The twin-federated-loop architecture: a privacy-preserving and personalized approach to thermal comfort management

This journal article presents the Twin-Federated-Loop architecture, focusing on privacy preservation and personalization in thermal comfort management.

Research article

Hajer Chtioui
Mohamed Khayri Rahmani
Mireille Gettler Summa
Anouar Ben Khalifa

This journal article presents the Twin-Federated-Loop architecture, focusing on privacy preservation and personalization in thermal comfort management.

Publication date: 2026-07-22
Journal / proceedings: Architectural Engineering and Design Management
Publisher: Informa UK Limited
Pages: 1-23
DOI: 10.1080/17452007.2026.2707402

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Citation

Hajer Chtioui; Mohamed Khayri Rahmani; Mireille Gettler Summa; Anouar Ben Khalifa. 2026-07-22. The twin-federated-loop architecture: a privacy-preserving and personalized approach to thermal comfort management. Architectural Engineering and Design Management. 1-23. https://doi.org/10.1080/17452007.2026.2707402

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Scientist

Mohamed Khayri Rahmani

PhD in Electrical Engineering

Mohamed Khayri Rahmani holds a PhD in Electrical Engineering and researches AI-driven energy efficiency and intelligent control.

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ExpertScientific BoardScientist

Dr Mireille Esther Gettler Summa

Senior Scientific Advisor — Data Science, Machine Learning & Applied AI

Mathematician and Data Science researcher with more than four decades of experience spanning statistical learning, Machine Learning, European R&I and applied AI.

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Publication by a BECOME Researcher

Affiliations as published: Hajer Chtioui: Université de Sousse, Ecole Nationale d’Ingénieurs de Sousse, LATIS - Laboratory of Advanced Technology and Intelligent Systems
Mohamed Khayri Rahmani: Université de Sousse, Ecole Nationale d’Ingénieurs de Sousse, LATIS - Laboratory of Advanced Technology and Intelligent Systems; Be Excellent Creative Optimist Motivated Energic Sasu (BECOME)
Mireille Gettler Summa: Be Excellent Creative Optimist Motivated Energic Sasu (BECOME); University of Paris Nanterre
Anouar Ben Khalifa: Université de Sousse, Ecole Nationale d’Ingénieurs de Sousse, LATIS - Laboratory of Advanced Technology and Intelligent Systems; Université de Jendouba, Institut National des Technologies et des Sciences du Kef
ISSN: 1745-2007, 1752-7589

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