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Equipment Health Assessment: Time Series Analysis for Wind Turbine Performance
In this study, we leverage SCADA data from diverse wind turbines to predict power output, employing advanced time series methods, specifically Functional Neural Networks (FNN) and Long Short-Term Memory (LSTM) networks.
Optimal Load Shedding for Public Safety Power Shutoffs
This approach will help utilities to effectively manage PSPS events and reduce the risk of wildfires caused by the power lines.
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