Distributed model predictive control of thermostatically controlled appliances for providing balancing service

Proceedings of the IEEE Conference on Decision and Control

Volumn 2015-February, Issue February, 2014, Pages 4850-4855

  Liu, Mingxi ^a   Shi, Yang ^a  

^a UNIVERSITY OF VICTORIA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CONTROLLERS; ELECTRIC POWER TRANSMISSION NETWORKS; ELECTRIC UTILITIES; MODEL PREDICTIVE CONTROL; PREDICTIVE CONTROL SYSTEMS; SMART POWER GRIDS;

DISTRIBUTED MODEL PREDICTIVE CONTROL; DISTRIBUTED MODELING; DISTRIBUTED MPC; LOAD REGULATIONS; OPTIMIZATION PROBLEMS; POWER OUT PUT; THERMOSTATICALLY CONTROLLED APPLIANCES; TIME CONSTRAINTS;

ELECTRIC POWER SYSTEM CONTROL;

EID: 84988258836     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2014.7040146     Document Type: Conference Paper

References (16)

1. N. Lu, "An evaluation of the HVAC load potential for providing load balancing service," IEEE Trans. Smart Grid, Vol. 3, no. 3, pp. 1263-1270, 2012.
2. G. Strbac, "Demand side mangement: benefits and challenges," Energy Policy, Vol. 36, pp. 4419-4426, 2008.
3. G. K. H. Larsen, S. Trip, N. D. van Foreest, and J. M. A. Scherpen, "Distributed MPC for controlling μ-CHPs in a network," in American Control Conference, 2012, pp. 3089-3094.
4. M. Liu, Y. Shi, and F. Fang, "A new operation strategy for CCHP systems with hybrid chillers," Applied Energy, Vol. 95, pp. 164-173, 2012.
5. G. K. H. Larsen, J. M. A. Scherpen, N. D. van Foreest, and E. Doornbos, "Distributed control in a network of household with μCHP," in IFAC World Congress, 2011, pp. 5320-5325.
6. G. K. H. Larsen, N. D. van Foreest, and J. M. A. Scherpen, "Distributed control of the power supply-demand balance," IEEE Trans. Smart Grid, Vol. 4, no. 2, pp. 828-836, 2013.
7. M. Liu, Y. Shi, and F. Fang, "Optimal power flow and PGU capacity of CCHP systems using a matrix modelling approach," Applied Energy, Vol. 102, pp. 794-802, 2013.
8. M. Houwing, R. R. Negenborn, and B. de Schutter, "Demand response with micro-CHP systems," Proc. IEEE, Vol. 99, no. 1, 2011.
9. M. Liu, Y Shi, and F. Fang, "Combined cooling, heating and power systems: a survey," Renewable & Sustainable Energy Reviews, Vol. 35, pp. 1-22, 2014.
10. C. Cecati, C. Buccella, P. Siano, and A. Piccolo, "Optimal operation of smart grids with demand side management," in IEEE International Conference on Industrial Technology, 2013, pp. 2010-2015.
11. I. Atzeni, L. G. Ordóñez, G. Scutari, D. P. Palomar, and J. R. Fonollosa, "Demand-side management via distributed energy generation and storage optimization," IEEE Tram. Smart Grid, Vol. 4, no. 2, pp. 866-876, 2013.
12. E. F. Camacho and C. Bordons, Model Predictive Control. Springer, 1999.
13. A. J. del Real, A. Arce, and C. Bordons, "Combined environmental and economic dispatch of smart grids using distributed model predictive control," Int. J. Electrical Power & Energy Systems, Vol. 54, pp. 65-76, 2014.
14. F. J. Nogales, F. J. Prieto, and A. J. Conejo, "A decomposition methodology applied to the multi-area optimal power flow problem," Annals of Operations Research, Vol. 120, no. 1-4, p. 99, 2003.
15. K. Srinivas and N. Lu, "Evaluation of residential HVAC control strategies for demand response programs," ASHRAE Trans., Vol. 1, no. 12, pp. 1-12, 2006.
16. A. Bemporad and M. Morari, "Control of systems integrating logic, dynamics, and constraints," Automatica, Vol. 35, pp. 407-427, 1999.