| 遗传算法在恒张力控制系统中的应用 |
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| 引用本文： | 胡晓锐,骆艳洁,麦云飞.遗传算法在恒张力控制系统中的应用[J].电子科技,2017,30(4):72. |
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| 作者姓名： | 胡晓锐 骆艳洁 麦云飞 |
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| 作者单位： | (上海理工大学 机械工程学院，上海 200093) |
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| 摘 要： | 文中以锂离子电池卷绕机的隔膜张力系统为研究对象，分析隔膜张力控制系统的力学模型，认为该系统是一个非线性的时变系统。针对卷绕速度的变化引起张力波动的问题，运用遗传算法对PID控制参数进行自动寻优，并在Matlab中对控制系统进行仿真。试验结果表明，控制系统的响应速度提高50%，且未出现超调。
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| 关 键 词： | 张力系统 PID控制 遗传算法 Matlab |
Application of Genetic Algorithm In Constant Tension Control System |
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| HU Xiaorui,LUO Yanjie,MAI Yunfei.Application of Genetic Algorithm In Constant Tension Control System[J].Electronic Science and Technology,2017,30(4):72. |
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| Authors: | HU Xiaorui LUO Yanjie MAI Yunfei |
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| Institution: | (School of Mechanical Engineering，University of Shanghai for Science and Technology, Shanghai 200093, China) |
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| Abstract: | Diaphragm tension system of the lithium-ion battery winder as the research object, analyzed its mechanical model and concluded that the system is a nonlinear time variable system; according to the fluctuating tension of the system caused by the change of the winding speed,using genetic algorithm to automatically complete the optimization of PID controls parameters , and using Matlab to simulate the control systems response.Test results show that the responses speed of the control system increased 50% and without overshoot. |
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| Keywords: | tension system PID control genetic algorithm Matlab |
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