Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning

PG Morato, CP Andriotis, KG Papakonstantinou… - Reliability Engineering & …, 2023 - Elsevier
In the context of modern engineering, environmental, and societal concerns, there is an
increasing demand for methods able to identify rational management strategies for civil …

A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance

A Kamariotis, K Tatsis, E Chatzi, K Goebel… - Reliability Engineering & …, 2024 - Elsevier
Abstract Prognostic Health Management aims to predict the Remaining Useful Life (RUL) of
degrading components/systems utilizing monitoring data. These RUL predictions form the …