Proceedings of the First Mandalika International Multi-Conference on Science and Engineering 2022, MIMSE 2022 (Mechanical and Electrical) (MIMSE-M-E-I-2022)

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ANFIS Based MPPT Design for Rooftop Solar Panels Connected to Single Phase Power Grid

Authors
I. Made Ari Nrartha1, *, I. Made Ginarsa1, Agung Budi Muljono1, Ida Ayu Sri Adnyani1, Sultan Sultan1
1Department of Electrical Engineering, University of Mataram, NTB, Mataram, Indonesia
*Corresponding author. Email: nrartha@unram.ac.id
Corresponding Author
I. Made Ari Nrartha
Available Online 26 December 2022.
DOI
10.2991/978-94-6463-078-7_2How to use a DOI?
Keywords
rooftop solar panels; ANFIS; MPPT; GRID; single phase
Abstract

The Indonesian government targets Indonesia to have zero emission energy by 2050. Solar energy is one solution to this target. The issuance of the Minister of Energy and Mineral Resources Regulation Number 26 of 2021 concerning Rooftop Solar Power Plants opens up opportunities for increasing the capacity of the energy mix from solar energy. However, solar power plants have weaknesses such as low efficiency of solar modules and non-linear power output of the module. This study proposes ANFIS MPPT design as a reference to obtain the maximum power that can be given to a rooftop solar panel system connected to a single-phase grid. The network voltage level is 220 V rms. This study uses 800-pairs dataset for input and output. The inputs of the ANFIS MPPT are radiation and temperature, and the output is reference voltage. The results by using Simulink simulation show that changes in irradiation are followed by changing in the power output of rooftop solar panels. For a load of 5 + j2 kVA, at high irradiation the rooftop solar panels provide greater current to load than at low irradiation. The current from the grid flows to the load based on difference between the load current and current from the rooftop solar panels.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the First Mandalika International Multi-Conference on Science and Engineering 2022, MIMSE 2022 (Mechanical and Electrical) (MIMSE-M-E-I-2022)
Series
Advances in Engineering Research
Publication Date
26 December 2022
ISBN
10.2991/978-94-6463-078-7_2
ISSN
2352-5401
DOI
10.2991/978-94-6463-078-7_2How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - I. Made Ari Nrartha
AU  - I. Made Ginarsa
AU  - Agung Budi Muljono
AU  - Ida Ayu Sri Adnyani
AU  - Sultan Sultan
PY  - 2022
DA  - 2022/12/26
TI  - ANFIS Based MPPT Design for Rooftop Solar Panels Connected to Single Phase Power Grid
BT  - Proceedings of the First Mandalika International Multi-Conference on Science and Engineering 2022, MIMSE 2022 (Mechanical and Electrical) (MIMSE-M-E-I-2022)
PB  - Atlantis Press
SP  - 3
EP  - 12
SN  - 2352-5401
UR  - https://doi.org/10.2991/978-94-6463-078-7_2
DO  - 10.2991/978-94-6463-078-7_2
ID  - Nrartha2022
ER  -