Carbon Adsorption on Waste Biomass of Passion Fruit Peel: A Promising Machine Learning Model for Co2 Capture DOI
Christiano Bruneli Peres, Leandro Cardoso de Morais, Pedro R. Resende

et al.

Published: Jan. 1, 2023

The alarming increase in the concentration of carbon dioxide (CO2) atmosphere, mainly due to human emissions, represents a significant threat life. In this context, capture and storage (CCS) technologies have emerged as promising solutions, such adsorption on carbonaceous materials, standing out prominent approach. This study aims quantify maximum CO2 laboratory scale using functionalized activated by passion fruit peel biomass (FACPFP) develop simple improved machine learning model predict greenhouse gas. FACPFP was successfully prepared through chemical activation with K2C2O4 doping ethylenediamine (EDA) at 700 °C 1 hour. samples were thoroughly characterized thermogravimetric analysis (TGA), scanning electron microscopy (SEM) energy dispersive X-ray detector (EDX), Fourier transform infrared spectroscopy (FTIR) photoelectron (XPS). sorption assessed functional density theory (DFT). For predictive model, multiple linear regression cross-validation used. Under atmosphere conditions, textural parameters allowed see probable presence ultra-micropores, BET surface area, total pore micropore volume 105 m²/g, 0.03 cm³/g 0.06 cm³/g, respectively. capacity reached about 2.2 mmol/g 0°C bar. demonstrated an improvement precision, raising it from 53% 61% cross-validation. also stimulate future investigations area capture, extreme relevance topic.

Language: Английский

Carbon adsorption on waste biomass of passion fruit peel: A promising machine learning model for CO2 capture DOI Creative Commons
Christiano Bruneli Peres, Leandro Cardoso de Morais, Pedro R. Resende

et al.

Journal of CO2 Utilization, Journal Year: 2024, Volume and Issue: 80, P. 102680 - 102680

Published: Jan. 25, 2024

The alarming increase in the concentration of carbon dioxide (CO2) atmosphere, mainly due to human emissions, represents a significant threat life. In this context, capture and storage (CCS) technologies have emerged as promising solutions, such adsorption on carbonaceous materials, standing out prominent approach. This study aims quantify maximum CO2 laboratory scale using functionalized activated by passion fruit peel biomass (FACPFP) develop simple improved machine learning model predict greenhouse gas. FACPFP was successfully prepared through chemical activation with K2C2O4 doping ethylenediamine (EDA) at 700 °C 1 h. samples were thoroughly characterized thermogravimetric analysis (TGA), scanning electron microscopy (SEM) energy dispersive X-ray detector (EDX), Fourier transform infrared spectroscopy (FTIR) photoelectron (XPS). sorption assessed functional density theory (DFT). For predictive model, multiple linear regression cross-validation used. Under atmosphere conditions, textural parameters allowed see probable presence ultra-micropores, BET surface area, total pore micropore volume 105 m²/g, 0.03 cm³ /g 0.06 /g, respectively. capacity reached about 2.2 mmol/g 0 bar. demonstrated an improvement precision, raising it from 53% 61% cross-validation. also stimulate future investigations area capture, extreme relevance topic.

Language: Английский

Citations

17

Enhancing CO2 capture with K2CO3-activated carbon derived from peanut shell DOI
Yonghui Xu, Yufei Liu, Wei Zhan

et al.

Biomass and Bioenergy, Journal Year: 2024, Volume and Issue: 183, P. 107148 - 107148

Published: March 12, 2024

Language: Английский

Citations

9

Developments in biochar incorporated geopolymers and alkali activated materials: A systematic literature review DOI Creative Commons
Shriram Marathe, Łukasz Sadowski

Journal of Cleaner Production, Journal Year: 2024, Volume and Issue: 469, P. 143136 - 143136

Published: July 14, 2024

Annually, industries related to agricultural products generate substantial volumes of waste biomass, presenting critical challenges for solid management due its environmental and health implications. Pyrolysis emerges as a significant technique converting such into biochar (BC), material with notable internal microstructure, porosity, chemical properties, contingent on the feedstock processing conditions. BC is recognized exceptional water retention alkalinity, primarily utilized soil enhancement fertilization. Its application across various fields, particularly in sustainability, has gained momentum. This review meticulously explores BC's role sustainable composites, focusing geopolymers alkali-activated binders through comprehensive examination existing literature, underscored by bibliometric analysis. pioneering review, leveraging PRISMA framework VOSviewer insights, aims bridge research gap this evolving domain, offering assessment integration construction materials, challenges, future directions. Hence, systematic represents first-ever exploration within domain applications marking foundational step toward understanding potential engineering practices.

