DocumentCode :
2046620
Title :
The Relationship Between Energy Consumption and Economic Growth in China Based on ANFIS
Author :
Zhang Xingping ; Mao Yuling
Author_Institution :
Sch. of Bus. Adm., North China Electr. Power Univ., Beijing
fYear :
2009
fDate :
23-24 May 2009
Firstpage :
1
Lastpage :
4
Abstract :
This paper investigates the interrelationship between energy consumption and economic growth in multivariate frameworks through including variables of energy intensity, GDP growth, and industry share. We use the theory of Adaptive-Network-Based Fuzzy Inference System (ANFIS) to reveal the mechanism that the three variables exert the influence on the energy consumption. By training and simulating the data samples spans the period 1954-2004, an Adaptive-Network-Based Fuzzy Inference Model which indicates the relationship between the energy consumption and the three variables is obtained. Furthermore, we predict the energy consumption of 2005 and 2006 using the ANFIS, and the forecast results are precise to the real energy consumption. At last, the energy conservation policies are discussed in this paper.
Keywords :
energy conservation; fuzzy reasoning; government policies; power system management; ANFIS; China; GDP growth; adaptive-network-based fuzzy inference system; economic growth; energy conservation policies; energy consumption; energy intensity; industry share; multivariate framework; Economic forecasting; Economic indicators; Energy conservation; Energy consumption; Fuzzy systems; Industrial economics; Industrial relations; Industrial training; Load forecasting; Power generation economics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
Type :
conf
DOI :
10.1109/IWISA.2009.5073198
Filename :
5073198
Link To Document :
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