메뉴 건너뛰기




Volumn 77, Issue , 2014, Pages 377-392

Handling model uncertainty in model predictive control for energy efficient buildings

Author keywords

Building control; Building HVAC system; Kalman filter; Model predictive control; Modeling uncertainty

Indexed keywords

BUILDINGS; CLIMATE CONTROL; CONTROLLERS; ENERGY EFFICIENCY; ENERGY UTILIZATION; KALMAN FILTERS; MODEL PREDICTIVE CONTROL; ROBUST CONTROL; UNCERTAINTY ANALYSIS;

EID: 84899458309     PISSN: 03787788     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enbuild.2014.03.057     Document Type: Article
Times cited : (205)

References (52)
  • 2
    • 0004753584 scopus 로고
    • American Society of Heating, Refrigerating, and Air-Conditioning Engineers
    • ASHRAE Standard 90.1 1989 American Society of Heating, Refrigerating, and Air-Conditioning Engineers
    • (1989) ASHRAE Standard 90.1
  • 3
    • 84867833205 scopus 로고    scopus 로고
    • Total and peak energy consumption minimization of building HVAC systems using model predictive control
    • M. Maasoumy, and A. Sangiovanni-Vincentelli Total and peak energy consumption minimization of building HVAC systems using model predictive control IEEE, Design and Test of Computers 2012
    • (2012) IEEE, Design and Test of Computers
    • Maasoumy, M.1    Sangiovanni-Vincentelli, A.2
  • 4
    • 62949207319 scopus 로고    scopus 로고
    • A tractable approximation of chance constrained stochastic MPC based on affine disturbance feedback
    • F. Oldewurtel, C.N. Jones, and M. Morari A tractable approximation of chance constrained stochastic MPC based on affine disturbance feedback 47th IEEE Conference on Decision and Control (CDC) 2008 4731 4736
    • (2008) 47th IEEE Conference on Decision and Control (CDC) , pp. 4731-4736
    • Oldewurtel, F.1    Jones, C.N.2    Morari, M.3
  • 10
    • 77649219633 scopus 로고    scopus 로고
    • Robust MPC for temperature control of air-conditioning systems concerning on constraints and multiple uncertainties
    • X. Xu, S. Wang, and G. Huang Robust MPC for temperature control of air-conditioning systems concerning on constraints and multiple uncertainties Building Services Engineering Research and Technology 31 1 2010 39 55
    • (2010) Building Services Engineering Research and Technology , vol.31 , Issue.1 , pp. 39-55
    • Xu, X.1    Wang, S.2    Huang, G.3
  • 11
    • 79955483400 scopus 로고    scopus 로고
    • Experimental analysis of model predictive control for an energy efficient building heating system
    • J. Široký, F. Oldewurtel, J. Cigler, and S. Prí vara Experimental analysis of model predictive control for an energy efficient building heating system Applied Energy 88 9 2011 3079 3087
    • (2011) Applied Energy , vol.88 , Issue.9 , pp. 3079-3087
    • Široký, J.1    Oldewurtel, F.2    Cigler, J.3    Prí Vara, S.4
  • 13
    • 77957011342 scopus 로고    scopus 로고
    • Building temperature regulation using a distributed model predictive control
    • P.D. Morosan, R. Bourdais, D. Dumur, and J. Buisson Building temperature regulation using a distributed model predictive control Energy and Buildings 42 9 2010 1445 1452
    • (2010) Energy and Buildings , vol.42 , Issue.9 , pp. 1445-1452
    • Morosan, P.D.1    Bourdais, R.2    Dumur, D.3    Buisson, J.4
  • 14
    • 33644689113 scopus 로고    scopus 로고
    • Tractable approximations to robust conic optimization problems
    • DOI 10.1007/s10107-005-0677-1
    • D. Bertsimas, and M. Sim Tractable approximations to robust conic optimization problems Mathematical Programming 107 1/2 2006 5 36 (Pubitemid 43334012)
    • (2006) Mathematical Programming , vol.107 , Issue.1-2 , pp. 5-36
    • Bertsimas, D.1    Sim, M.2
  • 15
    • 80053147195 scopus 로고    scopus 로고
    • A distributed predictive control approach to building temperature regulation
    • San Francisco, CA
    • Y. Ma, G. Anderson, and F. Borrelli A distributed predictive control approach to building temperature regulation American Control Conference (ACC) San Francisco, CA 2011
    • (2011) American Control Conference (ACC)
    • Ma, Y.1    Anderson, G.2    Borrelli, F.3
  • 17
    • 84863008177 scopus 로고    scopus 로고
    • Optimization of predicted mean vote index within model predictive control framework: Computationally tractable solution
    • J. Cigler, S. Prí vara, Z. Váňa, E. Žáčeková, and L. Ferkl Optimization of predicted mean vote index within model predictive control framework: computationally tractable solution Energy and Buildings 52 2012 39 49
    • (2012) Energy and Buildings , vol.52 , pp. 39-49
    • Cigler, J.1    Prí Vara, S.2    Váňa, Z.3    Žá čeková, E.4    Ferkl, L.5
  • 19
    • 84862543932 scopus 로고    scopus 로고
    • Model-based robust temperature control for VAV air-conditioning system
    • G. Huang, and F. Jordán Model-based robust temperature control for VAV air-conditioning system HVAC&R Research 18 3 2012 432 445
    • (2012) HVAC&R Research , vol.18 , Issue.3 , pp. 432-445
    • Huang, G.1    Jordán, F.2
  • 25
    • 33750931202 scopus 로고    scopus 로고
    • Sigma-point Kalman filtering for battery management systems of LiPB-based HEV battery packs. Part 2: Simultaneous state and parameter estimation
