Air quality and comfort constrained energy efficient operation of multi-zone buildings

被引:1
|
作者
Naqvi, S. [2 ,4 ]
Kar, K. [1 ]
Bhattacharya, S. [2 ]
Chandan, V. [3 ]
Mishra, S. [1 ]
Salsbury, T. [2 ]
机构
[1] Rensselaer Polytech Inst, Troy, NY USA
[2] Pacific Northwest Natl Lab, Richland, WA USA
[3] CrossnoKaye, Santa Barbara, CA USA
[4] Apt 04-12,400 Mhesney Ave Ext, Troy, NY 12180 USA
基金
美国国家科学基金会;
关键词
Multi-zone buildings; HVAC systems; Indoor air quality; Energy efficiency; Thermal discomfort; THERMAL COMFORT; HVAC SYSTEMS; INDOOR; OPTIMIZATION;
D O I
10.1016/j.buildenv.2023.110716
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Maintaining indoor air quality (IAQ) through effective ventilation is essential for the well-being and produc-tivity of building occupants. Control strategies aimed at improving the efficiency of heating, ventilation and air conditioning (HVAC) systems must jointly determine ventilation and heating and cooling processes. In this paper, we study the problem of minimizing the energy consumption of the HVAC system in a multi-zone building, while meeting thermal comfort and IAQ requirements. We first perform a steady state analysis of the zonal carbon dioxide (CO2) concentration and the temperature dynamics. The resulting expressions are convex in the zonal mass flow rates and zonal temperatures. Guided by the steady state solutions for meeting the thermal comfort constraints, we develop two control policies for improving the energy efficiency of building HVAC systems while jointly satisfying indoor temperature and IAQ constraints. We compare the performance of our proposed approaches with those of multiple baseline approaches which implement separate regimes for controlling zonal temperature and IAQ for a typical work-day in a multi-zone campus building. We have evaluated the performance of our proposed approaches under varying levels of flexibility in zonal temperatures. We have shown that zonal temperature flexibility can result in energy savings up to 32% (for the same control strategies) as compared to the case where no such flexibility is permitted. Our proposed approaches were seen to offer potential savings of nearly 29% compared to the baseline.
引用
收藏
页数:16
相关论文
共 50 条
  • [21] A CONSTRAINED OPTIMIZATION APPROACH FOR MULTI-ZONE SURROUND SOUND
    Betlehem, Terence
    Teal, Paul D.
    2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 437 - 440
  • [22] Does energy-efficient renovation positively impact thermal comfort and air quality in university buildings?
    Run, Keovathana
    Cevaer, Franck
    Dube, Jean-Francois
    JOURNAL OF BUILDING ENGINEERING, 2023, 78
  • [23] Energy Management of Multi-zone Buildings Based on Multi-agent Control and Particle Swarm Optimization
    Yang, Rui
    Wang, Lingfeng
    2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2011, : 159 - 164
  • [24] Indoor air quality in sustainable, energy efficient buildings
    Persily, Andrew K.
    Emmerich, Steven J.
    HVAC&R RESEARCH, 2012, 18 (1-2): : 4 - 20
  • [25] A Light Control Technique for Energy-Efficient Buildings in Visual Comfort Constrained Environment
    Lee, Woonsik
    Immadi, Prudhvitej
    Song, Kwanwoo
    Cho, Hyejung
    2017 2ND INTERNATIONAL MULTIDISCIPLINARY CONFERENCE ON COMPUTER AND ENERGY SCIENCE (SPLITECH), 2017, : 215 - 219
  • [26] Flexibility characterization of multi-zone buildings via distributed optimization
    Lin, Fu
    Adetola, Veronica
    2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), 2018, : 5412 - 5417
  • [27] Distributed Control of Multi-zone Commercial Buildings for Demand Response
    Tang, Suigu
    Xu, Yinliang
    2017 IEEE CONFERENCE ON ENERGY INTERNET AND ENERGY SYSTEM INTEGRATION (EI2), 2017,
  • [28] Smart decentralized MPC for temperature control in multi-zone buildings
    Gommers, Sjors
    Lazar, Mircea
    2021 29TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2021, : 415 - 420
  • [29] Virtual surface temperature sensor for multi-zone commercial buildings
    Yu, Yuebin
    Woradechjumroen, Denchai
    Yu, Daihong
    INTERNATIONAL CONFERENCE ON APPLIED ENERGY, ICAE2014, 2014, 61 : 21 - 24
  • [30] Multi-zone parabolotoric microconcentrator of solar energy
    Arbuzov, Yuri D.
    Evdokimov, Vladimir M.
    Shepovalova, Olga V.
    TECHNOLOGIES AND MATERIALS FOR RENEWABLE ENERGY, ENVIRONMENT AND SUSTAINABILITY: TMREES19GR, 2019, 2190