INTELLECTUAL PROPERTY

US9251543B2 Predictive method, apparatus and program product (ATILDA)

US11079786B2 Predictive Method, Apparatus and Program Product for Weather Adjustment of Resource Usage Data

US-20230266366-A1 Methods and Systems for Sinusoidal Signal Distortion Monitoring and Visualization

R&D/Testing Actively developing ATILDA algorithms to calculate historical substation and circuit load growth

R&D/Testing Actively developing power flow algorithms to study power flow over an entire year in a single run

PUBLICATIONS

Sticht, Christopher. "Power System Waveform Classification Using Time-Frequency and CNN" No. ORNL/SPR-2021/2381. Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2022.

Sticht, Christopher Roger, and Stephen Arthur Bukowski. "Power System Waveform Datasets for Machine Learning" No. INL/RPT-23-76029-Rev000. Idaho National Laboratory (INL), Idaho Falls, ID (United States), 2024.

Bukowski, Stephen Arthur, and Christopher Roger Sticht. "Machine Learning in Power System Operations: Training Data" No. INL/CON-23-72799-Rev000. Idaho National Laboratory (INL), Idaho Falls, ID (United States), 2023.

Sun, Haoyuan, et al. "Outage Cause Classification of Power Distribution Systems with Machine Learning and Real-World Data" 2022 IEEE Power & Energy Society General Meeting (PESGM). IEEE, 2022.

Zhao, Jin, et al. "Deep Reinforcement Learning based Model-free On-line Dynamic Multi-Microgrid Formation to Enhance Resilience" IEEE Transactions on Smart Grid 13.4 (2022): 2557-2567.

Ferrari, Maximiliano, et al. "Real-Time Model-Adaptive Relaying Applied to Microgrid Protection" 2023 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT). IEEE, 2023.

Sun, Haoyuan, et al. "Circular Trajectory Approach for Online Sinusoidal Signal Distortion Monitoring and Visualization" IEEE Transactions on Smart Grid 13.4 (2022): 3315-3318.

Restrepo, Juan M., et al. "Surrogate Model for Distribution Networks Influenced by Weather" 2024 Winter Simulation Conference (WSC). IEEE, 2024.

Mukherjee, Srijib, et al. "Adaptive Protective Relay Settings – A Vision to the Future" 2022 IEEE Rural Electric Power Conference (REPC). IEEE, 2022.

Morash, Sean, et al. "Grid Enhancing Technologies Modeling Methodology: Telos Approach" No. INL/MIS-23-71254-Rev000. Idaho National Laboratory (INL), Idaho Falls, ID (United States), 2023.

Morash, Sean, et al. "Grid Enhancing Technologies in ISO-NE" No. INL/MIS-23-71885-Rev000. Idaho National Laboratory (INL), Idaho Falls, ID (United States), 2023.

Abboud, Alexander W., Jake P. Gentle, and Christopher Roger Sticht. "Dynamic Line Rating Forecast Time Frames" No. INL/MIS-23-71499-Rev000. Idaho National Laboratory (INL), Idaho Falls, ID (United States), 2023.

Sticht, Chris. "NERC MISOPS" No. ORNL/SPR-2021/2345. Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2021.

ORCID ID

U.S. Department of Energy

Office of Scientific and Technical Information

INTELLECTUAL PROPERTY

MEDIA

PUBLICATIONS