Rolling bearing fault diagnosis based on intelligent optimized self-adaptive deep belief network

Blind Parameter Identification of MAR Model and Mutation Hybrid GWO-SCA Optimized SVM for Fault Diagnosis of Rotating Machinery

(2019) Wenlong Fu et al.   COMPLEXITY

Rolling bearing fault feature learning using improved convolutional deep belief network with compressed sensing

(2018) Haidong Shao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Novel Faults Diagnosis Method for Rolling Element Bearings Based on ELCD and Extreme Learning Machine

(2018) Mingliang Liang et al.   SHOCK AND VIBRATION

Rolling bearing fault diagnosis using adaptive deep belief network with dual-tree complex wavelet packet

(2017) Haidong Shao et al.   ISA TRANSACTIONS

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

(2016) Yaguo Lei et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Improved shuffled frog leaping algorithm-based BP neural network and its application in bearing early fault diagnosis

(2015) Zhuanzhe Zhao et al.   NEURAL COMPUTING & APPLICATIONS

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning

(2014) Wenhao Huang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multi-fault diagnosis study on roller bearing based on multi-kernel support vector machine with chaotic particle swarm optimization

(2013) Fafa Chen et al.   MEASUREMENT

A roller bearing fault diagnosis method based on hierarchical entropy and support vector machine with particle swarm optimization algorithm

(2013) Keheng Zhu et al.   MEASUREMENT

An enhanced Hilbert–Huang transform technique for bearing condition monitoring

(2013) Shazali Osman et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Use of particle swarm optimization for machinery fault detection

(2008) B. Samanta et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE