Fault diagnosis of train rotating parts based on multi-objective VMD optimization and ensemble learning

BBO-BPNN and AMPSO-BPNN for multiple-criteria inventory classification

(2021) Ligang Cui et al.   EXPERT SYSTEMS WITH APPLICATIONS

A method for mixed data classification base on RBF-ELM network

(2021) Qiude Li et al.   NEUROCOMPUTING

Obstacle detection of rail transit based on deep learning

(2021) Deqiang He et al.   MEASUREMENT

Fault diagnosis of mine asynchronous motor based on MEEMD energy entropy and ANN

(2021) Zhanshe Yang et al.   COMPUTERS & ELECTRICAL ENGINEERING

Data-driven fault diagnosis for wind turbines using modified multiscale fluctuation dispersion entropy and cosine pairwise-constrained supervised manifold mapping

(2021) Zhenya Wang et al.   KNOWLEDGE-BASED SYSTEMS

An integrated optimization model of metro energy consumption based on regenerative energy and passenger transfer

(2020) Deqiang He et al.   APPLIED ENERGY

Fault diagnosis for rolling bearing based on VMD-FRFT

(2020) Xin Li et al.   MEASUREMENT

A novel hybrid multi-verse optimizer with K-means for text documents clustering

(2020) Ammar Kamal Abasi et al.   NEURAL COMPUTING & APPLICATIONS

A hybrid fine-tuned VMD and CNN scheme for untrained compound fault diagnosis of rotating machinery with unequal-severity faults

(2020) Ali Dibaj et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fault feature extraction for rolling bearings based on parameter-adaptive variational mode decomposition and multi-point optimal minimum entropy deconvolution

(2020) Xiangyu Zhou et al.   MEASUREMENT

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

(2020) Xin Wang et al.   MEASUREMENT

Coordinated approach fusing time-shift multiscale dispersion entropy and vibrational Harris hawks optimization-based SVM for fault diagnosis of rolling bearing

(2020) Kaixuan Shao et al.   MEASUREMENT

Intelligent fault diagnosis of planetary gearbox based on refined composite hierarchical fuzzy entropy and random forest

(2020) Yu Wei et al.   ISA TRANSACTIONS

Fault diagnosis of planetary gearbox using multi-criteria feature selection and heterogeneous ensemble learning classification

(2020) Zirui Wang et al.   MEASUREMENT

A hybrid deep-learning model for fault diagnosis of rolling bearings

(2020) Yang Xu et al.   MEASUREMENT

Intelligent fault diagnosis of diesel engine via adaptive VMD-Rihaczek distribution and graph regularized bi-directional NMF

(2020) Xu Wang et al.   MEASUREMENT

A modified scale-space guiding variational mode decomposition for high-speed railway bearing fault diagnosis

(2019) Yan Huang et al.   JOURNAL OF SOUND AND VIBRATION

Partial ensemble approach to resolve the mode mixing of extreme-point weighted mode decomposition

(2019) Jinde Zheng et al.   DIGITAL SIGNAL PROCESSING

Multi-level thresholding-based grey scale image segmentation using multi-objective multi-verse optimizer

(2019) Mohamed Abd Elaziz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fault diagnosis of rotating machinery with ensemble kernel extreme learning machine based on fused multi-domain features

(2019) Shan Pang et al.   ISA TRANSACTIONS

Link-based multi-verse optimizer for text documents clustering

(2019) Ammar Kamal Abasi et al.   APPLIED SOFT COMPUTING

Performance analysis of Chaotic Multi-Verse Harris Hawks Optimization: A case study on solving engineering problems

(2019) Ahmed A. Ewees et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Extraction of weak fault transients using variational mode decomposition for fault diagnosis of gearbox under varying speed

(2019) Vikas Sharma et al.   ENGINEERING FAILURE ANALYSIS

Imbalanced fault diagnosis of rotating machinery via multi-domain feature extraction and cost-sensitive learning

(2019) Qifa Xu et al.   JOURNAL OF INTELLIGENT MANUFACTURING

A new rotating machinery fault diagnosis method based on local oscillatory-characteristic decomposition

(2018) Kang Zhang et al.   DIGITAL SIGNAL PROCESSING

Energy modeling method of machine-operator system for sustainable machining

(2018) Shun Jia et al.   ENERGY CONVERSION AND MANAGEMENT

Incipient fault feature extraction of rolling bearings based on the MVMD and Teager energy operator

(2018) Jun Ma et al.   ISA TRANSACTIONS

Adaptive variational mode decomposition method for signal processing based on mode characteristic

(2018) Jijian Lian et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A parameter-adaptive VMD method based on grasshopper optimization algorithm to analyze vibration signals from rotating machinery

(2018) Xin Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel optimized SVM classification algorithm with multi-domain feature and its application to fault diagnosis of rolling bearing

(2018) Xiaoan Yan et al.   NEUROCOMPUTING

Study on planetary gear fault diagnosis based on variational mode decomposition and deep neural networks

(2018) Yong Li et al.   MEASUREMENT

Identification of mechanical compound-fault based on the improved parameter-adaptive variational mode decomposition

(2018) Yonghao Miao et al.   ISA TRANSACTIONS

Identification of electromechanical oscillatory modes based on variational mode decomposition

(2018) Mario R. Arrieta Paternina et al.   ELECTRIC POWER SYSTEMS RESEARCH

Application of CSA-VMD and optimal scale morphological slice bispectrum in enhancing outer race fault detection of rolling element bearings

(2018) Xiaoan Yan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Therblig-embedded value stream mapping method for lean energy machining

(2017) Shun Jia et al.   ENERGY

Variational Mode Decomposition

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

Fault detection of planetary gearboxes using new diagnostic parameters

(2012) Yaguo Lei et al.   MEASUREMENT SCIENCE and TECHNOLOGY