材料科学
碳纳米管
Box-Behnken设计
体积流量
纺纱
纤维
分式析因设计
响应面法
复合材料
甲烷
析因实验
实验设计
化学工程
化学
有机化学
计算机科学
色谱法
热力学
数学
机器学习
物理
工程类
统计
作者
Sung‐Hyun Lee,Junbeom Park,Hyerim Kim,Taeseon Lee,Jaegeun Lee,Yong-O Im,Cheol-Hun Lee,Hyunjung Cho,Hyeseon Lee,Chi‐Hyuck Jun,Yuchan Ahn,In−Beum Lee,Kun‐Hong Lee
出处
期刊:Carbon
[Elsevier]
日期:2016-01-20
卷期号:100: 647-655
被引量:42
标识
DOI:10.1016/j.carbon.2016.01.034
摘要
The optimum synthesis conditions for carbon nanotube (CNT) fibers were investigated using the Design of Experiment (DOE) technique. Direct spinning processes are governed by a variety of experimental factors: the methane flow rate, ferrocene flow rate, sulfur flow rate, hydrogen flow rate, water flow rate, and reaction temperature. The process was optimized in two stages that addressed first the Fractional Factorial Design (FFD) and then the Response Surface Methodology (RSM). Results from each experiment were classified according to a 6-step rating system: nothing(1), black gas(2), dust(3), ribbon or film(4), fiber(5), or continuous fiber(6). In the first step, three major factors (methane, sulfur, temperature) were identified as important among the six experimental factors tested using FFD. The effects of the major factors and the interactions were analyzed through the main effect plot and the interaction plot. In the second step, the experimental conditions were optimized using a model equation derived from Box-Behnken design experiments. Finally, the CNT fibers were continuously synthesized under the optimum conditions. The synthesized CNT fibers mainly consisted of single-walled CNTs (SWCNTs) 1.2–3.8 nm in diameter. The IG/ID ratio of the CNT fibers was 48. This work provides a useful methodology for synthesizing the CNT fibers.
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