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Fast and revenue-oriented protection of radial LV cables with smart battery operation

Authors :
Ramezani, Sara
Höning, Nicolas
Poutré, Han
Suganthan, P.N.
Fogel, D.
Centrum Wiskunde & Informatica, Amsterdam (CWI), The Netherlands
Intelligent and autonomous systems
Source :
CIASG
Publication Year :
2013
Publisher :
IEEE, 2013.

Abstract

Low-voltage radial electricity cables will have more and more difficulties to carry the increasing load of novel consumption devices (e.g. electric vehicles) and the expected generated input of decentrally-generated power (e.g. from photovoltaic cells). One solution to avoid replacement is to install a battery at the end of a cable which is expected to be overloaded frequently. The intelligent operation of this battery needs to combine the protection of the cable with optimizing its revenue, in order to be economically viable. This paper formulates the offline optimization problem and proposes two robust heuristic online strategies. We show in computer simulations that these heuristics, which make fast just-in-time responses, reliably deliver good results. Our second heuristic, H2, reaches up to 83% of the approximated theoretical optimum.

Details

Database :
OpenAIRE
Journal :
2013 IEEE Computational Intelligence Applications in Smart Grid (CIASG)
Accession number :
edsair.doi.dedup.....d3d240e8a726bfdbb7816fc95fb7153e
Full Text :
https://doi.org/10.1109/ciasg.2013.6611506