Offshore wind turbine operations and maintenance: A state-of-the-art review
Operations and maintenance of offshore wind turbines (OWTs) play an important role in the
development of offshore wind farms. Compared with operations, maintenance is a critical …
development of offshore wind farms. Compared with operations, maintenance is a critical …
Digital twin-based sustainable intelligent manufacturing: a review
B He, KJ Bai - Advances in Manufacturing, 2021 - Springer
As the next-generation manufacturing system, intelligent manufacturing enables better
quality, higher productivity, lower cost, and increased manufacturing flexibility. The concept …
quality, higher productivity, lower cost, and increased manufacturing flexibility. The concept …
A comprehensive review on signal-based and model-based condition monitoring of wind turbines: Fault diagnosis and lifetime prognosis
Wind turbines play an increasingly important role in renewable power generation. To ensure
the efficient production and financial viability of wind power, it is crucial to maintain wind …
the efficient production and financial viability of wind power, it is crucial to maintain wind …
Blockchain-empowered digital twins collaboration: smart transportation use case
Digital twins (DTs) is a promising technology in the revolution of the industry and essential
for Industry 4.0. DTs play a vital role in improving distributed manufacturing, providing up-to …
for Industry 4.0. DTs play a vital role in improving distributed manufacturing, providing up-to …
Diagnosis of wind turbine faults with transfer learning algorithms
A framework of using transfer learning algorithms, Inception V3 and TrAdaBoost, for fault
diagnosis of two wind turbine faults is presented and verified. Two failure modes, blade icing …
diagnosis of two wind turbine faults is presented and verified. Two failure modes, blade icing …
Maintenance optimization and inspection planning of wind energy assets: Models, methods and strategies
M Shafiee, JD Sørensen - Reliability Engineering & System Safety, 2019 - Elsevier
Designing cost-effective inspection and maintenance programmes for wind energy farms is
a complex task involving a high degree of uncertainty due to diversity of assets and their …
a complex task involving a high degree of uncertainty due to diversity of assets and their …
Recent trends and challenges in predictive maintenance of aircraft's engine and hydraulic system
Predictive maintenance (PM) strategies are based on real-time data for diagnosis of
impending failure and prognosis of machine health. It is a proactive process, which needs …
impending failure and prognosis of machine health. It is a proactive process, which needs …
Damage detection in operational wind turbine blades using a new approach based on machine learning
The application of reliable structural health monitoring (SHM) technologies to operational
wind turbine blades is a challenging task, due to the uncertain nature of the environments …
wind turbine blades is a challenging task, due to the uncertain nature of the environments …
Application of sensor data based predictive maintenance and artificial neural networks to enable Industry 4.0
JM Fordal, P Schjølberg, H Helgetun… - Advances in …, 2023 - Springer
Possessing an efficient production line relies heavily on the availability of the production
equipment. Thus, to ensure that the required function for critical equipment is in compliance …
equipment. Thus, to ensure that the required function for critical equipment is in compliance …
Effective artificial neural network-based wind power generation and load demand forecasting for optimum energy management
J Jamii, M Mansouri, M Trabelsi, MF Mimouni… - Frontiers in Energy …, 2022 - frontiersin.org
The variability of power production from renewable energy sources (RESs) presents serious
challenges in energy management (EM) and power system stability. Power forecasting plays …
challenges in energy management (EM) and power system stability. Power forecasting plays …