Nonlinear dynamic model evaluation from disturbance measurements

Authors
Citation
Ia. Hiskens, Nonlinear dynamic model evaluation from disturbance measurements, IEEE POW SY, 16(4), 2001, pp. 702-710
Citations number
28
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON POWER SYSTEMS
ISSN journal
08858950 → ACNP
Volume
16
Issue
4
Year of publication
2001
Pages
702 - 710
Database
ISI
SICI code
0885-8950(200111)16:4<702:NDMEFD>2.0.ZU;2-I
Abstract
The nonlinear nonsmooth nature of power system dynamics complicates the pro cess of validating system models from disturbance measurements. This paper uses a Gauss-Newton method to compute a set of model parameters that provid e the best fit between measurements and model response. Trajectory sensitiv ities are used to identify parameters that can be reliably estimated from a vailable measurements. An overview of trajectory sensitivity analysis is pr ovided. An example based on the Nordel system is used throughout the paper to illustrate the various concepts. This example exhibits both soft and har d nonlinearities.