Viterbi algorithm with sparse transitions (VAST) for nonintrusive load monitoring

IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CIASG 2011: 2011 IEEE Symposium on Computational Intelligence Applications in Smart Grid

Volumn , Issue , 2011, Pages 41-48

  Zeifman, Michael ^a   Roth, Kurt ^a  

^a Fraunhofer Center for Sustainable Energy Systems   (United States)

Author keywords

clustering; electric appliance; energy efficiency; statistical distribution

Indexed keywords

ALGORITHM COMPLEXITY; CLUSTERING; DISAGGREGATION; LINEARLY PROPORTIONAL; NON-INTRUSIVE APPLIANCE LOAD MONITORING; NONINTRUSIVE LOAD MONITORING; PRIORI INFORMATION; SMART GRID; STATISTICAL DISTRIBUTION;

ARTIFICIAL INTELLIGENCE; ENERGY EFFICIENCY; SMART POWER GRIDS; VITERBI ALGORITHM;

CLUSTERING ALGORITHMS;

EID: 80051583199     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIASG.2011.5953328     Document Type: Conference Paper

References (12)

1. DOE Internet site: http://buildingsdatabook.eere.energy.gov/
2. Ehrhardt-Martinez, K., Donnelly, K.A., and Laitner, J.A., "Advanced Metering Initiatives and Residential Feedback Programs: a Meta-Review for Household Electricity-Saving Opportunities," Report E105, ACEEE 2010.
3. Hart, G.W. , "Nonintrusive Appliance Load Monitoring," IEEE proceedings, 80, p. 1870 (1992).
4. Zeifman, M., Roth, K., "Nonintrusive Appliance Load Monitoring: Review and Outlook," IEEE Transactions on Consumer Electronics, vol. 57, in press (2011).
5. Drenker, S., Kader, A.. "Nonintrusive Monitoring of Electric Loads," IEEE Computer Applications in Power, 47 (1999).
6. Baranski, M., J. Voss. "Genetic Algorithm for Pattern Detection in NIALM Systems," IEEE Conference on Systems, Man and Cybernetics, p. 3462 (2004).
7. Suzuki, K., et al. "Nonintrusive Appliance Load Monitoring Based on Integer Programming," SICE Annual Conference, (2008), p. 2742.
8. Forney, G. (1973), "The Viterbi Algorithm," Proceedings of the IEEE , 268-278.
9. Hocaoglu, F.O., Gerek, O.N., Kurban, M., "A novel wind speed modeling approach using atmospheric pressure observations and hidden Markov models," J. Wind Eng. Ind. Aerodyn. 98, p. 472 (2010).
10. Rabiner, L.R., Juang,B.H., "An introduction to hidden Markov models," IEEE ASSP Magazine 3, p. 4 (1986)
11. Tou, J. T., Gonzalez, R. C. (1974). Pattern Recognition Principles. New York: Addison-Wesley.
12. Zeifman, M., Roth, K., "Suite of algorithms for nonintrusive load monitoring," Provisional patent application, USPTO (2010).