Digital tools for the built environment have never been so powerful, or so easy to misuse. This book exposes the hidden gap between the sophistication of BIM, digital twins, and machine learning, and the methodological rigour needed to trust their results. From energy retrofits in Rome to photovoltaic potential on a Campanian motorway, it stress-tests real methods under real conditions, asking not which tool to choose, but when to believe what it tells you.

Integrated methodologies for the built environment / Piras, G.. - (2026), pp. 1-190.

Integrated methodologies for the built environment

Giuseppe Piras
2026

Abstract

Digital tools for the built environment have never been so powerful, or so easy to misuse. This book exposes the hidden gap between the sophistication of BIM, digital twins, and machine learning, and the methodological rigour needed to trust their results. From energy retrofits in Rome to photovoltaic potential on a Campanian motorway, it stress-tests real methods under real conditions, asking not which tool to choose, but when to believe what it tells you.
2026
979-12-5669-443-3
built environment; bim; digital twin; digital modelling; ai; machine learning; internet of things; energy efficinecy; renewable energy
03 Monografia::03a Saggio, Trattato Scientifico
Integrated methodologies for the built environment / Piras, G.. - (2026), pp. 1-190.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1772986
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