id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
ajst-10994	Zhi, Haijie; Wang, Jinkui; Zhang, Haitao; Hou, Yongkang; Yang, Qishun	Research on Fault Diagnosis Method of Rotary Machinery Based on Improved Transformer	2023	7	.pdf	application/pdf	4767	206	50	The theory and methods related to machine learning have undergone many years of development and have been extensively adopted in various fields, including fault diagnosis. Currently, prevailing machine learning applications used in the field of fault diagnosis include SVM, kNN, SOM, and Back Propagation Neural Network (BPNN) consisting of fully connected layers[3].	cache/ajst-10994.pdf	txt/ajst-10994.txt