Research Research groups Member of: Energy and Climate Change Group Southampton Marine and Maritime Institute Research projects Active projects LATENT: Residential Heat as an Energy System Service Researchers: Professor Patrick James Professor AbuBakr Bahaj , Doctor Stephanie Gauthier , Doctor Massimiliano Manfren Sponsor: EPSRC Completed projects Developing a Tool Kit for Knowledge Integration Researchers: Doctor Massimiliano Manfren Massimiliano Manfren - HEART Researchers: Doctor Massimiliano Manfren Demand, supply and storage of low carbon hydrogen for the Solent region – Case study City of Southampton Researchers: Doctor Massimiliano Manfren Doctor Sheida Afshan , Professor Ajit Nayak , Professor AbuBakr Bahaj Publications 72 publications Page 1 of 8 Probabilistic modelling of seasonal energy demand patterns in the transition from natural gas to hydrogen for an urban energy district Massimiliano Manfren, Karla M. Gonzalez-Carreon & Abu Bakr S. Bahaj, 2024, International Journal of Hydrogen Energy, 51, 398-411 DOI: 10.1016/j.ijhydene.2023.05.337 Type: article Interpretable data-driven building load profiles modelling for Measurement and Verification 2.0 Massimiliano Manfren & Benedetto Nastasi, 2023, Energy, 283 DOI: 10.1016/j.energy.2023.128490 Type: article Lean and interpretable digital twins for building energy monitoring – a case study with smart thermostatic radiator valves and gas absorption heat pumps Massimiliano Manfren, Patrick A.B. James, Victoria Aragon & Lamberto Tronchin, 2023, Energy and AI, 14 DOI: 10.1016/j.egyai.2023.100304 Type: article How does a storytelling intervention influence students’ behaviour during a school overheating event Yu Gao, Patrick James, Michael Chater, Azadeh Montazami, Stephanie Gauthier, Philip Turner, Victoria Aragon, Despoina Teli, Trinabh Mittal, Massimiliano Manfren, Stephanie Gauthier, Fergus Nicol, Luisa Brotas & Rosa Schiano-Phan, 2023 DOI: 10.5258/SOTON/P1158 Type: conference Interpretable data-driven methods from building design to operation - HEART project case study M. Manfren, C. Del Pero, F. Leonforte, N. Aste & R.S. Adhikari, 2023 DOI: 10.1109/ICCEP57914.2023.10247491 Type: conference Acceptability of heat pump energy deferral for mitigating peak electricity demands Philip Turner, Tom Rushby, Patrick James, Stephanie Gauthier, Massimiliano Manfren & Abubakr Bahaj, 2023 Type: conference Normalization 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 DOI: 10.35490/EC3.2023.252 Type: conference Innovation and knowledge-based growth for low carbon transitions in the built environment Massimiliano Manfren, 2023, Rivista TEMA, 9(1), 27-40 DOI: 10.30682/tema0901c Type: article Parametric simulations to evaluate occupants' behavior incidence on building energy performance - a Passive House case study Massimiliano Manfren, Maria Cristina Tommasino & Lamberto Tronchin, 2023 DOI: 10.1109/EEEIC/ICPSEurope57605.2023.10194702 Type: conference Data-driven building energy modelling – An analysis of the potential for generalisation through interpretable machine learning Massimiliano Manfren, Patrick AB James & Lamberto Tronchin, 2022, Renewable and Sustainable Energy Reviews, 167 DOI: 10.1016/j.rser.2022.112686 Type: article Pagination 1 2 3 4 5 … Next page Next