45 citations · 101 across the 18 of their papers we have counts for
5 papers · 1 filter
Uncertainty-Aware Artificial Intelligence for Gear Fault Diagnosis in Motor Drives
Subham Sahoo, Huai Wang, Frede Blaabjerg
This paper introduces a novel approach to quantify the uncertainties in fault diagnosis of motor drives using Bayesian neural networks (BNN). Conventional data-driven approaches us…
Semiconductor Devices Condition Monitoring Using Harmonics in Inverter Control Variables
Shuyu Ou, Ariya Sangwongwanich, Subham Sahoo +1
The health status of power semiconductor devices in power converters is important but difficult to monitor. This paper analyzes the relationship between harmonics in inverter contr…
Neuromorphic Event-Driven Semantic Communication in Microgrids
Xiaoguang Diao, Yubo Song, Subham Sahoo +1
Synergies between advanced communications, computing and artificial intelligence are unraveling new directions of coordinated operation and resiliency in microgrids. On one hand, c…
A Monolithic Cybersecurity Architecture for Power Electronic Systems
Kirti Gupta, Subham Sahoo, Bijaya Ketan Panigrahi
Power electronic systems (PES) face significant threats from various data availability and integrity attacks, significantly affecting the performance of communication networks and…
Delay-Aware Semantic Sampling in Power Electronic Systems
Kirti Gupta, Subham Sahoo, Bijaya Ketan Panigrahi
In power electronic systems (PES), attacks on data availability such as latency attacks, data dropouts, and time-synchronization attacks (TSAs) continue to pose significant threats…