An ANN-based multi-dimension predictor and its application in marine engine room

Author

Wang, Tianzhen ; Tang, Tianhao ; Wen, Chunhong

Author_Institution

Inst. of Electr.&Control Eng., Shanghai Maritime Univ., Shanghai

fYear

2008

fDate

25-27 June 2008

Firstpage

44

Lastpage

49

Abstract

An ANN-based multi-dimension predictor with a parallel learning algorithm was proposed in this paper. This model could be used to predict points in the multi-dimension space. And also its applications in marine engine room will be discussed in the paper. Some analysis results showed the significant improvement to multi parameters simultaneous prediction using the PDRNN algorithm in marine engine room.

Keywords

learning (artificial intelligence); marine engineering; neural nets; ANN-based multidimension predictor; marine engine room; multidimension space; parallel learning algorithm; Algorithm design and analysis; Artificial neural networks; Automation; Control engineering; Engines; Intelligent control; Intelligent networks; Prediction methods; Predictive models; Recurrent neural networks; Nonlinear time series model; adaptive predictor; artificial neural networks; marine engine room;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on

Conference_Location

Chongqing

Print_ISBN

978-1-4244-2113-8

Electronic_ISBN

978-1-4244-2114-5

Type

conf

DOI

10.1109/WCICA.2008.4592900

Filename

4592900