Identification for Cooling System in Flower Greenhouse

Sebastian Roncancio; Jose Vuelvas; Diego Patino; Carlos Adrian Correa-Florez

doi:10.1109/CCAC51819.2021.9633264

Identification for Cooling System in Flower Greenhouse

Sebastian Roncancio
, Jose Vuelvas
, Diego Patino
, Carlos Adrian Correa-Florez

Department of Electronic Engineering

Universidad Javeriana

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

The Heating Ventilation and Air Conditioning (HVAC) systems are essential loads in world energy consumption. The proper management of these loads produces a reduction in energy demand. Colombia is an agricultural country, one of its favorite products is flowers. That product needs to be refrigerated for three months to maintain its quality or complete many flowers (a batch) to export and commercialize. In favor of this reason, it is crucial to have an exemplary refrigeration system or improve the current one. This article presents the comparison among some standard system identification algorithms. This development is vital to the flower greenhouses in the Boyacá region to improving efficiency in the post-harvest stage. Matlab software makes the data processing and executes some system identification algorithms in order to determine the most suitable tool for flower greenhouse cooling systems. This process aims to get a fitting percentage above 80%. As a result, the N4SID algorithm presents the best performance with a fitting of 81.23%.

Original language	English
Title of host publication	Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021
Editors	Diana Marcela Ovalle Martinez, Luis Francisco Combita Alfonso
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	86-91
Number of pages	6
ISBN (Electronic)	9781665418836
DOIs	https://doi.org/10.1109/CCAC51819.2021.9633264
State	Published - 2021
Event	5th IEEE Colombian Conference on Automatic Control, CCAC 2021 - Ibague, Colombia Duration: 19 Oct 2021 → 22 Oct 2021

Publication series

Name	Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021

Conference

Conference	5th IEEE Colombian Conference on Automatic Control, CCAC 2021
Country/Territory	Colombia
City	Ibague
Period	19/10/21 → 22/10/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

ARMAX
ARX
Identification systems
MOESP
N4SID

Access to Document

10.1109/CCAC51819.2021.9633264

Cite this

Roncancio, S., Vuelvas, J., Patino, D., & Correa-Florez, C. A. (2021). Identification for Cooling System in Flower Greenhouse. In D. M. O. Martinez, & L. F. C. Alfonso (Eds.), Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021 (pp. 86-91). (Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCAC51819.2021.9633264

Roncancio, Sebastian ; Vuelvas, Jose ; Patino, Diego et al. / Identification for Cooling System in Flower Greenhouse. Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021. editor / Diana Marcela Ovalle Martinez ; Luis Francisco Combita Alfonso. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 86-91 (Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021).

@inproceedings{0a81d83c6aee467b8f09e69ac8ca65ea,

title = "Identification for Cooling System in Flower Greenhouse",

abstract = "The Heating Ventilation and Air Conditioning (HVAC) systems are essential loads in world energy consumption. The proper management of these loads produces a reduction in energy demand. Colombia is an agricultural country, one of its favorite products is flowers. That product needs to be refrigerated for three months to maintain its quality or complete many flowers (a batch) to export and commercialize. In favor of this reason, it is crucial to have an exemplary refrigeration system or improve the current one. This article presents the comparison among some standard system identification algorithms. This development is vital to the flower greenhouses in the Boyac{\'a} region to improving efficiency in the post-harvest stage. Matlab software makes the data processing and executes some system identification algorithms in order to determine the most suitable tool for flower greenhouse cooling systems. This process aims to get a fitting percentage above 80\%. As a result, the N4SID algorithm presents the best performance with a fitting of 81.23\%.",

keywords = "ARMAX, ARX, Identification systems, MOESP, N4SID",

author = "Sebastian Roncancio and Jose Vuelvas and Diego Patino and Correa-Florez, \{Carlos Adrian\}",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 5th IEEE Colombian Conference on Automatic Control, CCAC 2021 ; Conference date: 19-10-2021 Through 22-10-2021",

