Grida: introducing a self-learning artificial intelligence for autonomous network planning

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Paper number
1116
Working Group Number
Conference name
CIRED 2019
Conference date
3-6 June 2019
Conference location
Madrid, Spain
Peer-reviewed
Yes
Short title
Convener
Authors
van der Mei, Age, Duinn, Netherlands
Doomernik, Jan-Peter , Enexis Netbeheer, Netherlands
Abstract
This paper presents a self-learning artificial intelligence for grid planning. The self-learning means that no expert input data is required, which is a large advantage in electricity distribution planning with little expert data for optimal grids. The performance of the self-learning agent is comparable to existing grid design when compared to real-life grids of a festival of 7.000 people and a city center of 26.000 people.
Table of content
Keywords
Publisher
AIM
Date
2019-06-03
Permanent link to this record
https://cired-repository.org/handle/20.500.12455/300
http://dx.doi.org/10.34890/528
ISSN
2032-9644
ISBN
978-2-9602415-0-1