Data

This page inidactes all data sources used. Primarly data from publicaly available open-sources have been used. The only exception on this is the low voltage transformer capacity, which has been distributed under NDA.

The public data can be downloaded, directly from its sources, or the actual data used in the model from the github repositories. The list below is a general overview of main data sources used.

• Get data neighborhood model

• Get data province model

Overview of data sources

Data sources

Description	Source	Year	Accesability
Neighborhood characteristics
Building characteristics	BAG	2021	Open data
Building insulation levels	RVO EP-Online	2021	Open data
Demographic characteristics	PDOK	2021	Open data
Grid topology	Enexis	2021	Open data
Low-voltage transformer capacity	Enexis	2022	Under NDA
Building locations	BAG	2021	Open data
Province characteristics
Neighborhood demarcation	PDOK	2021	Open data
Grid topology	Enexis	2021	Open data
Renewable generation sources	RVO SDE++	2022	Open data
Heat sources	Startanalyse Expertise Centrum Warmte	2021	Open data
Energy supply and demand
Annual household energy demand (DHW, room heating, electricity)	PBL Vesta MAIS	2021	Open-source model
Annual neighborhood energy demand per strategy	Startanalyse PBL Vesta MAIS	2020	Open-source model
DHW hourly profile	DHWCalc	2005	Open-source model
Travel behavior patterns	Albatross	2022	Closed scientific model
Electricity hourly demand profile	NEDU	2021	Open data
Gas hourly demand profile	NEDU	2021	Open data
Weather data	KNMI	2019	Open data
Costs
Cost assumptions on insulation, district heating and inhouse heating solutions	PBL Vesta MAIS	2021	Open-source model
Emissions
Emission factors natural gas, green gas, residual heat, and fuels	Lijst emissiefactoren	2022	Open data

Subtitute non-public data

To substitute this data for public usage of the model the transformer capacity can be seen as a funtion from the connected households, averiging a capacity of 1.5kW per household.