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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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【Citations】
Chinese Journal Full-text Database 2 Hits
1 Shen Shande⑿ Zhu Shouzhen⑿ Luo Jun⒉ Tsinghua University⒙100084⒙ Beijing⒙ China⒕ Chen Houlian⒉ Drexel University⒙ Philadelphia⒙ U S A⒕;APPLICATION OF FAST BACK PROPAGATION NEURAL NETWORKS IN POWER SYSTEM DYNAMIC LOAD MODELING[J];电力系统自动化;1999-19
2 Wu Chunxiang Liu Lin Wang Baoyuan (School of Information Engineering, WTUSM, 129 Luoyu Road, Wuhan, China, 430079);The Study of the Method to Determining the Number of Hidden Units of Three layer BP Neural Networks[J];武汉测绘科技大学学报;1999-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WU Wenyu;FAN Guisheng;College of Hydraulic Science and Engineering,Taiyuan University of Technology;;The Infiltration Parameters of BP Prediction Model After Tillage[J];人民黄河;2018-02
2 YU Jin;FAN Gui-sheng;College of Water Resource Science and Engineering,Taiyuan University of Technology;;BP Prediction Model for Soil Wilting Coefficient Based on Principal Component Analysis[J];节水灌溉;2016-10
3 YU Jin;FAN Guisheng;College of Water Resources Science and Engineering, Taiyuan University of Technology;;BP Prediction Model Tillage of Soil Water Content at Field[J];灌溉排水学报;2016-07
4 AN Chen-fan;DU Zhi-ye;LI Hui-hui;ZHOU Tao-tao;GAN Yan;College of Electrical Engineering,Wuhan University;Central China Grid Company Limited;;Study of 500kV AC transmission line electromagnetic environment evaluation method based on combination empowerment and BP neural network[J];电工电能新技术;2016-03
5 JIANG Pingping;CHENG Jingfan;LI Bing;CAI Qizhou;State Key Laboratory of Material Processing and Die & Mould Technology, Huazhong University of Science and Technology;;End-point Forecasting of EAF Steelmaking by BP Neural Network Based on MATLAB[J];铸造技术;2016-02
6 WU Wen-yu;FAN Gui-sheng;Taiyuan University of Technology Water Conservancy Science and Engineering College;;The BP Forecasting Model Basic on the Soil Water Infiltration Parameters of Kostiakow Three Parameters Model by Freezing Thawing Condition[J];中国农村水利水电;2016-02
7 YE Xuelian;YANG Kongyu;Beijing Information Science & Technology University SIM;;Neural Network Optimization Algorithm in Public Opinion Trends Prediction[J];网络新媒体技术;2016-01
8 SUN Hui-bo;YAN Bao-rui;XIN Chun-ling;HE Ya-dong;College of Mechanical and Electrical Engineering,Beijing University of Chemical Technology;The Engineering Research Center of Polymer Processing Equipment at Ministry of Education;;Prediction of Extrusion Temperature Rise based on BP Neural Network[J];塑料;2014-06
9 ZHANG Xu;LIANG Jun;YUN Zhihao;WANG Hongtao;NIU Rui;SHI Guoping;Key Laboratory of Power System Intelligent Dispatch and Control(Shandong University),Ministry of Education;;Generalized Load Modeling and Its Application Considering Uncertainty of Wind Power Integration[J];电力系统自动化;2014-20
10 OU Wei-xin;XIAO Jin-cheng;LI Wen-hao;College of Land Management, Nanjing Agricultural University;National & Local Joint Engineering Research Center for Rural Land Resources Use and Consolidation;;Spatial Pattern Optimization Simulation of Coastal Wetland Use Based on BP Neural Network and Cellular Automata——A Case of Dafeng Coastal Wetland[J];自然资源学报;2014-05
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 Bao Liwei He Min Shen Ping (Zhejiang University Industrial Automation Research Centre, Hangzhou 310027);ARGUMENT ON THE SHORTCOMING OF BP-MODEL[J];模式识别与人工智能;1995-01
2 Hong Qin He Zhenya (Radio Eng. Dept., Southeast Uni., Nanjing 210018);RECOGNITION OF HANDWRITTEN NUMERALS BY A NEURAL NETWORK[J];模式识别与人工智能;1994-01
3 Lei Ming;Self-Configuring Neural Networks and their Applications[J];计算机科学;1994-01
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