【关键词】粒子群算法;PID参数;优化;最优解PIDParameterTuningOptimizationBasedonParticleSwarmOptimizationWANGWei1,2(1.SchoolofMechatronicsEngineeringandAutomation,ShanghaiUniversity,Shanghai,200072,China;2.SchoolofElectronicandElectricalEngineering,ShanghaiSecondPolytechnicUniversity,Shanghai,201209,China)【Abstract】...
AbstractPID control is the most widely used control method in rotor system of an active magnetic bearing (AMB) high-speed motor. However, it is difficult to find three proper parameters for PID controllers. In order to reduce the difficulty of PID parameters tuning, an internal model control (...
Tuning of PID controller based on improved particle-swarm-optimization基于改进粒子群优化算法的PID控制器整定PID参数整定粒子群算法过程控制通用过程模型系统仿真Because the classical PID parameter settings obtained by Z-N(Ziegler-Nichols) method usually fail to achieve the best control performances, we ...
Abstract:PID control is the most common control method used in process control, and the core technology lies in the optimization of the PID parameters. An improved particle swarm optimization is proposed in tuning and optimization of PID parameters in this paper. Simulation results verified the effe...
A particle swarm optimization algorithms for parameter tuning of PID controllers is proposed.First,a fitness function which includes some terms represent overshoot,rise time and steady error of the system is defined,and the terms are weighted properly.Then the particle swarm optimization algorithms with...
This paper presents the comparative study of parameter tuning of proportional-integral-derivative controller in load frequency control in a single area multi-source power system as well as multi-source multi-area power system. It is shown that simple particle swarm optimization (SPSO), due to its...
Because the classical PID parameter settings obtained by Z-N(Ziegler-Nichols) method usually fail to achieve the best control performances, we propose an improved particle swarm optimization(IPSO) algorithm with fitness exponential scale and border buffer wall for tuning the PID parameters. First, by...
PID controller parameters tuning,particle swarm optimization(PSO) algorithm is adopted to tune the parameter of the fractional-order PID controller(FOPID)... L Wang,C Zhong - IEEE Advanced Information Technology, Electronic & Automation Control Conference 被引量: 0发表: 0年 Parameter Estimation of ...
it can be used to solve the problemsthat existing in traditional PID controller parameters tuning methods. In order to accelerate the convergence speed of BP neuralnetwork and prevent it from falling into local minimum point, the particle swarm optimization algorithm is proposed to optimizethe connect...
PID-type fuzzy logic controller tuning based on particle swarm optimization In this paper, a new PID-type fuzzy logic controller (FLC) tuning strategy is proposed using a particle swarm optimization (PSO) approach. In order to impr... Soufiene Bouallegue,Joseph Haggege,Mounir Ayadi,... - ...