Safe control of thermostatically controlled loads with installed timers for demand side management

Energy Conversion and Management

Volumn 86, Issue , 2014, Pages 784-791

  Mehta, Nishant ^a   Sinitsyn, Nikolai A ^b   Backhaus, Scott ^b   Lesieutre, Bernard C ^a  

^a University of Wisconsin Madison   (United States)

^b LOS ALAMOS NATIONAL LABORATORY   (United States)

Author keywords

Ancillary services; Demand response; Demand side management; Generation load balance; Hysteresis based control; Load control; Load modeling; Power demand; Renewable energy; Thermostatically controlled loads

Indexed keywords

ENERGY EFFICIENCY; ENERGY MANAGEMENT; PRESS LOAD CONTROL;

ANCILLARY SERVICE; DEMAND RESPONSE; DEMAND SIDE MANAGEMENTS; LOAD MODELING; POWER DEMANDS; RENEWABLE ENERGIES; THERMOSTATICALLY CONTROLLED LOADS;

PULSE SHAPING;

EID: 84904020898     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2014.06.049     Document Type: Article

References (42)

1. N. Sinitsyn, S. Kundu, and S. Backhaus Safe protocols for generating power pulses with heterogeneous populations of thermostatically controlled loads Energy Convers Manage 2013
2. M. Klobasa Analysis of demand response and wind integration in Germany's electricity market IET Renew Power Gener 4 1 2010 55
3. R.M. Delgado Demand-side management alternatives Proc IEEE 73 10 1985 1471 1488
4. Z. Xu, J. Ostergaard, and M. Togeby Demand as frequency controlled reserve IEEE Trans Power Syst 26 3 2011 1062 1071
5. Burke W, Auslander D. Robust control of residential demand response network with low bandwidth input. In: ASME dynamic systems and control conference, 2008. p. 3-5.
6. N. Ruiz, I. Cobelo, and J. Oyarzabal A direct load control model for virtual power plant management IEEE Trans Power Syst 24 2 2009 959 966
7. A. Molina-García, and M. Kessler Probabilistic characterization of thermostatically controlled loads to model the impact of demand response programs IEEE Trans Power Syst 26 1 2011 241 251
8. El-Ferik S. Identification of physically based models of residential air-conditioners for direct load control management. In: Control conference, 2004. 5th Asian, 2004.
9. Heffner G, Goldman C, Kirby B, Kintner-Meyer M. Loads providing ancillary services: review of international experience, vol. 11231, no. May, 2008.
10. G. Strbac Demand side management: benefits and challenges Energy Policy 36 12 2008 4419 4426
11. D. Kirschen, and G. Strbac Fundamentals of power system economics 2004 John Wiley & Sons Ltd Chichester, UK
12. Schisler K, Sick T, Brief K. The role of demand response in ancillary services markets. Transmission and distribution conference and exposition, 2008. p. 1-3.
13. Sastry C, Pratt R, Srivastava V, Li S. Use of residential smart appliances for peak-load shifting and spinning reserves: cost/benefit analysis, no. December, 2010.
14. J. Laurent, G. Desaulniers, R. Malhame, and F. Soumis A column generation method for optimal load management via control of electric water heaters IEEE Trans Power Syst 1995
15. N. Lu, and S. Katipamula Control strategies of thermostatically controlled appliances in a competitive electricity market IEEE Power Eng Soc Gen Meet 2005 164 169
16. D.S. Callaway, and I.A. Hiskens Achieving controllability of electric loads Proc IEEE 99 1 2011 184 199
17. D.S. Callaway Tapping the energy storage potential in electric loads to deliver load following and regulation, with application to wind energy Energy Convers Manage 50 5 2009 1389 1400
18. Kalsi K, Elizondo M, Fuller J, Lu S, Chassin D. Development and validation of aggregated models for thermostatic controlled loads with demand response. In: 2012 45th Hawaii international conference on system sciences, Jan. 2012. p. 1959-66.
