Marine Jouin

Université de technologie de belfort-montbéliard

Papers

Total Citations

335

H-Index

About

Marine Jouin is a leading researcher in prognostics and health management (PHM), with a particular focus on model-based and data-driven methods for predicting the remaining useful life of engineering systems. Her work is foundational in the application of particle filters to prognostics, as evidenced by her highly cited 2015 review, "Particle filter-based prognostics: Review, discussion and perspectives," which has garnered over 335 citations. This seminal paper not only synthesizes the state of the art but also critically discusses the challenges and future directions of particle filtering in PHM, making it an essential reference for researchers and practitioners alike. Jouin's contributions have significantly advanced the reliability and safety of complex systems, particularly in energy and transportation sectors. Her research bridges theoretical development with practical implementation, influencing how prognostics are integrated into maintenance strategies. Through her rigorous analysis and clear exposition, Jouin has established herself as a key voice in the PHM community, shaping the trajectory of predictive maintenance and system health monitoring.