On the model granularity and temporal resolution of residential PV-battery system simulation
This paper investigates the impact of model granularity and temporal resolution on simulated energy flow items, self-sufficiency and self-consumption of grid-connected residential PV-battery systems. For such a purpose, three models with increasing levels of granularity are implemented for both PV m...
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Veröffentlicht in: | Developments in the built environment 2021-05, Vol.6, p.100046, Article 100046 |
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Sprache: | eng |
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Zusammenfassung: | This paper investigates the impact of model granularity and temporal resolution on simulated energy flow items, self-sufficiency and self-consumption of grid-connected residential PV-battery systems. For such a purpose, three models with increasing levels of granularity are implemented for both PV modules and batteries. In addition, three temporal resolutions (i.e., 1 s, 1 min, and 1 h) of weather data and building electrical loads are considered. The simulation results for a PV-battery system in Lindenberg, Germany show that temporal resolutions have negligible impact on self-consumption and self-sufficiency, but cause noticeable differences of most power profiles observed in the PV-battery system. As for the impact of model granularity, the self-consumption is approximately 44% for the coarsest models, 48% for the models with the intermediate level of granularity, and 52% for the most refined models; the self-sufficiency is 83%, 78%, and 80%, respectively, for the three models.
•PV and battery are modelled in three granularity levels.•Three temporal resolutions of weather data and building electric load are considered.•Temporal resolutions had negligible impact on self-consumption and self-sufficiency.•Model granularity had more impact on simulation results than temporal resolutions. |
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ISSN: | 2666-1659 2666-1659 |
DOI: | 10.1016/j.dibe.2021.100046 |