19. R. Malhame Electric load model synthesis by diffusion approximation of a high-order hybrid-state stochastic system IEEE Trans Autom Control 30 9 1985 854 860
20. Kundu S, Sinitsyn N. Safe protocol for controlling power consumption by a heterogeneous population of loads. In: American control conference (ACC), Montreal, 2012. p. 2947-52.
21. Mathieu, JL, Callaway DS. State Estimation and control of heterogeneous thermostatically controlled loads for load following. In: 2012 45th Hawaii international conference on system sciences, Jan. 2012. p. 2002-11.
22. C. Perfumo, E. Kofman, J.H. Braslavsky, and J.K. Ward Load management: model-based control of aggregate power for populations of thermostatically controlled Loads Energy Convers Manage 55 2012 36 48
23. Ucak C, Caglar R. The effects of load parameter dispersion and direct load control actions on aggregated load. In: Power System Technology, Proceedings, 1998. p. 280-4.
24. Bashash S, Fathy H. Modeling and control insights into demand-side energy management through setpoint control of thermostatic loads. In: American control conference (ACC), 2011. p. 4546-53.
25. Kundu S, Sinitsyn N, Backhaus S, Hiskens I. Modeling and control of thermostatically controlled loads. arXiv preprint arXiv: 1101.2157, 2011.
26. Bompard E, Carpaneto E, Chicco G, Napoli R. Analysis and modelling of thermostatically-controlled loads. In: Electrotechnical conference, 1996. MELECON'96, 8th Mediterranean, no. 39, 1996.
27. Chassin D, Malard J. The equilibrium dynamics of thermostatic end-use load diversity as a function of demand. arXiv preprint nlin/0409037, 2004. p. 1-9.
28. Zhang W, Kalsi K, Fuller J, Elizondo M, Chassin D. Aggregate model for heterogeneous thermostatically controlled loads with demand response. Power and energy society general meeting, 2012. p. 1-8.
29. Chong C, Debs A. Statistical synthesis of power system functional load models. Decision and control including the symposium on adaptive processes, 1979.
30. Koch S, Mathieu J, Callaway D. Modeling and control of aggregated heterogeneous thermostatically controlled loads for ancillary services. In: Proc PSCC, 2011.
31. N. Lu, D. Chassin, and S. Widergren Modeling uncertainties in aggregated thermostatically controlled loads using a state queueing model IEEE Trans Power Syst 2005
32. R. Mortensen, and K. Haggerty A stochastic computer model for heating and cooling loads IEEE Trans Power Syst 3 3 1988
33. Kalsi K, Chassin F, Chassin D. Aggregated modeling of thermostatic loads in demand response: a systems and control perspective. In: Decision and control and European control conference (CDC-ECC), 2011.
34. Bendtsen J, Sridharan S. Efficient desynchronization of thermostatically controlled loads. arXiv preprint arXiv:1302.2384, 2013.
35. U.S. Energy Information Administration. < http://www.eia.gov/ >.
36. Cooling a Warming Planet: A Global Air Conditioning Surge, 2012. < http://e360.yale.edu/feature/cooling-a-warming-planet-a-global-air-conditioning- surge/2550/ >.
37. Kirby B. Spinning reserve from responsive loads, Oak Ridge National Laboratory. March. 2003.
38. B. Kirby, J. Kueck, T. Laughner, and K. Morris Spinning reserve from hotel load response Electricity J 21 10 2008 59 66
39. Kirby B. Load response fundamentally matches power system reliability requirements. In: Power engineering society general meeting, 2007. IEEE, 2007. p. 1-6.
40. MATLAB. The MathWorks Inc., Natick, Massachusetts, 2011.
41. S. Ihara, and F. Schweppe Physically based modeling of cold load pickup IEEE Trans Power Apparatus Syst 9 1981 4142 4150
42. Weather Underground. < http://www.wunderground.com/ >.