Artificial Intelligence and Machine Learning
Reference Number
ENWL020
Title
Artificial Intelligence and Machine Learning
Status
Completed
Energy Categories
Other Cross-Cutting Technologies or Research
Other Power and Storage Technologies(Electricity transmission and distribution)
Other Power and Storage Technologies(Electricity transmission and distribution)
Research Types
Applied Research and Development
Science and Technology Fields
PHYSICAL SCIENCES AND MATHEMATICS (Computer Science and Informatics)
UKERC Cross Cutting Characterisation
Not Cross-cutting
Principal Investigator
Project Contact
Electricity North West Limited
Electricity North West Limited
Award Type
Network Innovation Allowance
Funding Source
Ofgem
Start Date
01 October 2018
End Date
01 October 2021
Duration
ENA months
Total Grant Value
£825,000
Industrial Sectors
Power
Region
North West
Programme
Web Site
Objectives
This project will investigate the application of artificial intelligence and machine learning to datasets already collected to provide additional insight into the network and its assets. This project will be a research piece investigating the application of machine learning and artificial intelligence to data already being collected by low voltage monitoring equipment and transformer monitoring equipment already deployed on the network. The research will investigate whether machine learning can be used to identify hidden trends and make recommendations for network investment. 1. Collate data from the various systems2. Build, train and evaluate a model to classify and work with the data 3.Produce recommendations for network operation and investment.
Abstract
This project will investigate the application of artificial intelligence and machine learning to datasets to provide additional insight into the network and its assets.
Data
No related datasets
Projects
No related projects
Publications
No related publications
Added to Database
09/11/22
