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EM-T1Reliability Engineering & System Safety2025267: 111812-111812A novel multi-source sensor correlation adaptive fusion framework with uncertainty quantification for intelligent fault diagnosisYue Yu, Hamid Reza Karimi, Len Gelman, Jinghui Tian 等 5 人被引 22高影响力 前 10%基金开放获取控制与系统工程
EM-T1Reliability Engineering & System Safety2025263: 111199-111199Explainable AI guided unsupervised fault diagnostics for high-voltage circuit breakersChi-Ching Hsu, Gaëtan Frusque, Florent Forest, Felipe T. B. Macedo 等 6 人被引 15高影响力 前 10%基金开放获取控制与系统工程
EM-T1Reliability Engineering & System Safety2024253: 110556-110556A sound-vibration physical-information fusion constraint-guided deep learning method for rolling bearing fault diagnosisYou Keshun, Wang Puzhou, Peng Huang, Yingkui Gu被引 162阅读 1高影响力 前 1%基金开放获取控制与系统工程金融风险与机器学习
EM-T1Reliability Engineering & System Safety2026277: 113086-113086Alternating reinforcement and kinetics-based prototype learning for open-set compound fault diagnosis of satellite attitude control systemHuaitao Xia, Tao Meng, Zhonglin Zuo被引 0基金控制与系统工程
EM-T1Reliability Engineering & System Safety2024252: 110433-110433Reserving embedding space for new fault types: A new continual learning method for bearing fault diagnosisHongyan Zhu, Changqing Shen, Lin Li, Dong Wang 等 6 人被引 28阅读 1高影响力 前 10%开放获取控制与系统工程
EM-T1Reliability Engineering & System Safety2024251: 110386-110386Uncertainty-aware deep learning for monitoring and fault diagnosis from synthetic dataLaya Das, Blazhe Gjorgiev, Giovanni Sansavini被引 43阅读 3高影响力 前 10%基金开放获取控制与系统工程金融风险与机器学习
EM-T1Reliability Engineering & System Safety2026272: 112469-112469Incorporating time dependence into a fault signature matrix to support root cause identification and fault propagation analysisL.J. Arellano Ortega, Annemieke Meghoe, Richard Loendersloot, Tiedo Tinga被引 0基金开放获取控制与系统工程
EM-T1Reliability Engineering & System Safety2025265: 111573-111573Active steering fault diagnosis via integrated LSTM-based sensor detection and robust actuator fault estimationMiguel Meléndez Useros, Fernando Viadero Monasterio, Manuel Jiménez‐Salas, María Jesús López Boada被引 23高影响力 前 10%基金开放获取控制与系统工程
EM-T1Reliability Engineering & System Safety2025258: 110854-110854SDCGAN: A CycleGAN-based single-domain generalization method for mechanical fault diagnosisYu Guo, Xiangyu Li, Jundong Zhang, Ziyi Cheng被引 41高影响力 前 1%开放获取控制与系统工程
EM-T1Reliability Engineering & System Safety2025270: 112159-112159综述Data-driven fault detection and diagnosis in industrial process systems: A systematic review and perspectiveShuaiyu Zhao, Haoyu Yang, Tylee L. Kareck, Faisal Irshad Khan 等 5 人被引 39阅读 2高影响力 前 10%开放获取控制与系统工程大模型与智能体
EM-T1Reliability Engineering & System Safety2023235: 109188-109188Domain augmentation generalization network for real-time fault diagnosis under unseen working conditionsYaowei Shi, Aidong Deng, Minqiang Deng, Meng Xu 等 7 人被引 141高影响力 前 1%控制与系统工程
EM-T1Reliability Engineering & System Safety2022230: 108857-108857Controlled generation of unseen faults for Partial and Open-Partial domain adaptationKatharina Rombach, Gabriel Michau, Olga Fink被引 52阅读 1高影响力 前 10%开放获取控制与系统工程不确定性优化（随机/鲁棒/DRO/CVaR）
EM-T1Reliability Engineering & System Safety2025257: 110848-110848An improved cross-machine transfer strategy based on multi-source domain knowledge for abnormal sample recognitionZhenhao Yan, Bingqiang Zhou, Zenggui Gao, Weiping Nong 等 6 人被引 5阅读 1基金开放获取控制与系统工程
EM-WoSInformation Sciences2026757: 123899Fault diagnosis for dynamically reconfigurable discrete event systems: Architecture, diagnosability, and online implementationJiafeng Zhang, Hengrui Zhang, Zhiwu Li被引 0计算理论与数学
EM-T1Reliability Engineering & System Safety2025269: 112013-112013EnergyMatch: A long-tailed semi-supervised learning framework for cross-domain fault diagnosisXiao Zhang, Weiguo Huang, Yifan Huangfu, Jun Wang 等 6 人被引 2阅读 1基金控制与系统工程
EM-T1Reliability Engineering & System Safety2024252: 110449-110449A domain feature decoupling network for rotating machinery fault diagnosis under unseen operating conditionsTianyu Gao, Jingli Yang, Wenmin Wang, Xiaopeng Fan被引 111高影响力 前 1%基金控制与系统工程
EM-T1Reliability Engineering & System Safety2024252: 110408-110408Semi-supervised source-free domain adaptation method via diffusive label propagation for rotating machinery fault diagnosisZhiheng Su, Penglong Lian, Penghui Shang, Jiyang Zhang 等 7 人被引 26高影响力 前 10%控制与系统工程
EM-T1Reliability Engineering & System Safety2024251: 110347-110347Temporal self-supervised domain adaptation network for machinery fault diagnosis under multiple non-ideal conditionsMengqi Miao, Yun Wang, Jianbo Yu被引 16基金控制与系统工程
EM-T1Reliability Engineering & System Safety2022231: 108981-108981Correlation feature distribution matching for fault diagnosis of machinesHongchuang Tan, Suchao Xie, Wen Ma, Chengxing Yang 等 5 人被引 32高影响力 前 10%控制与系统工程
