KSII Transactions on Internet and Information Systems (TIIS)

  • 제5권7호
  • /
  • Pages.1274-1292
  • /
  • 2011
  • /
  • 1976-7277(pISSN)
  • /
  • 1976-7277(eISSN)
한국인터넷정보학회 (Korean Society for Internet Information)
권호 표지
DOI QR코드

DOI QR Code

Home Energy Management System for Interconnecting and Sensing of Electric Appliances

  • Cho, Wei-Ting (Department of Engineering Science, National Cheng Kung University) ;
  • Lai, Chin-Feng (Institute of Computer Science & Information Engineering, National Ilan University) ;
  • Huang, Yueh-Min (Department of Applied Geoinformatics, Chia Nan University of Pharmacy & Science) ;
  • Lee, Wei-Tsong (Department of Electrical Engineering, Tamkang University) ;
  • Huang, Sing-Wei (Department of Industrial and Systems Engineering, Chung Yuan Christian University)
  • 투고 : 2011.04.01
  • 심사 : 2011.06.15
  • 발행 : 2011.07.28
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

Due to the variety of household electric devices and different power consumption habits of consumers at present, general home energy management (HEM) systems suffer from the lack of dynamic identification of various household appliances and a unidirectional information display. This study presented a set of intelligent interconnection network systems for electric appliances, which can measure the power consumption of household appliances through a current sensing device based on OSGi platform. The system establishes the characteristics and categories of related electric appliances, and searches the corresponding cluster data and eliminates noise for recognition functionality and error detection mechanism of electric appliances by applying the clustering algorithm. The system also integrates household appliance control network services so as to control them according to users' power consumption plans or through mobile devices, thus realizing a bidirectional monitoring service. When the system detects an abnormal operating state, it can automatically shut off electric appliances to avoid accidents. In practical tests, the system reached a recognition rate of 95%, and could successfully control general household appliances through the ZigBee network.

