1 citations · 3 across the 8 of their papers we have counts for
8 papers
Machine Learning-Based State Estimation for an Actual Transmission System Using Field PMU Data
Shiva Moshtagh, Nihar Thakkar, Anamitra Pal +1
Time-synchronized state estimation (SE) plays a critical role in ensuring real-time situational awareness in modern power systems. However, achieving full system observability usin…
A Robust Solver for Phasor-Domain Short-Circuit Analysis with Inverter-Based Resources
Aboutaleb Haddadi, Evangelos Farantatos, Ilhan Kocar
The integration of Inverter-Based Resource (IBR) model into phasor-domain short circuit (SC) solvers challenges their numerical stability. To address the challenge, this paper prop…
Deep Reinforcement Learning for Optimizing Inverter Control: Fixed and Adaptive Gain Tuning Strategies for Power System Stability
Shuvangkar Chandra Das, Tuyen Vu, Deepak Ramasubramanian +3
This paper presents novel methods for tuning inverter controller gains using deep reinforcement learning (DRL). A Simulink-developed inverter model is converted into a dynamic link…
A Multi-Area Architecture for Real-Time Feedback-Based Optimization of Distribution Grids
Ilyas Farhat, Etinosa Ekomwenrenren, John W. Simpson-Porco +3
A challenge in transmission-distribution coordination is how to quickly and reliably coordinate Distributed Energy Resources (DERs) across large multi-stakeholder Distribution Netw…
Data-Driven Fast Frequency Control using Inverter-Based Resources
Etinosa Ekomwenrenren, John W. Simpson-Porco, Evangelos Farantatos +3
To address the control challenges associated with the increasing share of inverter-connected renewable energy resources, this paper proposes a direct data-driven approach for fast…
Time-Synchronized Full System State Estimation Considering Practical Implementation Challenges
Antos Cheeramban Varghese, Hritik Shah, Behrouz Azimian +2
As the phasor measurement unit (PMU) placement problem involves a cost-benefit trade-off, more PMUs get placed on the higher voltage buses. However, this causes many of the lower v…
Data-Driven Fast Frequency Control using Inverter-Based Resources
Etinosa Ekomwenrenren, John Simpson-Porco, Evangelos Farantatos +3
We develop and test a data-driven and area-based fast frequency control scheme, which rapidly redispatches inverter-based resources to compensate for local power imbalances within…
Hierarchical Frequency and Voltage Control using Prioritized Utilization of Inverter Based Resources
Rahul Chakraborty, Aranya Chakrabortty, Evangelos Farantatos +3
We propose a novel hierarchical frequency and voltage control design for multi-area power system integrated with inverter-based resources (IBRs). The design is based on the idea of…