Cepstrum smoothing-based feature extraction method for electric loads disaggregation

Digest of Technical Papers - IEEE International Conference on Consumer Electronics

Volumn , Issue , 2014, Pages 290-291

  Kong, Seongbae ^a   Kim, Youngwook ^a   Joo, Sung Kwan ^a   Kim, Jin Hak ^b  

^a Korea University   (South Korea)

^b Korea Power eXchange   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CONSUMER ELECTRONICS; DOMESTIC APPLIANCES; ELECTRIC LOAD MANAGEMENT;

CEPSTRUM; CHARACTERISTIC SIGNAL; DATA ACQUISITION SYSTEM; DISAGGREGATION; FEATURE EXTRACTION METHODS; NONINTRUSIVE LOAD MONITORING; POWER SUPPLY;

FEATURE EXTRACTION;

EID: 84898687281     PISSN: 0747668X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCE.2014.6776009     Document Type: Conference Paper

References (4)

1. H. Y. Lam, G. S. K. Fung, W. K. Lee, "A Novel Method to Construct Taxonomy of Electrical Appliances Based on Load Signatures," IEEE Transactions on Consumer Electronics, Vol. 53, pp. 653-660, May 2007.
2. D. M. Han and J. H. Lim, "Design and implementation of smart home energy management systems based on zigbee," IEEE Transactions on Consumer Electronics, Vol. 56, no. 3, pp. 1417-1425, Aug. 2010.
3. M. Zeifman, K. Roth, "Nonintrusive appliance load monitoring: Review and outlook," IEEE Transactions on Consumer Electronics, Vol. 57, no. 1, pp. 76-84, Feb 2011.
4. R. Kemerait and D. G. Childers, "Signal detection and extraction by Cepstrum techniques," IEEE Transactions on Information Theory, vol. 18, pp. 745-759, Nov. 1972.