The program of auto-identification of wear particles is given using aritficial neural network(ANN)technique,based on a set of debris morphology descriptor that de-scribes the shape characters of wear particles.The tra...The program of auto-identification of wear particles is given using aritficial neural network(ANN)technique,based on a set of debris morphology descriptor that de-scribes the shape characters of wear particles.The train-ing speed of the network with thw fuzzy-factor is muchfaster than that of the traditional methods.For esamale,the speed of training the network in this paper is increased five times in Exclusive OR problem(XORproblem)than other ways,and the debris chassification accuracy is more than 90% by this method,and the idemtification speed is very fast.展开更多
文摘The program of auto-identification of wear particles is given using aritficial neural network(ANN)technique,based on a set of debris morphology descriptor that de-scribes the shape characters of wear particles.The train-ing speed of the network with thw fuzzy-factor is muchfaster than that of the traditional methods.For esamale,the speed of training the network in this paper is increased five times in Exclusive OR problem(XORproblem)than other ways,and the debris chassification accuracy is more than 90% by this method,and the idemtification speed is very fast.
