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基于群智能算法对比的城市配电网故障停电预测研究 被引量:2
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作者 赵永生 张东升 +4 位作者 赵爱华 何海平 余小飞 魏希文 孙红松 《自动化仪表》 CAS 2023年第5期83-87,共5页
随着我国电网的发展规模逐渐扩大,对于城市配电网的安全性能要求也越来越高。需要实时监测电网结构,从而准确判断故障区域以及进行停电预测。因此,基于电网故障信息源,提出了1种群智能算法下的混合蛙跳算法(SLFA),并使用粒子群优化(PSO... 随着我国电网的发展规模逐渐扩大,对于城市配电网的安全性能要求也越来越高。需要实时监测电网结构,从而准确判断故障区域以及进行停电预测。因此,基于电网故障信息源,提出了1种群智能算法下的混合蛙跳算法(SLFA),并使用粒子群优化(PSO)算法和未来搜索算法(FSA)作为比较。通过对3种算法的常规性能指数进行测试,发现SLFA相比于另外2种算法,拥有运行时间长、结果正确率高、受初值影响小、收敛精度高的优势。因此,SLFA能够广泛应用于城市配电网的故障检测和停电预测,为城市电网的安全运行提供保障。 展开更多
关键词 群智能算法 电网检测 电网故障预测 混合蛙跳算法 未来搜索算法 粒子群优化算法 停电预测
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A modified predictive control strategy of three-phase grid-connected converters with optimized action time sequence 被引量:1
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作者 SONG ZhanFeng XIA ChangLiang +1 位作者 LIU Tao DONG Nan 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第4期1017-1028,共12页
Due to the excellent dynamic performance,the Finite Control Set Model Predictive Control has been widely used in various types of converters.However,when Finite Control Set Model Predictive Control is adopted,the swit... Due to the excellent dynamic performance,the Finite Control Set Model Predictive Control has been widely used in various types of converters.However,when Finite Control Set Model Predictive Control is adopted,the switching frequency of converters varies significantly with system operating conditions.Consequently,constant-frequency predictive control strategy has been proposed.Two active voltage vectors and a zero voltage vector are selected within each sampling period.The action time sequence is then calculated.Due to the unsymmetrical distribution of current variation rates around zero,the calculated value of the voltage-vector action time will turn up negative.According to common sense,the voltage-vector action time is greater than or equal to zero.The action time is normally forced to zero whenever a negative value is predicted,resulting in the control failure and performance deterioration.To solve this problem,this paper proposes modified strategy.The modified strategy examines the action time calculated out.When negative action time comes out,the modified strategy reselects the active voltage vector accordingly,instead of forcing the action time to be zero.Optimized action time sequence is further determined by minimizing the cost function.The effectiveness of the modified strategy is clearly verified by experimental tests,and analytical remarks are all founded in practical results. 展开更多
关键词 CONVERTER cost function optimized action time sequence negative action time
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