Giovanni Tardioli

Identification of representative buildings and building groups in urban datasets using a novel pre-processing, classification, clustering and predictive modelling approach

Giovanni Tardioli, Ruth Kerrigan, Mike Oates et al. · Building and Environment · 2018 · 122 citations

Planning, Building Science, Urban Planning +16

Data Driven Approaches for Prediction of Building Energy Consumption at Urban Level

Giovanni Tardioli, Ruth Kerrigan, Mike Oates et al. · Energy Procedia · 2015 · 110 citations · Full text

Architecture, Architectural Engineering, Building Science +17

A methodology for calibration of building energy models at district scale using clustering and surrogate techniques

Giovanni Tardioli, Aditya Narayan, Ruth Kerrigan et al. · Energy and Buildings · 2020 · 58 citations

Architecture, Architectural Engineering, Building Science +16

An Innovative Modelling Approach Based on Building Physics and Machine Learning for the Prediction of Indoor Thermal Comfort in an Office Building

Giovanni Tardioli, Ricardo Scheid Filho, Pierre Bernaud et al. · Buildings · 2022 · 29 citations · Full text

Architecture, Architectural Engineering, Building Science +17

Assessment of Carbon-Aware Flexibility Measures From Data Centres Using Machine Learning

M. Saeed Misaghian, Giovanni Tardioli, Adalberto Guerra Cabrera et al. · IEEE Transactions on Industry Applications · 2022 · 17 citations · Full text

Architecture, Building Science, Computer Science +17