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Original Articles

A general approach for generating reduced-order models for large multi-zone buildings

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Pages 435-448 | Received 15 Jun 2014, Accepted 14 Oct 2014, Published online: 14 Nov 2014

References

  • Antoulas A. 2005. Approximation of Large-Scale Dynamical Systems, Vol. 6, Philadelphia: Society for Industrial Mathematics.
  • Antoulas A., Sorensen D., Gugercin S.. 2001. “A Survey of Model Reduction Methods for Large-Scale Systems.” Contemporary Mathematics 280: 193–220. doi: 10.1090/conm/280/04630
  • Bruinsma N., Steinbuch M.. 1990. “A Fast Algorithm to Compute the H-norm of a Transfer Function Matrix.” Systems & Control Letters 14 (4): 287–293. doi: 10.1016/0167-6911(90)90049-Z
  • Crawley D., Lawrie L., Pedersen C., Winkelmann F.. 2000. “Energy Plus: Energy Simulation Program.” ASHRAE Journal 42 (4): 49–56.
  • Deng K., Barooah P., Mehta P. G., Meyn S. P.. 2010. “Building Thermal Model Reduction via Aggregation of States.” American Control Conference (ACC), Baltimore, MD, 5118–5123.
  • Georgescu M., Eisenhower B., Mezic I.. 2012. “Creating Zoning Approximations to Building Energy Models Using the Koopman Operator.” IBPSA-USA SimBuild, Madison, WI, 40–47.
  • Gouda M., Danaher S., Underwood C.. 2002. “Building Thermal Model Reduction using Nonlinear Constrained Optimization.” Building and Environment 37 (12): 1255–1265. doi: 10.1016/S0360-1323(01)00121-4
  • Goyal S., Barooah P.. 2012. “A Method for Model-Reduction of non-Linear Thermal Dynamics of Multi-Zone Buildings.” Energy and Buildings 47: 332–340. doi: 10.1016/j.enbuild.2011.12.005
  • Green M., Limebeer D. J. N.. 1995. Linear Robust Control. Englewood Cliffs, NJ: Prentice Hall.
  • Gugercin S., Antoulas A. C.. 2004. “A Survey of Model Reduction by Balanced Truncation and Some New Results.” International Journal of Control 77 (8): 748–766. doi: 10.1080/00207170410001713448
  • Hong T. 2009. EnergyPlus Run Time Analysis. Lawrence Berkeley National Laboratory. http://escholarship.org/uc/item/36h4m5z0
  • Hong T., Buhl F., Haves P., Selkowitz S. S., Wetter M. 2008. “Comparing Computer Run Time of Building Simulation Programs.” Building Simulation, Vol. 1, 210–213.
  • Kim D., Braun J. E.. 2012. “Reduced-Order Building Modeling for Application to Model-Based Predictive Control.” Simuild 2012, Fifth national conference of IBPSA-USA, Madison, WI.
  • Kim D., Zuo W., Braun J. E., Wetter M.. 2013. “Comparisons of Building System Modeling Approaches for Control System Design.” Paper presented at the 13th conference of International Building Performance Simulation Association, Chambéry, France.
  • Klein S., W. Beckman, J. Mitchell, J. Duffie, N. Duffie, T. Freeman, J. Mitchell, et al. 2004. TRNSYS 16–A TRaNsient System Simulation Program, user manual. Madison, WI: Solar Energy Laboratory, University of Wisconsin-Madison.
  • Lall S., Marsden J. E., Glavaški S.. 2002. “A Subspace Approach to Balanced Truncation for Model Reduction of Nonlinear Control Systems.” International Journal of Robust and Nonlinear Control 12 (6): 519–535. doi: 10.1002/rnc.657
  • Ménézo C., Roux J., Virgone J.. 2002. “Modelling Heat Transfers in Building by Coupling Reduced-Order Models.” Building and Environment 37 (2): 133–144. doi: 10.1016/S0360-1323(01)00023-3
  • Modest M. F. 2003. Radiative Heat Transfer. New York: Academic Press.
  • Moore B. 1981. “Principal Component Analysis in Linear Systems: Controllability, Observability, and Model Reduction.” IEEE Transactions on Automatic Control 26 (1): 17–32. doi: 10.1109/TAC.1981.1102568
  • Palomo E., Bonnefous Y., Déqué F.. 1997. “Guidance for the Selection of a Reduction Technique for Thermal Models.” Proceedings of building simulation'97 conference, Prague, Czech Republic.
  • Palomo Del Barrio E., Lefebvre G., Behar P., Bailly N.. 2000. “Using Model Size Reduction Techniques for Thermal Control Applications in Buildings.” Energy and Buildings 33 (1): 1–14. doi: 10.1016/S0378-7788(00)00060-8
  • Schilders, W. H., Van der Vorst H. A., Rommes J., eds. 2008. A survey on model reduction of coupled systems. Model Order Reduction: Theory, Research Aspects and Applications, Vol. 13, Berlin: Springer, 133–155.
  • Sandberg H., Murray R. M.. 2009. “Model Reduction of Interconnected Linear Systems.” Optimal Control Applications and Methods 30 (3): 225–245. doi: 10.1002/oca.854
  • Skogestad S., Postlethwaite I.. 2007. Multivariable Feedback Control: Analysis and Design, Vol. 2, New York: Wiley.
  • Wetter M., Zuo W., Nouidui T., Pang X.. 2014. “Modelica Buildings Library.” Journal of Building Performance Simulation 7 (4): 253–270. doi: 10.1080/19401493.2013.765506
  • Zhou K., Doyle J.. 1998. Essentials of Robust Control, Vol. 104, Upper Saddle River, NJ: Prentice-Hall.

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