International Journal of Photoenergy

Research Article

Investigating Rotor Conditions on Wind Turbines Using Integrating Tree Classifiers

Table 1

Comparison of related studies on wind turbine using machine learning algorithms.
Reference numberYearLiterature survey (methods used)
WaveletNeural networkSparse Bayesian learningSpectrum analysisTree classifiersDynamic analysisAutoregressive modelDiscriminant analysisNearest neighborsSupport vector machinesEnsemble classificationClusteringEvolutionary algorithmK-meansGenetic algorithmFuzzy logicInterval observer approachBlade element momentumKriging modelSimulatorDamage detection algorithmWhale optimization algorithm
Bi et al. [9]2019
Pan et al. [10]2019
Gao et al. [11]2019
Kang et al. [12]2019
Karimirad and Michailides [13]2019
Jiménez et al. [14]2020
Nielson et al. [15]2020
Xu et al. [16]2020
Movsessian et al. [17]2020
Solimine et al. [18]2020
Kim et al. [19]2020
Civelek [20]2020
Beale et al. [21]2020
Pujol-Vazquez et al. [22]2020
Emami et al. [23]2020
Elgammi et al. [24]2020
Awadallah and El-Sinawi. [25]2020
Saleem and Kim [26]2020
Philippidis and Eliopoulos [27]2020
Krause and Ostermann [28]2020
Liu et al. [29]2020
Qais et al. [30]2020
Current research2020