Gear Fault Diagnosis Method Based on Multi-Sensor Information Fusion and VGG

An optimal method based on HOG-SVM for fault detection

(2022) Panfeng Xu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network

(2022) Xiaoli Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Investigation and Experimental Study on Gearbox Vibration Fault Diagnosis Method Based on Fusion Feature Convolutional Learning Network

(2022) X. Zhu et al.   EXPERIMENTAL TECHNIQUES

Fault diagnosis of rotating machinery based on combination of Wasserstein generative adversarial networks and long short term memory fully convolutional network

(2022) Yibing Li et al.   MEASUREMENT

A gear fault diagnosis method based on improved accommodative random weighting algorithm and BB-1D-TP

(2022) Zong Meng et al.   MEASUREMENT

Multimodal Convolutional Neural Network Model With Information Fusion for Intelligent Fault Diagnosis in Rotating Machinery

(2022) Yiming Ma et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Multi-Source Information Fusion Fault Diagnosis for Gearboxes Based on SDP and VGG

(2022) Yuan Fu et al.   Applied Sciences-Basel

Combination bidirectional long short-term memory and capsule network for rotating machinery fault diagnosis

(2021) Tian Han et al.   MEASUREMENT

Classification of gear pitting damage using vibration measurements

(2021) Mateusz Grzeszkowski et al.   tm-Technisches Messen

Low-Pass Filtering Empirical Wavelet Transform Machine Learning Based Fault Diagnosis for Combined Fault of Wind Turbines

(2021) Yancai Xiao et al.   Entropy

Feature extraction based on PSO-FC optimizing KPCA and wear fault identification of planetary gear

(2021) Yan He et al.   Journal of Mechanical Science and Technology

Sparse transfer learning for identifying rotor and gear defects in the mechanical machinery

(2021) Anil Kumar et al.   MEASUREMENT

Automated Gearbox Fault Diagnosis Using Entropy-Based Features in Flexible Analytic Wavelet Transform (FAWT) Domain

(2021) Dada Saheb Ramteke et al.   Journal of Vibration Engineering & Technologies

Unsupervised domain-share CNN for machine fault transfer diagnosis from steady speeds to time-varying speeds

(2021) Hongru Cao et al.   JOURNAL OF MANUFACTURING SYSTEMS

A Semi-Supervised Fault Diagnosis Method Based on Improved Bidirectional Generative Adversarial Network

(2021) Long Cui et al.   Applied Sciences-Basel

Construction of a Sensitive and Speed Invariant Gearbox Fault Diagnosis Model Using an Incorporated Utilizing Adaptive Noise Control and a Stacked Sparse Autoencoder-Based Deep Neural Network

(2020) Cong Dai Nguyen et al.   SENSORS

Acoustic spectral imaging and transfer learning for reliable bearing fault diagnosis under variable speed conditions

(2019) Md Junayed Hasan et al.   MEASUREMENT

Fault Diagnosis for Rotating Machinery Using Multiple Sensors and Convolutional Neural Networks

(2018) Min Xia et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS