Jamie Lian Group Leader, Grid-interactive Controls Group Contact LIANJ@ORNL.GOV All Publications Deploying advanced supervisory control strategies to small- and medium-sized commercial buildings: Case study and lessons learned Thermal and electric multidomain dynamic model for integration of power grid distribution with behind-the-meter devices Transactive control for grid-interactive efficient commercial buildings... Multitarget Control Models for Building Thermal Comfort and Indoor Air Quality - A Critical Review Federated Deep Reinforcement Learning for Decentralized VVO of BTM DERs Resilience Assessment for Distribution Systems during Hurricanes: A Learning-Based Framework Transactive Energy System Deployment Over Insecure Communication Links Unveiling overlooked aspects of model predictive control for building air conditioning systems... Unveiling the role of deployment in the performance of ASHRAE Guideline 36 The Grid Event Signature Library: An Open-Access Repository of Power System Measurement Signatures Impedance-Aware Graph Convolutional Networks for Voltage Estimation in Active Distribution Networks Fast Tuning-Free Distributed Algorithm for Solving the Network-Constrained Economic Dispatch... Impact of Price-Responsive Load and Renewables in an Emission-Aware Power Systems Grid Cost and Total Emissions Reductions Through Mass Deployment of Geothermal Heat Pumps for Building Heating and Cooling El... Hybrid Cyber-attack Detection in Photovoltaic Farms... Two-Level Decentralized-Centralized Control of Distributed Energy Resources in Grid-Interactive Efficient Buildings Enhanced deep neural networks with transfer learning for distribution LMP considering load and PV uncertainties Two-Level Decentralized-Centralized Control of Distributed Energy Resources in Grid-Interactive Efficient Buildings Impact analysis of heating electrification in US buildings with geothermal heat pumps A geo-visual analysis for exploring the socioeconomic benefits of the heating electrification using geothermal energy New data-driven approach to bridging power system protection gaps with deep learning Distributed and communication-efficient solutions to linear equations with special sparse structure Sparse Control Synthesis for Uncertain Responsive Loads With Stochastic Stability Guarantees Cyber-Power Co-Simulation for End-to-End Synchrophasor Network Analysis and Applications On anomaly detection for transactive energy systems with competitive market Organizations Energy Science and Technology Directorate Electrification and Energy Infrastructures Division Energy Systems Integration and Controls Section Grid Interactive Controls Group Building Technologies Program User Facilities Building Technologies Research and Integration Center
News ORNL study projects geothermal heat pumps’ impact on carbon emissions and electrical grid by 2050