Helia Zandi Contact ZANDIH@ORNL.GOV All Publications Hybrid Heat Pump Controls: Conventional Dual Fuel versus Seamlessly Fuel Flexible Heat Pump Demonstration of Intelligent HVAC Load Management With Deep Reinforcement Learning: Real-World Experience of Machine Learning... COVID-19 Pandemic Ramifications on Residential Smart Homes Energy Use Load Profiles... A System of Agents for Supporting Optimization and Control of a Connected Community Deep Reinforcement Learning for Autonomous Water Heater Control Comparative analysis of model-free and model-based HVAC control for residential demand response Impact of Connected Communities Model-Based and Data-Driven HVAC Control Strategies for Residential Demand Response Approximating Nash Equilibrium in Day-Ahead Electricity Market Bidding with Multi-Agent Deep Reinforcement Learning Methodology for interpretable reinforcement learning model for HVAC energy control... Multi-task Deep Reinforcement Learning for Intelligent Multi-zone Residential HVAC Control A Real-time Agent Based Optimization and Control Approach for Residential Building Heating Ventilation and Air Conditioning Systems Double Deep Q-Networks for Optimizing Electricity Cost of a Water Heater Data Analysis Approach for Large Data Volumes in a Connected Community Deep Reinforcement Learning for Residential HVAC Control with Consideration of Human Occupancy A Comprehensive Scheduling Framework using SP-ADMM for Residential Demand Response with Weather and Consumer Uncertainties Intelligent Multi-zone Residential HVAC Control Strategy based on Deep Reinforcement Learning Electricity Pricing aware Deep Reinforcement Learning based Intelligent HVAC Control Evaluating the Adaptability of Reinforcement Learning Based HVAC Control for Residential Houses BI-LEVEL OPTIMIZATION FOR ELECTRICITY TRANSACTION IN SMART COMMUNITY WITH MODULAR PUMP HYDRO STORAGE A Scalable and Distributed Algorithm for Managing Residential Demand Response Programs using Alternating Direction Method of Multipliers (ADMM) An Automatic Learning Framework for Smart Residential Communities... Power Grid Simulation Testbed for Transactive Energy Management Systems SMART TECHNOLOGIES ENABLE HOMES TO BE EFFICIENT AND INTERACTIVE WITH THE GRID Real-Time MPC for Residential Building Water Heater Systems to Support the Electric Grid Pagination First page « First Previous page ‹â¶Ä¹ Page 1 Current page 2 Page 3 Next page ›â¶Äº Last page Last » Key Links 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
