首页 > 最新文献

International Journal of Hydrogen Energy最新文献

英文 中文
Stability, change, formation: Insights into the media's role in shaping attitudes toward green hydrogen in Germany 稳定、变化、形成:洞察媒体在塑造德国对绿色氢的态度中的作用
IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-30 DOI: 10.1016/j.ijhydene.2024.11.380
Dorothee Arlt, Marius Becker, Jens Wolling
This study uses a multi-method design to investigate the media's role in shaping Germans' attitudes toward green hydrogen. It combines an automatized content analysis of 7649 German newspaper articles published between July 2021 and June 2024 and a three-wave panel survey of the German population conducted between June 2023 and June 2024 with an initial sample of 2701 participants. The findings show that the intensity of media reporting on hydrogen was low compared to other energy-related topics. Nevertheless, participants' assessments of relative topic presence are rather accurate (rho: 0.50–0.80). A considerable number of participants were unable to position themselves toward the potential and challenges of hydrogen (23%–35%). Overall, the results indicate that media and communication tend to stabilize or change existing attitudes rather than contribute to the formation or loss of attitudes, leading to implications for the communication of relevant stakeholders.
本研究采用多方法设计来调查媒体在塑造德国人对绿色氢的态度方面的作用。它结合了对2021年7月至2024年6月期间发表的7649篇德国报纸文章的自动化内容分析,以及对2023年6月至2024年6月期间进行的三波德国人口面板调查,初始样本为2701人。研究结果表明,与其他能源相关话题相比,媒体对氢的报道强度较低。然而,参与者对相对话题存在的评估相当准确(rho: 0.50-0.80)。相当多的参与者(23%-35%)无法定位自己对氢的潜力和挑战。总体而言,研究结果表明,媒体和传播倾向于稳定或改变现有的态度,而不是促成态度的形成或丧失,从而对相关利益相关者的沟通产生影响。
{"title":"Stability, change, formation: Insights into the media's role in shaping attitudes toward green hydrogen in Germany","authors":"Dorothee Arlt,&nbsp;Marius Becker,&nbsp;Jens Wolling","doi":"10.1016/j.ijhydene.2024.11.380","DOIUrl":"10.1016/j.ijhydene.2024.11.380","url":null,"abstract":"<div><div>This study uses a multi-method design to investigate the media's role in shaping Germans' attitudes toward green hydrogen. It combines an automatized content analysis of 7649 German newspaper articles published between July 2021 and June 2024 and a three-wave panel survey of the German population conducted between June 2023 and June 2024 with an initial sample of 2701 participants. The findings show that the intensity of media reporting on hydrogen was low compared to other energy-related topics. Nevertheless, participants' assessments of relative topic presence are rather accurate (rho: 0.50–0.80). A considerable number of participants were unable to position themselves toward the potential and challenges of hydrogen (23%–35%). Overall, the results indicate that media and communication tend to stabilize or change existing attitudes rather than contribute to the formation or loss of attitudes, leading to implications for the communication of relevant stakeholders.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"97 ","pages":"Pages 328-337"},"PeriodicalIF":8.1,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142756861","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Techno-economic analysis of broiler chicken farm waste in Thailand to produce power via integration of combined gasification and fuel cell systems 通过联合气化和燃料电池系统整合泰国肉鸡养殖场废物发电的技术经济分析
IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-30 DOI: 10.1016/j.ijhydene.2024.11.444
Fawad Rahim Malik , Merika Chanthanumataporn
A techno-economic analysis (TEA) of a hybrid chicken litter gasification system combined with a phosphoric acid fuel cell (PAFC) model was simulated to address both renewable energy generation and waste management of broiler chicken farm waste in Thailand. The simulation model was developed and analyzed using Aspen Plus V.11 software. A small-scale gasification system integrated with a PAFC is proposed to meet the electrical demand of a typical chicken farm in the Northern Thailand region of Lamphun. In this study, gasifier temperature and equivalence ratio (ER) were considered as the main operating parameters. A thermodynamic analysis indicates that a gasifier temperature of 800 °C and an ER ratio of 0.2 is required to achieve hydrogen yield of 6.5% and cold gas efficiency (CGE) of 71%. Economic analysis suggests gasification + ICE is suitable for short-term profitability, while gasification + PAFC offers long-term profitability.