year = "2021",

doi = "10.1109/CCAC51819.2021.9633264",

language = "English",

series = "Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "86--91",

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booktitle = "Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021",

address = "United States",

}

Roncancio, S, Vuelvas, J , Patino, D & Correa-Florez, CA 2021, Identification for Cooling System in Flower Greenhouse. in DMO Martinez & LFC Alfonso (eds), Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021. Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021, Institute of Electrical and Electronics Engineers Inc., pp. 86-91, 5th IEEE Colombian Conference on Automatic Control, CCAC 2021, Ibague, Colombia, 19/10/21. https://doi.org/10.1109/CCAC51819.2021.9633264

Identification for Cooling System in Flower Greenhouse. / Roncancio, Sebastian; Vuelvas, Jose ; Patino, Diego et al.
Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021. ed. / Diana Marcela Ovalle Martinez; Luis Francisco Combita Alfonso. Institute of Electrical and Electronics Engineers Inc., 2021. p. 86-91 (Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Identification for Cooling System in Flower Greenhouse

AU - Roncancio, Sebastian

AU - Vuelvas, Jose

AU - Patino, Diego

AU - Correa-Florez, Carlos Adrian

PY - 2021

Y1 - 2021

N2 - The Heating Ventilation and Air Conditioning (HVAC) systems are essential loads in world energy consumption. The proper management of these loads produces a reduction in energy demand. Colombia is an agricultural country, one of its favorite products is flowers. That product needs to be refrigerated for three months to maintain its quality or complete many flowers (a batch) to export and commercialize. In favor of this reason, it is crucial to have an exemplary refrigeration system or improve the current one. This article presents the comparison among some standard system identification algorithms. This development is vital to the flower greenhouses in the Boyacá region to improving efficiency in the post-harvest stage. Matlab software makes the data processing and executes some system identification algorithms in order to determine the most suitable tool for flower greenhouse cooling systems. This process aims to get a fitting percentage above 80%. As a result, the N4SID algorithm presents the best performance with a fitting of 81.23%.

AB - The Heating Ventilation and Air Conditioning (HVAC) systems are essential loads in world energy consumption. The proper management of these loads produces a reduction in energy demand. Colombia is an agricultural country, one of its favorite products is flowers. That product needs to be refrigerated for three months to maintain its quality or complete many flowers (a batch) to export and commercialize. In favor of this reason, it is crucial to have an exemplary refrigeration system or improve the current one. This article presents the comparison among some standard system identification algorithms. This development is vital to the flower greenhouses in the Boyacá region to improving efficiency in the post-harvest stage. Matlab software makes the data processing and executes some system identification algorithms in order to determine the most suitable tool for flower greenhouse cooling systems. This process aims to get a fitting percentage above 80%. As a result, the N4SID algorithm presents the best performance with a fitting of 81.23%.

KW - ARMAX

KW - ARX

KW - Identification systems

KW - MOESP

KW - N4SID

UR - https://www.scopus.com/pages/publications/85124140421

U2 - 10.1109/CCAC51819.2021.9633264

DO - 10.1109/CCAC51819.2021.9633264

M3 - Conference contribution

AN - SCOPUS:85124140421

T3 - Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021

SP - 86

EP - 91

BT - Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021

A2 - Martinez, Diana Marcela Ovalle

A2 - Alfonso, Luis Francisco Combita

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 5th IEEE Colombian Conference on Automatic Control, CCAC 2021

Y2 - 19 October 2021 through 22 October 2021

ER -

Roncancio S, Vuelvas J , Patino D, Correa-Florez CA. Identification for Cooling System in Flower Greenhouse. In Martinez DMO, Alfonso LFC, editors, Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 86-91. (Proceedings of the 2021 IEEE 5th Colombian Conference on Automatic Control, CCAC 2021). doi: 10.1109/CCAC51819.2021.9633264

Identification for Cooling System in Flower Greenhouse

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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