Including greenhouse gas emissions and behavioural responses in the optimal design of PV self-sufficient energy communities
ISSN: 0332-1649
Article publication date: 24 May 2022
Issue publication date: 3 October 2022
Abstract
Purpose
This paper aims to consider both the greenhouse gas (GHG) emissions and behavioural response in the optimal sizing of solar photovoltaic systems (PV modules and batteries) for energy communities. The objective is to achieve a high self-sufficiency rate whilst taking into account the grid carbon intensity and the global warming potential of system components.
Design/methodology/approach
Operation and sizing of energy communities leads to optimization problems spanning across multiple timescales. To compute the optimisation in a reasonable time, the authors first apply a simulation periods reduction using a clustering approach, before solving a linear programming problem.
Findings
The results show that the minimum GHG emissions is achieved for self-sufficiency rates of 19% in France and 50% in Germany.
Research limitations/implications
The analysis is restricted to specific residential profiles: further work will focus on exploring different types of consumption profiles.
Practical implications
This paper provides relevant self-sufficiency orders of magnitude for energy communities.
Originality/value
This paper combines various approaches in a single use case: environmental considerations, behavioural response as well as multi-year energy system sizing.
Keywords
Acknowledgements
The authors would like to thank their thesis tutors in the G2Elab, in alphabetical order: Raphael Caire, Stéphanie Chollet, Vincent Debusschere, Benoit Delinchant and Frédéric Wurtz, as well as Stéphane Ploix from the GSCOP and Thomas Jusselme from HEIA-FR.
Supplementary materials: A Gitlab repository including the code and data sources as well as detailed notebook is available: https://gricad-gitlab.univ-grenoble-alpes.fr/coignarj/publi-autoconso-acv
Citation
Hodencq, S., Coignard, J., Twum-Duah, N.K. and Neves Mosquini, L.H. (2022), "Including greenhouse gas emissions and behavioural responses in the optimal design of PV self-sufficient energy communities", COMPEL - The international journal for computation and mathematics in electrical and electronic engineering, Vol. 41 No. 6, pp. 2072-2083. https://doi.org/10.1108/COMPEL-10-2021-0392
Publisher
:Emerald Publishing Limited
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