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
  • [31] Optimal Design of Multi-zone Air-conditioning Systems for Buildings Requiring Strict Humidity Control
    Zhuang, Chaoqun
    Wang, Shengwei
    Tang, Rui
    INNOVATIVE SOLUTIONS FOR ENERGY TRANSITIONS, 2019, 158 : 3202 - 3207
  • [32] Energy efficiency of end-user groups for personalized HVAC control in multi-zone buildings
    Song, Kwonsik
    Jang, Youjin
    Park, Moonseo
    Lee, Hyun-Soo
    Ahn, Joseph
    ENERGY, 2020, 206
  • [33] Energy Budget Constrained Comfort Optimization for Smart Buildings
    Gaonkar, Pradnya
    Aadhithan, Amudheesan N.
    Bapat, Jyotsna
    Das, Debabrata
    2017 IEEE REGION 10 INTERNATIONAL SYMPOSIUM ON TECHNOLOGIES FOR SMART CITIES (IEEE TENSYMP 2017), 2017,
  • [34] Hierarchical multi-agent control framework for energy efficiency and carbon emission reduction in multi-zone buildings
    Mtibaa, Fatma
    Nguyen, Kim-Khoa
    Dermardiros, Vasken
    McDonald, Scott
    Venne, Jean-Simon
    Cheriet, Mohamed
    JOURNAL OF BUILDING ENGINEERING, 2023, 68
  • [35] Reinforcement Learning Based Optimization Method for Comfort-energy Balance in Multi-zone HVAC System
    Li, Xiaolong
    Shi, Rui
    Deng, Heng
    Zhang, Liguo
    2024 14TH ASIAN CONTROL CONFERENCE, ASCC 2024, 2024, : 1736 - 1741
  • [36] Advances in research for underground buildings: Energy, thermal comfort and indoor air quality
    Yu, Jia
    Kang, Yanming
    Zhai, Zhiqiang
    ENERGY AND BUILDINGS, 2020, 215
  • [37] CITIZENS' ATTITUDES ON ENERGY EFFICIENCY Thermal comfort and air quality in apartment buildings
    Milovanovic, Bojan
    Bagaric, Marina
    GRADEVINAR, 2022, 74 (12): : 1110 - 1114
  • [38] MPC control for improving energy efficiency of a building air handler for multi-zone VAVs
    Liang, Wei
    Quinte, Rebecca
    Jia, Xiaobao
    Sun, Jian-Qiao
    BUILDING AND ENVIRONMENT, 2015, 92 : 256 - 268
  • [39] Control Strategies in Multi-Zone Air Conditioning Systems
    Rismanchi, Behzad
    Zambrano, Juan Mahecha
    Saxby, Bryan
    Tuck, Ross
    Stenning, Mark
    ENERGIES, 2019, 12 (03)
  • [40] Estimates of Uncertainty in Multi-Zone Air Leakage Measurements
    Hult, Erin L.
    Sherman, Max H.
    INTERNATIONAL JOURNAL OF VENTILATION, 2014, 12 (04) : 359 - 368