研究从成熟车前草皮中提取的活性炭在捕获二氧化碳方面的性能:利用响应面方法进行建模和优化

Emmanuel Rieborue Khama, Emmanuel Zeneboebi Loyibo, W. Okologume, S. Ekwueme, Chukwudi Victor Okafor, N. Ohia
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引用次数: 0

摘要

本研究探讨了从成熟车前草皮中提取的活性炭(PPAC)用于二氧化碳(CO2)捕集的潜力。通过使用 H3PO4 进行碳化和活化制备了 PPAC,并对其独特性质进行了广泛表征,在扫描电子显微镜(SEM)下发现了不规则的海绵状突起和清晰的孔隙。元素分析表明碳、硅和氧是其主要成分,X 射线衍射(XRD)分析表明存在氧化硅(SiO2)、氧化钾(K2O)和氧化钙(CaO)。傅立叶变换红外光谱(FTIR)突出显示了 PPAC 表面的各种官能团。在 27°C 和 40°C 温度和不同压力下,对尺寸分别为 150 微米和 845 微米的 PPAC 颗粒进行了二氧化碳吸附测试。结果表明,二氧化碳吸附能力随着压力的升高而增加。值得注意的是,在 27°C 时,PPAC 的性能优于 40°C,这是因为较高的压降增强了二氧化碳吸附的驱动力。较大的颗粒(845 微米)由于表面积增大、孔隙通透性增强和传质速度加快而表现出更高的吸附能力。响应面方法(RSM)得出的 2FI 模型最能代表设计数据,并显示出较高的精确度(R2=0.9973)和较低的误差指标(MSE=0.01697、RMSE=0.130269、MAE=0.109、MAPE=2.7244)。Adeq 精确度值为 76.26,验证了模型的可靠性。使用 RSM 进行优化后,在 27°C 和 100 巴的条件下得出了最佳二氧化碳吸附值(9.69 mmol/g)。PPAC 是一种前景广阔的二氧化碳捕获解决方案,为减少排放和应对气候变化挑战提供了宝贵的前景。
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Investigation of the performance of activated carbon derived from ripe plantain peels for CO2 capture: Modelling and optimisation using response surface methodology
This study investigates the potential of activated carbon derived from ripe plantain peels (PPAC) for carbon dioxide (CO2) capture. PPAC was prepared through carbonization and activation using H3PO4, and its unique properties were extensively characterized which revealed irregular sponge-like protrusions and well-defined pores under Scanning Electron Microscopy (SEM). Elemental analysis identified carbon, silicon, and oxygen as major components, corroborated by X-ray Diffraction (XRD) analysis indicating the presence of silicon oxide (SiO2), potassium oxide (K2O), and calcium oxide (CaO). Fourier Transform Infrared (FTIR) spectroscopy highlighted diverse functional groups on PPAC's surface. CO2 adsorption tests were conducted at 27°C and 40°C with varying pressures on PPAC particles of 150µm and 845µm sizes. Results revealed that CO2 adsorption capacity increased with escalating pressures. Remarkably, at 27°C, PPAC exhibited superior performance than at 40°C, attributed to a higher-pressure drop enhancing the driving force for CO2 adsorption. Larger particles (845µm) demonstrated higher adsorption capacity due to increased surface area, enhanced pore accessibility, and faster mass transfer. The Response Surface Methodology (RSM) conducted gave 2FI model as the most representative of the design data and showed high accuracy (R2=0.9973) and low error metrics (MSE=0.01697, RMSE=0.130269, MAE=0.109, MAPE=2.7244). The Adeq Precision value of 76.26 validated the model's reliability. Optimization using RSM yielded optimal CO2 adsorption values (9.69 mmol/g) at 27°C and 100 bars. PPAC emerges as a promising solution for CO2 capture, offering valuable prospects in mitigating emissions and addressing climate change challenges.
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来源期刊
Zastita materijala
Zastita materijala Materials Science-General Materials Science
CiteScore
0.80
自引率
0.00%
发文量
26
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