• DocumentCode
    185020
  • Title

    Optimal sensor and actuator deployment for HVAC control system design

  • Author

    Huazhen Fang ; Sharma, Ritu ; Patil, Rahul

  • Author_Institution
    Dept. of Mech. Eng., Univ. of California, San Diego, La Jolla, CA, USA
  • fYear
    2014
  • fDate
    4-6 June 2014
  • Firstpage
    2240
  • Lastpage
    2246
  • Abstract
    This paper studies control-theory-inspired optimal sensor and actuator deployment to improve the temperature monitoring and control performance of HVAC (heating, ventilation and air conditioning) systems in buildings. The deployment strategies are based on maximizing observability- and controllability-based metrics such as the respective Gramians. Our solution approach has the following benefits compared to previous work. First, an analytical, closed-form solution is developed. Second, the computational cost is low to ensure practical use of our approach. The effectiveness of our deployment strategies is demonstrated via simulation examples and by calculating different metrics of relevance.
  • Keywords
    HVAC; actuators; buildings (structures); controllability; observability; sensors; Gramians; HVAC control system design; actuator deployment; buildings; closed-form solution; computational cost; control performance improvement; controllability-based metrics; deployment strategies; heating, ventilation and air conditioning systems; observability-based metrics; optimal sensor; temperature monitoring; Actuators; Atmospheric modeling; Heat transfer; Mathematical model; Observability; Temperature measurement; Temperature sensors; Building and facility automation; Emerging control applications; Linear systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2014
  • Conference_Location
    Portland, OR
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4799-3272-6
  • Type

    conf

  • DOI
    10.1109/ACC.2014.6859417
  • Filename
    6859417