| 人工神经网络应用于空调系统故障诊断的研究 |
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| 引用本文： | 李中领,金宁,朱岩.人工神经网络应用于空调系统故障诊断的研究[J].制冷与空调(北京),2005,5(1):50-53. |
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| 作者姓名： | 李中领 金宁 朱岩 |
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| 作者单位： | [1]上海理工大学城建学院 [2]河北工业大学能环学院 |
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| 摘 要： | 本文首先介绍了人工神经网络的基本原理,然后详细介绍了反向传播算法(BP),最后研究BP算法在空调系统故障诊断方面的应用.
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| 关 键 词： | 人工神经网络 反向传播算法 故障诊断 空调系统 |
THE STUDY ON APPLICATION OF ANN IN FAULT DIAGNOSIS OF AIR- CONDITIONING SYSTEM |
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| LI Zhongling,JIN Ning,ZHU Yan.THE STUDY ON APPLICATION OF ANN IN FAULT DIAGNOSIS OF AIR- CONDITIONING SYSTEM[J].Refrigeration and Air-conditioning,2005,5(1):50-53. |
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| Authors: | LI Zhongling JIN Ning ZHU Yan |
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| Affiliation: | LI Zhongling JIN Ning ZHU Yan |
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| Abstract: | The basic principle of the artificial neural network(ANN) is introduced firstly.Then the back propagation(BP) algorithm of neural network,basic structure of BP network and learning algorithm are described in detail.Finally the application of BP algorithm in fault diagnosis of the air-conditioning system is researched. |
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| Keywords: | ANN BP Fault diagnosis Air-conditioning system |
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