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A Data-Driven Design for Fault Detection of Wind Turbines Using Random Forests and XGboost.
Dahai Zhang
Liyang Qian
Baijin Mao
Can Huang
Bin Huang
Yulin Si
Published in:
IEEE Access (2018)
Keyphrases
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random forests
fault detection
data driven
decision trees
random forest
ensemble methods
databases
fault isolation
industrial processes
robust fault detection
fuel cell
randomized trees
wind farm
fault diagnosis
logistic regression
data warehouse
fuzzy logic
pairwise
learning algorithm