Novel embedded real-time NILM for electric loads disaggregating and diagnostic

Author

Shenavar, Parham ; Farjah, Ebrahim

Author_Institution

Shiraz Univ., Shiraz

fYear

2007

fDate

9-12 Sept. 2007

Firstpage

1555

Lastpage

1560

Abstract

Non-intrusive load monitoring was introduced when the sophisticated computing tools became popular. Now the embedded computing tools are common and their computing power is sufficient enough to build affordable tools applicable in energy efficiency, demand side management and preventive maintenance programs. A novel NILM prototype system is presented in this paper which is appropriate for both electric loads disaggregating and diagnostic. The relation between online NILM system hardware specifications with real time NILM algorithms are carefully examined and tabulated.

Keywords

demand side management; embedded systems; energy conservation; power system analysis computing; power system measurement; preventive maintenance; NILM system hardware specifications; demand side management program; electric loads diagnostic; electric loads disaggregating; embedded real-time NILM; energy efficiency program; nonintrusive load monitoring; preventive maintenance program; Embedded computing; Energy consumption; Energy efficiency; Energy management; Home appliances; Intelligent sensors; Neural networks; Reactive power; System testing; Voltage; DSM; NILM; energy efficiency; load diagnostic; load disaggregating; real time;

fLanguage

English

Publisher

ieee

Conference_Titel

EUROCON, 2007. The International Conference on "Computer as a Tool"

Conference_Location

Warsaw

Print_ISBN

978-1-4244-0813-9

Electronic_ISBN

978-1-4244-0813-9

Type

conf

DOI

10.1109/EURCON.2007.4400282

Filename

4400282