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Journal : International Journal of Electrical and Computer Engineering

Comparative analysis of evolutionary-based maximum power point tracking for partial shaded photovoltaic Prisma Megantoro; Hafidz Faqih Aldi Kusuma; Lilik Jamilatul Awalin; Yusrizal Afif; Dimas Febriyan Priambodo; Pandi Vigneshwaran
International Journal of Electrical and Computer Engineering (IJECE) Vol 12, No 6: December 2022
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v12i6.pp5717-5729

Abstract

The characteristics of the photovoltaic module are affected by the level of solar irradiation and the ambient temperature. These characteristics are depicted in a V-P curve. In the V-P curve, a line is drawn that shows the response of changes in output power to the level of solar irradiation and the response to changes in voltage to ambient temperature. Under partial shading conditions, photovoltaic (PV) modules experience non-uniform irradiation. This causes the V-P curve to have more than one maximum power point (MPP). The MPP with the highest value is called the global MPP, while the other MPP is the local MPP. The conventional MPP tracking technique cannot overcome this partial shading condition because it will be trapped in the local MPP. This article discusses the MPP tracking technique using an evolutionary algorithm (EA). The EAs analyzed in this article are genetic algorithm (GA), firefly algorithm (FA), and fruit fly optimization (FFO). The performance of MPP tracking is shown by comparing the value of the output power, accuracy, time, and tracking effectiveness. The performance analysis for the partial shading case was carried out on various populations and generations.
Co-Authors Abdul Abror Achmad, Fahdel Adiati, Nadia Paramita Retno Aditama, Whisnu Yudha Afif, Yusrizal Agus Reza Aristiadi Nurwa Ahmad Ashari Ajhari, Abdul Azzam Akhmad Rizal, Akhmad Amiruddin Amiruddin Amiruddin Amiruddin Amiruddin Annisa Nurul Puteri ARIZAL Arya, Primadona Asep Dadan Rifansyah Awalin, Lilik Jamilatul Azzahra, Arsya Dyani Beatrix, Yehezikha Briliyant, Obrina Candra Dhana Arvina Alwan Diaz Samsun Alif Dozy Arti Insani Fachrurozy, Rizky Fadlilah Izzatus Sabila Faizi, Achmad Husein Noor Farida, Yeni Furqan Zakiyabarsi Ghiffari Adhe Permana Girinoto Girinoto, Girinoto Gusti Agung Ngurah Gde K.T. D Hafidz Faqih Aldi Kusuma Handayani, Annisa Dini Henny Yulianti Hermawan Setiawan I Komang Setia Buana, I Komang Indarjani, Santi Ira Rosianal Hikmah Jayanti Yusmah Sari Jeckson Sidabutar La Ode Ahmad Saktianyah La Ode Hasnuddin S. Sagala Lestari, Andriani Adi Mahar Surya Malacca Muhammad Hasbi Muhammad Hasbi Muhammad Yusuf Bambang Setiadji Muhammad Yusuf Bambang Setiadji Mukhamad Najib Nanang Trianto Nanang Trianto Naufal Hafiz Nirsal Nirsal Noorhasanah Zainuddin Nurwa, Agus Reza Aristiadi Obrina Candra Briliyant Olga Geby Nabila Pandi Vigneshwaran Pandi Vigneshwaran Prasetyo, Arbain Nur Prayoga, Arga Prisma Megantoro Purwoko, Rahmat Rabiah Adawiyah Rahmat Purwoko Rahmat Purwoko Rahmawati, Fika Dwi Rizki Putra Prastio Rizky Fachrurozy Sabela Trisiana Oktavia Saptomo, Wawan Laksito Yuly Siswantyo, Sepha Sri Siswanti Suci Pricilia Lestari Suharsono Bantun Sunaringtyas, Septia Ulfa Syaban, Kharis Syahrul Syahrul Tiyas Yulita Wahyu Riski Aulia Putra Windarta, Susila Yulandi Yusuf Bambang Setiadji