A novel method of combining generalized frequency response function and convolutional neural network for complex system fault diagnosis.

To solve the problem of low accuracy in traditional fault diagnosis methods, a novel method of combining generalized frequency response function(GFRF) and convolutional neural network(CNN) is proposed. In order to accurately characterize system state information, this paper proposed a variable step...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Lerui Chen, Zerui Zhang, Jianfu Cao
বিন্যাস: প্রবন্ধ
ভাষা:English
প্রকাশিত: Public Library of Science (PLoS) 2020-01-01
মালা:PLoS ONE
অনলাইন ব্যবহার করুন:https://doi.org/10.1371/journal.pone.0228324