LAUSR.org creates dashboard-style pages of related content for over 1.5 million academic articles. Sign Up to like articles & get recommendations!

Applications of NILM Techniques to Energy Management and Assisted Living

Photo by mbrunacr from unsplash

Abstract Electricity disaggregation is the process of separating the total electrical load of a single household into appliance specific loads. This can be achieved either by intrusive monitoring of each… Click to show full abstract

Abstract Electricity disaggregation is the process of separating the total electrical load of a single household into appliance specific loads. This can be achieved either by intrusive monitoring of each appliance via individual device load meters or by employing Non-Intrusive Load Monitoring (NILM) techniques, that perform a detailed analysis of the current and voltage of the total load, typically measured at the interface to the power source. NILM techniques are becoming recognized tools for several applications, from which their use in Home Energy Management Systems and Ambient Assisted Living clearly stand out. The objective of this paper is that, by reviewing the most recent research and development in NILM and in its applications, to foster further interest in this technology.

Keywords: nilm techniques; load; energy management; assisted living

Journal Title: IFAC-PapersOnLine
Year Published: 2019

Link to full text (if available)


Share on Social Media:                               Sign Up to like & get
recommendations!

Related content

More Information              News              Social Media              Video              Recommended



                Click one of the above tabs to view related content.