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Cluster analysis and conditional copula: a joint approach to analyse energy demand
Conference proceeding   Peer reviewed

Cluster analysis and conditional copula: a joint approach to analyse energy demand

Francesca Marta Lilja Di Lascio and Roberta Pappadà
ClaDaG 2023 - Book of abstracts and short papers, pp.427-430
Cladag 2023 - 14th Scientific Meeting Classification and Data Analysis Group (Salerno, 11/09/2023–13/09/2023)
2023
Handle:
https://hdl.handle.net/10863/37736

Abstract

Ali-Mikhail-Haq copula Cluster analysis conditional copula Thermal energy demand
In this work we investigate the thermal energy demand (TED) in urban areas through a copula-based approach. The proposed method enables the characterization of the probability law of TED under extreme weather conditions and for specific groups of buildings. In particular, we show how building characteristics, such as energy class and heating surface, may worsen or mitigate the impact of extreme scenarios.
url
https://www.statlab-unisa.it/cladag2023/book-of-abstracts/View

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