Publications

Journal Publication – BOT, K., LAOUALI, I., RUANO, A. & RUANO, M. D. G. 2021. Home Energy Management Systems with Branch-and-Bound Model-Based Predictive

Control Techniques. Energies, 14, 18, 5852

Journal Publication – BOT, K., SANTOS, S., LAOUALI, I., RUANO, A. & RUANO, M. G. 2021. Design of Ensemble Forecasting Models for Home Energy Management Systems. Energies, 14, 22, 7664

Book Chapter – RUANO, A., BOT, K. & RUANO, M. D. G. 2021. The Impact of Occupants in Thermal Comfort and Energy Efficiency in Buildings. Occupant Behaviour in Buildings: Advances and Challenges. Sharjah, U.A.E.: Bentham Science, 6, 101-137

Journal Publication – LAOUALI, I., RUANO, A., RUANO, M. D. G., BENNANI, S. D. & FADILI, H. E. 2022. Non-Intrusive Load Monitoring of Household Devices Using a Hybrid Deep Learning Model through Convex Hull-Based Data Selection. Energies, 15, 3, 1215

Journal Publication – GOMES, I., K. BOT, M. D. G. RUANO AND A. RUANO 2022. Recent Techniques Used in Home Energy Management Systems: A Review. Energies 15, 8, 2866.

Journal Publication – LAOUALI, I., GOMES, I., RUANO, M. D. G., BENNANI, S. D., FADILI, H. E. & RUANO, A. 2022. Energy Disaggregation Using Multi-Objective Genetic Algorithm Designed Neural Networks. Energies, 15, 23, 9073

Journal Publication – GOMES, I. L. R., RUANO, M. G. & RUANO, A. E. 2023. MILP-based model predictive control for home energy management systems: A real case study in Algarve, Portugal. Energy and Buildings, 281, 112774

Journal Publication – I. L. R. Gomes, M. G. Ruano, and A. E. Ruano, From home energy management systems to communities energy managers: The use of an intelligent aggregator in a community in Algarve, Portugal, Energy Build., vol. 298, 113588

ConferencePublication – GOMES, I. L. R., RUANO, M. G. & RUANO, A. 2023. Minimizing the operation costs of a smart home using a HEMS with a MILP-based model predictive control approach. IFAC-PapersOnLine, 56, 2, 8720-8725

Journal Publication – A. Ruano and M. d. G. Ruano, Designing Robust Forecasting Ensembles of Data-Driven Models with a Multi-Objective Formulation: An Application to Home Energy Management Systems, Inventions, vol. 8, no. 4, p. 96, 2023

Published Dataset – A. Ruano and M. G. Ruano. HEMStoEC: Home Energy Management Systems to Energy Communities DataSet, Zenodo.