# Estimating Dynamic Load Parameters from Ambient PMU Measurements

## TL;DR

This paper introduces a new method for estimating dynamic load parameters using ambient PMU data, avoiding the need for large disturbances and providing continuous, real-time updates with demonstrated accuracy and robustness.

## Contribution

The paper presents a novel ambient measurement-based algorithm for dynamic load parameter estimation that operates continuously without large disturbances.

## Key findings

- Method accurately estimates load parameters in simulations.
- Algorithm is robust to measurement noise.
- Provides real-time updates of load parameters.

## Abstract

In this paper, a novel method to estimate dynamic load parameters via ambient PMU measurements is proposed. Unlike conventional parameter identification methods, the proposed algorithm does not require the existence of large disturbance to power systems, and is able to provide up-to-date dynamic load parameters consistently and continuously. The accuracy and robustness of the method are demonstrated through numerical simulations.