Title :
Novel embedded real-time NILM for electric loads disaggregating and diagnostic
Author :
Shenavar, Parham ; Farjah, Ebrahim
Author_Institution :
Shiraz Univ., Shiraz
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;
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
DOI :
10.1109/EURCON.2007.4400282
