Helia Zandi Contact zandih@ornl.gov | 865.574.1619 Publications Autonomous Anomaly Detection for MPC Forecasts of HVAC Systems in Residential Communities... February, 2024 A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings February, 2024 Anomaly detection for MPC forecast in Fleet of Water Heaters December, 2023 Impact of Control on Availability and Cycling of Residential HVAC in a Real-World Experiment... November, 2023 Peak Reduction Using Mode Adjustment of Heat Pump Water Heaters in a Residential Neighborhood... November, 2023 Pagination Current page 1 Page 2 Page 3 … Next page ›› Last page Last » View All Key Links ORCID Organizations Computing and Computational Sciences Directorate Computational Sciences and Engineering Division Advanced Computing Methods for Engineered Systems Section Computational Systems Engineering and Cybernetics Group Energy Science and Technology Directorate Building Technologies Program User Facilities Building Technologies Research and Integration Center
Autonomous Anomaly Detection for MPC Forecasts of HVAC Systems in Residential Communities... February, 2024
A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings February, 2024
Impact of Control on Availability and Cycling of Residential HVAC in a Real-World Experiment... November, 2023
Peak Reduction Using Mode Adjustment of Heat Pump Water Heaters in a Residential Neighborhood... November, 2023