Ciaran M. Roberts

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Anomaly Detection

Lyapunov Stability

Reinforcement Learning

Top Venues

Publications

Matthew Bossart, José Daniel Lara, Ciaran M. Roberts, Rodrigo Henriquez-Auba, Duncan S. Callaway, Bri-Mathias S. Hodge
Acceleration of Power System Dynamic Simulations using a Deep Equilibrium Layer and Neural ODE Surrogate. CoRR (2024)
Ciaran M. Roberts, Duncan S. Callaway, Daniel Arnold
Outer-loop Adaptive Control of Converter-Interfaced Generation for Cyber-Physical Security. HICSS (2023)
Daniel B. Arnold, Shammya Saha, Sy-Toan Ngo, Ciaran M. Roberts, Anna Scaglione, Nathan G. Johnson, Sean Peisert, David Pinney
Adaptive Control of Distributed Energy Resources for Distribution Grid Voltage Stability. CoRR (2022)
Daniel Arnold, Sy-Toan Ngo, Ciaran M. Roberts, Yize Chen, Anna Scaglione, Sean Peisert
Adam-based Augmented Random Search for Control Policies for Distributed Energy Resource Cyber Attack Mitigation. ACC (2022)
Daniel B. Arnold, Sy-Toan Ngo, Ciaran M. Roberts, Yize Chen, Anna Scaglione, Sean Peisert
Adam-based Augmented Random Search for Control Policies for Distributed Energy Resource Cyber Attack Mitigation. CoRR (2022)
Ciaran M. Roberts, Sy-Toan Ngo, Alexandre Milesi, Anna Scaglione, Sean Peisert, Daniel B. Arnold
Deep Reinforcement Learning for Mitigating Cyber-Physical DER Voltage Unbalance Attacks. ACC (2021)
Ignacio Losada Carreno, Raksha Ramakrishna, Anna Scaglione, Daniel B. Arnold, Ciaran M. Roberts, Sy-Toan Ngo, Sean Peisert, David Pinney
SoDa: An Irradiance-Based Synthetic Solar Data Generation Tool. SmartGridComm (2020)
Mahdi Jamei, Raksha Ramakrishna, Teklemariam Tesfay, Reinhard Gentz, Ciaran M. Roberts, Anna Scaglione, Sean Peisert
Phasor Measurement Units Optimal Placement and Performance Limits for Fault Localization. IEEE J. Sel. Areas Commun. 38 (1) (2020)
Shammya Shananda Saha, Daniel Arnold, Anna Scaglione, Eran Schweitzer, Ciaran M. Roberts, Sean Peisert, Nathan G. Johnson
Lyapunov Stability of Smart Inverters Using Linearized DistFlow Approximation. CoRR (2020)
Ciaran M. Roberts, José Daniel Lara, Rodrigo Henriquez-Auba, Bala Kameshwar Poolla, Duncan S. Callaway
Grid-Coupled Dynamic Response of Battery-Driven Voltage Source Converters. CoRR (2020)
Rodrigo Henriquez-Auba, José Daniel Lara, Ciaran M. Roberts, Nathan Pallo, Duncan S. Callaway
LITS.jl - An Open-Source Julia based Simulation Toolbox for Low-Inertia Power Systems. CoRR (2020)
Ciaran M. Roberts, Anna Scaglione, Mahdi Jamei, Reinhard Gentz, Sean Peisert, Emma M. Stewart, Chuck McParland, Alex McEachern, Daniel B. Arnold
Learning Behavior of Distribution System Discrete Control Devices for Cyber-Physical Security. IEEE Trans. Smart Grid 11 (1) (2020)
Ciaran M. Roberts, José Daniel Lara, Rodrigo Henriquez-Auba, Bala Kameshwar Poolla, Duncan S. Callaway
Grid-Coupled Dynamic Response of Battery-Driven Voltage Source Converters. SmartGridComm (2020)
Rodrigo Henriquez-Auba, José Daniel Lara, Ciaran M. Roberts, Duncan S. Callaway
Grid Forming Inverter Small Signal Stability: Examining Role of Line and Voltage Dynamics. IECON (2020)
Ciaran M. Roberts, Sy-Toan Ngo, Alexandre Milesi, Sean Peisert, Daniel B. Arnold, Shammya Saha, Anna Scaglione, Nathan G. Johnson, Anton Kocheturov, Dmitriy Fradkin
Deep Reinforcement Learning for DER Cyber-Attack Mitigation. SmartGridComm (2020)
Ciaran M. Roberts, Sy-Toan Ngo, Alexandre Milesi, Sean Peisert, Daniel B. Arnold, Shammya Saha, Anna Scaglione, Nathan G. Johnson, Anton Kocheturov, Dmitriy Fradkin
Deep Reinforcement Learning for DER Cyber-Attack Mitigation. CoRR (2020)
Daniel B. Arnold, Ciaran M. Roberts, Omid Ardakanian, Emma M. Stewart
Synchrophasor data analytics in distribution grids. ISGT (2017)
Mahdi Jamei, Anna Scaglione, Ciaran M. Roberts, Emma M. Stewart, Sean Peisert, Chuck McParland, Alex McEachern
Anomaly Detection Using Optimally-Placed Micro-PMU Sensors in Distribution Grids. CoRR (2017)
Subramanian V. Shastri, Emma M. Stewart, Ciaran M. Roberts
Transformer monitoring using Kalman filtering. CCTA (2017)
Mahdi Jamei, Anna Scaglione, Ciaran M. Roberts, Emma M. Stewart, Sean Peisert, Chuck McParland, Alex McEachern
Automated Anomaly Detection in Distribution Grids Using uPMU Measurements. HICSS (2017)
Emma M. Stewart, Philip Top, Michael Chertkov, Deepjyoti Deka, Scott Backhaus, Andrey Y. Lokhov, Ciaran M. Roberts, Val Hendrix, Sean Peisert, Anthony Florita, Thomas J. King, Matthew J. Reno
Integrated multi-scale data analytics and machine learning for the distribution grid. SmartGridComm (2017)
Mahdi Jamei, Anna Scaglione, Ciaran M. Roberts, Emma M. Stewart, Sean Peisert, Chuck McParland, Alex McEachern
Automated Anomaly Detection in Distribution Grids Using μPMU Measurements. CoRR (2016)
Ciaran M. Roberts, Emma M. Stewart, Federico Milano
Validation of the Ornstein-Uhlenbeck process for load modeling based on µPMU measurements. PSCC (2016)
Emre Can Kara, Ciaran M. Roberts, Michaelangelo D. Tabone, Lilliana Alvarez, Duncan S. Callaway, Emma M. Stewart
Towards Real-Time Estimation of Solar Generation From Micro-Synchrophasor Measurements. CoRR (2016)
Emre Can Kara, Michaelangelo D. Tabone, Ciaran M. Roberts, Sila Kiliccote, Emma M. Stewart
Estimating Behind-the-meter Solar Generation with Existing Measurement Infrastructure: Poster Abstract. BuildSys@SenSys (2016)
Mahdi Jamei, Emma M. Stewart, Sean Peisert, Anna Scaglione, Chuck McParland, Ciaran M. Roberts, Alex McEachern
Micro Synchrophasor-Based Intrusion Detection in Automated Distribution Systems: Toward Critical Infrastructure Security. IEEE Internet Comput. 20 (5) (2016)