SSEN Secondary Transformer - Asset Capacity and Low Carbon Technology Growth
The load model is a machine learning product which estimates a half-hourly annual demand profile for each household based on a series of demographic, geographic & heating type factors. To enable us to estimate capacity on the electricity network while protecting individual customers data privacy by using modelled data.
These views are then aggregated up the networks hierarchy based on the combinations of customers associated with each asset. This view is supplemented with the forward distributed forward energy scenarios (DFES) which highlight the expected impact of low carbon technology on the network (LCT) such as heat-pumps or electricity vehicles. The view demonstrated here represents a sample iteration of our evolving network capacity & load model - highlighting estimated peak usage against asset rating.
Title
SSEN Secondary Transformer - Asset Capacity and Low Carbon Technology Growth
Subject
Asset, Distribution Future Energy Scenarios, Energy Data
Creator
SSEN Distribution
Description
The load model is a machine learning product which estimates a half-hourly annual demand profile for each household based on a series of demographic, geographic & heating type factors. To enable us to estimate capacity on the electricity network while protecting individual customers data privacy by using modelled data. These views are then aggregated up the networks hierarchy based on the combinations of customers associated with each asset. This view is supplemented with the forward distributed forward energy scenarios (DFES) which highlight the expected impact of low carbon technology on the network (LCT) such as heat-pumps or electricity vehicles. The view demonstrated here represents a sample iteration of our evolving network capacity & load model - highlighting estimated peak usage against asset rating.
Publisher
SSEN Distribution
Contributor
Date
01 May 2024
Type
Asset Management, Insights, Network Flexibility
Identifier
https://portal-dev.sse.datopian.com/@ssen-distribution/ssen-transformer-load-model
Source
REGEN
Language
EN
Coverage
SEPD
IB1 Sensitivity Class
IB1-O