Donal Finn

发表

Mapping the energy flexibility potential of single buildings equipped with optimally-controlled heat pump, gas boilers and thermal storage

Mattia De Rosa, Francesco D’Ettorre, Paolo Conti, 2019, Sustainable Cities and Society.

Ensemble Calibration of lumped parameter retrofit building models using Particle Swarm Optimization

Donal Finn, William J.N. Turner, Carlos Andrade-Cabrera, 2017 .

A Centralised Soft Actor Critic Deep Reinforcement Learning Approach to District Demand Side Management through CityLearn

Eleni Mangina, Donal Finn, Anjukan Kathirgamanathan, 2020, ArXiv.

A Data-Driven Modelling Approach for Large Scale Demand Profiling of Residential Buildings

Ruth Kerrigan, James O'Donnell, Donal Finn, 2017 .

Data for Urban Scale Building Energy Modelling: Assessing Impacts and Overcoming Availability Challenges

Donal Finn, François Maréchal, Solène Goy, 2020, Energies.

Integrated cost-optimal residential envelope retrofit decision-making and power systems optimisation using Ensemble models

Donal Finn, Carlos Andrade-Cabrera, Ciara O'Dwyer, 2020 .

A set of comprehensive indicators to assess energy flexibility: a case study for residential buildings

Francesco D’Ettorre, Donal Finn, Marcus Brennenstuhl, 2019, E3S Web of Conferences.

Towards standardising market-independent indicators for quantifying energy flexibility in buildings

Thibault Péan, Jaume Salom, Kun Zhang, 2020 .

Economic assessment of flexibility offered by an optimally controlled hybrid heat pump generator: a case study for residential building

Francesco D’Ettorre, Paolo Conti, Daniele Testi, 2018 .

Development of occupancy-integrated archetypes: Use of data mining clustering techniques to embed occupant behaviour profiles in archetypes

Donal Finn, William J.N. Turner, Giuseppina Buttitta, 2019, Energy and Buildings.

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

Ruth Kerrigan, Donal Finn, Michael Oates, 2020 .

Definition of a useful minimal-set of accurately-specified input data for Building Energy Performance Simulation

James O'Donnell, Donal Finn, Fabiano Pallonetto, 2018 .

A fundamental unified framework to quantify and characterise energy flexibility of residential buildings with multiple electrical and thermal energy systems

Eleni Mangina, Donal Finn, Fabiano Pallonetto, 2021 .

A Study on the Trade-off between Energy Forecasting Accuracy and Computational Complexity in Lumped Parameter Building Energy Models

Mattia De Rosa, Donal Finn, Carlos Andrade-Cabrera, 2018 .

On the assessment and control optimisation of demand response programs in residential buildings

Francesco D’Ettorre, Donal Finn, Fabiano Pallonetto, 2020, Renewable and Sustainable Energy Reviews.

An Iterative Methodology for Model Complexity Reduction in Residential Building Simulation

Mattia De Rosa, Donal Finn, Marcus Brennenstuhl, 2019 .

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

Ruth Kerrigan, Donal Finn, M. R. Oates, 2015 .