Adaptive neuro fuzzy system for modelling and prediction of distance pantograph catenary in railway transportation

International Conference on Applied Sciences 2017

Panoiu, M.^1 ; Panoiu, C.^1 ; Lihaciu, I.L.^1

Politehnica University of Timisoara, Electrical Engineering Department, Vasile Parvan str., no. 1-2, Timisoara

300223, Romania^1

关键词: Adaptive neuro fuzzy system;    Contact lines;    Electrical systems;    Intelligent techniques;    Modeling and predictions;    Modelling and predictions;    Railway transportation;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/294/1/012073/pdf
DOI  :  10.1088/1757-899X/294/1/012073

来源: IOP

【 摘 要 】

This research presents an adaptive neuro-fuzzy system which is used in the prediction of the distance between the pantograph and contact line of the electrical locomotives used in railway transportation. In railway transportation any incident that occurs in the electrical system can have major negative effects: traffic interrupts, equipment destroying. Therefore, a prediction as good as possible of such situations is very useful. In the paper was analyzing the possibility of modeling and prediction the variation of the distance between the pantograph and the contact line using intelligent techniques.