Reliability improvement of wind turbine power generation using model-based fault detection and fault tolerant control: A review

H Habibi, I Howard, S Simani - Renewable energy, 2019 - Elsevier
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 …

Model-based fault diagnosis methods for systems with stochastic process–a survey

Z Zhao, PX Liu, J Gao - Neurocomputing, 2022 - Elsevier
Abstract Model-based methods are widely used for the fault diagnosis of stochastic dynamic
systems by simply using the input–output relationship of the system. Despite encouraging …

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 …

Hybrid method for remaining useful life prediction in wind turbine systems

MA Djeziri, S Benmoussa, R Sanchez - Renewable Energy, 2018 - Elsevier
This paper deals with fault prognosis of wind turbine in presence of multiple faults. First, a
physical model is presented and used for structural analysis, sensor placement, and clusters …

Wind turbine fault detection and fault tolerant control-an enhanced benchmark challenge

PF Odgaard, KE Johnson - 2013 American Control Conference, 2013 - ieeexplore.ieee.org
Wind turbines are increasingly growing larger, becoming more complex, and being located
in more remote locations, especially offshore. Interest in advanced controllers for normal …

A comparative study of three fault diagnosis schemes for wind turbines

S Dey, P Pisu, B Ayalew - IEEE Transactions on Control …, 2015 - ieeexplore.ieee.org
In wind turbine systems, early diagnosis and accommodation of faults are crucial for the
reliable and cost effective operation of wind turbines and their success as viable renewable …

Dynamic risk assessment and fault detection using principal component analysis

O Zadakbar, S Imtiaz, F Khan - Industrial & Engineering Chemistry …, 2013 - ACS Publications
A methodology to calculate process risk in combination with a data based fault detection
method is proposed in this paper. The proposed approach aims to identify and screen the …

Fault detection of wind turbines with uncertain parameters: A set-membership approach

SM Tabatabaeipour, PF Odgaard, T Bak, J Stoustrup - Energies, 2012 - mdpi.com
In this paper a set-membership approach for fault detection of a benchmark wind turbine is
proposed. The benchmark represents relevant fault scenarios in the control system …

Wind farm monitoring using Mahalanobis distance and fuzzy clustering

RR de la Hermosa González - Renewable energy, 2018 - Elsevier
This paper proposes an approach for warnings and failures detection based on fuzzy
clustering and the Mahalanobis distance. Both techniques are developed in a real wind farm …

Fault diagnosis and fault-tolerant control of wind turbines via a discrete time controller with a disturbance compensator

Y Vidal, C Tutivén, J Rodellar, L Acho - Energies, 2015 - mdpi.com
This paper develops a fault diagnosis (FD) and fault-tolerant control (FTC) of pitch actuators
in wind turbines. This is accomplished by combining a disturbance compensator with a …