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一种基于历史数据的电力系统潮流确定策略的研究
A HISTORICAL DATA BASED STRATEGY TO DETERMINE POWER SYSTEM LOAD FLOW
【摘要】 提出了一种新的电力系统潮流确定策略。该策略不依赖于任何数学解析方法,而是完全基于潮流历史数据,因此可避免在常规的解析法潮流计算中由于模型及参数的不准确所造成的计算误差,提高了潮流确定的准确度。该方法中灵敏度分析的应用可提高结果的精度,利用最小二乘法可消除随机干扰的影响,而人工神经网络的应用可保证算法的快速性。
【Abstract】 A novel strategy to determine power system load flow is proposed. In this method which based on operating pattern theory, the pattern recognition technique is used to determine the load flow and the sensitivity analysis technique is used to modify the load flow results, both using the historical load flow data. Because the mathematical model of each component in power system is not used in the proposed method, the calculating errors, caused by the inaccuracy of the models and the parameters of these models, can be averted. The least square method is used to eliminate the effect of the random disturbance. Test systems’ simulation demonstrate the procedure of the proposed method and the results show the high accuracy.
【Key words】 load flow; pattern recognition; sensitivity analysis; historical data; least square method;
- 【文献出处】 中国电机工程学报 ,Proceedings of the Csee , 编辑部邮箱 ,2000年01期
- 【分类号】TM744
- 【被引频次】14
- 【下载频次】248