Fractional order PV/T model design and estimation using the fractional observer

Amer Aziz; Muwahida Liaquat; Aamer Iqbal Bhatti; Lahoucine Ouhsaine

doi:10.5220/0010512006490655

Fractional order PV/T model design and estimation using the fractional observer

Amer Aziz
, Muwahida Liaquat
, Aamer Iqbal Bhatti
, Lahoucine Ouhsaine

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

Abstract

In the last decade, the demand for renewable energy sources has been increased due to factors which include the rising fuel price and pollution, and consequently research on solar energy sources has been increased to improve their efficiency. Photovoltaic Thermal (PV/T) system provides electrical power and heat simultaneously, which is the promising technology. This research paper illustrates the simulation of the comprehensive thermal-based mathematical model of the PV/T system with the joint estimation of the system states: the temperature at each node, and disturbance using Fractional-High Order Sliding Mode Observer (HOSMO). A fractional-order differential equation describes the PV/T system because of its characterization in heterogeneous media and its multilayers structure. Fractional-HOSMO is a robust observer that can be used further for the reduced-sensor control of PVT, which can be comparatively cheap. The parameter values are derived from the thermal configuration of the layers and the properties of constituents.

Original language	English
Title of host publication	Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021
Editors	Oleg Gusikhin, Henk Nijmeijer, Kurosh Madani
Publisher	SciTePress
Pages	649-655
Number of pages	7
ISBN (Electronic)	9789897585227
DOIs	https://doi.org/10.5220/0010512006490655
State	Published - 2021
Externally published	Yes
Event	18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021 - Virtual, Online Duration: 6 Jul 2021 → 8 Jul 2021

Publication series

Name	Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021

Conference

Conference	18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021
City	Virtual, Online
Period	6/07/21 → 8/07/21

Bibliographical note

Publisher Copyright:
© 2021 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Disturbance
Estimation
Fractional-HOSMO
Fractional-order system
Observation
PV/T hybrid system
Pseudo state

ASJC Scopus subject areas

Control and Systems Engineering
Computer Vision and Pattern Recognition
Artificial Intelligence
Signal Processing

Access to Document

10.5220/0010512006490655

Cite this

Aziz, A., Liaquat, M., Bhatti, A. I., & Ouhsaine, L. (2021). Fractional order PV/T model design and estimation using the fractional observer. In O. Gusikhin, H. Nijmeijer, & K. Madani (Eds.), Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021 (pp. 649-655). (Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021). SciTePress. https://doi.org/10.5220/0010512006490655

Aziz, Amer ; Liaquat, Muwahida ; Bhatti, Aamer Iqbal et al. / Fractional order PV/T model design and estimation using the fractional observer. Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021. editor / Oleg Gusikhin ; Henk Nijmeijer ; Kurosh Madani. SciTePress, 2021. pp. 649-655 (Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021).

@inproceedings{126c971f055741a68272737eb32e664e,

title = "Fractional order PV/T model design and estimation using the fractional observer",

abstract = "In the last decade, the demand for renewable energy sources has been increased due to factors which include the rising fuel price and pollution, and consequently research on solar energy sources has been increased to improve their efficiency. Photovoltaic Thermal (PV/T) system provides electrical power and heat simultaneously, which is the promising technology. This research paper illustrates the simulation of the comprehensive thermal-based mathematical model of the PV/T system with the joint estimation of the system states: the temperature at each node, and disturbance using Fractional-High Order Sliding Mode Observer (HOSMO). A fractional-order differential equation describes the PV/T system because of its characterization in heterogeneous media and its multilayers structure. Fractional-HOSMO is a robust observer that can be used further for the reduced-sensor control of PVT, which can be comparatively cheap. The parameter values are derived from the thermal configuration of the layers and the properties of constituents.",

keywords = "Disturbance, Estimation, Fractional-HOSMO, Fractional-order system, Observation, PV/T hybrid system, Pseudo state",

author = "Amer Aziz and Muwahida Liaquat and Bhatti, \{Aamer Iqbal\} and Lahoucine Ouhsaine",

