Vol. 9 No. 1 (2026)
Open Access
Peer Reviewed

FORMULATION OPTIMIZATION OF SWAMP VEGETATION NATURAL DYES FOR DSSC USING SIMPLEX LATTICE DESIGN

Authors

Muhammad Rizki Azra , Tamrin Tamrin , Haisen Hower

DOI:

10.29303/ipr.v9i1.528

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Received: Jul 12, 2025
Accepted: Oct 24, 2025
Published: Oct 28, 2025

Abstract

Dye-sensitized solar cells (DSSC) are third-generation photovoltaic devices capable of using natural pigments as photosensitizers. This study aims to optimize the efficiency of DSSC by using formulations of a combination of natural dyes extracted from swamp vegetation: water hyacinth (Eichhornia crassipes), senduduk fruit (Melastoma malabathricum), and primrose willow (Ludwigia peruviana). These dyes, which are rich in chlorophyll, anthocyanins, and carotenoids, respectively, were formulated in different volume combinations using the Simplex Lattice Design (SLD) method. The experimental results show that the mixture of natural dyes can expand the absorption range of visible light wavelengths and enhance the performance of DSSC. The optimal dye combination, consisting of 1.827 mL water hyacinth and 3.173 mL senduduk fruit, yielded an efficiency of 0.050% with a desirability score of 1. This study highlights the potential of swamp vegetation as a sustainable and low-cost alternative for DSSC applications and demonstrates the effective use of statistical modeling to optimize dye formulations.

Keywords:

Optimization Natural dye Swamp vegetation Efficiency Simplex Lattice Design

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Author Biographies

Muhammad Rizki Azra, Universitas Sriwijaya

Tamrin Tamrin, Universitas Sriwijaya

Haisen Hower, Universitas Sriwijaya

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How to Cite

Azra, M. R., Tamrin, T., & Hower, H. (2025). FORMULATION OPTIMIZATION OF SWAMP VEGETATION NATURAL DYES FOR DSSC USING SIMPLEX LATTICE DESIGN. Indonesian Physical Review, 9(1), 13–26. https://doi.org/10.29303/ipr.v9i1.528

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