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System state estimation with asynchronous measurements

Patent ·
OSTI ID:1987131
The present disclosure provides techniques for estimating network states using asynchronous measurements by leveraging network inertia. For example, a device configured in accordance with the techniques of the present disclosure may receive electrical parameter values corresponding to at least one first location within a power network and determine, based on the electrical parameter values and a previous estimated state of the power network, an estimated value of unknown electrical parameters that correspond to a second location within the power network. The device may further cause at least one device within the power network to modify operation based on the estimated value of the unknown electrical parameters. The leveraging of network inertia may obviate the need for probabilistic models or pseudo-measurements.
Research Organization:
National Renewable Energy Laboratory (NREL), Golden, CO (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
AC36-08GO28308
Assignee:
Alliance for Sustainable Energy, LLC (Golden, CO); The Regents of the University of Colorado, a body corporate (Denver, CO)
Patent Number(s):
11,581,733
Application Number:
17/096,651
OSTI ID:
1987131
Country of Publication:
United States
Language:
English

References (5)

State estimation in power distribution networks with poorly synchronized measurements conference December 2014
Dynamic Distribution State Estimation Using Synchrophasor Data journal January 2020
A Robust Iterated Extended Kalman Filter for Power System Dynamic State Estimation journal July 2017
Bayesian linear state estimation using smart meters and PMUs measurements in distribution grids conference November 2014
Dynamic Power Network State Estimation with Asynchronous Measurements conference November 2019

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