Recent advances and trends of predictive maintenance from data-driven machine prognostics perspective
In the Engineering discipline, prognostics play an essential role in improving system safety,
reliability and enabling predictive maintenance decision-making. Due to the adoption of …
reliability and enabling predictive maintenance decision-making. Due to the adoption of …
Advances in corrosion growth modeling for oil and gas pipelines: A review
H Ma, W Zhang, Y Wang, Y Ai, W Zheng - Process Safety and …, 2023 - Elsevier
To quantify the progress of corrosion damage and develop pipeline integrity management
strategies, it is necessary to establish a reliable corrosion growth model. Due to the …
strategies, it is necessary to establish a reliable corrosion growth model. Due to the …
Long short-term memory network with Bayesian optimization for health prognostics of lithium-ion batteries based on partial incremental capacity analysis
H Meng, M Geng, T Han - Reliability Engineering & System Safety, 2023 - Elsevier
Prognostics and health management (PHM) are developed to accurately estimate the state
of health (SOH) of lithium-ion batteries, which are crucial parts for planning the employment …
of health (SOH) of lithium-ion batteries, which are crucial parts for planning the employment …
Dual-aspect self-attention based on transformer for remaining useful life prediction
Z Zhang, W Song, Q Li - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
Remaining useful life (RUL) prediction is one of the key technologies of condition-based
maintenance (CBM), which is important to maintain the reliability and safety of industrial …
maintenance (CBM), which is important to maintain the reliability and safety of industrial …
Prognostics and remaining useful life prediction of machinery: advances, opportunities and challenges
As the fundamental and key technique to ensure the safe and reliable operation of vital
systems, prognostics with an emphasis on the remaining useful life (RUL) prediction has …
systems, prognostics with an emphasis on the remaining useful life (RUL) prediction has …
Remaining useful life estimation for prognostics of lithium-ion batteries based on recurrent neural network
M Catelani, L Ciani, R Fantacci… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Prognostic and condition-based maintenance of lithium-ion batteries is a fundamental topic,
which is rapidly expanding since a long battery lifetime is required to ensure economic …
which is rapidly expanding since a long battery lifetime is required to ensure economic …
A review on physics-informed data-driven remaining useful life prediction: Challenges and opportunities
H Li, Z Zhang, T Li, X Si - Mechanical Systems and Signal Processing, 2024 - Elsevier
Remaining useful life (RUL) prediction, known as 'prognostics', has long been recognized as
one of the key technologies in prognostics and health management (PHM) to maintain the …
one of the key technologies in prognostics and health management (PHM) to maintain the …
[HTML][HTML] A data-driven long-term metocean data forecasting approach for the design of marine renewable energy systems
Abstract The potential of Marine Renewable Energy (MRE) systems is usually evaluated
based on recent metocean data and assuming the stationarity of the MRE resource. Yet …
based on recent metocean data and assuming the stationarity of the MRE resource. Yet …
A survey of modeling for prognosis and health management of industrial equipment
Prognosis and health management plays an important role in the control of costs associated
with operating large industrial equipment, such as wind turbines and aircraft. It is only fair …
with operating large industrial equipment, such as wind turbines and aircraft. It is only fair …
Feature fusion model based health indicator construction and self-constraint state-space estimator for remaining useful life prediction of bearings in wind turbines
X Li, W Teng, D Peng, T Ma, X Wu, Y Liu - Reliability Engineering & System …, 2023 - Elsevier
Accurate remaining useful life prognosis of bearings in wind turbines is beneficial for
operation and maintenance schedule at wind farms. The major technical challenges include …
operation and maintenance schedule at wind farms. The major technical challenges include …