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A Modified Triple-Diode Model Parameters Identification for Perovskite Solar Cells via Nature-Inspired Search Optimization Algorithms

Author

Listed:
  • Alaa A. Zaky

    (Electrical Engineering Department, Kafrelsheikh University, Kafr El-Sheikh 33511, Egypt)

  • Ahmed Fathy

    (Electrical Engineering Department, Faculty of Engineering, Jouf University, Sakaka 72388, Saudi Arabia
    Electrical Power and Machines Department, Faculty of Engineering, Zagazig University, Zagazig 44511, Egypt)

  • Hegazy Rezk

    (Electrical Engineering Department, Faculty of Engineering, Minia University, Minia 61517, Egypt)

  • Konstantina Gkini

    (National Centre for Scientific Research “Demokritos”, Institute of Nanoscience and Nanotechnology, Agia Paraskevi Attikis, 15341 Athens, Greece)

  • Polycarpos Falaras

    (National Centre for Scientific Research “Demokritos”, Institute of Nanoscience and Nanotechnology, Agia Paraskevi Attikis, 15341 Athens, Greece)

  • Amlak Abaza

    (Electrical Engineering Department, Kafrelsheikh University, Kafr El-Sheikh 33511, Egypt)

Abstract

Recently, perovskite solar cells (PSCs) have been widely investigated as an efficient alternative for silicon solar cells. In this work, a proposed modified triple-diode model (MTDM) for PSCs modeling and simulation was used. The Bald Eagle Search (BES) algorithm, which is a novel nature-inspired search optimizer, was suggested for solving the model and estimating the PSCs device parameters because of the complex nature of determining the model parameters. Two PSC architectures, namely control and modified devices, were experimentally fabricated, characterized and tested in the lab. The I–V datasets of the fabricated devices were recorded at standard conditions. The decision variables in the proposed optimization process are the nine and ten unknown parameters of triple-diode model (TDM) and MTDM, respectively. The direct comparison with a number of modern optimization techniques including grey wolf (GWO), particle swarm (PSO) and moth flame (MFO) optimizers, as well as sine cosine (SCA) and slap swarm (SSA) algorithms, confirmed the superiority of the proposed BES approach, where the Root Mean Square Error ( RMSE ) objective function between the experimental data and estimated characteristics achieves the least value.

Suggested Citation

  • Alaa A. Zaky & Ahmed Fathy & Hegazy Rezk & Konstantina Gkini & Polycarpos Falaras & Amlak Abaza, 2021. "A Modified Triple-Diode Model Parameters Identification for Perovskite Solar Cells via Nature-Inspired Search Optimization Algorithms," Sustainability, MDPI, vol. 13(23), pages 1-22, November.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:23:p:12969-:d:685918
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    References listed on IDEAS

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    1. Mingzhen Liu & Michael B. Johnston & Henry J. Snaith, 2013. "Efficient planar heterojunction perovskite solar cells by vapour deposition," Nature, Nature, vol. 501(7467), pages 395-398, September.
    2. Georgios Charalambidis & Evangelos Georgilis & Manas K. Panda & Christopher E. Anson & Annie K. Powell & Stephen Doyle & David Moss & Tobias Jochum & Peter N. Horton & Simon J. Coles & Mathieu Linares, 2016. "A switchable self-assembling and disassembling chiral system based on a porphyrin-substituted phenylalanine–phenylalanine motif," Nature Communications, Nature, vol. 7(1), pages 1-11, November.
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    Cited by:

    1. Adel Oubelaid & Hisham Alharbi & Abdullah S. Bin Humayd & Nabil Taib & Toufik Rekioua & Sherif S. M. Ghoneim, 2022. "Fuzzy-Energy-Management-Based Intelligent Direct Torque Control for a Battery—Supercapacitor Electric Vehicle," Sustainability, MDPI, vol. 14(14), pages 1-20, July.
    2. Abdul Ghani Olabi & Hegazy Rezk & Mohammad Ali Abdelkareem & Tabbi Awotwe & Hussein M. Maghrabie & Fatahallah Freig Selim & Shek Mohammod Atiqure Rahman & Sheikh Khaleduzzaman Shah & Alaa A. Zaky, 2023. "Optimal Parameter Identification of Perovskite Solar Cells Using Modified Bald Eagle Search Optimization Algorithm," Energies, MDPI, vol. 16(1), pages 1-14, January.
    3. Alaa A. Zaky & Mohamed N. Ibrahim & Ibrahim B. M. Taha & Bedir Yousif & Peter Sergeant & Evangelos Hristoforou & Polycarpos Falaras, 2022. "Perovskite Solar Cells and Thermoelectric Generator Hybrid Array Feeding a Synchronous Reluctance Motor for an Efficient Water Pumping System," Mathematics, MDPI, vol. 10(14), pages 1-18, July.
    4. Emad M. Ahmed & Mokhtar Aly & Manar Mostafa & Hegazy Rezk & Hammad Alnuman & Waleed Alhosaini, 2022. "An Accurate Model for Bifacial Photovoltaic Panels," Sustainability, MDPI, vol. 15(1), pages 1-27, December.

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