Electricity consumption monitoring to understand energy consumption status and patterns is the first step in reducing the electric cost for a house. Conventional electricity consumption monitoring systems usually rely on specially designed power measuring equipment such as a smart meter or sub-metering device. However, it is not easy to obtain enough information for energy monitoring because the limited number of measuring equipment can be installed due to their costs and privacy issues. Therefore, the status of devices could be usually inferred from limited information using the technology called non-intrusive appliance load monitoring. However, the limited information causes inaccuracy in estimating operation status of the devices. Many efforts have been performed to improve the estimation accuracy. Smart devices including smart appliances have been deployed recently to provide more advanced services at home. Network connectivity is one of the essential functions for the smart devices. When the operation information of those smart devices can be shared with energy monitoring devices, it can improve the energy consumption monitoring. In this paper, a hybrid approach is proposed to improve energy consumption status estimation. Devices' status information is shared via ubiquitous home networks in addition to the conventional energy consumption monitoring. This approach makes the energy consumption inference more simple and accurate for the rest of unknown devices.
목차
Abstract 1. Introduction 2. System Model 2.1. System Configurations 2.2. Home Device Operation Status Estimation 2.3. Message Handling Process 3. Results and Discussions 4. Conclusions References
키워드
DisaggregationNALMappliancesmart meter
저자
Sung-Yong Son [ Department of Electrical Engineering, Gachon University, Seongnam-Si, Gyeonggi-Do, 461-701, Korea ]
보안공학연구지원센터(IJSH) [Science & Engineering Research Support Center, Republic of Korea(IJSH)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Smart Home
간기
격월간
pISSN
1975-4094
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Smart Home Vol.9 No.10