电力系统多参数波动下概率潮流分析
摘要
对于多参数多节点情况之下,将高斯混合模型(GMM)应用在电力系统概率潮流计算中,解决了电力系统多节点下多参数波动情况之下的计算量和计算准确度的问题,用赤池信息准则(AIC)判断该模型的最佳性。通过GMM理论分析和IEEE33节点测试系统的仿真分析,验证了GMM模型比点估计更为合适,而且计算量更小。
参考文献10
-
1B. C. Burchett, G. T. Heydt. Probabilistic power system dynamic stability studies [J]. IEEE trans. on power apparatus and systems, 1978, 97 (3) : 675- 702.
-
2K.W. Wang, C. Y. Chung, C. T probabilistic method K.M power Tsang. system dynamic stability studies [J]. IEEE proc.-gener, transm distrib. 2000, 147 (1) : 37-43.
-
3H.P. Hong.An efficient point estimate method for probabilistic analysis [J]. Reliability engineering & system safety, 1998, 59 : 261 -267.
-
4Lei Dong, Weidong Cheng, Hai Bao, Yihan Yang. A probabilistic load flow method with consideration of randona branch outages and its application [J]. IEEE trans, on power and energy engineering conference (APPEEC), 10. 1109/APPEEC. 2010, 5448525 : 1-4.
-
5Zechun Hu, Xifan Wang. A probabilistic load flow method considering branch outages [J]. IEEE trans.on power systems, 2006, 21 (2) .
-
6Y. Yuan, J. Zhou, P. Ju, J. Feuchtwang. Probabilistic load computation using the method of combined cumulants and gram-charlier expansion [J]. IEL renew. Power gener.. 2011, 5 (6):448-454.
-
7Pei Zhang, Stephen. Probabilistic load computation of a power system containing wind farms using the method of combined cumulants and gram-charlier expansion [J]. IEEE Trans. on power systems, 2004, 19, (1) : 676-682.
-
8Z. Xu, Mohsin Ali, Z. Y. Dong, X. Li. A novel grid computing approach for probabilistic small signal analysis [J]. IEEE trans, power engineering society general meeting, 2006 : 1-8.
-
9Xiaomeng Ai, Jinyu Wen, Tong Wu. A discrete point estimate method for probabilistic load flow based on the measured data of wind power [J].IEEE trans, on industry applications, 2013, 49 (5):2244-2252.
-
10Chunlein Su, Channan Lu.Two-point estimate method for quantifying transfer capability uncertainty.IEEE trans.on power systems, 2005, 20 (2) :573-579.
-
1戴维德.USB高端功率开关AIC1520[J].电子世界,2004(11):47-47.
-
2史进渊.发电设备可靠性的统计分析[J].东方电气评论,1989,3(4):50-56.
-
3柳永妍,乐健,高鹏,刘开培.基于两点估计法的有源配电网概率潮流计算方法研究[J].电测与仪表,2017,54(5):1-8. 被引量:14
-
4易海琼,程时杰,侯云鹤,倪以信.基于点估计的电力系统小扰动稳定概率分析[J].电力系统自动化,2007,31(23):1-4. 被引量:22
-
5吴彦名,邓杰,翟国富.基于BP神经网络的继电器质量特性分析方法[J].低压电器,2014(6):9-12. 被引量:1
-
6韦婷婷,王主丁,寿挺,万凌云,赵丹阳.基于DG并网运行的中压配网可靠性评估实用方法[J].电网技术,2016,40(10):3006-3012. 被引量:12
-
7梁慧敏,邓杰,叶雪荣,翟国富.参数波动影响下电磁继电器输出的分布特征研究[J].低压电器,2010(1):1-4. 被引量:7
-
8林玉.浅谈电器制造中统计检验的置信水平[J].机床电器,1994(6):8-13.
-
9李俊,邓大上,房鑫炎,方斯顿,文立斌.考虑电压稳定裕度约束的点估计随机最优无功调度方法[J].电工技术学报,2015,30(7):27-33. 被引量:18
-
10陈闽江,陈陈,吴蓓,周孝法,曹国云.计及STATCOM的动态电压稳定概率评估[J].高电压技术,2010,36(4):1032-1037. 被引量:6