HVAC control using infinite-horizon economic MPC

Proceedings of the IEEE Conference on Decision and Control

Volumn , Issue , 2012, Pages 6963-6968

  Mendoza Serrano, David I ^a   Chmielewski, Donald J ^a  

^a Illinois Institute of Technology   (United States)

Author keywords

Control system synthesis; Energy management; Infinite horizon optimal control; Linear matrix inequalities; Model predictive control; Optimization; Thermal variables control

Indexed keywords

AIR CONDITIONING; CONVEX OPTIMIZATION; COSTS; ELECTRIC ENERGY STORAGE; ENERGY MANAGEMENT; HEAT STORAGE; HVAC; LINEAR MATRIX INEQUALITIES; MODEL PREDICTIVE CONTROL; OPTIMIZATION; PREDICTIVE CONTROL SYSTEMS; THERMAL VARIABLES CONTROL;

CLOSED-LOOP BEHAVIOR; COMPUTATIONAL COSTS; COMPUTATIONAL EFFORT; CONVEX OPTIMIZATION PROBLEMS; ECONOMIC MODELING; ELECTRICITY PRICES; INFINITE HORIZONS; OPTIMAL CONTROLS;

CONTROL SYSTEM SYNTHESIS;

EID: 84874224529     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2012.6426071     Document Type: Conference Paper

References (15)

1. House, J.M., and T.F. Smith (1995) Optimal control of building and HVAC systems, Proc. Am Cont. Conf, Seattle, WA, pp 4326-4330.
2. Chen, H-J., D.W. Wang, S-L. Chen (2005) Optimization of an ice-storage air conditioning system using dynamic programming method, App. Thermal Eng., vol. 25, pp 461-472.
3. Roth, K., R. Zogg, and J. Brodrick (2006) Cool thermal energy storage, ASHRAE J., 48, pp 94-96
4. Rawlings, J.B. (2000) Tutorial overview of model predictive control, IEEE Contr. Sys. Mag., vol. 20(3), pp 38-52.
5. Braun, J.E. (1992) A comparison of chiller-priority, storage-priority, and optimal control of an ice-storage system, ASHRAE Trans., vol. 98(1), pp 893-902.
6. Morris, F.B., J.E. Braun and S.J. Treado (1994) Experimental and simulated performance of optimal control of building thermal storage, ASHRAE Trans., vol. 100(1), pp 402-414.
7. Kintner-Meyer, M. and A.F. Emery (1995) Optimal control of an HVAC system using cold storage and building thermal capacitance, Energy and Buildings, vol. 23, pp 19-31.
8. Henze, G.P., M. Krarti, M.J. Brandemuehl (2003) Guidelines for improved performance of ice storage systems, Energy and Buildings, vol. 35, pp 111-127.
9. Braun, J.E. (2007) Impact of control on operating costs for cool storage systems with dynamic electric rates, ASHRAE Trans., vol. 113(2), pp343-354.
10. Diehl, M., R. Amrit and J.B. Rawlings (2011) A Lyapunov function economic optimizing model predictive control, IEEE Trans. Aut. Contr. Vol 56(3), pp703-707.
11. Heidarinejad, M., J. Liu, P.D. Christofides (2012) Economic model predictive control of nonlinear process systems using Lyapunov techniques, AIChE J., vol 58, pp. 855-870
12. Burl, J.B. (1999) Linear Optimal Control, Addison-Wesley, Menlo Park.
13. Peng, J.K., A.M. Manthanwar and D.J. Chmielewski (2005) On the tuning of predictive controllers: The minimally backed-off operating point selection problem, Ind. Eng. Chem. Res., vol. 44, pp 7814-7822.
14. Mendoza-Serrano, D.I. and D.J. Chmielewski (2012) Controller and system design for HVAC with TES, Proc. of the Am. Cont. Conf., Montreal, Canada.
15. Chmielewski, D.J. and A.M. Manthanwar (2004) On the tuning of predictive controllers: Inverse optimality and the minimum variance covariance constrained control Problem," Ind. Eng. Chem. Res., vol. 43, pp 7807-7814.