Neuromorphic Systems for Power Grid Monitoring

被引:0
|
作者
Shihab, Ashraf U.
Cantley, Kurtis D.
机构
关键词
D O I
10.1109/WMED61554.2024.10534088
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The project harnesses neuromorphic computing through spiking neural networks (SNNs) to enhance power grid security against disruptions. It involves using real-time digital simulation tools (such as RTDS or OPAL-RT) for analyzing power behavior in real time. This generates grid simulation data, which is then converted into neuromorphic-compatible formats through encoding. The goal is to utilize neuromorphic SNNs to identify correlations, detect anomalies, and respond to disruptions. This will result in a resilient and adaptive system capable of detecting and responding to grid anomalies with reduced power consumption, ensuring robust grid operation.
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页码:20 / 20
页数:1
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