Probabilistic Forecasting of Household Loads: Effects of Distributed Energy Technologies on Forecast Quality.
Frederik vom ScheidtXinyuan DongAndrea BartosPhilipp StaudtChristof WeinhardtPublished in: e-Energy (2021)
Keyphrases
- short term
- electricity consumption
- distributed systems
- forecasting model
- multi agent
- short term load forecasting
- early warning
- response time
- load balancing
- distributed environment
- high quality
- grey theory
- forecast models
- forecasting accuracy
- failure modes
- bayesian networks
- energy consumption
- cooperative
- data mining
- exponential smoothing
- arima model
- probabilistic model
- financial forecasting
- generative model
- failure prediction
- hybrid model
- wind power
- geographically dispersed
- load forecasting
- energy minimization
- support vector regression
- predictive model