Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Introduction Read chapter Read first chapter

2017 | OriginalPaper | Chapter

6. Control Design Based on State-Space Model

Authors : Ye Yao, Yuebin Yu

Published in: Modeling and Control in Air-conditioning Systems

Publisher: Springer Berlin Heidelberg

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In this chapter, the methodology of MPC in terms of the formulation, model structure, and solving method is first briefly reviewed. Then, Wiener, Hammerstein, and Hammerstein–Weiner structures are introduced, which can be used to handle the nonlinearity in a building system.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Virtual Measurement Modeling
next chapter Combined Forecasting Models for Air-Conditioning Load Prediction
Literature
1.
Qin, S.J., Badgwell, T.A.: A survey of industrial model predictive control technology. Control Eng. Pract. 11(7), 733–764 (2003)CrossRef
2.
Zhang, Y., Hanby, V.I.: Model-based control of renewable energy systems in buildings. HVAC&R Res. 12(3a), 739–760 (2006)CrossRef
3.
Yuan, S., Perez, R.: Multiple-zone ventilation and temperature control of a single-duct VAV system using model predictive strategy. Energy Build. 38(10), 1248–1261 (2006)CrossRef
4.
Freire, R.Z., Oliveira, G.H.C., Mendes, N.: Predictive controllers for thermal comfort optimization and energy savings. Energy Build. 40(7), 1352–1365 (2008)CrossRef
5.
Kolokotsa, D., Pouliezos, A., Stavrakakis, G., Lazos, C.: Predictive control techniques for energy and indoor environmental quality management in buildings. Build. Environ. 44(9), 1850–1863 (2009)CrossRef
6.
Spindler, H.C., Norfod, L.K.: Naturally ventilated and mixed-mode buildings—part II: Optimal control. Build. Environ. 44(4), 750–761 (2009)CrossRef
7.
Moroşan, P.D., Bourdais, R., Dumur, D., Buisson, J.: Building temperature regulation using a distributed model predictive control. Energy Build. 42(9), 1445–1452 (2010)CrossRef
8.
Ostendorp, P.M., Henze, G.P.: Model-predictive control of mixed-mode buildings with rule extraction. Build. Environ. 46(2), 428–437 (2011)CrossRef
9.
Karlsson, H., Hagentoft, C.E.: Application of model based predictive control for water-based floor heating in low energy residential buildings. Build. Environ. 46(5), 556–569 (2011)CrossRef
10.
Kim, S.H.: Building demand-side control using thermal energy storage under uncertainty: an adaptive multiple model-based predictive control approach. Build. Environ. 67(9), 111–128 (2012)
11.
Hazyuk, I., Ghiaus, C., Penhouet, D.: Optimal temperature control of intermittently heated buildings using model predictive control: part II—control algorithm. Build. Environ. 51(2), 388–394 (2002)
12.
Wang, S., Ma, Z.: Supervisory and optimal control of building HVAC systems: a review. HVAC&R Res. 14(1), 3–32 (2008)CrossRef
13.
Findeisen, R., Allgower, F.: An introduction to nonlinear model predictive control. In: 21st Benelux Meeting on Systems and Control, Veidhoven (2002)
14.
Allgower, F., Findeisen, R., Nagy, Z.K.: Nonlinear model predictive control: from theory to application. J. Chin. Inst. Chem. Eng. 35(3), 299–315 (2004)
15.
Henson, M.A.: Nonlinear model predictive control: current status and future directions. Comput. Chem. Eng. 23, 187–202 (1998)CrossRef
16.
Bequette, B.W.: Nonlinear model predictive control: a personal retrospective. Can. J. Chem. Eng. 85, 408–415 (2007)CrossRef
17.
Ydstie, B.E.: Extended horizon adaptive control. In: 9th IFAC World Congress, Budapest, Hungary (1984)
18.
Pathwardhan, R.S., Lakshminarayanan, S., Shah, S.L.: Constrained nonlinear MPC using Hammerstein and Wiener models: PLS framework. AIChE J. 44(7), 1611–1622 (1998)CrossRef
19.
Jakobsen, A.., Rasmussen, B., Skovrup, M.J., Fredsted, J.: Development of energy optimal capacity control in refrigeration systems. In: International Refrigeration and Air Conditioning Conference, pp. 329–336 (2000)
20.
Leducq, D., Guilpart, J., Trystram, G.: Nonlinear predictive control of a vapor compression cycle. Int. J. Refrig. 29, 761–772 (2006)CrossRef
21.
Jordan, A.J.: Linearization of nonlinear state equations. Bull. Pol. Acad. Sci.—Tech. Sci. 54(1), 63–73 (2006)MATH
22.
Jordan, A., Nowacki, J.P.: Global linearization of non-linear state equations. Int. J. Appl. Electromagn. Mech. 19, 637–642 (2003)
23.
Friedland, B.: Control System Design: An Introduction to State-Space Methods. ISBN-10: 0486442780 (2005)
24.
Ogata, K.: Modern control engineering. ISBN- 10, 0136156738 (2009)
25.
Jurinak, J.J.: Open Cycle Solid Desiccant Cooling—Component Models and system Simulations. PhD Thesis University of Wisconsin–Madison (1982)
26.
Deng, K., Barooah, P., Metha, P.G., Meyn, S.P.: Building thermal model reduction via aggregation of states. In: Proceedings of ACC 2010 (2010)
27.
Skartveit, A., Oleseth, J.A.: A model for the diffuse fraction of hourly global radiation. Sol. Energy 38(4), 271–274 (1987)CrossRef
28.
Skartveit, A., Oleseth, J.A., Tuft, M.E.: An hourly diffuse fraction model with correction for variability and surface albedo. Sol. Energy 63(3), 173–183 (1998)CrossRef
29.
Liu, B.Y.H., Jordan, R.C.: A rational procedure for predicting the long-term average performance of flat-plate solar-energy collectors. Sol. Energy 7(2), 53–74 (1963)CrossRef
30.
ASHRAE.: ANSI/ASHRAE Standard 55-2004 Thermal environmental conditions for human occupancy (2004)
31.
ISO.: ISO Standard 7730: ergonomics of the thermal environment—analytical determination and interpretation of thermal comfort using calculation of the PMV and PPD indices and local thermal comfort criteria (2005)
32.
Li, J.: Theory and Method of Linear Control System. Xi’an Electronic and Science University press, Xi’an (2009)
Metadata
Title
Control Design Based on State-Space Model
Authors
Ye Yao
Yuebin Yu
Copyright Year
2017
Publisher
Springer Berlin Heidelberg
Book
Modeling and Control in Air-conditioning Systems

Print ISBN: 978-3-662-53311-6

Electronic ISBN: 978-3-662-53313-0

Copyright Year: 2017

DOI
https://doi.org/10.1007/978-3-662-53313-0_6