4 citations · 12 across the 11 of their papers we have counts for
3 papers · 1 filter
Attack on Grid Event Cause Analysis: An Adversarial Machine Learning Approach
Iman Niazazari, Hanif Livani
With the ever-increasing reliance on data for data-driven applications in power grids, such as event cause analysis, the authenticity of data streams has become crucially important…
Adaptive Intelligent Secondary Control of Microgrids Using a Biologically-Inspired Reinforcement Learning
Mohammad Jafari, Vahid Sarfi, Amir Ghasemkhani +3
In this paper, a biologically-inspired adaptive intelligent secondary controller is developed for microgrids to tackle system dynamics uncertainties, faults, and/or disturbances. T…
Cause Identification of Electromagnetic Transient Events using Spatiotemporal Feature Learning
Iman Niazazari, Reza Jalilzadeh Hamidi, Hanif Livani +1
This paper presents a spatiotemporal unsupervised feature learning method for cause identification of electromagnetic transient events (EMTE) in power grids. The proposed method is…