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stat.AP2024
Measurement Uncertainty Impact on Koopman Operator Estimation of Power System Dynamics
P. Algikar, P. Sharma, M. Netto +1
Sensor measurements are mission-critical for monitoring and controlling power systems because they provide real-time insight into the grid operating condition; however, confidence…
stat.ME2024
Statistical analysis and method to quantify the impact of measurement uncertainty on dynamic mode decomposition
P. Algikar, P. Sharma, M. Netto +1
We apply random matrix theory to study the impact of measurement uncertainty on dynamic mode decomposition. Specifically, when the measurements follow a normal probability density…