Title :
Application Research of Cooling Load of Bus Air Conditioning Based on BP Neutral Network
Author :
Zheng, Huifan ; Zhu, Caixia
Author_Institution :
Dept. of Energy & Environ. Eng., Zhongyuan Inst. of Technol., Zhengzhou
Abstract :
Introduces the development and application research of load about air- conditioning based on BP neutral network. Connects some theory about BP neutral network and characters about bus air conditioning, and develops BP neutral networks for cooling load calculation of bus air conditioning. The results show the cooling load decrease 22.8 percent compare with steady calculation method. The BP neutral network is an effective cooling load calculation method, and the research can provide some theoretical evidence for optimizing holistic design about bus air conditioning.
Keywords :
air conditioning; backpropagation; cooling; neurocontrollers; road vehicles; BP neutral network; bus air conditioning; cooling load calculation; holistic design; Air conditioning; Buildings; Cooling; Energy management; Environmental management; Ice; Information technology; Load modeling; Power engineering and energy; Seminars;
Conference_Titel :
Future Information Technology and Management Engineering, 2008. FITME '08. International Seminar on
Conference_Location :
Leicestershire, United Kingdom
Print_ISBN :
978-0-7695-3480-0
DOI :
10.1109/FITME.2008.74