为解决泰国肉鸡养殖场废弃物的可再生能源发电和废弃物管理问题,对结合磷酸燃料电池(PAFC)模型的混合鸡窝气化系统进行了技术经济分析(TEA)。利用Aspen Plus V.11软件建立仿真模型并进行分析。一个小型气化系统集成了PAFC,以满足泰国北部兰埔地区一个典型养鸡场的电力需求。本研究以气化炉温度和等效比(ER)为主要运行参数。热力学分析表明,气化炉温度为800℃,ER比为0.2时,产氢率为6.5%,冷气效率(CGE)为71%。经济分析表明,气化+ ICE适合短期盈利,而气化+ PAFC适合长期盈利。
{"title":"Techno-economic analysis of broiler chicken farm waste in Thailand to produce power via integration of combined gasification and fuel cell systems","authors":"Fawad Rahim Malik ,&nbsp;Merika Chanthanumataporn","doi":"10.1016/j.ijhydene.2024.11.444","DOIUrl":"10.1016/j.ijhydene.2024.11.444","url":null,"abstract":"<div><div>A techno-economic analysis (TEA) of a hybrid chicken litter gasification system combined with a phosphoric acid fuel cell (PAFC) model was simulated to address both renewable energy generation and waste management of broiler chicken farm waste in Thailand. The simulation model was developed and analyzed using Aspen Plus V.11 software. A small-scale gasification system integrated with a PAFC is proposed to meet the electrical demand of a typical chicken farm in the Northern Thailand region of Lamphun. In this study, gasifier temperature and equivalence ratio (ER) were considered as the main operating parameters. A thermodynamic analysis indicates that a gasifier temperature of 800 °C and an ER ratio of 0.2 is required to achieve hydrogen yield of 6.5% and cold gas efficiency (CGE) of 71%. Economic analysis suggests gasification + ICE is suitable for short-term profitability, while gasification + PAFC offers long-term profitability.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"97 ","pages":"Pages 279-290"},"PeriodicalIF":8.1,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142756862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Theoretical modeling of experimental isotherms for hydrogen storage in La0.9Ce0.1Ni5 alloy La0.9Ce0.1Ni5合金储氢实验等温线的理论建模
IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-30 DOI: 10.1016/j.ijhydene.2024.11.146
Briki Chaker , Belkhiria Sihem , Mohamed Houcine Dhaou , Essid Manel , Nasri Saber , Dmitry Dunikov , Ivan Romanov , Alexey Kazakov , A. Alyousef Haifa , B.M. Alotaibi , Al-Harbi Nuha , Jemni Abdelmajid
This research reports the results of an experimental and numerical analysis of the La0.9Ce0.1Ni5 alloy's hydrogen absorption and desorption isotherms at three distinct temperatures (T = 313 K, 333 K, and 353 K). We first determined the morphological and structural properties, as well as the hydrogen storage isotherms, of the intermetallic La0.9Ce0.1Ni5 experimentally. The experimental isotherms were then compared to a mathematical model based on statistical physical theory. Due to the good agreement between the experimental isotherms and the proposed model, the insertion and release of hydrogen atoms (nα, nβ), geometric densities of receptor sites (Nαm, Nβm), and absorption-desorption energies (Pα, Pβ) were determined. Moreover, thermodynamic functions like enthalpy, entropy, Gibbs free energy, and internal energy were calculated using these parameters. The findings demonstrated that the intermetallic compound's CaCu5 structure promotes the formation of stable metal hydrides through attractive interactions, ensuring that hydrogen atoms are securely trapped in the metal lattice, thereby enhancing the material's hydrogen storage capacity.
