Optimal Power Generation in Energy-Deficient Scenarios Using Bagging Ensembles.
Kashif MehmoodHafiz Tehzeeb Ul HassanAli RazaAli AltalbeHaroon FarooqPublished in: IEEE Access (2019)
Keyphrases
- power generation
- power system
- ensemble methods
- ensemble learning
- short term
- ensemble selection
- unit commitment
- decision trees
- production cost
- wind power
- carbon dioxide
- stochastic programming
- power plant
- wind energy
- base classifiers
- electric power systems
- dynamic programming
- training set
- imbalanced data
- long term
- decision making
- machine learning
- renewable energy
- renewable energy sources
- wind turbine
- ensemble members
- load forecasting
- back propagation
- intelligent systems
- expert systems
- optimal solution
- learning algorithm