Non-Intrusive Appliance Load Monitoring (NIALM) with Current Signature AI
Single-point smart meter disaggregating individual household appliances (AC, fridge, geyser) by analyzing high-speed current harmonics.
Project Overview
Installs at the main utility breaker panel with non-invasive split-core CT clamps. Samples current and voltage at 5 kHz, extracts harmonic distortion and active/reactive power signatures, and runs an embedded classification algorithm to tell homeowners which appliance was switched on.
Installs at the main utility breaker panel with non-invasive split-core CT clamps. Samples current and voltage at 5 kHz, extracts harmonic distortion and active/reactive power signatures, and runs an embedded classification algorithm to tell homeowners which appliance was switched on.
Single-point smart meter disaggregating individual household appliances (AC, fridge, geyser) by analyzing high-speed current harmonics.