rebase.Site¶

Overview¶

Methods¶

Configurations¶

There are currently 4 different supported types of sites:

Solar
Wind
Localized weather
Electricity demand

Each of them requires a specific configuration when being created from rb.Site.create(), which you can find below.

Solar¶

Required attributes¶
Attribute	Description	type
type	Type of site (must be `solar` in this case)	string
name	Name to give your site	string
latitude	Latitude of your site, ranging from `29.5` to `70.5`	float
longitude	Longitude of your site, ranging from `-23.5` to `45.0`	float
azimuth	Orientation of your solar panels, `North = 0, East = 90, South = 180, West = 270` degrees	float
tilt	Tilt of your solar panels `0` to `90` degrees	float
capacity	Capacity of your site. Should be an array containing one object for each capacity change on this format: `[{value: v0, validFrom: d0}, ..., {value: vn, validFrom: dn}]` value of `value` key must be the capacity in kW as a float value of `validFrom` key must be an ISO 8601 formatted date string from when the capacity is valid from	JSON array of JSON objects

Example:

 {
  'type': 'solar',
  'name': 'My solar site',
  'latitude': 53.41,
  'longitude': 5.94,
  'azimuth': 171.3, # 0 = North, 90 = East, 180 = South, 270 = West
  'tilt': 10.3,
  'capacity': [
    {'value': 750.5, 'validFrom': '2019-10-10T00:00:00Z'}, # capacity of site changed to 750.5 kW at this date
    {'value': 500.3, 'validFrom': '2019-04-03T00:00:00Z'}, # site was installed at this date
  ],
}

Wind¶

Required attributes¶
Attribute	Description	type
type	Type of site (must be `wind` in this case)	string
name	Name to give your site	string
latitude	Latitude of your site, ranging from `29.5` to `70.5`	float
longitude	Longitude of your site, ranging from `-23.5` to `45.0`	float
capacity	Capacity of your site. Should be an array containing one object for each capacity change on this format: `[{value: v0, validFrom: d0}, ..., {value: vn, validFrom: dn}]` value of `value` key must be the capacity in kW as a float value of `validFrom` key must be an ISO 8601 formatted date string from when the capacity is valid from	JSON array of JSON objects

Example:

{
  'type': 'wind',
  'name': 'My wind site',
  'latitude': 53.41,
  'longitude': 5.94,
  'capacity': [
    {'value': 4000, 'validFrom': '2019-10-10T00:00:00Z'}, # capacity of site changed to 4000 kW at this date
    {'value': 2000, 'validFrom': '2019-04-03T00:00:00Z'}, # site was installed at this date
  ],
}

Localized weather¶

Required attributes¶
Attribute	Description	type
type	Type of site (must be `localized` in this case)	string
name	Name to give your site	string
latitude	Latitude of your site, ranging from `29.5` to `70.5`	float
longitude	Longitude of your site, ranging from `-23.5` to `45.0`	float
measurement	The type of measurement data to predict Must be one of: `WindSpeed / Temperature / CloudCover`	string

Example:

{
  'type': 'localized',
  'name': 'My localized site',
  'latitude': 53.41,
  'longitude': 5.94,
  'measurement': 'WindSpeed'
}

Electricity demand¶

Required attributes¶
Attribute	Description	type
type	Type of site (must be `load` in this case)	string
name	Name to give your site	string
latitude	Latitude of your site, ranging from `29.5` to `70.5`	float
longitude	Longitude of your site, ranging from `-23.5` to `45.0`	float
nwps	An array of one or more NWPS to train on Must be one or more of: `DWD_ICON-EU` `NCEP_GFS`	JSON array of strings
variables	Array of NWP variables and lags to use in training Available variables: `Temperature` `SolarDownwardRadiation` `WindSpeed` `WindDirection` `CloudCover` Each variable can have an optional array of lags with values in range `-24` to `24`	JSON array of JSON objects
variables	Array of calendar features that should be included in training Available features: `holidays` - If the model should take public holidays into account `hourOfDay` - If the model should take into account which hour of the day it is `dayOfWeek` - If the model should take into account which day of the week it is `weekOfYear` - If the model should take into account which week of the year it is	JSON array of JSON strings

Example:

{
   'type': 'load',
   'name': 'My load site',
   'latitude': 53.41,
   'longitude': 5.94,
   'nwps': ['DWD_ICON-EU', 'NCEP_GFS'],
   'variables': [
       {'name': 'Temperature', 'lag': [-4, -3, -2, -1, 1, 2, 3, 4]},
       {'name': 'SolarDownwardRadiation'},
   ],
   'calendar': ['holidays', 'hourOfDay'],
}

API Reference rebase.Model