Probabilistic robust small-signal stability framework using gaussian process learning

• Main Authors: Pareek, Parikshit, Nguyen, Hung D.
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Probabilistic Robust Small-Signal Stability (PRS); Gaussian Process (GP) Learning
• Online Access: https://hdl.handle.net/10356/150724
• Institution: Nanyang Technological University

While most power system small-signal stability assessments rely on the reduced Jacobian, which depends non-linearly on the states, uncertain operating points introduce nontrivial hurdles in certifying the systems stability. In this paper, a novel probabilistic robust small-signal stability (PRS) fra...