Title :
Establishment and Simulation of the RBF Model of the Unit Process Energy Consumption of an Automobile Enterprise
Author :
Tao Ling ; Hu Lin ; Chen Rongling ; Chen An
Author_Institution :
Sch. of Inf. Eng., Nanchang Univ., Nanchang
Abstract :
According to the demand of energy saving and energy conservation, unit process energy consumption of automobile enterprise is researched in this paper. Firstly the principal component analysis is utilized to choose main factor from many factors. Secondly, RBF neural network is utilized to set up unit process energy consumption model. The error of unit process energy consumption model is plusmn2%.The model is suitable for unit process energy consumption model, which is high reliability.
Keywords :
automobile industry; principal component analysis; radial basis function networks; RBF neural network model; automobile enterprise; automobile production process; energy conservation; energy saving; energy-to-business model; principal component analysis; unit process energy consumption; Automobiles; Covariance matrix; Energy consumption; Environmental economics; Neural networks; Power generation economics; Principal component analysis; Strategic planning; Technology planning; Tin;
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
DOI :
10.1109/IWISA.2009.5072851
