Deep reinforcement learning for home energy management system control P Lissa, C Deane, M Schukat, F Seri, M Keane, E Barrett Energy and AI 3, 100043, 2021 | 176 | 2021 |
Transfer learning applied to DRL-Based heat pump control to leverage microgrid energy efficiency P Lissa, M Schukat, M Keane, E Barrett Smart Energy 3, 100044, 2021 | 41 | 2021 |
Transfer Learning Applied to Reinforcement Learning-Based HVAC Control P Lissa, M Schukat, E Barrett SN Computer Science 1 (3), 1-12, 2020 | 38 | 2020 |
Machine Learning Methods Applied to Building Energy Production and Consumption Prediction P Lissa, D Peretti, M Schukat, E Barrett, F Seri, M Keane 27th Irish Conference on Artificial Intelligence and Cognitive Science (AICS), 2019 | 5 | 2019 |
Survey on Technologies Driving the Smart Energy Sector J Stöckl, M Makoschitz, T Strasser, LM Blanes, V Janev, P Lissa, F Seri 2021 29th Telecommunications Forum (TELFOR), 1-4, 2021 | 2 | 2021 |
Case study of Aran Islands: Optimal demand response control of heat pumps and appliances M Jelic, D Pujic, N Tomaševic, P Lissa, DP Correa, M Keane Industrial Demand Response: Methods, Best Practices, Case Studies, and …, 2022 | 1 | 2022 |
Clustering Analysis to Support Demand Response Programs D Peretti Correa, LM Blanes Restoy, P Lissa, M Keane International Conference on Smart and Innovative energy management …, 2023 | | 2023 |
Reinforcement Learning for Residential Energy Management System Control P Lissa NUI Galway (PhD Thesis), 2021 | | 2021 |
Demand Response for residential buildings: Case studies and DR program design by the RESPOND project P Lissa, F Seri, M Keane 4th Annual APEEN Conference, 2019 | | 2019 |