A Novel Deep Stack-Based Ensemble Learning Approach for Fault Detection and Classification in Photovoltaic Arrays.
Ehtisham LodhiFei-Yue WangGang XiongLingjian ZhuTariku Sinshaw TamirWaheed ur RehmanM. Adil KhanPublished in: Remote. Sens. (2023)
Keyphrases
- ensemble learning
- fault detection
- generalization ability
- ensemble classifier
- weak learners
- power plant
- fault diagnosis
- random forest
- decision trees
- classification accuracy
- ensemble methods
- support vector machine svm
- industrial processes
- feature vectors
- benchmark datasets
- feature selection
- fuel cell
- tennessee eastman
- training set
- concept drift
- machine learning
- classification algorithm
- unlabeled data
- unsupervised learning
- support vector machine
- genetic algorithm
- base classifiers
- machine learning methods
- class labels
- text classification
- feature extraction
- knowledge base
- neural network