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2026	Scalable decentralized prognostics for industrial systems under data heterogeneity Computers and Electrical Engineering Jose Tupayachi, Anam Nawaz Khan, Xueping Li
2026	Fed-Joint: Joint modeling of nonlinear degradation signals and failure events for remaining useful life prediction using federated learning Reliability Engineering & System Safety Cheoljoon Jeong, Xubo Yue, Seokhyun Chung
2025	Federated Learning for Remaining Useful Life Prediction: A Literature Review IFAC-PapersOnLine Ilias Abdouni, Alexandre Voisin, Christophe Cerisara, Benoît Iung
2025	State of the Art in Electric Batteries’ State-of-Health (SoH) Estimation with Machine Learning: A Review Energies Giovane Ronei Sylvestrin, Joylan Nunes Maciel, Marcio Luís Munhoz Amorim, João Paulo Carmo, José A. Afonso, Sérgio F. Lopes, Oswaldo Hideo Ando Junior
2025	2025 International Conference on Sustainable Communication Networks and Application (ICSCN) Suganya D, Vaishali P S, Saparna S, Gomathi V, Santhosh R, Naveen C S
2025	Advanced Machine Learning and Deep Learning Approaches for Estimating the Remaining Life of EV Batteries—A Review Batteries Daniel H. de la Iglesia, Carlos Chinchilla Corbacho, Jorge Zakour Dib, Vidal Alonso-Secades, Alfonso J. López Rivero
2025	An Efficient Replication-Based Aggregation Verification and Correctness Assurance Scheme for Federated Learning IEEE Transactions on Services Computing Shihong Wu, Yuchuan Luo, Shaojing Fu, Yingwen Chen, Ming Xu
2024	Global–local attention network and value-informed federated strategy for predicting power battery state of health Energy Bingyang Chen, Kai Wang, Degang Xu, Juan Xia, Lulu Fan, Jiehan Zhou
2024	2024 8th International Conference on Inventive Systems and Control (ICISC) Bommaganti Vinay Sai Kiran, Maramsetty Abhinay Kowshik, Alapati Leela Manohar, Dara Rishi Siddardha, M. Kavitha, S. Kavitha
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