Non-parametric probability density forecast of an hourly peak load during a month.
Yogesh K. BichpuriyaShreevardhan A. SomanArige SubramanyamPublished in: PSCC (2014)
Keyphrases
- probability density
- peak load
- load forecasting
- probability density function
- short term
- kernel density estimation
- forecasting model
- density estimation
- long term
- power system
- gaussian mixture model
- density function
- density estimates
- probability distribution
- electric power
- electric vehicles
- influential factors
- gaussian mixture
- rbf neural network
- bp neural network
- random variables
- maximum likelihood estimation
- power consumption
- mixture model
- support vector regression
- prior knowledge
- distance function
- smart grid
- wind speed
- generative model
- expectation maximization
- graphical models
- bayesian framework
- covariance matrix