Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/162464
Title: Distributed control of multizone HVAC systems considering indoor air quality
Authors: Yang, Yu
Srinivasan, Seshadhri
Hu, Guoqiang
Spanos, Costas J.
Keywords: Engineering::Electrical and electronic engineering
Issue Date: 2021
Source: Yang, Y., Srinivasan, S., Hu, G. & Spanos, C. J. (2021). Distributed control of multizone HVAC systems considering indoor air quality. IEEE Transactions On Control System Technology, 29(6), 2586-2597. https://dx.doi.org/10.1109/TCST.2020.3047407
Journal: IEEE Transactions on Control System Technology
Abstract: This paper studies a scalable control method for multi-zone heating, ventilation and air-conditioning (HVAC) systems to optimize the energy cost for maintaining thermal comfort and indoor air quality (IAQ) (represented by CO2) simultaneously. This problem is computationally challenging due to the complex system dynamics, various spatial and temporal couplings as well as multiple control variables to be coordinated. To address the challenges, we propose a two-level distributed method (TLDM) with a upper level and lower level control integrated. The upper level computes zone mass flow rates for maintaining zone thermal comfort with minimal energy cost, and then the lower level strategically regulates zone mass flow rates and the ventilation rate to achieve IAQ while preserving the near energy saving performance of upper level. As both the upper and lower level computation are deployed in a distributed manner, the proposed method is scalable and computationally efficient. The near-optimal performance of the method in energy cost saving is demonstrated through comparison with the centralized method. In addition, the comparisons with the existing distributed method show that our method can provide IAQ with only little increase of energy cost while the latter fails. Moreover, we demonstrate our method outperforms the demand controlled ventilation strategies (DCVs) for IAQ management with about 8-10% energy cost reduction.
URI: https://hdl.handle.net/10356/162464
ISSN: 1063-6536
DOI: 10.1109/TCST.2020.3047407
Rights: © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: https://doi.org/10.1109/TCST.2020.3047407.
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:EEE Journal Articles

Files in This Item:
File Description SizeFormat 
[TCST] Distributec control Multi-zone HVAC_IAQ_(final version).pdf1.58 MBAdobe PDFView/Open

SCOPUSTM   
Citations 20

11
Updated on Nov 20, 2022

Web of ScienceTM
Citations 20

7
Updated on Nov 21, 2022

Page view(s)

16
Updated on Nov 30, 2022

Download(s)

4
Updated on Nov 30, 2022

Google ScholarTM

Check

Altmetric


Plumx

Items in DR-NTU are protected by copyright, with all rights reserved, unless otherwise indicated.