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Western Power Distribution Data Challenge 2: Estimating EV Charger Demand

This is the second of three Western Power Distribution (WPD) short data challenges! The aims of these challenges include:

  1. Demonstrating the value in making data openly available

  2. Increasing the visibility of some of the challenges network operators face

  3. Increase the understanding of the different ways to tackle some of these problems

  4. Providing high quality and accurate benchmarks with which to enable innovation and research

This challenge aims to estimate the increased demand created on primary substations by the installation of electric vehicle (EV) chargers. High uptakes of EVs will cause more strain on the distribution networks, especially at the low voltage level where there is limited headroom for high demand technologies such as EVs. Unfortunately, the amount of EV chargers installed, and hence the potential extra demand on a network, may be unknown, even to a distribution network operator (DNOs). However, DNOs do monitor the demand at the substation level and this shows the aggregated demand from all connected appliances and, in addition, many DNOs do have example data for EV demand. The ask for this challenge is whether this information can be combined with other data to help predict the increased demand generated from EV chargers on a network.

All the slides from the kick-off and other information can be found on the LinkedIn group and the recording from the kick-off event will be uploaded shortly after the event. The challenge page is here: https://codalab.lisn.upsaclay.fr/competitions/1324

Data Files

Name Format Last Changed Download
Phase 1 Popular zip
7 months ago
Example charger profiles Popular zip
7 months ago
Weather data link Popular
7 months ago
Electric Nation Popular
7 months ago
Phase 2 Popular zip
6 months ago
Phase 1 Solution Popular csv
6 months ago
Challenge completion data Popular zip
5 months ago

Additional Info

Field Value
Uploaded Date January 19, 2022, 10:26 (UTC)
Creator Western Power Distribution
Rights WPD Open Data Licence
Contributor Digitalisation & Data
Identifier ODC2
Publisher Western Power Distribution
Language EN

Integrate this dataset using cURL

# Get a list of dataset's resources

curl -L -s https://connecteddata.westernpower.co.uk/dataset/western-power-distribution-data-challenge-2-estimating-ev-charger-demand/datapackage.json | grep path

# Get resources

curl -L https://connecteddata.westernpower.co.uk/dataset/e66f3ecd-caa4-4a5d-a529-1b4e889bf873/resource/be0685af-c826-49c9-b11d-ec50838d0741/download/phase-1.zip
curl -L https://connecteddata.westernpower.co.uk/dataset/e66f3ecd-caa4-4a5d-a529-1b4e889bf873/resource/31e762a3-7f9f-45b6-b984-df5dc676d468/download/example-charger-profiles.zip
curl -L https://codalab.lisn.upsaclay.fr/competitions/1324#participate-get_starting_kit
curl -L https://connecteddata.westernpower.co.uk/dataset/electric-nation
curl -L https://connecteddata.westernpower.co.uk/dataset/e66f3ecd-caa4-4a5d-a529-1b4e889bf873/resource/423aa02c-2a2b-4717-b062-f9948b480fc2/download/western-power-distribution-data-challenge-2_phase2_data.zip
curl -L https://connecteddata.westernpower.co.uk/dataset/e66f3ecd-caa4-4a5d-a529-1b4e889bf873/resource/d325084b-eac3-4366-934a-a0889fcfcc1b/download/solution_phase1.csv
curl -L https://connecteddata.westernpower.co.uk/dataset/e66f3ecd-caa4-4a5d-a529-1b4e889bf873/resource/644f22ea-b25a-4fde-8589-ed9b71ba7dc3/download/western-power-distribution-data-challenge-2_challenge_completion_data.zip