Artificial Intelligence for Microgrid Planning

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CIRED 2018 Ljubljana WS - 0303 - 21060.pdf (604.27 KB)
Paper number
0303
Working Group Number
Conference name
CIRED 2018 Ljubljana Workshop
Conference date
7 - 8 June 2018
Conference location
Ljubljana, Slovenia
Peer-reviewed
Yes
Short title
Convener
Authors
Van der Mei, Age, Duinn, The Netherlands
Doomernik, Jan-Peter, Enexis, The Netherlands
Abstract
This paper puts forth how artificial intelligence could assist in the intelligent design of microgrid energy systems. The planning of microgrids entails many interacting variables and trade-offs between efficiency, economy and reliability. In order for an artificial intelligence to assist human planners it has to generate optimal designs based on the input and performance criteria. This paper showcases a basic learning neural network to generate a microgrid design for a mid-sized city.
Table of content
Keywords
Publisher
AIM
Date
2018-06-07
Published in
CIRED 2018 Ljubljana Workshop on Microgrids and Local Energy Communities
Permanent link to this record
https://www.cired-repository.org/handle/20.500.12455/1062
http://dx.doi.org/10.34890/20
ISSN
2032-9628
ISBN
978-2-9602415-1-8