An evolutionary ensemble convolutional neural network for fault diagnosis problem

Automated design of CNN architecture based on efficient evolutionary search

(2022) Yirong Xie et al.   NEUROCOMPUTING

Evolutionary neural architecture search for remaining useful life prediction

(2021) Hyunho Mo et al.   APPLIED SOFT COMPUTING

Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process

(2021) Yarens J. Cruz et al.   COMPUTERS IN INDUSTRY

An enhanced convolutional neural network for bearing fault diagnosis based on time–frequency image

(2020) Ying Zhang et al.   MEASUREMENT

Multisensor data fusion for gearbox fault diagnosis using 2-D convolutional neural network and motor current signature analysis

(2020) Moslem Azamfar et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An improved deep convolutional neural network with multi-scale information for bearing fault diagnosis

(2019) Wenyi Huang et al.   NEUROCOMPUTING

Intelligent fault diagnosis of rotating machinery based on one-dimensional convolutional neural network

(2019) Chunzhi Wu et al.   COMPUTERS IN INDUSTRY

Tacholess Speed Estimation in Order Tracking: A Review With Application to Rotating Machine Fault Diagnosis

(2019) Siliang Lu et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Fault diagnosis for photovoltaic array based on convolutional neural network and electrical time series graph

(2019) Xiaoyang Lu et al.   ENERGY CONVERSION AND MANAGEMENT

Deep-Learning-Based Fault Classification Using Hilbert–Huang Transform and Convolutional Neural Network in Power Distribution Systems

(2019) Mou-Fa Guo et al.   IEEE SENSORS JOURNAL

Enhanced deep gated recurrent unit and complex wavelet packet energy moment entropy for early fault prognosis of bearing

(2019) Shao Haidong et al.   KNOWLEDGE-BASED SYSTEMS

Particle swarm optimization of deep neural networks architectures for image classification

(2019) Francisco Erivaldo Fernandes Junior et al.   Swarm and Evolutionary Computation

Autonomous deep learning: A genetic DCNN designer for image classification

(2019) Benteng Ma et al.   NEUROCOMPUTING

Compound Fault Diagnosis of Gearboxes via Multi-label Convolutional Neural Network and Wavelet Transform

(2019) Pengfei Liang et al.   COMPUTERS IN INDUSTRY

Completely Automated CNN Architecture Design Based on Blocks

(2019) Yanan Sun et al.   IEEE Transactions on Neural Networks and Learning Systems

Broad Convolutional Neural Network Based Industrial Process Fault Diagnosis With Incremental Learning Capability

(2019) Wanke Yu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Rolling element bearing fault diagnosis using convolutional neural network and vibration image

(2018) Duy-Tang Hoang et al.   Cognitive Systems Research

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

(2018) Long Wen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A multivariate encoder information based convolutional neural network for intelligent fault diagnosis of planetary gearboxes

(2018) Jinyang Jiao et al.   KNOWLEDGE-BASED SYSTEMS

Multi-level wavelet packet fusion in dynamic ensemble convolutional neural network for fault diagnosis

(2018) Yan Han et al.   MEASUREMENT

Evolutionary convolutional neural networks: An application to handwriting recognition

(2018) Alejandro Baldominos et al.   NEUROCOMPUTING

Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture

(2018) C. L. Philip Chen et al.   IEEE Transactions on Neural Networks and Learning Systems

Sequential Fault Diagnosis Based on LSTM Neural Network

(2018) Haitao Zhao et al.   IEEE Access

Preprocessing-Free Gear Fault Diagnosis Using Small Datasets With Deep Convolutional Neural Network-Based Transfer Learning

(2018) Pei Cao et al.   IEEE Access

Fault Diagnosis Based on Weighted Extreme Learning Machine with Wavelet Packet Decomposition and KPCA

(2018)   IEEE SENSORS JOURNAL

Unsupervised fault diagnosis of rolling bearings using a deep neural network based on generative adversarial networks

(2018) Han Liu et al.   NEUROCOMPUTING

A Convolutional Neural Network Based on a Capsule Network with Strong Generalization for Bearing Fault Diagnosis

(2018) Zhiyu Zhu et al.   NEUROCOMPUTING

A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification

(2018) Yanan Sun et al.   IEEE Transactions on Neural Networks and Learning Systems

A convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox

(2017) Luyang Jing et al.   MEASUREMENT

An Analysis of the Fitness Landscape of Travelling Salesman Problem

(2016) Mohammad-H. Tayarani-N. et al.   EVOLUTIONARY COMPUTATION

Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis

(2016) Xiaojie Guo et al.   MEASUREMENT

Application of empirical mode decomposition and artificial neural network for automatic bearing fault diagnosis based on vibration signals

(2015) Jaouher Ben Ali et al.   APPLIED ACOUSTICS

Multi-class fault diagnosis of induction motor using Hilbert and Wavelet Transform

(2015) Pratyay Konar et al.   APPLIED SOFT COMPUTING

Statistical process monitoring of a multiphase flow facility

(2015) C. Ruiz-Cárcel et al.   CONTROL ENGINEERING PRACTICE

PCANet: A Simple Deep Learning Baseline for Image Classification?

(2015) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

(2015) Wade A. Smith et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Anatomy of the fitness landscape for dense graph-colouring problem

(2015) M.-H. Tayarani-N. et al.   Swarm and Evolutionary Computation

An intelligent approach for engine fault diagnosis based on Hilbert–Huang transform and support vector machine

(2013) Y.S. Wang et al.   APPLIED ACOUSTICS

An application to transient current signal based induction motor fault diagnosis of Fourier–Bessel expansion and simplified fuzzy ARTMAP

(2013) Van Tung Tran et al.   EXPERT SYSTEMS WITH APPLICATIONS

On the Landscape of Combinatorial Optimization Problems

(2013) Mohammad-H. Tayarani-N. et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Invariant Scattering Convolution Networks

(2013) Joan Bruna et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Wavelets for fault diagnosis of rotary machines: A review with applications

(2013) Ruqiang Yan et al.   SIGNAL PROCESSING

Fault diagnosis and prognosis using wavelet packet decomposition, Fourier transform and artificial neural network

(2012) Zhenyou Zhang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Maximum Satisfiability: Anatomy of the Fitness Landscape for a Hard Combinatorial Optimization Problem

(2011) Adam Prugel-Bennett et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Time–frequency signal analysis for gearbox fault diagnosis using a generalized synchrosqueezing transform

(2011) Chuan Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Memetic algorithms based on local search chains for large scale continuous optimisation problems: MA-SSW-Chains

(2010) Daniel Molina et al.   SOFT COMPUTING

Fault diagnosis based on Walsh transform and rough sets

(2008) Xiuqiao Xiang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING