Achieving 45% efficiency of CIGS/CdS Solar Cell by adding GaAs using optimization techniques

no code implementations • 14 Sep 2023 • Satyam Bhatti, Habib Ullah Manzoor, Ahmed Zoha, Rami Ghannam

The most promising results of our study show that adding the GaAs layer using the optimised values of thickness as 5 ({\mu}m) and carrier density as 1*1020 (1/cm) will result in the maximum PCE, VOC, FF, and JSC of 45. 7%, 1. 16V, 89. 52% and 43. 88 (mA/m2), respectively, for the proposed solar cell architecture.

Machine learning for accelerating the discovery of high performance low-cost solar cells: a systematic review

no code implementations • 26 Dec 2022 • Satyam Bhatti, Habib Ullah Manzoor, Bruno Michel, Ruy Sebastian Bonilla, Richard Abrams, Ahmed Zoha, Sajjad Hussain, Rami Ghannam

In this article, we systematically review a range of ML techniques for optimizing the performance of low-cost solar cells for miniaturized electronic devices.

Bayesian Optimization GPR