| 最小二乘支持向量机在空调温控系统中的应用 |
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| 引用本文： | 黄琴,陈虹,靳召东. 最小二乘支持向量机在空调温控系统中的应用[J]. 机械研究与应用, 2011, 0(5): 124-126 |
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| 作者姓名： | 黄琴 陈虹 靳召东 |
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| 作者单位： | 扬州高等职业技术学校;扬州大学;江苏电信实业侨宁置业有限公司; |
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| 摘 要： | 温度控制系统是空调控制系统的核心,传统的温控系统采用PID调节和普通模糊控制。利用最小二乘支持向量机（Least Squares SVM,LS-SVM）理论,建立模糊控制器,通过与一般模糊控制仿真实验结果进行比较,验证了其在温控系统的有效性。
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| 关 键 词： | 温度控制系统 最小二乘支持向量机 模糊控制 |
Application of least squares support vector machines in air conditioning temperature control system |
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| Huang Qin,Chen Hong,Jin Zhao-dong. Application of least squares support vector machines in air conditioning temperature control system[J]. Mechanical Research & Application, 2011, 0(5): 124-126 |
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| Authors: | Huang Qin Chen Hong Jin Zhao-dong |
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| Affiliation: | Huang Qin1,Chen Hong2,Jin Zhao-dong3(1.Yangzhou professional technology school,Yangzhou Jiangsu 225000,China,2.Yangzhou university,3.Qiaoning business company of Jiangsu telecom industry corporation,Nanjing Jiangsu 210001,China) |
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| Abstract: | Temperature control system is the core of air conditioning control system,which uses the PID and Fuzzy controller in tradition.The fuzzy controller is established based on the theory of least squares support vector machines.The analysis of the experimental results proved that the LS-SVM fuzzy controller could achieve more effective than that PID and Fuzzy controller. |
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| Keywords: | temperature control system least squares support vector machines fuzzy controller |
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