In this paper, a hybrid simplex-improved genetic algorithm (HSIGA) which combines simplex method (SM) and genetic algorithm (GA) is proposed to solve global numerical optimization problems. In this hybrid algorithm so...In this paper, a hybrid simplex-improved genetic algorithm (HSIGA) which combines simplex method (SM) and genetic algorithm (GA) is proposed to solve global numerical optimization problems. In this hybrid algorithm some improved genetic mechanisms, for example, non-linear ranking selection, competition and selection among several crossover offspring, adaptive change of mutation scaling and stage evolution, are adopted; and new population is produced through three ap-proaches, i.e. elitist strategy, modified simplex strategy and improved genetic algorithm (IGA) strategy. Numerical experi-ments are included to demonstrate effectiveness of the proposed algorithm.展开更多
为了改善高压直流系统的故障后的恢复性能,在研究低压限流单元(voltage dependent current order limiter,VDCOL)对直流系统无功功率消耗和电压稳定性影响的基础上,提出了一种分段变速率低压限流单元(piecewise-variable-rate VDCOL,PVR...为了改善高压直流系统的故障后的恢复性能,在研究低压限流单元(voltage dependent current order limiter,VDCOL)对直流系统无功功率消耗和电压稳定性影响的基础上,提出了一种分段变速率低压限流单元(piecewise-variable-rate VDCOL,PVR-VDCOL)的控制方法,该方法通过将电压下降或恢复过程划分为几个不同的阶段,并在每个阶段根据电压水平的不同而设置不同的功率恢复速率。推导了控制器初值的计算公式,制定了利用Simplex算法优化控制器参数的流程,并重点分析了分段数目对控制器性能的影响及其确定方法。在PSCAD/EMTDC中对提出的PVR-VDCOL和传统线性VDCOL的控制效果进行了对比仿真,并对不同分段数目下的仿真结果进行了对比分析,仿真结果表明提出的PVR-VDCOL能够有效改善直流系统的恢复性能。展开更多
提出了一种静止无功补偿器(static var compensator,SVC)的不平衡补偿方法。针对不平衡情况下的功率补偿需求,提出了基于佛布迪(fryze-buchholz-depenbrock,FBD)算法的等效电纳检测方法,有效减小了系统的计算量;为了提高SVC的补偿性能,...提出了一种静止无功补偿器(static var compensator,SVC)的不平衡补偿方法。针对不平衡情况下的功率补偿需求,提出了基于佛布迪(fryze-buchholz-depenbrock,FBD)算法的等效电纳检测方法,有效减小了系统的计算量;为了提高SVC的补偿性能,提出了一种开环和闭环复合控制方法,并利用单纯形算法对控制参数进行动态调整,提高了系统的鲁棒性,大大提高了SVC的补偿精度和补偿性能,实现了三相系统的功率平衡。最后,仿真和实验验证了所提出方法的有效性和正确性。展开更多
基金Supported by National Natural Science Foundation of P.R.China(60474069)
文摘In this paper, a hybrid simplex-improved genetic algorithm (HSIGA) which combines simplex method (SM) and genetic algorithm (GA) is proposed to solve global numerical optimization problems. In this hybrid algorithm some improved genetic mechanisms, for example, non-linear ranking selection, competition and selection among several crossover offspring, adaptive change of mutation scaling and stage evolution, are adopted; and new population is produced through three ap-proaches, i.e. elitist strategy, modified simplex strategy and improved genetic algorithm (IGA) strategy. Numerical experi-ments are included to demonstrate effectiveness of the proposed algorithm.
文摘为了改善高压直流系统的故障后的恢复性能,在研究低压限流单元(voltage dependent current order limiter,VDCOL)对直流系统无功功率消耗和电压稳定性影响的基础上,提出了一种分段变速率低压限流单元(piecewise-variable-rate VDCOL,PVR-VDCOL)的控制方法,该方法通过将电压下降或恢复过程划分为几个不同的阶段,并在每个阶段根据电压水平的不同而设置不同的功率恢复速率。推导了控制器初值的计算公式,制定了利用Simplex算法优化控制器参数的流程,并重点分析了分段数目对控制器性能的影响及其确定方法。在PSCAD/EMTDC中对提出的PVR-VDCOL和传统线性VDCOL的控制效果进行了对比仿真,并对不同分段数目下的仿真结果进行了对比分析,仿真结果表明提出的PVR-VDCOL能够有效改善直流系统的恢复性能。
文摘提出了一种静止无功补偿器(static var compensator,SVC)的不平衡补偿方法。针对不平衡情况下的功率补偿需求,提出了基于佛布迪(fryze-buchholz-depenbrock,FBD)算法的等效电纳检测方法,有效减小了系统的计算量;为了提高SVC的补偿性能,提出了一种开环和闭环复合控制方法,并利用单纯形算法对控制参数进行动态调整,提高了系统的鲁棒性,大大提高了SVC的补偿精度和补偿性能,实现了三相系统的功率平衡。最后,仿真和实验验证了所提出方法的有效性和正确性。