Language: Английский

Citations

9

Comparison of biomaterials produced from carbonatization, hydrothermal reaction and chemical activation: Characterization, CO2 capture and mechanism DOI

Şeyda Karadirek

Diamond and Related Materials, Journal Year: 2025, Volume and Issue: unknown, P. 112139 - 112139

Published: Feb. 1, 2025

Language: Английский

Citations

1

Biochar from olive tree twigs and spent malt rootlets as electrodes in Zn-air batteries DOI

Theodoros Kottis,

Nikolaos Soursos,

Κaterina Govatsi

et al.

Journal of Colloid and Interface Science, Journal Year: 2024, Volume and Issue: 665, P. 10 - 18

Published: March 18, 2024

Language: Английский

Citations

7

Ionic liquid-functionalized transition-metal oxides as highly recyclable and efficient nano-adsorbent for fluoride removal DOI
Zonghua Wang, Zhuoyue Wang, Yanfei Zhang

et al.

Separation and Purification Technology, Journal Year: 2024, Volume and Issue: 351, P. 128003 - 128003

Published: May 18, 2024

Language: Английский

Citations

6

Effects of Biochar Addition on the Properties of Alkali-Activated Materials DOI Open Access

Andrea Saccani,

Luca Baldazzi,

Stefania Manzi

et al.

Materials, Journal Year: 2025, Volume and Issue: 18(3), P. 486 - 486

Published: Jan. 21, 2025

The addition of biochar to Portland cement composites has been proven increase some the material properties. effect on alkali-activated materials not fully investigated. In this study, different recipes metakaolin pastes at amounts are tested. Their physical and mechanical properties analyzed understand if any beneficial effects can be found even for binders. results show that small (<2 wt%) increases compressive strength (+15% after 28 days) decreases water absorption by capillarity, possibly leading increased durability. Higher content but provides higher dimensional stability reduces formation efflorescence.

Language: Английский

Citations

0

Urea‐Modified Lignin‐Derived Nitrogen‐Doped Porous Carbon Materials: Synthesis and CO2 Adsorption Properties DOI Open Access

S. Bao,

Yong Bao, Agula Bao

et al.

Macromolecular Chemistry and Physics, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 2, 2025

Abstract Lignin has a high carbon content, but the production of porous materials from it is challenging because its complex structure and stable physicochemical properties. In this study, nitrogen‐doped are prepared by impregnating lignin with urea, using potassium hydroxide (KOH) as an activator. The properties samples investigated various characterization methods. results showed that CO 2 adsorption capacity sample LUN‐10‐7, which urea solution concentration 10% immersion time 7 days, 3.80 mmol g −1 at 1 bar 298 K. indicated abundant pore excellent surface chemistry enhanced sample's performance. Additionally, demonstrated /N selectivity cyclic stability, making suitable for practical applications adsorbent.

Language: Английский

Citations

0

CH3COOK Etching to Prepare N-Doped Peanut Shell Microporous Carbon for Efficient CO2 Adsorption DOI
Ying-Yu Liao, Yi Ye,

Run Liu

et al.

ACS Applied Materials & Interfaces, Journal Year: 2025, Volume and Issue: unknown

Published: March 13, 2025

This study successfully synthesized microporous nitrogen-doped biomass porous carbon (NPSCs) through a two-step method, utilizing cost-effective peanut shells as the source, urea nitrogen and CH3COOK activating agent. By optimizing ratio of agent carbonization temperature, pore structure surface chemical properties NPSCs were effectively tailored. Characterization results revealed that exhibited significant number micropores, attributed to critical etching effect CH3COOK. The optimal sample, NPSC-2-700, demonstrated specific area 1455.41 m2/g micropore volume 0.57 cm3/g. Notably, NPSC-2-700 achieved remarkable CO2 adsorption capacities 3.91 5.90 mmol/g at 25 0 °C, respectively, under 1 bar. Additionally, maintained exceptional performance even after ten consecutive adsorption–desorption cycles. selectivity was calculated be 43 using ideal solution theory in classic gas mixture (CO2/N2 = 15 vol %:85 %), demonstrating good dynamic capture capacity. These findings underscore promising potential materials for efficient applications.

Language: Английский

Citations

0

Exploring feasibility of citric acid infused lignocellulosic waste derived from chestnut and water melon peels for phytofiltration of Eosin yellow dye from water DOI
Rabia Rehman,

Muhammad Sadiq Hussain,

Amna Abidin

et al.

International Journal of Biological Macromolecules, Journal Year: 2024, Volume and Issue: 276, P. 133878 - 133878

Published: July 20, 2024

Language: Английский

Citations

2