A nonintrusive load identification method for residential applications based on quadratic programming
| Autor: | Yang Fu, Fangxing Li, Dongdong Li, Lunjia Zhao, Shunfu Lin, Liu Qingqiang |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
Engineering
Residential energy business.industry 020209 energy Nonintrusive load monitoring 020208 electrical & electronic engineering Scheduling (production processes) Energy Engineering and Power Technology Control engineering 02 engineering and technology Energy consumption Reliability engineering Identification (information) Power consumption 0202 electrical engineering electronic engineering information engineering Quadratic programming Electrical and Electronic Engineering business |
| Zdroj: | Electric Power Systems Research. 133:241-248 |
| ISSN: | 0378-7796 |
| DOI: | 10.1016/j.epsr.2015.12.014 |
| Popis: | The decomposition of household power consumption is highly desired for scheduling household appliances and reducing home energy consumption. This paper presents a novel nonintrusive load identification method based on quadratic programming. Extensive simulation and laboratory tests have demonstrated that the proposed technique can provide adequate load identification accuracy for residential energy monitoring such that it is suitable for nonintrusive load monitoring (NILM) systems in residential and commercial buildings. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|
Full Text from ScienceDirect