Abstract—This paper presents results of Nonintrusive Load Monitoring (NILM) aboard an active US Coast Guard vessel. The NILM system monitors ship electricity consumption at centralized points in …

Abstract—Non-Intrusive Load Monitoring (NILM) is an ad-vanced, and cost-effective technique for monitoring appliance-level energy consumption. However, its adaptability is hindered by the lack of …

To evaluate the accuracy of NILM technologies regardless of their intended application, a standardized test protocol is required that applies representative loads and establishes consistent metrics against …

The experimental results on the NILM dataset show that the proposed method significantly improves recognition accuracy compared to existing VI trajectory mapping methods.

We present a NILM-based framework for performing fault detection and isolation (FDI), with a particular emphasis on systems employing closed-loop hysteresis control. Such controllers can mask …

Abstract - Non-Intrusive Load Monitoring (NILM) has emerged as an indispensable tool in the realm of energy management and smart grid applications, addressing the escalating demand for precise …

This article develops a novel approach for high-frequency, multiclass nonintrusive load monitoring (NILM) that enables effective net-load monitoring capabilities with minimal additional equipment and …