note = "Publisher Copyright: {\textcopyright} 2021 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved; 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021 ; Conference date: 06-07-2021 Through 08-07-2021",

year = "2021",

doi = "10.5220/0010512006490655",

language = "English",

series = "Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021",

publisher = "SciTePress",

pages = "649--655",

editor = "Oleg Gusikhin and Henk Nijmeijer and Kurosh Madani",

booktitle = "Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021",

}

Aziz, A, Liaquat, M, Bhatti, AI & Ouhsaine, L 2021, Fractional order PV/T model design and estimation using the fractional observer. in O Gusikhin, H Nijmeijer & K Madani (eds), Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021. Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021, SciTePress, pp. 649-655, 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021, Virtual, Online, 6/07/21. https://doi.org/10.5220/0010512006490655

Fractional order PV/T model design and estimation using the fractional observer. / Aziz, Amer; Liaquat, Muwahida; Bhatti, Aamer Iqbal et al.
Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021. ed. / Oleg Gusikhin; Henk Nijmeijer; Kurosh Madani. SciTePress, 2021. p. 649-655 (Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021).

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

TY - GEN

T1 - Fractional order PV/T model design and estimation using the fractional observer

AU - Aziz, Amer

AU - Liaquat, Muwahida

AU - Bhatti, Aamer Iqbal

AU - Ouhsaine, Lahoucine

PY - 2021

Y1 - 2021

N2 - In the last decade, the demand for renewable energy sources has been increased due to factors which include the rising fuel price and pollution, and consequently research on solar energy sources has been increased to improve their efficiency. Photovoltaic Thermal (PV/T) system provides electrical power and heat simultaneously, which is the promising technology. This research paper illustrates the simulation of the comprehensive thermal-based mathematical model of the PV/T system with the joint estimation of the system states: the temperature at each node, and disturbance using Fractional-High Order Sliding Mode Observer (HOSMO). A fractional-order differential equation describes the PV/T system because of its characterization in heterogeneous media and its multilayers structure. Fractional-HOSMO is a robust observer that can be used further for the reduced-sensor control of PVT, which can be comparatively cheap. The parameter values are derived from the thermal configuration of the layers and the properties of constituents.

AB - In the last decade, the demand for renewable energy sources has been increased due to factors which include the rising fuel price and pollution, and consequently research on solar energy sources has been increased to improve their efficiency. Photovoltaic Thermal (PV/T) system provides electrical power and heat simultaneously, which is the promising technology. This research paper illustrates the simulation of the comprehensive thermal-based mathematical model of the PV/T system with the joint estimation of the system states: the temperature at each node, and disturbance using Fractional-High Order Sliding Mode Observer (HOSMO). A fractional-order differential equation describes the PV/T system because of its characterization in heterogeneous media and its multilayers structure. Fractional-HOSMO is a robust observer that can be used further for the reduced-sensor control of PVT, which can be comparatively cheap. The parameter values are derived from the thermal configuration of the layers and the properties of constituents.

KW - Disturbance

KW - Estimation

KW - Fractional-HOSMO

KW - Fractional-order system

KW - Observation

KW - PV/T hybrid system

KW - Pseudo state

UR - https://www.scopus.com/pages/publications/85111743916

U2 - 10.5220/0010512006490655

DO - 10.5220/0010512006490655

M3 - Conference contribution

AN - SCOPUS:85111743916

T3 - Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021

SP - 649

EP - 655

BT - Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021

A2 - Gusikhin, Oleg

A2 - Nijmeijer, Henk

A2 - Madani, Kurosh

PB - SciTePress

T2 - 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021

Y2 - 6 July 2021 through 8 July 2021

ER -

Aziz A, Liaquat M, Bhatti AI, Ouhsaine L. Fractional order PV/T model design and estimation using the fractional observer. In Gusikhin O, Nijmeijer H, Madani K, editors, Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021. SciTePress. 2021. p. 649-655. (Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021). doi: 10.5220/0010512006490655

Fractional order PV/T model design and estimation using the fractional observer

Abstract

Publication series

Conference

Bibliographical note

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this