Title :
Study of Electricity Consumption Forecasting Model Based on Gene Expression Programming
Author :
Jiangpeng, Lin ; Jing, Li
Author_Institution :
Sch. of Econ., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper focuses on establishing the electricity consumption-forecasting model based on the gene expression programming that was brought forward by a Portuguese researcher, named Ferreira C. in 2001. The result demonstrates that the methodology that can overcome barriers such as: limited data, complex calculating process, is feasible and effective with higher accuracy.
Keywords :
forecasting theory; genetic algorithms; power consumption; power engineering computing; electricity consumption; forecasting model; gene expression programming; Economic forecasting; Economic indicators; Energy consumption; Environmental economics; Fuel economy; Gene expression; Power generation economics; Predictive models; Programming profession; Supply and demand; Electricity Consumption Forecasting Model; Gene;
Conference_Titel :
Web Mining and Web-based Application, 2009. WMWA '09. Second Pacific-Asia Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3646-0
DOI :
10.1109/WMWA.2009.80
