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Multi-component prognostics and maintenance optimization in wind farms using federated learning and hybrid degradation models

Khamiss Cheikh, EL Mostapha Boudi, Rabi Rabi, Hamza Mokhliss

Journal of Quality in Maintenance Engineering (2026) 32 (1): 291–309.

https://doi.org/10.1108/JQME-09-2025-0109

Published: 12 February 2026

... Predictive maintenance Wind farms Federated learning Hybrid degradation models Multi-component prognostics Remaining useful life Optimization The increasing scale and technical sophistication of contemporary wind farms have intensified the demand for maintenance frameworks that are both...

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