Deriving Loss Function for Value-oriented Renewable Energy Forecasting.
Yufan ZhangHonglin WenYuexin BianYuanyuan ShiPublished in: CoRR (2023)
Keyphrases
- loss function
- renewable energy
- wind power
- wind speed
- electric vehicle charging
- pairwise
- short term
- neuro fuzzy
- solar energy
- forecasting model
- power generation
- learning to rank
- power plant
- power consumption
- electricity markets
- support vector
- wind turbine
- power supply
- empirical risk
- stochastic gradient descent
- reproducing kernel hilbert space
- boosting framework
- neural network
- electric vehicles
- risk minimization
- power system
- long term
- convex loss functions
- learning algorithm
- linear program
- solution path
- decision support system