3 papers
cs.LG2024
A Multi-module Robust Method for Transient Stability Assessment against False Label Injection Cyberattacks
Hanxuan Wang, Na Lu, Yinhong Liu +2
The success of deep learning in transient stability assessment (TSA) heavily relies on high-quality training data. However, the label information in TSA datasets is vulnerable to c…
eess.SY2024
An Interpretable Power System Transient Stability Assessment Method with Expert Guiding Neural-Regression-Tree
Hanxuan Wang, Na Lu, Zixuan Wang +2
Deep learning based transient stability assessment (TSA) has achieved great success, yet the lack of interpretability hinders its industrial application. Although a great number of…
math.NA2024
A locally mass-conservative enriched Petrov-Galerkin method without penalty for the Darcy flow in porous media
Huangxin Chen, Piaopiao Dong, Shuyu Sun +1
In this work we present an enriched Petrov-Galerkin (EPG) method for the simulation of the Darcy flow in porous media. The new method enriches the approximation trial space of the…