| 基于粒子群优化的船舶PID自动舵的改进 |
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| 引用本文： | 刘宏达,李殿璞,马忠丽.基于粒子群优化的船舶PID自动舵的改进[J].东南大学学报(自然科学版),2006(Z1). |
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| 作者姓名： | 刘宏达 李殿璞 马忠丽 |
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| 作者单位： | [1]哈尔滨工程大学自动化学院 [2]哈尔滨 |
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| 摘 要： | 受生物免疫反馈过程的启发,利用模糊逻辑的适应性,提出一种模糊免疫PID控制策略,并以此对传统的PID型航向自动舵进行改进.用一种模糊控制器来模拟免疫系统中的反馈机理,以航行的经济性为目标,采用线性递减权值策略的全局PSO算法,对控制器进行参数优化.并对比2种采用免疫PID控制器的系统组成方案,指明适用于船舶航向控制的控制系统形式.实验仿真结果表明:该控制器能很好地根据船舶动态特性的变化,自动地进行适应性免疫调节,具有跟踪速度快、航向控制超调小以及抗扰性强等优点.
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| 关 键 词： | 粒子群优化 免疫机理 船舶自动舵 控制系统形式 |
Improvement of ship PID autopilot based on particle swarm optimization |
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| Liu Hongda Li Dianpu Ma Zhongli.Improvement of ship PID autopilot based on particle swarm optimization[J].Journal of Southeast University(Natural Science Edition),2006(Z1). |
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| Authors: | Liu Hongda Li Dianpu Ma Zhongli |
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| Abstract: | Enlightened by biology immune feedback process and by using the adaptation of fuzzy logical discursion a kind of fuzzy immune PID(proportional integral derivative) control decision is presented,which is then used to rebuild the traditional PID shipping autopilot.A fuzzy logical controller is used to simulate feedback mechanism of immune system.Taking economic ship course as optimization objective,controller parameters are optimized by global particle swarm optimization based on decreasing inertia weigh strategy.After comparing two different systems with immune PID controller,a kind of system that fits the ship course control is showed.Simulation results show that the controller designed has adaptive adjusting ability under changing of ship dynamic trait. It has quick track speed,small shipping overflow and strong anti-jamming ability. |
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| Keywords: | particle swarm optimization immune mechanism ship autopilot control system form |
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