石磊,王锦,王智伟,等.预测参数的选择与建筑物逐时冷负荷的预测[J].西安科技学院学报,2003,23(1):26-29.SHI Lei,WANG Jin,WANG Zhi-wei,et al.Selection ofprediction parameters and prediction of hourly cooling loadof building[J].Journal of Xi'an University of Science andTechnology,2003,23(1):26-29.(in Chinese)
[2]
李海军,何大四.泛化能力改善的神经网络方法在空调负荷预测中的应用[J].建筑科学,2009,25(6):90-94.LI Hai-jun,HE Da-si.Application of artificial neuralnetwork model to improve the generalization ability in airconditioning load prediction[J].Building Science,2009,25(6):90-94.(in Chinese)
[3]
KWOK S K,LEE W M.A study of the importance ofoccupancy to building cooling load in prediction byintelligent approach[J].Energy Conversion andManagement,2011,52(7):2555-2564.
[4]
吴杰.冰蓄冷空调系统负荷预测模型和系统优化控制研究[D].杭州:浙江大学机械与能源工程学院,2002.WU Jie.Study on load prediction model and optimalcontrol of icestorage system[D].Hangzhou:Institute ofRefrigeration and Cryogenic Engineer,ZhejiangUniversity,2002.(in Chinese)
[5]
张小芬,吴伟,张颖,等.卷烟厂空调系统提高冷冻水供水温度的实验测试[J].设备与仪器,2012(7):24-28.ZHANG Xiao-fen,WU Wei,ZHANG Ying,et al.Test onraising temperature of chilled water supply in airconditioning system of cigarette factory[J].Equipment&Apparatus,2012(7):24-28.(in Chinese)
[6]
殷帅,丁云飞,廖云丹.热湿地区办公建筑空调冷冻水变温调节分析[J].制冷与空调,2012,26(1):75-79.YIN Shuai,DING Yun-fei,LIAO Yun-dan.Analysis ofvariable chilled water temperature adjustment in the officebuilding in hot-humid area[J].Refrigeration and AirConditioning,2012,26(1):75-79.(in Chinese)
BEN-NAKHI A E,MAHMOUD M A.Cooling loadprediction for buildings using generalregression neuralnetworks[J].Energy Conversion and Management,2004,45(13/14):2127-2141.
[9]
SPECHT D F.The general regression neural network-rediscovered[J].Neural Networks,1993,6(7):1033-1034.
[10]
KAWASHIMA M,DORGAN C E,MITCHELL J W.Hourly thermal load prediction for the next 24 hours byARIMA,EWMA,LR,and a neural network[J].ASHARE Transactions,1995,101(1):186-200.
[11]
何大四,张旭,刘加平.常用空调负荷预测方法分析比较[J].西安建筑科技大学学报:自然科学版,2006,38(1):125-129.HE Da-si,ZHANG Xu,LIU Jia-ping.Comparativeanalysis of air conditioning load prediction methods[J].Journal of Xi'an University of Architecture and Technology:Natural Science,2006,38(1):125-129.(in Chinese)
[12]
郑慧凡,白静,李安桂.BP神经网络在建筑物空调负荷预测中的应用评述[J].计算机应用与软件,2007,24(6):103-105.ZHENG Hui-fan,BAI Jing,LI An-gui.Application reviewof BP neutral network for prediction of cooling load in airconditioning for buildings[J].Computer Applications andSoftware,2007,24(6):103-105.(in Chinese)
[13]
LI Q,MENG Q L,CAI J J,et al.Predicting hourlycooling load in the building:a comparison of support vectormachine and different artificial neural networks[J].Energy Conversion and Management,2009,50(1):90-96.