network back propagation algorithm; basic characteristic data input; complex nonlinear mapping relationship; data acquisition device; energy management information platform; groundwater source heat pump system; hardware integration platform; index characteristic data; modular energy management; nonenergy-saving fault diagnosis; open energy management; sensors; software integration platform; software monitoring data; Artificial neural networks; Fault diagnosis; Heat pumps; Monitoring; Sensors; Software; Training; artificial neural network; groundwater source heat pump; modular and open structure; non-energy-saving fault diagnosis; software and hardware integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5646351
  • Filename
    5646351