Open Access Articles

• Effects of occupant thermostat preferences and override behavior on residential demand response in CityLearn (2024) https://doi.org/10.1016/j.enbuild.2024.114830 
• A portable application framework for energy management and information systems (EMIS) solutions using Brick semantic schema (2024) https://doi.org/10.1016/j.enbuild.2024.114802 
• Validation of a Model Predictive Control Strategy on a High Fidelity Building Emulator (2024) https://doi.org/10.3390/en17205117 
• Real building implementation of a deep reinforcement learning controller to enhance energy efficiency and indoor temperature control (2024) https://doi.org/10.1016/j.apenergy.2024.123447
• An innovative heterogeneous transfer learning framework to enhance the scalability of deep reinforcement learning controllers in buildings with integrated energy systems (2024) https://doi.org/10.1007/s12273-024-1109-6 
• Building thermal dynamics modeling with deep transfer learning using a large residential smart thermostat dataset (2024) https://doi.org/10.1016/j.engappai.2023.107701 
• A holistic time series-based energy benchmarking framework for applications in large stocks of buildings (2024) https://doi.org/10.1016/j.apenergy.2023.122550
• Thermofluid dynamics and droplets transport inside a large university classroom: Effects of occupancy rate and volumetric airflow (2024) https://doi.org/10.1016/j.jaerosci.2023.106285
• Effective pre-training of a deep reinforcement learning agent by means of long short-term memory models for thermal energy management in buildings (2023) https://doi.org/10.1016/j.enconman.2023.117303
• Data-Driven Fault Detection and Diagnosis: Research and Applications for HVAC Systems in Buildings (2023) https://doi.org/10.3390/en16020854
• Faulty Operation of Coils’ and Humidifier Valves in a Typical Air-Handling Unit: Experimental Impact Assessment of Indoor Comfort and Patterns of Operating Parameters under Mediterranean Climatic Conditions (2022) https://doi.org/10.3390/en15186781
• Enhancing energy management in grid-interactive buildings: A comparison among cooperative and coordinated architectures (2022) https://doi.org/10.1016/j.apenergy.2021.118497
• Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives (2022) https://doi.org/10.1016/j.adapen.2022.100084
• A predictive and adaptive control strategy to optimize the management of integrated energy systems in buildings (2022) https://doi.org/10.1016/j.egyr.2021.12.058
• Online Implementation of a Soft Actor-Critic Agent to Enhance Indoor Temperature Control and Energy Efficiency in Buildings (2021) https://doi.org/10.3390/en14040997
• A Data Analytics-Based Energy Information System (EIS) Tool to Perform Meter-Level Anomaly Detection and Diagnosis in Buildings (2021) https://doi.org/10.3390/en14010237
• Towards an Automated, Fast and Interpretable Estimation Model of Heating Energy Demand: A Data-Driven Approach Exploiting Building Energy Certificates (2019) https://doi.org/10.3390/en12071273
• Optimization and Multicriteria Evaluation of Carbon-neutral Technologies for District Heating (2019) https://doi.org/10.3390/en12091653
• Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities (2018) https://doi.org/10.3390/en11030631
• Discovering Knowledge from a Residential Building Stock through Data Mining Analysis for Engineering Sustainability (2015) https://doi.org/10.1016/j.egypro.2015.12.212
• Fault Detection Analysis of Building Energy Consumption Using Data Mining Techniques (2013) https://doi.org/10.1016/j.egypro.2013.11.057
• Cooling Systems in Data Centers: State of Art and Emerging Technologies (2015) https://doi.org/10.1016/j.egypro.2015.12.168
• Thermal Metrics for Data Centers: A Critical Review (2014) https://doi.org/10.1016/j.egypro.2014.12.401
• Model Predictive Control for Building Active Demand Response Systems (2015) https://doi.org/10.1016/j.egypro.2015.12.169
• Mining typical load profiles in buildings to support energy management in the smart city context (2017) https://doi.org/10.1016/j.egypro.2017.09.545