Title :
Algorithm for residential appliance identification based on continuous quadratic 0–1 programming
Author :
Shunfu Lin ; Qingqiang Liu ; Xiaoxia Zheng ; Dongdong Li
Author_Institution :
Coll. of Electr. Eng., Shanghai Univ. of Electr. Power, Shanghai, China
Abstract :
The decomposed information of power consumption of household appliances is meaningful for scheduling the appliances and the reduction in home energy use. This paper presents a novel nonintrusive load identification method based on continuous quadratic 0-1 programming. Extensive lab tests have demonstrated that the proposed technique can provide adequate load identification accuracy for residential energy monitoring and is suitable to be used in a nonintrusive load monitoring (NILM) systems in residential and commercial buildings.
Keywords :
building management systems; domestic appliances; power consumption; quadratic programming; NILM system; commercial buildings; continuous quadratic 0-1 programming; home energy use reduction; household appliances; nonintrusive load identification method; nonintrusive load monitoring system; power consumption; residential appliance identification; residential buildings; residential energy monitoring; Accuracy; Electromagnetic heating; Feature extraction; Home appliances; Monitoring; Power demand; Programming; Appliance identification; NILM; load signatures; quadratic 0–1 programming;
Conference_Titel :
Harmonics and Quality of Power (ICHQP), 2014 IEEE 16th International Conference on
Conference_Location :
Bucharest
DOI :
10.1109/ICHQP.2014.6842759
