Non-Intrusive Load Monitoring Under Low-Frequency Smart Meter Constraints: A Synthesized 2025–2026 Multi-Model Benchmark and Edge Computed Sub-Cycle Resolution on ESP32
In modern power distribution networks transitioning toward decarbonization, electrification, and distributed renewable generation, Non-Intrusive Load Monitoring (NILM) serves as an essential software-driven alternative to capital-intensive sub-metering infrastructure. However, contemporary Advanced Metering Infrastruct...