Projects
Projects: Projects for Investigator |
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| Reference Number | ENWL020 | |
| Title | Artificial Intelligence and Machine Learning | |
| Status | Completed | |
| Energy Categories | Other Cross-Cutting Technologies or Research 90%; Other Power and Storage Technologies(Electricity transmission and distribution) 10%; |
|
| Research Types | Applied Research and Development 100% | |
| Science and Technology Fields | PHYSICAL SCIENCES AND MATHEMATICS (Computer Science and Informatics) 100% | |
| UKERC Cross Cutting Characterisation | Not Cross-cutting 100% | |
| Principal Investigator |
Project Contact 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 | ||
| Investigators | Principal Investigator | Project Contact , Electricity North West Limited |
| Web Site | https://smarter.energynetworks.org/projects/ENWL020 |
|
| 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 |
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| Projects | No related projects |
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| Publications | No related publications |
|
| Added to Database | 09/11/22 | |
