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 Experimental Evidence on Latency in a Fleet of Controllable Water Heaters November, 2023 The Empirical Effect of Fleet Optimization on Synchronization and Rebound Effects in Heat Pump Water Heaters 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
The Empirical Effect of Fleet Optimization on Synchronization and Rebound Effects in Heat Pump Water Heaters November, 2023