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- Isabelle Snyder
- Emilio Piesciorovsky
- Aaron Werth
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- Ali Riza Ekti
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- Vivek Sujan
- Yarom Polsky

Faults in the power grid cause many problems that can result in catastrophic failures. Real-time fault detection in the power grid system is crucial to sustain the power systems' reliability, stability, and quality.

Water heaters and heating, ventilation, and air conditioning (HVAC) systems collectively consume about 58% of home energy use.

This disclosure introduces an innovative tool that capitalizes on historical data concerning the carbon intensity of the grid, distinct to each electric zone.

Electrical utility substations are wired with intelligent electronic devices (IEDs), such as protective relays, power meters, and communication switches.

A novel system for validating intelligent electronic devices (IEDs) in power systems using real-time simulation, reducing costs by eliminating amplifiers.

The need for accurate temperature measurement in critical environments such as nuclear reactors is paramount for safety and efficiency.

The invention ensures post-validation calibrated physics system predictions remain within predetermined model validation domain boundaries.