Feng Jia,Yaguo Lei,Na Lu,Saibo Xing.Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization[J].Mechanical Systems and Signal Processing,2018.

Olivier Janssens,Viktor Slavkovikj,Bram Vervisch,Kurt Stockman,Mia Loccufier,Steven Verstockt,Rik Van de Walle,Sofie Van Hoecke.Convolutional Neural Network Based Fault Detection for Rotating Machinery[J].Journal of Sound and Vibration,2016.

Abhishek Sharma,V. Sugumaran,S. Babu Devasenapati.Misfire detection in an IC engine using vibration signal and decision tree algorithms[J].Measurement,2014.

Xia Wang,Changwen Liu,Fengrong Bi,Xiaoyang Bi,Kang Shao.Fault diagnosis of diesel engine based on adaptive wavelet packets and EEMD-fractal dimension[J].Mechanical Systems and Signal Processing,2013.

Bolan Liu,Changlu Zhao,Fujun Zhang,Tao Cui,Jianyun Su.Misfire detection of a turbocharged diesel engine by using artificial neural networks[J].Applied Thermal Engineering,2013.

C.M. Vong,P.K. Wong.Engine ignition signal diagnosis with Wavelet Packet Transform and Multi-class Least Squares Support Vector Machines[J].Expert Systems With Applications,2011(7).

Chongqing Hu,Aihua Li,Xingyang Zhao.Multivariate statistical analysis strategy for multiple misfire detection in internal combustion engines[J].Mechanical Systems and Signal Processing,2010(2).

李卫星,陶建峰,覃程锦,刘成良.同步压缩小波与极限梯度提升树融合的柴油机失火故障诊断[J].西安交通大学学报,2019(02).

张西宁,向宙,唐春华.一种深度卷积自编码网络及其在滚动轴承故障诊断中的应用[J].西安交通大学学报,2018(07).

贾继德,贾翔宇,韩佳佳,任刚.基于单振动传感器BP神经网络的柴油机失火诊断[J].军事交通学院学报,2017(11).

别锋锋,刘杨,裴峻峰,范文华.EEMD近似熵和SVM在柴油机传动系统中的故障诊断研究[J].机械设计与制造,2015(03).