National-scale Building Energy Models based on Energy Performance Certificates
This repository contains some of the scripts and documentation from my PhD research on data-driven methodologies for building efficiency within the district heating sector. It includes R scripts for time series analysis, machine learning, and energy optimization using smart heat meter data.
A Vue component to dynamically display scalable Energy Performance Certificates (EPC's)
Parse Energy Performance Certificates and Display Energy Certificates for the UK
Decision support for energy efficiency investments derisking
Analysis of localised heat-housing trajectories for neighbourhoods in England and Wales.
Generating a small-area classification of efficiency in the private rental sector in England and Wales, using Energy Performance Certificate data and k-means clustering.
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