Sponsored by SGCC Science and Technology Program
2018.07 - 2020.12
AI & System Analytics Group, GEIRI North America
AI based Oscillation Detection and Control
Yishen Wang
Principal Research Scientist
Publications
Data-Driven Low Frequency Oscillation Mode Identification and Preventive Control Strategy Based on Gradient Descent
Accurate mode identification and effective preventive control strategy of low frequency oscillation (LFO) are vital to improve the …
Using Transfer Learning to Distinguish between Natural and Forced Oscillations
In power systems, there are two different types of oscillation mechanisms–natural and forced oscillations. Natural oscillations are …
An Extended Kalman Filter Enhanced Hilbert-Huang Transform in Power System Oscillation Detection
Hilbert-Huang transform (HHT) has drawn significant attention in power system analysis due to its capability to deal with dynamic …