Prediction of Day-ahead Electricity Price Based on Information Fusion

摘要：

Aiming at the characters of day-ahead electricity price, a novel information fusion method is proposed. A new neural network method ELM is selected for its better performance as the core algorithm of information fusion. Using the information fusion ideas, a new modeling approach is proposed to establish the prediction model. The dayahead electricity price prediction model is tested by the real data. The experiments demonstrate that the new prediction model established by ELM information fusion method has better performance.

关键词： Information fusion electricity market electricity price prediction neural network

作者: Huixin Tian Mu Zhang Bo Meng

作者单位: School of Electrical Engineering and Automation Tianjin Polytechnic University, China

会议类型: 国际会议

会议名称: 2010 International Conference on Computer and Information Application(2010年计算机与信息应用国际会议 ICCIA 2010)

会议地点: 天津

会议语种:英文

页码: 457-460

在线出版日期: 2010-12-03（万方平台首次上网日期，不代表论文的发表时间）