Marzia Sepe

A physics-informed machine learning framework for predictive maintenance applied to turbomachinery assets

Marzia Sepe, Antonino Graziano, Maciej Badora et al. · Journal of the Global Power and Propulsion Society · 2021 · 21 citations · Full text

Engineering, Machine Learning, Fault Forecasting +19

Industrial gas turbine operating parameters monitoring and data-driven prediction

Maciej Pawełczyk, Szymon Fulara, Marzia Sepe et al. · Eksploatacja i Niezawodnosc - Maintenance and Reliability · 2020 · 20 citations · Full text

Condition Monitoring, Engineering, Machine Learning +15

Machine Learning in Gas Turbines

Vittorio Michelassi, Carmine Allegorico, Stefano Cioncolini et al. · Mechanical Engineering · 2018 · 15 citations

Engineering, Machine Learning, Data Science +12

A reinforcement learning approach to optimal part flow management for gas turbine maintenance

Michele Compare, Luca Bellani, Enrico Cobelli et al. · Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability · 2019 · 14 citations

Mathematical Programming, Artificial Intelligence, Engineering +18