Activated Carbon Derived from Lippia alba Leaves for the Removal of Lead (II) Ions and Basic Fuchsin Dye from Aqueous Solutions through Machine Learning Driven Optimization and Its Potential in CO2 Capture

日本語

本研究では、Lippia albaの葉から調製した活性炭を用いて、鉛イオンと塩基性フクシン色素の吸着除去を機械学習最適化により検討し、CO2回収への応用可能性も評価した。研究は廃水処理と炭素回収の両方に貢献するが、GX実務への直接的な示唆は限定的。

English

This study explores activated carbon derived from Lippia alba leaves for removing lead ions and basic fuchsin dye from aqueous solutions using machine learning optimization, and evaluates its potential for CO2 capture. While contributing to wastewater treatment and carbon capture, the direct implications for GX practice are limited.

日本のGX文脈において

日本ではCO2回収技術への関心が高まっているが、本研究は基礎的な材料開発段階であり、実用化にはさらなる研究が必要。日本のGX政策との直接的な連動性は低い。

In the global GX context

Globally, biosorbents for CO2 capture are of interest, but this study is at a fundamental materials science stage. It adds to the knowledge base on biomass-derived carbon for environmental applications, but lacks direct connection to current GX frameworks like TCFD or ISSB.