| Research on Load Prediction Model of Air Condition System Based on Elman Neural Network |
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| 作者姓名： | YANG Ji WU Xiang sheng WANG Ning ZHANG Ming qi |
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| 摘 要： | The load of air condition system is influenced by many factors, and they are variable and nonlinear, The relation between them is dynamic,It is impossible to forecaste the load of air condition syestem accurately by traditional method. But Recurrent Neural Network is able to reflect the dynamic lively and directly. Elman is one of the typical RNN. Based on the analysis as above, prediction model of air-condition system based on Elman neural network is established, and some prediction is done. The prediction accuracy of Elman neural network and BP neural network is compared, and the experiments show that the Elman neural network is efficiency and accuracy , so Elman neural network is a new and reliable method for predicting the load of air-condition system.
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| 关 键 词： | load prediction neural network Elman air condition |
Research on Load Prediction Model of Air Condition System Based on Elman Neural Network |
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| YANG Ji,WU Xiang sheng,WANG Ning,ZHANG Ming qi.Research on Load Prediction Model of Air Condition System Based on Elman Neural Network[J].Storage & Process,2002(8):25. |
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| Authors: | YANG Ji WU Xiang sheng WANG Ning ZHANG Ming qi |
| |
| Abstract: | The load of air condition system is influenced by many factors, and they are variable and nonlinear, The relation between them is dynamic,It is impossible to forecaste the load of air condition syestem accurately by traditional method. But Recurrent Neural Network is able to reflect the dynamic lively and directly. Elman is one of the typical RNN. Based on the analysis as above, prediction model of air-condition system based on Elman neural network is established, and some prediction is done. The prediction accuracy of Elman neural network and BP neural network is compared, and the experiments show that the Elman neural network is efficiency and accuracy , so Elman neural network is a new and reliable method for predicting the load of air-condition system. |
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| Keywords: | load prediction neural network Elman air condition |
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