| 基于BP神经网络的空调热水一体机除霜控制器模型的研究 |
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| 引用本文： | 江乐新,余星,王从权,黎恢山.基于BP神经网络的空调热水一体机除霜控制器模型的研究[J].制冷与空调(北京),2011(4):32-35. |
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| 作者姓名： | 江乐新 余星 王从权 黎恢山 |
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| 作者单位： | [1]中南大学 [2]湖南亿利达实业有限公司 |
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| 摘 要： | 针对空调热水一体机空气侧换热器除霜的问题，提出一种新的基于BP神经网络的控制方法，建立除霜控制器模型。以网络的泛化能力作为衡量建模效果的标准，其计算结果表明网络的预测效果与训练效果吻合较好，该控制方法是切实可行的，为设计空调热水一体机的除霜控制方案提供参考。
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| 关 键 词： | 空调热水一体机 BP神经网络 除霜 |
Research on defrost control model for air-conditioning hot water machine based on back-propagation neural network |
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| Jiang Lexin Yu Xing Wang Congquan Li Huishan.Research on defrost control model for air-conditioning hot water machine based on back-propagation neural network[J].Refrigeration and Air-conditioning,2011(4):32-35. |
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| Authors: | Jiang Lexin Yu Xing Wang Congquan Li Huishan |
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| Affiliation: | Jiang Lexin Yu Xing Wang Congquan Li Huishan(Central South University) 2) (Hunan Ilida Industry Limited Company) |
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| Abstract: | Puts forward a new kind of control method based on BP neural network and establishes the control model aiming at the problem of defrost on airside heat exchanger for air-conditioning hot water machine. Using the generalization ability of the network to judge if the model can be safely used. The calculation results show that the prediction effect and the training result fit well and the control method is feasible. Provides reference for designing defrost control scheme of air-conditioning hot water machine. |
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| Keywords: | air-conditioning hot water machine BP neural network defrost |
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