| 一座小型建筑空调动态负荷的ANN预测研究 |
| |
| 引用本文： | 张锦松,刘安田,王健.一座小型建筑空调动态负荷的ANN预测研究[J].后勤工程学院学报,2004,20(2):77-81. |
| |
| 作者姓名： | 张锦松 刘安田 王健 |
| |
| 作者单位： | 海军北海舰队,工程处,青岛,266012;后勤工程学院,军事建筑与环境工程系,重庆,400016 |
| |
| 摘 要： | 人工神经网络(Artificial Neural Network,简称ANN)是一种崭新非线性建模和预测方法,具有良好的非线性品质和极高的拟合精度。在前人研究的基础上,针对一座小型建筑物建立了其空调动态负荷预测的BP模型。为克服常规BP训练算法的缺陷,提出了一种改进的遗传搜索算法,结果证明是一种高效实用的算法。
|
| 关 键 词： | 人工神经网络 空调动态负荷预测 BP模型 遗传算法 |
| 文章编号： | 1672-7843(2004)02-0077-05 |
| 修稿时间： | 2003年10月30 |
Research about ANN Prediction of HVAC Dynamic Load of A Small Building |
| |
| ZhANG Jin - song,LIU An - tian,WANG Jian.Research about ANN Prediction of HVAC Dynamic Load of A Small Building[J].Journal of Logistical Engineering University,2004,20(2):77-81. |
| |
| Authors: | ZhANG Jin - song LIU An - tian WANG Jian |
| |
| Abstract: | 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. |
| |
| Keywords: | artificial neural network prediction of hvac dynamic load bp model genetic algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