키워드

참고문헌

  1. Wood G, Newborough M, "Dynamic energy-consumption indicators for domestic appliances: environment, behaviour and design," Energy and Buildings, vol. 35, no. 8, pp. 821-841, September, 2003. https://doi.org/10.1016/S0378-7788(02)00241-4
  2. Darby S, "The effectiveness of feedback on energy consumption. A review for DEFRA of the literature on metering, billing and direct displays," Environmental Change Institute, University of Oxford, pp. 1-21, April, 2006.
  3. Google Inc., "Save energy. Save money. Make a difference," 2011.
  4. Microsoft Corp., "How energy efficient is your home?," 2010.
  5. Ye Y, Li B, Gao J and Sun Y, "A design of smart energy-saving power module," in Proc. of 5th IEEE Conf. on Industrial Electronics and Applications, Taichung, pp. 898-902, Jun 2010.
  6. Serra H, Correia J, Gano AJ, de Campos AM and Teixeira I, "Domestic power consumption measurement and automatic home appliance detection," in Proc. of Int. Workshop on Intelligent Signal Processing, Faro, Portugal, pp. 128-132, September, 2005.
  7. Cho HS, Yamazaki T and Hahn M, "Determining location of appliances from multi-hop tree structures of power strip type smart meters," IEEE Trans. on Consumer Electronics, vol. 55, no. 4, pp. 2314-2322, November, 2009. https://doi.org/10.1109/TCE.2009.5373804
  8. Tajika Y, Saito T, Teramoto K, Oosaka N and Isshiki M, "Networked home appliance system using Bluetooth technology integrating appliance control/monitoring with Internet service," IEEE Trans. on Consumer Electronics, vol. 49, no. 4, pp. 1043-1048, November, 2003. https://doi.org/10.1109/TCE.2003.1261193
  9. Han DM, Lim JH, "Design and implementation of smart home energy management systems based on ZigBee," IEEE Trans. on Consumer Electronics, vol. 56, no. 3, pp. 1417-1425, August, 2010. https://doi.org/10.1109/TCE.2010.5606278
  10. Han DM, Lim JH, "Smart home energy management system using IEEE 802.15.4 and ZigBee," IEEE Trans. on Consumer Electronics, vol. 56, no. 3, pp. 1403-1410, August, 2010. https://doi.org/10.1109/TCE.2010.5606276
  11. Bennett C, Highfill D, "Networking AMI Smart Meters," in Proc. of IEEE Energy 2030 Conference, pp. 1-8, November, 2008.
  12. Liu J, Zhao B, Wang J, Zhu Y and Hu J, "Application of power line communication in smart power Consumption," in Proc. of IEEE Int. Symposium on Power Line Communications and Its Applications, Rio de Janeiro, pp. 303-307, March 28-31, 2010.
  13. Son YS; Pulkkinen T, Moon KD and Kim C, "Home energy management system based on power line communication," IEEE Trans. on Consumer Electronics, vol. 56, no. 3, pp. 1380-1386, August, 2010. https://doi.org/10.1109/TCE.2010.5606273
  14. Lien CH; Bai YW; Chen HC and Hung CH, "Home appliance energy monitoring and controlling based on Power Line Communication," in Proc. of Digest of Technical Papers Int. Conf. on Consumer Electronics, Las Vegas, NV, pp. 1-2, January 10-14, 2009.
  15. Jahn M, Jentsch M, Prause CR, Pramudianto F, Al-Akkad A and Reiners R, "The Energy Aware Smart Home," in Proc. of 5th Int. Conf. on Future Information Technology, Busan, pp. 1-8, May 2010.
  16. Capone A, Barros M, Hrasnica H, Tompros S, "A New Architecture for Reduction of Energy Consumption of Home Appliances," in Proc. of TOWARDS eENVIRONMENT, European Conf. of the Czech Presidency of the Council of the EU, March 25-27, 2009.
  17. Yang CS, Liao MY and Chen CX, "Design and implementation of HEMS based on RFID and OSGi," in Proc. of Int. Conf. on Anti-counterfeiting, Security, and Identification in Communication, Hong Kong, pp. 250-253, August, 2009.
  18. Heo J, Hong CS, Kang SB and Jeon SS, "Design and Implementation of Control Mechanism for Standby Power Reduction," IEEE Trans. on Consumer Electronics, vol. 54, no. 1, pp. 179-185, February, 2008. https://doi.org/10.1109/TCE.2008.4470041
  19. Sundramoorthy V, Liu Q, Cooper G, Linge N and Cooper J, "DEHEMS: A user-driven domestic energy monitoring system," in Proc. of Internet of Things, Tokyo, pp. 1-8, November 29-December 1, 2010.
  20. Park S, Kim H, Moon H, Heo J and Yoon S, "Concurrent simulation platform for energy-aware smart metering systems," IEEE Trans. on Consumer Electronics, vol. 56, no. 3, pp. 1918-1926, August, 2010. https://doi.org/10.1109/TCE.2010.5606347
  21. Dobrev P, Famolari D and Kurzke C, "Device and service discovery in home networks with OSGi'," IEEE Communication Magazine, vol. 40, no. 8, pp. 86-92, August, 2002. https://doi.org/10.1109/MCOM.2002.1024420
  22. Jeong J, Shin D and Shin D, "An XML-based automated authentication profile for home network based on OSGi (open service gateway initiative) framework," in Proc. of Digest of Technical Papers of Int. Conf. on Consumer Electronics, Korea, pp. 99-100, January, 2006.
  23. Kang, K., Lee, J. and Choi, H. "Management system for OSGi-based infrastructure," Digest of Technical Papers of International Conference on Consumer Electronics, ICCE'06, January, Korea, pp. 53-54, January, 2006.
  24. Y. Lu, Y. Yuan, Y. Sun and X. Yang, "An approach to service integration in the OSGi architecture of home networks," in Proc. of IEEE Singapore Int. Conf. on Communication Systems, ICCS 2008, pp. 756-760, November 19-21, 2008.
  25. C. Lee, D. Nordstedt, S. Helal, "Enabling smart spaces with OSGi," IEEE Pervasive Computing, vol.2, no.3, pp. 89-94, July-September, 2003. https://doi.org/10.1109/MPRV.2003.1228530
  26. Chiu, S.L., "Fuzzy model identification based on cluster estimation," Journal of Intelligent and Fuzzy Systems, vol. 2, pp. 267-278, September, 1994.
  27. WK. Park, I. Han, and KR. Park, "ZigBee based Dynamic Control Scheme for Multiple Legacy IR Controllable Digital Consumer Devices," IEEE Trans. on Consumer Electronics, vol. 53, no. 1, pp. 172-177, February, 2007. https://doi.org/10.1109/TCE.2007.339521
  28. C. Min, S. Gonzalez, Leung V., Z. Qian, and L. Ming, "A 2G-RFID-based e-healthcare system," IEEE Wireless Communications, vol. 17, no. 1, pp. 37-43, February, 2010. https://doi.org/10.1109/MWC.2010.5416348

피인용 문헌

  1. Flexible Service Composition Based on Bundle Communication in OSGi vol.6, pp.1, 2011, https://doi.org/10.3837/tiis.2012.01.007