{"title":"应用响应面法(RSM)研究工艺参数对水热法合成的分层三维纳米结构镍钴氧化物电催化剂微观结构和比表面积的影响","authors":"N.F. Raduwan, N. Shaari, M.S. Masdar","doi":"10.1088/1755-1315/1372/1/012103","DOIUrl":null,"url":null,"abstract":"\n The hierarchical 3D nanostructured NiCo2O4 was successfully synthesized through facile hydrothermal method for fuel cell electrocatalysis. It was observed that the specific surface area of NiCo2O4 was strongly influenced by the synthesizing parameters namely temperature (T) and reaction time (t) in hydrothermal process. A high specific surface area in electrocatalyst materials is crucial for maximizing the efficiency and effectiveness of electrochemical reactions by providing more active sites, improving reactivity, enhancing mass transport, and reducing the utilization of expensive catalyst materials. The response surface method (RSM) coupled with central composite design (CCD) was utilised to statistically specify the effects of the reaction time and temperature on the specific surface area of the synthesized NiCo2O4. The optimum synthesize parameters of T = 188.41 °C and t = 12.86 hours were performed to obtain the highest specific surface area of 166.98 m2 g-1 which demonstrated the RSM was an excellent tool to implement and tailor the specific surface area of NiCo2O4. Finally, a mathematical model was derived to predict the relationship between these parameters and the structural properties. This study proved that the optimum hydrothermal parameters improved the final electrocatalyst structures based on numerical analysis and validated by the observation from field emission scanning electron microscopy and calculation from Brunauer–Emmett–Teller (BET) measurement.","PeriodicalId":506254,"journal":{"name":"IOP Conference Series: Earth and Environmental Science","volume":"179 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of response surface method (RSM) to investigate the effects of process parameters on the microstructures and specific surface area of hierarchical 3D nanostructured NiCo2O4 electrocatalyst synthesized through hydrothermal method\",\"authors\":\"N.F. Raduwan, N. Shaari, M.S. Masdar\",\"doi\":\"10.1088/1755-1315/1372/1/012103\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\n The hierarchical 3D nanostructured NiCo2O4 was successfully synthesized through facile hydrothermal method for fuel cell electrocatalysis. It was observed that the specific surface area of NiCo2O4 was strongly influenced by the synthesizing parameters namely temperature (T) and reaction time (t) in hydrothermal process. A high specific surface area in electrocatalyst materials is crucial for maximizing the efficiency and effectiveness of electrochemical reactions by providing more active sites, improving reactivity, enhancing mass transport, and reducing the utilization of expensive catalyst materials. The response surface method (RSM) coupled with central composite design (CCD) was utilised to statistically specify the effects of the reaction time and temperature on the specific surface area of the synthesized NiCo2O4. The optimum synthesize parameters of T = 188.41 °C and t = 12.86 hours were performed to obtain the highest specific surface area of 166.98 m2 g-1 which demonstrated the RSM was an excellent tool to implement and tailor the specific surface area of NiCo2O4. Finally, a mathematical model was derived to predict the relationship between these parameters and the structural properties. This study proved that the optimum hydrothermal parameters improved the final electrocatalyst structures based on numerical analysis and validated by the observation from field emission scanning electron microscopy and calculation from Brunauer–Emmett–Teller (BET) measurement.\",\"PeriodicalId\":506254,\"journal\":{\"name\":\"IOP Conference Series: Earth and Environmental Science\",\"volume\":\"179 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IOP Conference Series: Earth and Environmental Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1088/1755-1315/1372/1/012103\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IOP Conference Series: Earth and Environmental Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1088/1755-1315/1372/1/012103","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
通过简便的水热法成功合成了用于燃料电池电催化的分层三维纳米结构镍钴氧化物。研究发现,NiCo2O4 的比表面积受水热过程中温度(T)和反应时间(t)等合成参数的影响很大。电催化剂材料的高比表面积可提供更多的活性位点、提高反应活性、增强质量传输和减少昂贵催化剂材料的使用,从而最大限度地提高电化学反应的效率和效果。本研究采用响应面法(RSM)和中心复合设计法(CCD)统计了反应时间和温度对合成镍钴氧化物比表面积的影响。在 T = 188.41 °C 和 t = 12.86 小时的最佳合成参数下,获得了 166.98 m2 g-1 的最高比表面积,这表明 RSM 是实现和定制镍钴氧化物比表面积的绝佳工具。最后,还得出了一个数学模型来预测这些参数与结构特性之间的关系。这项研究基于数值分析证明了最佳水热参数改善了最终的电催化剂结构,并通过场发射扫描电子显微镜观察和布鲁瑙尔-艾美特-泰勒(BET)测量计算进行了验证。
Application of response surface method (RSM) to investigate the effects of process parameters on the microstructures and specific surface area of hierarchical 3D nanostructured NiCo2O4 electrocatalyst synthesized through hydrothermal method
The hierarchical 3D nanostructured NiCo2O4 was successfully synthesized through facile hydrothermal method for fuel cell electrocatalysis. It was observed that the specific surface area of NiCo2O4 was strongly influenced by the synthesizing parameters namely temperature (T) and reaction time (t) in hydrothermal process. A high specific surface area in electrocatalyst materials is crucial for maximizing the efficiency and effectiveness of electrochemical reactions by providing more active sites, improving reactivity, enhancing mass transport, and reducing the utilization of expensive catalyst materials. The response surface method (RSM) coupled with central composite design (CCD) was utilised to statistically specify the effects of the reaction time and temperature on the specific surface area of the synthesized NiCo2O4. The optimum synthesize parameters of T = 188.41 °C and t = 12.86 hours were performed to obtain the highest specific surface area of 166.98 m2 g-1 which demonstrated the RSM was an excellent tool to implement and tailor the specific surface area of NiCo2O4. Finally, a mathematical model was derived to predict the relationship between these parameters and the structural properties. This study proved that the optimum hydrothermal parameters improved the final electrocatalyst structures based on numerical analysis and validated by the observation from field emission scanning electron microscopy and calculation from Brunauer–Emmett–Teller (BET) measurement.