Intelligent fault diagnosis of hydraulic piston pump combining improved LeNet-5 and PSO hyperparameter optimization

Adaptive sensitive frequency band selection for VMD to identify defective components of an axial piston pump

(2021) Anil Kumar et al.   Chinese Journal of Aeronautics

Intelligent Fault Diagnosis of Hydraulic Piston Pump Based on Wavelet Analysis and Improved AlexNet

(2021) Yong Zhu et al.   SENSORS

Multi-modal aggression identification using Convolutional Neural Network and Binary Particle Swarm Optimization

(2021) Kirti Kumari et al.   Future Generation Computer Systems-The International Journal of eScience

Fault detection and diagnosis of a blade pitch system in a floating wind turbine based on Kalman filters and artificial neural networks

(2021) Seongpil Cho et al.   RENEWABLE ENERGY

Intelligent fault diagnosis among different rotating machines using novel stacked transfer auto-encoder optimized by PSO

(2020) Shao Haidong et al.   ISA TRANSACTIONS

Vibration analysis and control technologies of hydraulic pipeline system in aircraft: A review

(2020) Peixin Gao et al.   Chinese Journal of Aeronautics

Intelligent fault diagnosis of rolling bearings based on normalized CNN considering data imbalance and variable working conditions

(2020) Bo Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Mechanism and propagation characteristics of rotating stall in a mixed-flow pump

(2020) Wei Li et al.   RENEWABLE ENERGY

Ranked Feature-Based Laser Material Processing Monitoring and Defect Diagnosis Using k-NN and SVM

(2020) Seung Hwan Lee et al.   Journal of Manufacturing Processes

Bearing fault diagnosis based on vibro-acoustic data fusion and 1D-CNN network

(2020) Xin Wang et al.   MEASUREMENT

A fault diagnosis method for loose slipper failure of piston pump in construction machinery under changing load

(2020) Hongbin Tang et al.   APPLIED ACOUSTICS

Convolutional neural network architecture for beam instabilities identification in Synchrotron Radiation Systems as an anomaly detection problem

(2020) Michał Piekarski et al.   MEASUREMENT

Method using L-kurtosis and enhanced clustering-based segmentation to detect faults in axial piston pumps

(2020) Qiang Gao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A comprehensive review on convolutional neural network in machine fault diagnosis

(2020) Jinyang Jiao et al.   NEUROCOMPUTING

A fault frequency bands location method based on improved fast spectral correlation to extract fault features in axial piston pump bearings

(2020) Chaoang Xiao et al.   MEASUREMENT

Continuous wavelet transform-based method for enhancing estimation of wind turbine blade natural frequencies and damping for machine learning purposes

(2020) R. Janeliukstis   MEASUREMENT

A theoretical dynamic model to study the vibration response characteristics of an axial piston pump

(2020) Shaogan Ye et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Condition monitoring and intelligent diagnosis of rolling element bearings under constant/variable load and speed conditions

(2020) Ali Moshrefzadeh   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Application of Artificial Neural Networks to photovoltaic fault detection and diagnosis: A review

(2020) B. Li et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Fault diagnosis on the bearing of traction motor in high-speed trains based on deep learning

(2020) Yingyong Zou et al.   Alexandria Engineering Journal

Hydraulic piston pump in civil aircraft: Current status, future directions and critical technologies

(2019) Shengrong GUO et al.   Chinese Journal of Aeronautics

Non-destructive diagnostic of aircraft engine blades by Fuzzy Decision Tree

(2019) Jan Rabcan et al.   ENGINEERING STRUCTURES

Study on a Fault Identification Method of the Hydraulic Pump Based on a Combination of Voiceprint Characteristics and Extreme Learning Machine

(2019) Wanlu Jiang et al.   Processes

The applications of energy regeneration and conversion technologies based on hydraulic transmission systems: A review

(2019) Xiangyu He et al.   ENERGY CONVERSION AND MANAGEMENT

Gearbox fault diagnosis using acoustic signals, continuous wavelet transform and adaptive neuro-fuzzy inference system

(2018) Anand Parey et al.   APPLIED ACOUSTICS

Particle swarm optimization (PSO). A tutorial

(2015) Federico Marini et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Fault diagnosis of automobile hydraulic brake system using statistical features and support vector machines

(2015) R. Jegadeeshwaran et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Demodulation for hydraulic pump fault signals based on local mean decomposition and improved adaptive multiscale morphology analysis

(2015) Wanlu Jiang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep learning

(2015) Yann LeCun et al.   NATURE

An approach to fault diagnosis of reciprocating compressor valves using Teager–Kaiser energy operator and deep belief networks

(2014) Van Tung Tran et al.   EXPERT SYSTEMS WITH APPLICATIONS

Failure diagnosis using deep belief learning based health state classification

(2013) Prasanna Tamilselvan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A flexible algorithm for fault diagnosis in a centrifugal pump with corrupted data and noise based on ANN and support vector machine with hyper-parameters optimization

(2012) A. Azadeh et al.   APPLIED SOFT COMPUTING

Derivative free filtering in hydraulic systems for fault identification

(2011) Vishal Mahulkar et al.   CONTROL ENGINEERING PRACTICE

Incipient gear box fault diagnosis using discrete wavelet transform (DWT) for feature extraction and classification using artificial neural network (ANN)

(2009) N. Saravanan et al.   EXPERT SYSTEMS WITH APPLICATIONS