研究论文
Federated learning for decentralized fault diagnosis of a sucker-rod pumping system with class imbalance data
Fabiao Yang, Zhi-Wei Gao, Shixiang Lü, Yuanhong Liu
Northeast Petroleum University
来源Control Engineering Practice
年份2024
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学术脉络
学科主题
工程Oil and Gas Production Techniques
Fault Detection and Control Systems · Advanced Data Processing Techniques
参考文献 32
A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches
被引 3,082Zhiwei Gao, Carlo Cecati, Steven X. Ding · IEEE Transactions on Industrial Electronics · 2015
Real-time monitoring, prognosis, and resilient control for wind turbine systems
被引 69Zhiwei Gao, Shuangwen Sheng · Renewable Energy · 2017
Supervised dictionary-based transfer subspace learning and applications for fault diagnosis of sucker rod pumping systems
被引 45Ao Zhang, Xianwen Gao · Neurocomputing · 2019
此处列出前 3 条
引用本文 17
Digital Twin Assisted Degradation Assessment of Bearing Cage Performance
被引 40Caizi Fan, Pengfei Wang, Yongchao Zhang · IEEE Transactions on Industrial Informatics · 2025
Emerging SMOTE and GAN Variants for Data Augmentation in Imbalance Machine Learning Tasks: A Review
被引 33Amadi Gabriel Udu, M. K. Salman, Maryam Khaksar Ghalati · IEEE Access · 2025
A privacy-preserving heterogeneous federated learning framework with class imbalance learning for electricity theft detection
被引 32Hanguan Wen, Xiufeng Liu, Bo Lei · Applied Energy · 2024
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