| 基于遗传算法的模糊智能变频空调仿真系统的研究 |
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| 引用本文： | 郭旭红,芮延年,李军涛.基于遗传算法的模糊智能变频空调仿真系统的研究[J].系统仿真学报,2005,17(5):1237-1240,1243. |
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| 作者姓名： | 郭旭红 芮延年 李军涛 |
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| 作者单位： | 苏州大学机电工程学院,江苏苏州,215021 |
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| 摘 要： | 利用Matlab软件对基于遗传算法模糊智能空调系统进行了仿真设计。设计了模糊子系统和遗传算法子系统的仿真系统，以舒适度为目标函数，利用遗传算法对模糊智能变频空调的控制规则及隶属度函数进行了仿真寻优。并利用寻优获得的隶属函数和控制规则与PID算法、常规模糊控制算法控制同一被控对象的响应结果进行了对比分析。
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| 关 键 词： | 变频空调 遗传算法 模糊控制 计算机仿真 |
| 文章编号： | 1004-731X(2005)05-1237-04 |
Research on the Simulation System of Fuzzy Intelligence Inverter Air-Conditioner Based on Genetic Algorithm |
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| GUO Xu-hong,RUI Yan-nian,LI Jun-Tao.Research on the Simulation System of Fuzzy Intelligence Inverter Air-Conditioner Based on Genetic Algorithm[J].Journal of System Simulation,2005,17(5):1237-1240,1243. |
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| Authors: | GUO Xu-hong RUI Yan-nian LI Jun-Tao |
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| Abstract: | Simulation system design of fuzzy intelligent inverter air-conditioner has been carried out with Matlab. And also, we have designed fuzzy sub-system and GA (Genetic Algorithm) sub system as well. Aiming at comfort of human, optimization of control rules and membership function has been done based on GA. At last, control performance of optimized control rule and membership function are compared with that of PID and traditional fuzzy control system. |
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| Keywords: | inverter air-conditioner genetic algorithm fuzzy control computer simulation |
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