Grey-box modeling for system identification of household refrigerators: A step toward smart appliances

IYCE 2013 - 4th International Youth Conference on Energy

Volumn , Issue , 2013, Pages

  Costanzo, Giuseppe Tommaso ^a   Sossan, Fabrizio ^a   Marinelli, Mattia ^a   Bacher, Peder ^a   Madsen, Henrik ^a  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

Author keywords

Load shifting; Refrigerators; Stochastic processes; System identification

Indexed keywords

GREY-BOX MODELING; HOUSEHOLD REFRIGERATORS; LIKELIHOOD ESTIMATION; LOAD SHIFTING; OPERATIONAL CONSTRAINTS; REFRIGERATION SYSTEM; RESIDENTIAL APPLICATION; STOCHASTIC DIFFERENTIAL EQUATIONS;

HEATING; IDENTIFICATION (CONTROL SYSTEMS); MAXIMUM LIKELIHOOD ESTIMATION; RANDOM PROCESSES; VAPORS;

REFRIGERATORS;

EID: 84885449716     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IYCE.2013.6604197     Document Type: Conference Paper

References (12)

1. World Business Council for Sustainable Development (WBCSD), "Transforming the market: Energy efficiency in the buildings, " 2009.
2. B. Flynn, "Key smart grid applications, " The Protection & Control Journal (G. E), Dec. 2008.
3. G. Costanzo, A. Kosek, L. Ferrarini, G. Zhu, M. Anjos, and G. Savard, "An experimental study on load-peak shaving in smart homes by means of online admission control, " in IEEE Innovative Smart Grid Technologies Europe (ISGT), Oct. 2012.
4. C. J. Hermes and C. Melo, "Assessment of the energy performance of household refrigerators via dynamic simulation, " Applied Thermal Engineering, vol. 29, no. 56, pp. 1153-1165, 2009.
5. C. J. Hermes, C. Melo, F. T. Knabben, and J. M. Gonalves, "Prediction of the energy consumption of household refrigerators and freezers via steady-state simulation, " Applied Energy, vol. 86, no. 78, pp. 1311-1319, 2009.
6. J. Gupta, M. R. Gopal, and S. Chakraborty, "Modeling of a domestic frost-free refrigerator, " International Journal of Refrigeration, vol. 30, no. 2, pp. 311-322, 2007.
7. Danish Technical University-Department of Informatics and Mathematical Modeling, "Continuous time stochastic modeling, " 2005.
8. Moller, N. Carstensen, and H. Madsen, Stochastic State Space Modelling of Nonlinear systems-With application to Marine Ecosystems, ser. lMM-PHD-2010. Technical University of Denmark (DTU), 2011.
9. H. Madsen, Time Series Analysis, ser. Texts in statistical science. Chapman & Hall/CRC, 2008.
10. N. R. Kristensen and H. Madsen, "Continuous time stochastic modelling, CTSM 2.3-mathematics guide, " DTU, Tech. Rep., 2003.
11. H. Madsen and P. Thyregod, Introduction to General and Generalized Linear Models. CRC Press, 2010.
12. N. R. Kristensen, H. Madsen, and S. B. Jorgensen, "Parameter estimation in stochastic grey-box models, " Automatica, vol. 40, no. 2, pp. 225-237, 2004.