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| 人工神经网络及其在电力短期负荷预测中的应用研究 | |
| 引用本文： | 韩哲,陈治平,熊斯毅,黎湖广.人工神经网络及其在电力短期负荷预测中的应用研究[J].科学技术与工程,2009,9(5). |
| 作者姓名： | 韩哲 陈治平 熊斯毅 黎湖广 |
| 作者单位： | 1. 湖南大学软件学院,长沙,410082;湖南鑫电自动化设备有限公司,长沙,410001 2. 计算机与通讯学院,长沙,410082 3. 华中科技大学,武汉,430074;湖南鑫电自动化设备有限公司,长沙,410001 4. 湖南大学软件学院,长沙,410082;空军航空维修技术学院,长沙,410124 |
| 摘 要： | 电力系统负荷预测的精度将直接影响电力系统的经济效益和用电的安全和稳定.通过讨论短期负荷预测,来阐述Levenberg-Marquardt算法优于传统BP算法.并分别用BP算法和Levenberg-Marquardt算法对绥龙110 kV变电局所属供电网络远动采集来的负荷数据进行预测,来说明Levenberg-Marquardt算法优于传统BP算法. |
| 关 键 词： | 人工神经网络 短期负荷预测 BP算法 |
Phisical Neural Networks and Applied Research on the Power Short-term Load Forecast |
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| HAN Zhe,CHEN Zhi-ping,XIONG Si-yi,LI Hu-Guang.Phisical Neural Networks and Applied Research on the Power Short-term Load Forecast[J].Science Technology and Engineering,2009,9(5). | |
| Authors: | HAN Zhe CHEN Zhi-ping XIONG Si-yi LI Hu-Guang |
| Institution: | School of software1;College of Computer and Communication2;Hunan University;Changsha 410082;P.R.China;Airforce College of Aeronautical Maintenance Technology3;Changsha 410124;Huazhong University of Science and Technology4;Wuhan 430074;Hunan Xindian Automation Equipment CO.;LTD 5;Changsha 410001;P.R.China |
| Abstract: | Power load forecasting system will directly affect the accuracy of the power system and the economic benefits of electricity to the security and stability. By Short-term load forecasting is discussed,to elaborate Levenberg-Marquardt algorithm superior to the traditional BP algorithm. And BP were used algorithms and Levenberg-Marquardt algorithm Sui-long 110 kV power substation owned by the network to remote collection of data to predict the load,to illustrate Levenberg-Marquardt algorithm superior to the tr... |
| Keywords: | artificial neural networks short-term load forecast BP algorithm Levenberg-Marquardt |
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