3 papers
eess.SY2026
Scalable Impedance Identification of Diverse IBRs via Cluster-Specialized Neural Networks
Quang Manh Hoang, Guilherme Vieira Hollweg, Bang Nguyen +3
Modern machine learning approaches typically identify the impedance of a single inverter-based resource (IBR) and assume similar impedance characteristics across devices. In modern…
eess.SY2024
Short-Term Forecasting of Thermostatic and Residential Loads Using Long Short-Term Memory Recurrent Neural Networks
Bang Nguyen, Mayank Panwar, Rob Hovsapian +1
Internet of Things (IoT) devices in smart grids enable intelligent energy management for grid managers and personalized energy services for consumers. Investigating a smart grid wi…
eess.SY2024
Advanced Control Strategy to Compensate Power Sharing Error and DC Circulating Current in Parallel Single-Phase Inverters
Quoc Nam Trinh, Bang Nguyen, Rob Hovsapian
This paper proposes an advanced control strategy to eliminate both current sharing error and DC circulating current caused by line impedance mismatched and measurement errors in is…