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《Journal of Logistical Engineering University》 2004-02
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Research about ANN Prediction of HVAC Dynamic Load of A Small Building

ZhANG Jin - song, LIU An - tian, WANG Jian(The Beihai Fleet Eng. Dept. of the Navy, Qingdao 266012,China;Dept. of Architectural & Environmental Eng. , LEU , Chongqing 400041 ,China)  
The artificial neural network (ANN) is a king of new non - linear modeling and method of predicting, which have a good non - linear quality and extremely high precision of fitting. On the basis of what forefathers have studied, the paper sets up a BP model of prediction of a small building's heating ventilation air conditioning (HVAC) dynamic load. In order to overcome such defect as the general BP algorithm, a kind of improving genetic algorithm is put forward. Experiments have proved that the algorithm is an effective and useful algorithm.
【CateGory Index】: TU831
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