Cloud analysis replaces panel gateways and terminal hosts, letting smart circuit breakers deliver unified monitoring and failure alerts.
Recording site ambient light lets arc flash detection adjust thresholds, cutting nuisance trips without losing sensitivity to real faults.
A log amplifier preprocesses AC current signals so neural processing can distinguish real arcs from motors and power supplies with lower power use.
DWT denoising, VMD detection, and KNN-based localization help islanded microgrids identify weak-signal faults that relays miss.
Discrete-time current waveform analysis uses zero crossings, turning points, and timing intervals to cut AFCI false trips while detecting real arcs.
Time-series circuit analysis with Hankel matrices and SVD detects pre-arc signatures early enough for protective action.
A mobile series reactor with adjustable tap reactance limits fault current between grid points, protecting equipment and reducing spare reactor inventory.
A dual-microcontroller breaker keeps safety monitoring active during firmware updates, avoiding load de-energization and branch downtime.
A single overcurrent circuit with signal sampling and processor analysis identifies primary and secondary transformer faults despite communication delay.
A local signal processing circuit predicts delayed zero-crossing and blocks unsafe breaker tripping to avoid catastrophic damage.
Detachable surge modules record absorbed surges and warn before failure, cutting socket waste and improving maintenance safety.
Measured traveling waves are inverted to reconstruct fault-location voltage, separating lightning strikes from line faults for selective protection.
Current-signal preprocessing and AI estimate arc energy in series DC solar circuits, enabling early pre-arc warning and quantitative risk indication.
Dynamic electronic-load resistance with PID control suppresses PT ferromagnetic resonance while avoiding core saturation and winding overload.
Autoencoder-based signal logic separates temporal, spatial, and logical features to improve power asset monitoring and control.
A ground fault protection system dynamically adjusts the DC link voltage based on detected leakage currents to maintain machine operation.
A circuit breaker samples AC line voltage to generate area values for overvoltage detection.