Title :
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
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;
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
DOI :
10.1109/WCICA.2008.4592900