    • DOI 10.1016/j.jpowsour.2006.06.004, PII S0378775306011438
    • Gregory L. Plett Sigma-point Kalman filtering for battery management systems of LiPB-based HEV battery packs: part 2: simultaneous state and parameter estimation Journal of Power Sources 161 2 2006 1369 1384 (Pubitemid 44738780)
    • (2006) Journal of Power Sources , vol.161 , Issue.2 , pp. 1369-1384
    • Plett, G.L.1
  • 26
    • 11944268965 scopus 로고    scopus 로고
    • Dual state-parameter estimation of hydrological models using ensemble Kalman filter
    • DOI 10.1016/j.advwatres.2004.09.002, PII S0309170804001605
    • H. Moradkhani, S. Sorooshian, H.V. Gupta, and P.R. Houser Dual state-parameter estimation of hydrological models using ensemble Kalman filter Advances in Water Resources 28 2 2005 135 147 (Pubitemid 40102390)
    • (2005) Advances in Water Resources , vol.28 , Issue.2 , pp. 135-147
    • Moradkhani, H.1    Sorooshian, S.2    Gupta, H.V.3    Houser, P.R.4
  • 29
    • 36549076471 scopus 로고    scopus 로고
    • Contrasting the capabilities of building energy performance simulation programs
    • DOI 10.1016/j.buildenv.2006.10.027, PII S0360132306003234, Building Performance Simulation
    • D.B. Crawley, J.W. Hand, M. Kummert, and B.T. Griffith Contrasting the capabilities of building energy performance simulation programs Building and Environment 3 4 2008 661 673 (Pubitemid 350177309)
    • (2008) Building and Environment , vol.43 , Issue.4 , pp. 661-673
    • Crawley, D.B.1    Hand, J.W.2    Kummert, M.3    Griffith, B.T.4
  • 35
    • 84899438511 scopus 로고    scopus 로고
    • Mehdi Maasoumy Haghighi. Controlling energy-efficient buildings in the context of smart grid: a cyber physical system approach. Number UCB/EECS-2013-244, Dec 2013
    • Mehdi Maasoumy Haghighi. Controlling energy-efficient buildings in the context of smart grid: a cyber physical system approach. Number UCB/EECS-2013-244, Dec 2013.
  • 36
    • 0031235414 scopus 로고    scopus 로고
    • Estimating the inputs of gas transport processes in buildings
    • PII S1063653697062076
    • C.C. Federspiel Estimating the inputs of gas transport processes in buildings IEEE Transactions on Control Systems Technology 5 5 1997 480 489 (Pubitemid 127768443)
    • (1997) IEEE Transactions on Control Systems Technology , vol.5 , Issue.5 , pp. 480-489
    • Federspiel, C.C.1
  • 43
    • 0036642956 scopus 로고    scopus 로고
    • Thermal comfort in naturally ventilated buildings: Revisions to ASHRAE Standard 55
    • DOI 10.1016/S0378-7788(02)00005-1, PII S0378778802000051
    • R. de Dear, and G.S. Brager Thermal comfort in naturally ventilated buildings: revisions to ASHRAE Standard 55 Energy and Buildings 34 6 2002 549 561 (Pubitemid 34405381)
    • (2002) Energy and Buildings , vol.34 , Issue.6 , pp. 549-561
    • De Dear, R.J.1    Brager, G.S.2
  • 44
    • 0035407602 scopus 로고    scopus 로고
    • The adaptive model of thermal comfort and energy conservation in the built environment
    • DOI 10.1007/s004840100093
    • R. de Dear, and G.S. Brager The adaptive model of thermal comfort and energy conservation in the built environment International Journal of Biometeorology 45 2 2001 100 108 (Pubitemid 33626747)
    • (2001) International Journal of Biometeorology , vol.45 , Issue.2 , pp. 100-108
    • De Dear, R.1    Brager, G.S.2
  • 47
    • 20344396845 scopus 로고    scopus 로고
    • YALMIP: A toolbox for modeling and optimization in MATLAB
    • Taipei, Taiwan
    • J. Löfberg YALMIP: a toolbox for modeling and optimization in MATLAB Proceedings of the CACSD Conference Taipei, Taiwan 2004 http://users.isy.liu. se/johanl/yalmip
    • (2004) Proceedings of the CACSD Conference
    • Löfberg, J.1
  • 49
    • 84905715150 scopus 로고    scopus 로고
    • Model predictive control approach to online computation of demand-side flexibility of commercial buildings hvac systems for supply following
    • M. Maasoumy Model predictive control approach to online computation of demand-side flexibility of commercial buildings hvac systems for supply following IEEE American Control Conference (ACC 2014) 2014
    • (2014) IEEE American Control Conference (ACC 2014)
    • Maasoumy, M.1
  • 50
    • 78651276390 scopus 로고    scopus 로고
    • "IBM ILOG CPLEX Optimizer" 2012 http://www.ibm.com/software/ integration/optimi-zation/cplex-optimizer/
    • (2012) IBM ILOG CPLEX Optimizer
  • 51
    • 84855916006 scopus 로고    scopus 로고
    • Use of weather and occupancy forecasts for optimal building climate control (OptiControl): Two years progress report
    • Switzerland and Building Technologies Division, Siemens Switzerland Ltd., Zug, Switzerland
    • D. Gyalistras, and M. Gwerder Use of weather and occupancy forecasts for optimal building climate control (OptiControl): two years progress report Terrestrial Systems Ecology ETH Zurich Switzerland and Building Technologies Division, Siemens Switzerland Ltd., Zug, Switzerland 2010
    • (2010) Terrestrial Systems Ecology ETH Zurich
    • Gyalistras, D.1    Gwerder, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.