KIT | KIT-Bibliothek | Impressum | Datenschutz

Combining LiDAR with Cellular Automata Modeling for Thermal Analysis of Building Envelope

Khaddor, Yasser ; Bernoussi, Abdes Samed; Byari, Mohamed 1
1 Institut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU), Karlsruher Institut für Technologie (KIT)

Abstract:

Traditional methods for modeling heat transfer in the building envelope often struggle to capture complex geometries and include material heterogeneity. In this work, we introduce a novel approach combining mathematical modeling through cellular automata (CA) with geometrical capturing through light detection and ranging (LiDAR) to analyse the thermal performance of building facades. Physical data for the model are collected using LiDAR scanning, which provides precise digital representations of facade geometry and captures structural complexity, and CA modeling is used to simulate heat transfer, accounting for variations in material properties and detailed geometric features. We applied the model to a real building in Northern Morocco, the results showed the effecet of shading on reducing energy loads of the building. The model was evaluated using infrared thermal imaging. By integrating LiDAR as a data acquisition tool with mathematical and computational methods, this approach offers a robust framework for evaluating the thermal performance of building facades.


Verlagsausgabe §
DOI: 10.5445/IR/1000183797
Veröffentlicht am 15.08.2025
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU)
Publikationstyp Zeitschriftenaufsatz
Publikationsdatum 30.04.2025
Sprache Englisch
Identifikator ISSN: 2369-0739, 2369-0747
KITopen-ID: 1000183797
Erschienen in Mathematical Modelling of Engineering Problems
Verlag International Information and Engineering Technology Association (IIETA)
Band 12
Heft 4
Seiten 1091 – 1100
Schlagwörter CA, LiDAR scanning, heat transfer simulation, lattice
Nachgewiesen in OpenAlex
Dimensions
Scopus
Globale Ziele für nachhaltige Entwicklung Ziel 11 – Nachhaltige Städte und Gemeinden
KIT – Die Universität in der Helmholtz-Gemeinschaft
KITopen Landing Page