Data-Driven Modelling of Non-Domestic Buildings Energy Performance: Supporting Building Retrofit Planning (Paperback)

Introduction.- Building Energy Performance Assessment.- Machine Learning for Building Energy Forecasting.- Building Retrofit Planning.- Machine Learning Models for Prediction of Building Energy Performance.- Building Energy Data Driven Model Improved by Multi-Objective Optimisation.- Modelling Energy Performance of Non-Domestic Buildings.