151. Effects of clearance on aeroengine performance based on neural network
- Author
-
Wen Chen, Jie Bai, and Shuming Li
- Subjects
Probabilistic neural network ,Artificial neural network ,business.industry ,Time delay neural network ,Computer science ,Distributed data store ,Artificial intelligence ,business ,Backpropagation ,Synchronization ,Network analysis ,Network model - Abstract
In recent years, neural network system has got extensive application in the field of aviation because of its strong learning ability, the distributed storage of knowledge, associated synchronization management and restrain of random error etc. There are a lot of network types. Among them, BP (Back Propagation) neural network is the most extensive one that been used. In this paper, BP neural network theory is briefly introduced and is applied to analyze the sample of PW4056 series aero engine. Correlation analysis and theory analysis is adopted to select the input variable. The method of this paper presents a new synthetically prediction. Result indicated that this method could get practical and effective network model. Compared with the traditional regression analysis, neural network have a wilder application foreground.
- Published
- 2003