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基于单纯形-模拟退火算法的多阻尼控制器协调设计
Parameter Optimization of Power System Stabilizer Based on a New Simulated Annealing Method
【摘要】 提出一种基于单纯形-模拟退火算法的电力系统稳定器(PSS)参数优化方法。该方法以弱阻尼振荡模式构建目标函数,将单纯形法搜寻机理嵌入到模拟退火算法的基本步骤中,综合了模拟退火算法全局搜索能力强及单纯形算法局部收敛速度快的优点。四机典型系统上的特征根分析表明,该方法是一种有效的阻尼控制器优化方法,所得的参数对系统运行方式的变化具有良好的鲁棒性。
【Abstract】 A new simulated annealing(SA) method that incorporates a simplex method into the procedure of simulated annealing algorithm is proposed to deal with the parameter optimization in design of power system stabilizers(PSS).With an optimizations objective function constructed by poor damping eigenvalues,the new SA method inherits the advantages of the simulated annealing algorithm and the simplex method so as to have both strong global researching capability from the former and quick local convergence from the latter.An eigenvalue study on the IEEE 4-generator test power systems validates effectiveness of the method and the robustness of the resulted controller parameters against the variations of system operating mode.
【Key words】 power system stabilizer; static VAR compensator; damping controller; simulated annealing algorithm; simplex method;
- 【文献出处】 广东水利电力职业技术学院学报 ,Journal of Guangdong Technical College of Water Resources and Electric Engineering , 编辑部邮箱 ,2006年04期
- 【分类号】TM571
- 【被引频次】3
- 【下载频次】81