Massimiliano Manfren
University of Southampton
H-index: 30
Europe-United Kingdom
Top articles of Massimiliano Manfren
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Interpretable Data-Driven Methods for Building Energy Modelling—A Review of Critical Connections and Gaps | Massimiliano Manfren Karla M Gonzalez-Carreon Patrick AB James | 2024/2/14 | |
Probabilistic modelling of seasonal energy demand patterns in the transition from natural gas to hydrogen for an urban energy district | International Journal of Hydrogen Energy | Massimiliano Manfren Karla M Gonzalez-Carreon AbuBakr S Bahaj | 2024/1/2 |
Energy Signature Modeling Towards Digital Twins – Lessons Learned From a Case Study With TRV and GAHP Technologies | Massimiliano Manfren Maria Cristina Tommasino Lamberto Tronchin | 2023/3/21 | |
Interpretable data-driven methods from building design to operation-HEART project case study | M Manfren C Del Pero F Leonforte N Aste RS Adhikari | 2023/6/27 | |
Interpretable data-driven building load profiles modelling for Measurement and Verification 2.0 | Energy | Massimiliano Manfren Benedetto Nastasi | 2023/11/15 |
Parametric simulations to evaluate occupants' behavior incidence on building energy performance-A Passive House case study | Massimiliano Manfren Maria Cristina Tommasino Lamberto Tronchin | 2023/6/6 | |
Lean and interpretable digital twins for building energy monitoring–A case study with Smart Thermostatic Radiator Valves and Gas Absorption Heat Pumps | Energy and AI | Massimiliano Manfren Patrick AB James Victoria Aragon Lamberto Tronchin | 2023/10/1 |
Innovation and knowledge-based growth for low carbon transitions in the built environment. Challenges and open research questions | Rivista Tema, 09(01). https://doi.org/10.30682/tema0901c | Massimiliano Manfren | 2023/5 |
How does a storytelling intervention influence students’ behaviour during a school overheating event | Yu Gao Patrick James Michael Chater Azadeh Montazami Stephanie Gauthier | 2023/9/15 | |
Data-Driven Building Energy Modelling – Generalisation Potential of Energy Signatures Through Interpretable Machine Learning | Massimiliano Manfren Maria Cristina Tommasino Lamberto Tronchin | 2023/3/21 | |
Acceptability of heat pump energy deferral for mitigating peak electricity demands: findings from a UK field trial | Philip Turner Tom Rushby Patrick James Stephanie Gauthier Massimiliano Manfren | 2023/8/16 | |
The Amintore Galli Theatre in Rimini: A Dataset of Building Simulation Tools for its Acoustic Design | Antonella Bevilacqua Massimiliano Manfren Maria Cristina Tommasino Ruoran Yan Lamberto Tronchin | 2023/3/21 | |
Normalisation of measured energy consumption to inform both design and operational decisions | Massimiliano Manfren Giorgia Marenzi Lavinia Chiara Tagliabue Giuseppe Martino Di Giuda Marta Boscariol | 2023/7/10 | |
Data-driven building energy modelling–An analysis of the potential for generalisation through interpretable machine learning | Massimiliano Manfren Patrick AB James Lamberto Tronchin | 2022/10/1 | |
Data-driven load profile modelling for advanced measurement and verification (M&V) in a fully electrified building | Building and Environment | Benedetto Nastasi Massimiliano Manfren Daniele Groppi Mario Lamagna Francesco Mancini | 2022/8/1 |
Envisioning Building-as-Energy-Service in the European context. From a literature review to a conceptual framework | Maurizio Sibilla Massimiliano Manfren | 2022/7/4 | |
Long-term techno-economic performance monitoring to promote built environment decarbonisation and digital transformation—A case study | Sustainability | Massimiliano Manfren Lavinia Chiara Tagliabue Fulvio Re Cecconi Marco Ricci | 2022/1/7 |
On the acoustics of the Teatro 1763 in Bologna | Applied Acoustics | Lamberto Tronchin Francesca Merli Massimiliano Manfren | 2021/1/15 |
Future (p) roof: building resilience of the UK’s roofs for a changing climate | Patrick James Massimiliano Manfren | 2021/12/17 | |
Techno-economic analysis and energy modelling as a key enablers for smart energy services and technologies in buildings | Massimiliano Manfren Benedetto Nastasi Lamberto Tronchin Daniele Groppi Davide Astiaso Garcia | 2021/10/1 |
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