14 hasil

Physics-Informed Residual Network (PIResNet) for rolling element bearing fault diagnostics

Qing Ni; Jinchen Ji; Benjamin Halkon dkk.

Mechanical Systems and Signal Processing · 2023 · Inggris · OpenAlex Scopus

Collaborative fault diagnosis of rotating machinery via dual adversarial guided unsupervised multi-domain adaptation network

Xingkai Chen; Haidong Shao; Yiming Xiao dkk.

Mechanical Systems and Signal Processing · 2023 · Inggris · OpenAlex Scopus

Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial

Venkat Pavan Nemani; Luca Biggio; Xun Huan dkk.

Mechanical Systems and Signal Processing · 2023 · Inggris · OpenAlex Scopus

Digital twin, physics-based model, and machine learning applied to damage detection in structures

Thiago Gamboa Ritto; Fernando Alves Rochinha

Mechanical Systems and Signal Processing · 2021 · Inggris · OpenAlex Scopus

A perspective survey on deep transfer learning for fault diagnosis in industrial scenarios: Theories, applications and challenges

Weihua Li; Ruyi Huang; Jipu Li dkk.

Mechanical Systems and Signal Processing · 2021 · Inggris · OpenAlex Scopus

A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings

Yifei Ding; Minping Jia; Qiuhua Miao dkk.

Mechanical Systems and Signal Processing · 2021 · Inggris · OpenAlex Scopus

Metric-based meta-learning model for few-shot fault diagnosis under multiple limited data conditions

Duo Wang; Ming Zhang; Yuchun Xu dkk.

Mechanical Systems and Signal Processing · 2021 · Inggris · OpenAlex Scopus

Vibration-based anomaly detection using LSTM/SVM approaches

Kilian Vos; Zhongxiao Peng; Christopher Jenkins dkk.

Mechanical Systems and Signal Processing · 2021 · Inggris · OpenAlex Scopus

A deep learning method for bearing fault diagnosis based on Cyclic Spectral Coherence and Convolutional Neural Networks

Zhuyun Chen; Alexandre Mauricio; Weihua Li dkk.

Mechanical Systems and Signal Processing · 2020 · Inggris · OpenAlex Scopus

Applications of machine learning to machine fault diagnosis: A review and roadmap

Yaguo Lei; Bin Yang; Xinwei Jiang dkk.

Mechanical Systems and Signal Processing · 2020 · Inggris · OpenAlex Scopus

A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications

Onur Avcı; Osama Abdeljaber; Serkan Kıranyaz dkk.

Mechanical Systems and Signal Processing · 2020 · Inggris · OpenAlex Scopus

Monitoring structural damage is extremely important for sustaining and preserving the service life of civil structures. While successful monitoring provides resolute and staunch information on the health, serviceability, integrity and safety of structures; maintaining continuous performance of a…

Model predictive control of three-axis gimbal system mounted on UAV for real-time target tracking under external disturbances

Aytaç Altan; Rıfat Hacıoğlu

Mechanical Systems and Signal Processing · 2020 · Inggris · OpenAlex Scopus

A spatial coupling model to study dynamic performance of pantograph-catenary with vehicle-track excitation

Yang Song; Zhiwei Wang; Zhigang Liu dkk.

Mechanical Systems and Signal Processing · 2020 · Inggris · OpenAlex Scopus

CNN-LSTM deep learning architecture for computer vision-based modal frequency detection

Ruoyu Yang; Shubhendu Singh; Mostafa Tavakkoli Anbarani dkk.

Mechanical Systems and Signal Processing · 2020 · Inggris · OpenAlex Scopus