Sensitivity and Collinearity Analysis of Power Plant Machine Parameters During Symmetrical and Unsymmetrical Faults

Kebabci M. B., ERDEN F., GÖL M.

2025 IEEE Kiel PowerTech, PowerTech 2025, Kiel, Germany, 29 June - 03 July 2025, (Full Text) identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/powertech59965.2025.11180699
  • City: Kiel
  • Country: Germany
  • Keywords: parameter calibration, power system modeling, sensitivity
  • Middle East Technical University Affiliated: Yes

Abstract

Dynamic modeling accuracy of the power system components highly depends on the parameters, which can be erroneous due to human errors, deployment test analysis, and equipment aging. While recently developed online calibration tools make use of the PMU measurements and symmetrical fault measurements, the identifiability of the machine parameters during different transients still needs to be performed. This study additionally focuses on the unsymmetrical faults which are more common in the grid. Two-axis synchronous machine model parameters are studied in the Sensitivity and Collinearity Analyses.