首页> 外文会议>Evolutionary Computation (CEC), 2012 IEEE Congress on >Design of Fractional Order Controller for a servohydraulic positioning system with micro Artificial Bee Colony algorithm
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Design of Fractional Order Controller for a servohydraulic positioning system with micro Artificial Bee Colony algorithm

机译:基于微人工蜂群算法的伺服液压定位系统分数阶控制器设计

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This paper deals with an interesting application of designing a Fractional Order Controller for a Servo hydraulic positioning system, to compensate the negative effects of fluid leakage across a faulty actuator piston seal. A novel micro artificial bee colony algorithm (μABC) has been proposed for designing this Fractional order Controller based on minimizing Integral Time Absolute Error (ITAE) criterion. As μABC requires a less number of bees, the solution is obtained much faster than that of basic Artificial Bee Colony (ABC) method. Simulations and comparisons of proposed method along with that of GA and an adaptive variant of ABC in terms of time domain indices indicate the superiority of μABC in designing the fractional controller for a much complex plant.
机译:本文涉及为伺服液压定位系统设计分数阶控制器的有趣应用,以补偿由于故障执行器活塞密封件而造成的流体泄漏的负面影响。为了最小化积分时间绝对误差(ITAE)准则,提出了一种新颖的微人工蜂群算法(μABC)来设计这种分数阶控制器。由于μABC需要较少的蜜蜂,因此获得的溶液比基本的人工蜂群(ABC)方法要快得多。所提出的方法以及GA和ABC的自适应变体在时域指标方面的仿真和比较表明,μABC在为复杂得多的工厂设计分数控制器方面具有优势。

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