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

fYear

2009

fDate

23-24 May 2009

Firstpage

1

Lastpage

4

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;

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.2009.5072851

Filename

5072851