- Temporal resolution: Profiles may be hourly, sub-hourly (e.g. every 15 or 5 minutes), daily, weekly, or seasonal
-
Shape:
- Daily peaks: typically in the morning and evening.
- Seasonal variation: higher demand in summer (cooling) or winter (heating).
- Base load: the steady, minimum level of demand.
- Weather conditions (temperature, humidity, solar irradiance).
- Economic activity (industrial and commercial usage).
- Human behaviour (residential patterns).
- Daylight hours (affecting lighting needs).
- Holidays and weekends.
Data sourcing standards – demand profiles
Input variable | Model type | Gold standard (’best in class’) | Silver standard (‘Good’) | **Bronze standard ** (‘Publishable’) |
---|---|---|---|---|
Demand profiles - current | CE & UD | Hourly data from data owner by sector and zoned location in the highest resolution. Available for reference year e.g. (2023) | Shape of the demand at the national-level synthetically generated from any year (e.g. 2015 when our reference is 2023) | Profile is generated using a profile from a proxy country. |
Demand profiles - future | CE & UD | Shape of the demand profile changes based on weather (linked) and degree of electrification. Synthetic methodology applied (TBD). | Shape of the demand profile changes based on weather year only (linked). | Shape of the demand profile does not change in the future. |