Rolling Bearing Fault Diagnosis Based on WGWOA-VMD-SVM

Gear Fault Diagnosis Based on CS-improved Variational Mode Decomposition and Probabilistic Neural Network

(2022) Ying Lin et al.   MEASUREMENT

Prediction of tool wear based on GA-BP neural network

(2022) Weihua Wei et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE

Estimate soil moisture of maize by combining support vector machine and chaotic whale optimization algorithm

(2022) Bohao He et al.   AGRICULTURAL WATER MANAGEMENT

Efficient partial discharge signal denoising method via adaptive variational modal decomposition for infrared detectors

(2022) Yi Deng et al.   INFRARED PHYSICS & TECHNOLOGY

Accurate prediction of water quality in urban drainage network with integrated EMD-LSTM model

(2022) Yituo Zhang et al.   Journal of Cleaner Production

Improved Grey Wolf Optimization Algorithm and Application

(2022) Yuxiang Hou et al.   SENSORS

Multi-Sensor Fusion by CWT-PARAFAC-IPSO-SVM for Intelligent Mechanical Fault Diagnosis

(2022) Hanxin Chen et al.   SENSORS

Prediction Model of Sound Signal in High-Speed Milling of Wood–Plastic Composites

(2022) Weihua Wei et al.   Materials

Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification

(2022) Jinsong Yang et al.   SENSORS

Rolling Bearing Fault Diagnosis Based on Successive Variational Mode Decomposition and the EP Index

(2022) Yuanjing Guo et al.   SENSORS

Fault diagnosis in industrial rotating equipment based on permutation entropy, signal processing and multi-output neuro-fuzzy classifier

(2022) Saeed Rajabi et al.   EXPERT SYSTEMS WITH APPLICATIONS

A multi-layer spiking neural network-based approach to bearing fault diagnosis

(2022) Lin Zuo et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Modified multiscale weighted permutation entropy and optimized support vector machine method for rolling bearing fault diagnosis with complex signals

(2021) Zhenya Wang et al.   ISA TRANSACTIONS

Remain useful life prediction of rolling bearings based on exponential model optimized by gradient method

(2021) Gang Wang et al.   MEASUREMENT

Bearing fault diagnosis based on EMD and improved Chebyshev distance in SDP image

(2021) Yongjian Sun et al.   MEASUREMENT

A hybrid intelligent approach to detect Android Botnet using Smart Self-Adaptive Learning-based PSO-SVM

(2021) Mahdi Moodi et al.   KNOWLEDGE-BASED SYSTEMS

Fault Diagnosis Based on BP Neural Network Optimized by Beetle Algorithm

(2021) Maohua Xiao et al.   Chinese Journal of Mechanical Engineering

Correlation analysis of runway icing parameters and improved PSO-LSSVM icing prediction

(2021) Bin Chen et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

Data-driven prognostic scheme for rolling-element bearings using a new health index and variants of least-square support vector machines

(2021) M.M. Manjurul Islam et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fault diagnosis of rolling bearing based on back propagation neural network optimized by cuckoo search algorithm

(2021) Maohua Xiao et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Building energy optimization using Grey Wolf Optimizer (GWO)

(2021) Mehdi Ghalambaz et al.   Case Studies in Thermal Engineering

Fuzzy entropy assisted singular spectrum decomposition to detect bearing faults in axial piston pump

(2021) Chaoang Xiao et al.   Alexandria Engineering Journal

Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis with Unlabeled or Insufficient Labeled Data

(2020) Cheng Cheng et al.   NEUROCOMPUTING

A novel fault diagnosis procedure based on improved symplectic geometry mode decomposition and optimized SVM

(2020) Xiaoyuan Zhang et al.   MEASUREMENT

Fault feature extraction and diagnosis of rolling bearings based on wavelet thresholding denoising with CEEMDAN energy entropy and PSO-LSSVM

(2020) Wuge Chen et al.   MEASUREMENT

Time-Shift Multi-scale Weighted Permutation Entropy and GWO-SVM Based Fault Diagnosis Approach for Rolling Bearing

(2019) Zhilin Dong et al.   Entropy

A novel model based on wavelet LS-SVM integrated improved PSO algorithm for forecasting of dissolved gas contents in power transformers

(2018) Hanbo Zheng et al.   ELECTRIC POWER SYSTEMS RESEARCH

Weak characteristic determination for blade crack of centrifugal compressors based on underdetermined blind source separation

(2018) Changbo He et al.   MEASUREMENT

An adaptive stochastic resonance method based on grey wolf optimizer algorithm and its application to machinery fault diagnosis

(2017) Xin Zhang et al.   ISA TRANSACTIONS

The role of artificial intelligence in photo-voltaic systems design and control: A review

(2017) Ayman Youssef et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings

(2015) Naipeng Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Bearing Defect Classification based on Individual Wavelet Local Fisher Discriminant Analysis with Particle Swarm Optimization

(2015) Mien Van et al.   IEEE Transactions on Industrial Informatics

Hybrid PSO–SVM-based method for forecasting of the remaining useful life for aircraft engines and evaluation of its reliability

(2015) P.J. García Nieto et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Grey Wolf Optimizer for parameter estimation in surface waves

(2015) Xianhai Song et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING