Michael G. Pecht
1987–2026 年に発表
- 248
- 論文数
- 19,236
- 被引用数
- 65
- h 指数
- 178
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Engineering73.3%
- Computer Science16.7%
- Decision Sciences1.7%
- Medicine1.5%
- Physics and Astronomy1%
- Environmental Science1%
- その他4.8%
トピック
- Machine Fault Diagnosis Techniques10%
- Fault Detection and Control Systems7.5%
- Reliability and Maintenance Optimization6.9%
- Advanced Battery Technologies Research6.5%
- Advancements in Battery Materials3.2%
- Gear and Bearing Dynamics Analysis2.8%
- その他63.1%
共著者
- Diganta Das18
- Michael H. Azarian14
- Myeongsu Kang12
- Lei Su9
- Michael D. Osterman9
- Ke Li8
- Wenbin Wang8
- Jiefei Gu7
- Saurabh Saxena7
- Hao Lyu6
- Lingxi Kong6
- Rui Xiong6
- Sachin Kumar6
- Shuai Wang6
- Shunfeng Cheng6
- Tadahiro Shibutani6
- Kwok-Leung Tsui5
- Nishad Patil5
- Qiang Miao5
- Zhenbao Liu5
- Baoping Tang4
- David Flynn4
- Donghua Zhou4
- Hassan Abbas Khan4
全論文
- Deep Residual Shrinkage Networks for Fault Diagnosis
著者: Minghang Zhao, Shisheng Zhong, Xuyun Fu, Baoping Tang, Michael G. Pecht - IEEE Transactions on Industrial Informatics, IEEE Trans. Ind. Informatics 2019 被引用: 1,363
- Long Short-Term Memory Recurrent Neural Network for Remaining Useful Life Prediction of Lithium-Ion Batteries
著者: Yongzhi Zhang, Rui Xiong, Hongwen He, Michael G. Pecht - IEEE Transactions on Vehicular Technology, IEEE Trans. Veh. Technol. 2018 被引用: 1,254
- Remaining Useful Life Estimation Based on a Nonlinear Diffusion Degradation Process
著者: Xiao-Sheng Si, Wenbin Wang, Chang-Hua Hu, Dong-Hua Zhou, Michael G. Pecht - IEEE Transactions on Reliability, IEEE Trans. Reliab. 2012 被引用: 645
- Small data challenges for intelligent prognostics and health management: a review
著者: Chuanjiang Li, Shaobo Li, Yixiong Feng, Konstantinos Gryllias, Fengshou Gu, Michael G. Pecht - Artificial Intelligence Review, Artif. Intell. Rev. 2024 被引用: 117
- Machine learning pipeline for battery state of health estimation
著者: Darius Roman, Saurabh Saxena, Valentin Robu, Michael G. Pecht, David Flynn - Nature Machine Intelligence, Nat. Mach. Intell. 2021 被引用: 586
- An ensemble model for predicting the remaining useful performance of lithium-ion batteries
著者: Yinjiao Xing, Eden W. M. Ma, Kwok-Leung Tsui, Michael G. Pecht - Microelectronics Reliability, Microelectron. Reliab. 2013 被引用: 655
- Deep Residual Networks With Adaptively Parametric Rectifier Linear Units for Fault Diagnosis
著者: Minghang Zhao, Shisheng Zhong, Xuyun Fu, Baoping Tang, Shaojiang Dong, Michael G. Pecht - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2020 被引用: 202
- Imbalanced bearing fault diagnosis under variant working conditions using cost-sensitive deep domain adaptation network
著者: Zhenyu Wu, Hongkui Zhang, Juchuan Guo, Yang Ji, Michael G. Pecht - Expert Systems with Applications, Expert Syst. Appl. 2022 被引用: 123
- Motor Bearing Fault Detection Using Spectral Kurtosis-Based Feature Extraction Coupled With K-Nearest Neighbor Distance Analysis
著者: Jing Tian, Carlos Morillo, Michael H. Azarian, Michael G. Pecht - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2015 被引用: 480
- Degradation Data Analysis Using Wiener Processes With Measurement Errors
著者: Zhi-Sheng Ye, Yu Wang, Kwok-Leung Tsui, Michael G. Pecht - IEEE Transactions on Reliability, IEEE Trans. Reliab. 2013 被引用: 363
- A Local Adaptive Minority Selection and Oversampling Method for Class-Imbalanced Fault Diagnostics in Industrial Systems
著者: Zhenyu Wu, Wenfang Lin, Binghao Fu, Juchuan Guo, Yang Ji, Michael G. Pecht - IEEE Transactions on Reliability, IEEE Trans. Reliab. 2019 被引用: 71
- Reliability analysis of dependent competing failure processes with time-varying δ shock model
著者: Hao Lyu, Hongchen Qu, Zaiyou Yang, Li Ma, Bing Lu, Michael G. Pecht - Reliability Engineering & System Safety, Reliab. Eng. Syst. Saf. 2022 被引用: 53
- Lithium-Ion Battery Health Prognosis Based on a Real Battery Management System Used in Electric Vehicles
著者: Rui Xiong, Yongzhi Zhang, Ju Wang, Hongwen He, Simin Peng, Michael G. Pecht - IEEE Transactions on Vehicular Technology, IEEE Trans. Veh. Technol. 2018 被引用: 441
- Deep Residual Networks With Dynamically Weighted Wavelet Coefficients for Fault Diagnosis of Planetary Gearboxes
著者: Minghang Zhao, Myeongsu Kang, Baoping Tang, Michael G. Pecht - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2017 被引用: 371
- Reliability analysis of the multi-state system with nonlinear degradation model under Markov environment
著者: Hao Lyu, Hongchen Qu, Hualong Xie, Yimin Zhang, Michael G. Pecht - Reliability Engineering & System Safety, Reliab. Eng. Syst. Saf. 2023 被引用: 43
- A Siamese hybrid neural network framework for few-shot fault diagnosis of fixed-wing unmanned aerial vehicles
著者: Chuanjiang Li, Shaobo Li, Ansi Zhang, Lei Yang, Enrico Zio, Michael G. Pecht, Konstantinos Gryllias - Journal of Computational Design and Engineering, J. Comput. Des. Eng. 2022 被引用: 44
- Dynamic Equivalent Circuit Model to Estimate State-of-Health of Lithium-Ion Batteries
著者: Shehla Amir, Moneeba Gulzar, Muhammad Osama Tarar, Ijaz Haider Naqvi, Nauman Ahmad Zaffar, Michael G. Pecht - IEEE Access 2022 被引用: 174
- A Weighted Deep Domain Adaptation Method for Industrial Fault Prognostics According to Prior Distribution of Complex Working Conditions
著者: Zhenyu Wu, Shuyang Yu, Xinning Zhu, Yang Ji, Michael G. Pecht - IEEE Access 2019 被引用: 69
- Multiple Wavelet Coefficients Fusion in Deep Residual Networks for Fault Diagnosis
著者: Minghang Zhao, Myeongsu Kang, Baoping Tang, Michael G. Pecht - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2018 被引用: 175
- A Review of Second-Life Lithium-Ion Batteries for Stationary Energy Storage Applications
著者: Xiaosong Hu, Xinchen Deng, Feng Wang, Zhongwei Deng, Xianke Lin, Remus Teodorescu, Michael G. Pecht - IEEE, Proc. IEEE 2022 被引用: 177
- Reliability analysis for multi-component system considering failure propagation and dependent competing failure process
著者: Hao Lyu, Zhihang Li, Xuehang Qiao, Bing Lu, Hualong Xie, Michael G. Pecht - Reliability Engineering & System Safety, Reliab. Eng. Syst. Saf. 2025 被引用: 22
- Category-level selective dual-adversarial network using significance-augmented unsupervised domain adaptation for surface defect detection
著者: Siyu Zhang, Lei Su, Jiefei Gu, Ke Li, Weitian Wu, Michael G. Pecht - Expert Systems with Applications, Expert Syst. Appl. 2023 被引用: 16
- Remaining useful life prediction of lithium-ion battery with unscented particle filter technique
著者: Qiang Miao, Lei Xie, Hengjuan Cui, Wei Liang, Michael G. Pecht - Microelectronics Reliability, Microelectron. Reliab. 2012 被引用: 482
- Motor Bearing Fault Diagnosis Using Trace Ratio Linear Discriminant Analysis
著者: Xiaohang Jin, Ming-Bo Zhao, Tommy W. S. Chow, Michael G. Pecht - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2013 被引用: 421
