Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time Series.
Prabod RathnayakaHarsha MoraliyageNishan MillsDaswin De SilvaAndrew JenningsPublished in: HSI (2022)
Keyphrases
- weather forecasting
- forecasting accuracy
- electricity consumption
- financial time series
- energy consumption
- forecast models
- real time
- box jenkins
- dynamic time warping
- arma model
- exponential smoothing
- short term
- software architecture
- distribution network
- forecasting model
- exchange rate
- power system
- fuzzy logic
- management system
- non stationary
- global minima
- medium term
- long term
- genetic algorithm