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