Design and Development of Ultra-Broadband Hexagonal-shaped MXene-based Metamaterial Solar Absorber Optimized by Machine Learning for Renewable Energy Applications DOI

Raj Agravat,

Shobhit K. Patel,

Taoufik Saidani

et al.

Published: April 29, 2025

Abstract To optimise the production of energy and minimise loss concerning availability green energy, especially solar a number sun light absorber prototypes composed various materials were examined. Tungsten MXene serve as components in Hexagonal with Square-shaped Resonator Metamaterial MXene-based Solar Absorber (HWSRMMSA), resonator hexagonal square form. The substrate recommended HWSRMMSA was SiO2, contrast to bottom layer Fe. Polarization is important for this ultra-wideband HWSRMMSA, which has wide bandwidth 2020 1140 nm 91% 96% absorptance at 200–4000 wavelength. Permittivity characteristics, refractive index, permeability among negative metamaterial consequences that expanded reliability absorptance. According calculation, maximum possible R2 value 0.999551 parameter modification ML (machine learning) model, using liner regression aims reduce simulation duration by quarter within comparison previous techniques while lowering other requirements. Finally, previously described used observe compare, Electric intensity studied described. Because its outstanding absorptance, surface plasmon resonance ultra-broadband, been utilized water heaters.

Language: Английский

A fully symmetric solar absorber for thermophotovoltaic power generation DOI
Dongyang Yan, Chaojun Tang, Zao Yi

et al.

Physics Letters A, Journal Year: 2025, Volume and Issue: unknown, P. 130461 - 130461

Published: March 1, 2025

Language: Английский

Citations

6
High-performance metasurface based daytime radiative cooler designed by random forest method DOI
Riaz Ali, Wei Su, Md. Arfan Ali

et al.

Solar Energy Materials and Solar Cells, Journal Year: 2025, Volume and Issue: 286, P. 113591 - 113591

Published: March 20, 2025

Language: Английский

Citations

0
Design and Development of Ultra-Broadband Hexagonal-shaped MXene-based Metamaterial Solar Absorber Optimized by Machine Learning for Renewable Energy Applications DOI

Raj Agravat,

Shobhit K. Patel,

Taoufik Saidani

et al.

Published: April 29, 2025

Abstract To optimise the production of energy and minimise loss concerning availability green energy, especially solar a number sun light absorber prototypes composed various materials were examined. Tungsten MXene serve as components in Hexagonal with Square-shaped Resonator Metamaterial MXene-based Solar Absorber (HWSRMMSA), resonator hexagonal square form. The substrate recommended HWSRMMSA was SiO2, contrast to bottom layer Fe. Polarization is important for this ultra-wideband HWSRMMSA, which has wide bandwidth 2020 1140 nm 91% 96% absorptance at 200–4000 wavelength. Permittivity characteristics, refractive index, permeability among negative metamaterial consequences that expanded reliability absorptance. According calculation, maximum possible R2 value 0.999551 parameter modification ML (machine learning) model, using liner regression aims reduce simulation duration by quarter within comparison previous techniques while lowering other requirements. Finally, previously described used observe compare, Electric intensity studied described. Because its outstanding absorptance, surface plasmon resonance ultra-broadband, been utilized water heaters.

Language: Английский

Citations

0