Modified T2FSMC approach for solar panel systems

Guisheng Zhai; Dieky Adzkiya; Lutfi Mardianto; Muhammad Ikhwan

doi:10.1080/21642583.2019.1625080

Modified T2FSMC approach for solar panel systems

Mardlijah^*, Guisheng Zhai, Dieky Adzkiya, Lutfi Mardianto, Muhammad Ikhwan

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

8 Citations (Scopus)

Abstract

In this paper, we consider the control problem for solar panel systems such that the panel is perpendicular to the direction of sunlight, which is suitable for absorbing the sun's energy efficiently. Based on the existing Type-2 Fuzzy Sliding Mode Control (T2FSMC) method, we propose a Modified T2FSMC approach in this paper, where a bisection algorithm is used to compute the normalized gain. According to simulation results, the performance of Modified T2FSMC is significantly better compared to the performance of T2FSMC and Fuzzy Sliding Mode Control (FSMC). Specifically, Modified T2FSMC has a smaller steady-state error and is more robust to disturbance compared with FSMC. Moreover, Modified T2FSMC also has a smaller steady-state error compared to T2FSMC.

Original language	English
Pages (from-to)	189-197
Number of pages	9
Journal	Systems Science and Control Engineering
Volume	7
Issue number	1
DOIs	https://doi.org/10.1080/21642583.2019.1625080
Publication status	Published - 1 Jan 2019

Keywords

Solar panel systems
fuzzy sliding mode control
modified type-2 fuzzy sliding mode control
normalized gain
type-2 fuzzy sliding mode control

Access to Document

10.1080/21642583.2019.1625080

Cite this

@article{b7c794ece9d143c4a4ce765a579b5aa4,

title = "Modified T2FSMC approach for solar panel systems",

abstract = "In this paper, we consider the control problem for solar panel systems such that the panel is perpendicular to the direction of sunlight, which is suitable for absorbing the sun's energy efficiently. Based on the existing Type-2 Fuzzy Sliding Mode Control (T2FSMC) method, we propose a Modified T2FSMC approach in this paper, where a bisection algorithm is used to compute the normalized gain. According to simulation results, the performance of Modified T2FSMC is significantly better compared to the performance of T2FSMC and Fuzzy Sliding Mode Control (FSMC). Specifically, Modified T2FSMC has a smaller steady-state error and is more robust to disturbance compared with FSMC. Moreover, Modified T2FSMC also has a smaller steady-state error compared to T2FSMC.",

keywords = "Solar panel systems, fuzzy sliding mode control, modified type-2 fuzzy sliding mode control, normalized gain, type-2 fuzzy sliding mode control",

author = "Mardlijah and Guisheng Zhai and Dieky Adzkiya and Lutfi Mardianto and Muhammad Ikhwan",

note = "Publisher Copyright: {\textcopyright} 2019, {\textcopyright} 2019 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.",

year = "2019",

month = jan,

day = "1",

doi = "10.1080/21642583.2019.1625080",

language = "English",

volume = "7",

pages = "189--197",

journal = "Systems Science and Control Engineering",

issn = "2164-2583",

publisher = "Taylor and Francis Ltd.",

number = "1",

}

TY - JOUR

T1 - Modified T2FSMC approach for solar panel systems

AU - Mardlijah,

AU - Zhai, Guisheng

AU - Adzkiya, Dieky

AU - Mardianto, Lutfi

AU - Ikhwan, Muhammad

PY - 2019/1/1

Y1 - 2019/1/1

N2 - In this paper, we consider the control problem for solar panel systems such that the panel is perpendicular to the direction of sunlight, which is suitable for absorbing the sun's energy efficiently. Based on the existing Type-2 Fuzzy Sliding Mode Control (T2FSMC) method, we propose a Modified T2FSMC approach in this paper, where a bisection algorithm is used to compute the normalized gain. According to simulation results, the performance of Modified T2FSMC is significantly better compared to the performance of T2FSMC and Fuzzy Sliding Mode Control (FSMC). Specifically, Modified T2FSMC has a smaller steady-state error and is more robust to disturbance compared with FSMC. Moreover, Modified T2FSMC also has a smaller steady-state error compared to T2FSMC.

AB - In this paper, we consider the control problem for solar panel systems such that the panel is perpendicular to the direction of sunlight, which is suitable for absorbing the sun's energy efficiently. Based on the existing Type-2 Fuzzy Sliding Mode Control (T2FSMC) method, we propose a Modified T2FSMC approach in this paper, where a bisection algorithm is used to compute the normalized gain. According to simulation results, the performance of Modified T2FSMC is significantly better compared to the performance of T2FSMC and Fuzzy Sliding Mode Control (FSMC). Specifically, Modified T2FSMC has a smaller steady-state error and is more robust to disturbance compared with FSMC. Moreover, Modified T2FSMC also has a smaller steady-state error compared to T2FSMC.

KW - Solar panel systems

KW - fuzzy sliding mode control

KW - modified type-2 fuzzy sliding mode control

KW - normalized gain

KW - type-2 fuzzy sliding mode control

UR - http://www.scopus.com/inward/record.url?scp=85069458787&partnerID=8YFLogxK

U2 - 10.1080/21642583.2019.1625080

DO - 10.1080/21642583.2019.1625080

M3 - Article

AN - SCOPUS:85069458787

SN - 2164-2583

VL - 7

SP - 189

EP - 197

JO - Systems Science and Control Engineering

JF - Systems Science and Control Engineering

IS - 1

ER -

Modified T2FSMC approach for solar panel systems

Abstract

Keywords

Access to Document

Other files and links

Fingerprint

Cite this