Uncertainty Quantification in Stochastic Economic Dispatch using Gaussian Process Emulation.
Zhixiong HuYijun XuMert KorkaliXiao ChenLamine MiliCharles H. TongPublished in: CoRR (2019)
Keyphrases
- gaussian process
- economic dispatch
- power system
- gaussian processes
- particle swarm optimization
- regression model
- bayesian framework
- gaussian process regression
- model selection
- hyperparameters
- approximate inference
- power generation
- latent variables
- gaussian process models
- covariance function
- semi supervised
- marginal likelihood
- expectation propagation
- neural network
- robust optimization
- multi objective
- generative model
- cross validation
- bayesian inference
- stochastic programming
- short term
- probabilistic model
- long term