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

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CIRED 2019 - 1116.pdf (484.57 KB)

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.

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Keywords

Publisher

AIM

Date

2019-06-03

Published in

CIRED 2019 Conference

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