• Efficient streaming dynamic mode decomposition [Code]

preprint, arXiv:2507.03770v1

2025

• Participation factors for nonlinear autonomous dynamical systems in the Koopman operator framework

IEEE Trans Autom Control (early access)

2025

• Statistical analysis and method to quantify the impact of measurement uncertainty on dynamic mode decomposition

IEEE Conf Decis Control, pp. 4373-4379

2024

• A general decentralized dynamic state estimation with synchronous generator magnetic saturation

IEEE Trans Power Syst 38 (1), pp. 960-963

2023

• Measurement placement in electric power transmission and distribution grids: Review of concepts, methods, and research needs

IET Gener Transm Distrib 16, pp. 805-838

2022

• Power system inertia estimation: Review of methods and the impacts of converter-interfaced generations [2023 Best Paper Award]

Int J Electr Power Energy Syst 134, p. 107362

2022

• On analytical construction of observable functions in extended dynamic mode decomposition for nonlinear estimation and prediction

IEEE Control Syst Lett 5 (6), pp. 1868-1873

2021

• Roles of dynamic state estimation in power system modeling, monitoring and operation [2022 TPWRS Oustanding Paper]

IEEE Trans Power Syst 36 (3), pp. 2462-2472

2021

• Automated construction of clear-sky dictionary from all-sky imager data

Solar Energy 212, pp. 73-83

2020

• Power system dynamic state estimation: Motivations, definitions, methodologies, and future work [2021 TPWRS Oustanding Paper]

IEEE Trans Power Syst 34 (4), pp. 3188-3198

2019

• Data-driven participation factors for nonlinear systems based on Koopman mode decomposition

IEEE Control Syst Lett 3 (1), pp. 198-203

2019

• A robust data-driven Koopman Kalman filter for power systems dynamic state estimation

IEEE Trans Power Syst 33 (6), pp. 7228-7237

2018

• Robust Koopman operator-based Kalman filter for power systems dynamic state estimation [Best Conference Papers on Power System Modeling and Analysis]

IEEE PESGM, Portland, OR, pp. 1-5

2018

• A robust iterated extended Kalman filter for power system dynamic state estimation

IEEE Trans Power Syst 32 (4), pp. 3205-3216

2017

• A robust extended Kalman filter for power system dynamic state estimation using PMU measurements [Second Prize, IEEE PES General Meeting Student Poster Contest]

IEEE PESGM, Boston, MA, pp. 1-5

2016