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Full factorial design approach to carbon nanotubes synthesis by CVD method in argon environment

机译:氩气环境下CVD法合成碳纳米管的全因子设计方法

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Whereas meeting product quantity and quality are prime intent in process optimization of materials manufacturing, the application of the more reliable full factorial experiment has not been well-explored in optimization studies of Carbon nanotubes (CNTs) synthesis. In this study, statistical full factorial design of experiment was explored in the parametric studies of CNTs synthesis via acetylene-chemical vapour deposition (CVD). Bimetallic (FeCo) catalyst supported on CaCO 3 was employed for the synthesis of CNTs. The dependence of CNTs yield on the growth time (45/60?min), growth temperature (700/750?°C), acetylene flow rate (150/190?ml/min), and argon flow rate (230/290?ml/min) was investigated in the 2 4 factorial design of experiment. The growth temperature and acetylene flow rate were found to have the most significant effects on the yield of CNTs, and a maximum yield of 170% was obtained at growth conditions of 60?min, 700?°C, 190?ml/min acetylene flow rate, and 230?ml/min argon flow rate. Since acetylene undergoes polymerization or dissolution during non-catalyzed thermal decomposition, the significant effects of temperature and acetylene flow rate as illustrated by the factorial analysis suggests that the selective ability of the FeCo/CaCO 3 catalyst towards CNTs growth in the thermal decomposition of acetylene in CVD was mainly thermodynamics-controlled. Characterization of CNTs samples synthesized at different conditions shows that highest-yield conditions do not guarantee best quality properties. Graphical abstract Display Omitted Highlights ? Full factorial design applied to yield and quality-optimization of CNTs growth conditions in Argon environment. ? Sulphuric acid purification of as-synthesized CNTs when CaCO 3 -supported catalyst is applied to CNTs growth. ? Investigated whether highest-yield conditions guarantee best quality properties of CNTs. ? Effects of growth conditions on CNTs properties by SEM, TEM, XRD, SAED, BET, and EDS.
机译:尽管满足产品的数量和质量是材料制造过程优化的主要目的,但在碳纳米管(CNTs)合成的优化研究中还没有很好地探索更可靠的全因子实验的应用。在这项研究中,在通过乙炔化学气相沉积(CVD)合成CNT的参数研究中探索了实验的统计全因子设计。负载在CaCO 3上的双金属(FeCo)催化剂用于合成CNT。碳纳米管的产量取决于生长时间(45/60?min),生长温度(700/750?C),乙炔流量(150/190?ml / min)和氩气流量(230/290℃)。 ml / min)在2 4因素设计实验中进行了研究。发现生长温度和乙炔流速对CNT的收率影响最大,在60?min,700?C,190?ml / min乙炔流量的生长条件下,最大收率达到170%。流速和230?ml / min的氩气流速。由于乙炔在非催化的热分解过程中会发生聚合或溶解,因此如析因分析所示,温度和乙炔流速的显着影响表明,FeCo / CaCO 3催化剂对乙炔在热分解过程中对碳纳米管生长的选择性。 CVD主要由热力学控制。在不同条件下合成的CNTs样品的表征表明,最高得率条件不能保证最佳质量性能。图形摘要显示省略的突出显示?全因子设计适用于氩环境中CNTs生长条件的产率和质量优化。 ?当将CaCO 3负载的催化剂应用于CNT的生长时,对合成后的CNT进行硫酸提纯。 ?研究了高产率条件是否可以保证CNT的最佳质量性能。 ?生长条件对SEM,TEM,XRD,SAE,BET和EDS对CNTs性能的影响。

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