Model predictive control of VAV zone thermal systems concerning bi-linearity and gain nonlinearity

被引:77
作者
Huang, Gongsheng [1 ]
机构
[1] City Univ Hong Kong, Div Bldg Sci & Technol, Kowloon, Hong Kong, Peoples R China
关键词
Model predictive control; Bi-linearity; Cooling load uncertainty; Gain-scheduling; Air-conditioning systems; FEEDBACK LINEARIZATION; TEMPERATURE CONTROL;
D O I
10.1016/j.conengprac.2011.03.005
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new control strategy is proposed for zone thermal systems to deal with nonlinearities, uncertainties and constraints. The temperature control of VAV zone thermal systems is investigated. The system consists of two constrained processes: a zone temperature process with input-output bi-linearity and uncertainty, and a damper process with gain nonlinearity. Model predictive control is adopted for control design: a bilinear predictive controller is designed for the zone temperature process and a gain-scheduled robust predictive controller for the damper process. Both controllers deal with constraints directly and they operate in a cascaded manner. Case studies are given to show the effectiveness of the proposed strategy. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:700 / 710
页数:11
相关论文
共 31 条
  • [1] MIMO robust control for HVAC systems
    Anderson, Michael
    Buehner, Michael
    Young, Peter
    Hittle, Douglas
    Anderson, Charles
    Tu, Jilin
    Hodgson, David
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2008, 16 (03) : 475 - 483
  • [2] [Anonymous], 2005, IFAC P
  • [3] [Anonymous], 1997, COMPUTER CONTROLLED
  • [4] Nonlinear control of a heating, ventilating, and air conditioning system with thermal load estimation
    Argüello-Serrano, B
    Vélez-Reyes, M
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 1999, 7 (01) : 56 - 63
  • [5] Constrained control of SISO bilinear systems
    Bacic, M
    Cannon, M
    Kouvaritakis, B
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (08) : 1443 - 1447
  • [6] The dynamic response of Coriolis mass flow meters
    Cheesewright, R
    Clark, C
    Belhadj, A
    Hou, YY
    [J]. JOURNAL OF FLUIDS AND STRUCTURES, 2003, 18 (02) : 165 - 178
  • [7] Tuning guidelines of a dynamic matrix controller for integrating (non-self-regulating) processes
    Dougherty, D
    Cooper, DJ
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2003, 42 (08) : 1739 - 1752
  • [8] Grondzik W.T., 2007, Air-Conditioning System Design Manual
  • [9] Nonlinear MPC based on a Volterra series model for greenhouse temperature control using natural ventilation
    Gruber, J. K.
    Guzman, J. L.
    Rodriguez, F.
    Bordons, C.
    Berenguel, M.
    Sanchez, J. A.
    [J]. CONTROL ENGINEERING PRACTICE, 2011, 19 (04) : 354 - 366
  • [10] Huang G. S., 2009, 7 AS CONTR C HONG KO