Damage detection techniques for wind turbine blades: A review
Blades play a vital role in wind turbine system performances. However, they are susceptible
to damage arising from complex and irregular loading or even cause catastrophic collapse …
to damage arising from complex and irregular loading or even cause catastrophic collapse …
A review on fault detection and process diagnostics in industrial processes
The main roles of fault detection and diagnosis (FDD) for industrial processes are to make
an effective indicator which can identify faulty status of a process and then to take a proper …
an effective indicator which can identify faulty status of a process and then to take a proper …
Fault diagnosis of wind turbine based on Long Short-term memory networks
Time-series data is widely adopted in condition monitoring and fault diagnosis of wind
turbines as well as other energy systems, where long-term dependency is essential to form …
turbines as well as other energy systems, where long-term dependency is essential to form …
Gearbox condition monitoring in wind turbines: A review
Wind turbine technology is experiencing rapid growth with respect to size, market share, and
technological design. Operational and maintenance cost directly determine whether the …
technological design. Operational and maintenance cost directly determine whether the …
Fault detection and diagnosis of a blade pitch system in a floating wind turbine based on Kalman filters and artificial neural networks
This paper describes the development of a fault detection and diagnosis method to
automatically identify different fault conditions of a hydraulic blade pitch system in a spar …
automatically identify different fault conditions of a hydraulic blade pitch system in a spar …
Anomaly detection and fault analysis of wind turbine components based on deep learning network
H Zhao, H Liu, W Hu, X Yan - Renewable energy, 2018 - Elsevier
Continuous monitoring of wind turbine health using early fault detection methods can
improve turbine reliability and reduce maintenance costs before they reach a catastrophic …
improve turbine reliability and reduce maintenance costs before they reach a catastrophic …
Reliability improvement of wind turbine power generation using model-based fault detection and fault tolerant control: A review
Reliability improvement of wind turbine power generation is the key issue that can turn the
wind power into one of the main power sources to respond to the world power demands …
wind power into one of the main power sources to respond to the world power demands …
Wind turbine fault diagnosis based on ReliefF-PCA and DNN
X Wen, Z Xu - Expert Systems with Applications, 2021 - Elsevier
A large amount of data would be generated during the operation of wind turbine (WT), which
is easy to cause dimensional disaster, and if more than one WT fault occur, multiple sensors …
is easy to cause dimensional disaster, and if more than one WT fault occur, multiple sensors …
Fault-tolerant control of wind turbines: A benchmark model
PF Odgaard, J Stoustrup… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
This paper presents a test benchmark model for the evaluation of fault detection and
accommodation schemes. This benchmark model deals with the wind turbine on a system …
accommodation schemes. This benchmark model deals with the wind turbine on a system …
Data-driven design of robust fault detection system for wind turbines
In this paper, a robust data-driven fault detection approach is proposed with application to a
wind turbine benchmark. The main challenges of the wind turbine fault detection lie in its …
wind turbine benchmark. The main challenges of the wind turbine fault detection lie in its …