A Proposed GA Based PID Controller for Three Phase Brushless DC Motor

S. Ravi, D. Rao, K. Krishna, V. Mezhuyev
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引用次数: 3

Abstract

Brushless DC motors are widely used for many industrial applications because of their high efficiency, high torque, higher speed ranges, noiseless operation and low volume. More advanced controllers are used to manage acceleration, control speed and fine-tune efficiency of BLDC motor. A proportional-integral-derivative controller is a generic control loop feedback mechanism widely used in industrial control systems because of its simple structure and easy implementation. The conventionally tuned PID controller is not providing optimum performance under nonlinear conditions and parameter variations. The aim of this research is to develop a complete model of the BLDC motor and to design an optimal controller for its control. The Genetic Algorithm is proposed as a global optimizer to find the optimized PID gains for control of BLDC motor.
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一种基于遗传算法的三相无刷直流电动机PID控制器
无刷直流电动机因其高效率、高转矩、高转速范围、无噪音运行和体积小而广泛应用于许多工业应用。采用更先进的控制器来管理无刷直流电机的加速度、控制速度和微调效率。比例-积分-导数控制器是一种通用的控制回路反馈机制,因其结构简单、易于实现而广泛应用于工业控制系统。传统的PID控制器在非线性条件和参数变化下不能提供最优的性能。本研究的目的是建立一个完整的无刷直流电机模型,并设计一个最优控制器来控制它。提出了遗传算法作为全局优化器来寻找无刷直流电机控制的最优PID增益。
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Model Reduction of Power System by Modified Balanced Truncation Method Parameter Identification of Nonlinear Systems with Time-delay Based on the Multi-innovation Stochastic Gradient Algorithm Design and Implementation of Corporation Robots A Proposed GA Based PID Controller for Three Phase Brushless DC Motor
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