本文报道了La0.9Ce0.1Ni5合金在3种不同温度(T = 313 K、333 K和353 K)下的吸氢和解吸氢等温线的实验和数值分析结果。我们首先通过实验确定了金属间化合物La0.9Ce0.1Ni5的形态、结构和储氢等温线。然后将实验等温线与基于统计物理理论的数学模型进行了比较。由于实验等温线与模型吻合较好,我们测定了氢原子(nα, nβ)的插入和释放量、受体位点(nα m, nβ m)的几何密度以及吸解吸能(Pα, Pβ)。利用这些参数计算了热力学函数如焓、熵、吉布斯自由能和内能。研究结果表明,金属间化合物的CaCu5结构通过吸引相互作用促进稳定金属氢化物的形成,确保氢原子被安全地困在金属晶格中,从而增强了材料的储氢能力。
{"title":"Theoretical modeling of experimental isotherms for hydrogen storage in La0.9Ce0.1Ni5 alloy","authors":"Briki Chaker ,&nbsp;Belkhiria Sihem ,&nbsp;Mohamed Houcine Dhaou ,&nbsp;Essid Manel ,&nbsp;Nasri Saber ,&nbsp;Dmitry Dunikov ,&nbsp;Ivan Romanov ,&nbsp;Alexey Kazakov ,&nbsp;A. Alyousef Haifa ,&nbsp;B.M. Alotaibi ,&nbsp;Al-Harbi Nuha ,&nbsp;Jemni Abdelmajid","doi":"10.1016/j.ijhydene.2024.11.146","DOIUrl":"10.1016/j.ijhydene.2024.11.146","url":null,"abstract":"<div><div>This research reports the results of an experimental and numerical analysis of the La<sub>0.9</sub>Ce<sub>0.1</sub>Ni<sub>5</sub> alloy's hydrogen absorption and desorption isotherms at three distinct temperatures (T = 313 K, 333 K, and 353 K). We first determined the morphological and structural properties, as well as the hydrogen storage isotherms, of the intermetallic La<sub>0.9</sub>Ce<sub>0.1</sub>Ni<sub>5</sub> experimentally. The experimental isotherms were then compared to a mathematical model based on statistical physical theory. Due to the good agreement between the experimental isotherms and the proposed model, the insertion and release of hydrogen atoms (n<sub>α</sub>, n<sub>β</sub>), geometric densities of receptor sites (N<sub>αm</sub>, N<sub>βm</sub>), and absorption-desorption energies (P<sub>α</sub>, P<sub>β</sub>) were determined. Moreover, thermodynamic functions like enthalpy, entropy, Gibbs free energy, and internal energy were calculated using these parameters. The findings demonstrated that the intermetallic compound's CaCu<sub>5</sub> structure promotes the formation of stable metal hydrides through attractive interactions, ensuring that hydrogen atoms are securely trapped in the metal lattice, thereby enhancing the material's hydrogen storage capacity.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"96 ","pages":"Pages 1251-1261"},"PeriodicalIF":8.1,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142744835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Preparation and performance of nickel/C based acidic oxygen evolution anode with polyphenol film 镍/C基多酚膜酸性析氧阳极的制备及性能研究
IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-30 DOI: 10.1016/j.ijhydene.2024.11.370
Daxue Fu , Shangli Chen , Jiazhuang Shi , Qunzhao Xu , Jiuhua Wu
The development of efficient and competitive acidic oxygen evolution reaction (OER) electrocatalysts is a major challenge for hydrogen production by water electrolysis. In this paper, a novel strategy was proposed for preparing OER electrode material, by which a polyphenol (ppl) film was plated on a carbon black-coated nickel foam substrate. The electrode Ni/C-ppl-30-0.1-0.1 shows excellent catalytic activity and stability. The overpotential at 10 mA cm−2 is 350 mV, which is lower than some of the reported non-precious metal materials. Structural and electrocatalytic performance analyses show that the performance of the electrode benefits from the surface defects of the ppl film and the abundant oxygen-containing functional group, which provide numerous catalytic centers for OER. This work provides an attempt to enhance the anodic stability in acidic media by conductive polymer film.
高效、有竞争力的酸性析氧反应(OER)电催化剂的开发是水电解制氢的主要挑战。本文提出了一种制备OER电极材料的新策略,即在炭黑涂层的泡沫镍衬底上镀一层多酚(ppl)薄膜。Ni/C-ppl-30-0.1-0.1电极表现出优异的催化活性和稳定性。在10 mA cm−2下的过电位为350 mV,低于一些报道的非贵金属材料。结构和电催化性能分析表明,ppl膜的表面缺陷和丰富的含氧官能团为OER提供了大量的催化中心,有利于电极的性能。本研究为利用导电聚合物薄膜提高其在酸性介质中的阳极稳定性提供了一种尝试。
{"title":"Preparation and performance of nickel/C based acidic oxygen evolution anode with polyphenol film","authors":"Daxue Fu ,&nbsp;Shangli Chen ,&nbsp;Jiazhuang Shi ,&nbsp;Qunzhao Xu ,&nbsp;Jiuhua Wu","doi":"10.1016/j.ijhydene.2024.11.370","DOIUrl":"10.1016/j.ijhydene.2024.11.370","url":null,"abstract":"<div><div>The development of efficient and competitive acidic oxygen evolution reaction (OER) electrocatalysts is a major challenge for hydrogen production by water electrolysis. In this paper, a novel strategy was proposed for preparing OER electrode material, by which a polyphenol (ppl) film was plated on a carbon black-coated nickel foam substrate. The electrode Ni/C-ppl-30-0.1-0.1 shows excellent catalytic activity and stability. The overpotential at 10 mA cm<sup>−2</sup> is 350 mV, which is lower than some of the reported non-precious metal materials. Structural and electrocatalytic performance analyses show that the performance of the electrode benefits from the surface defects of the ppl film and the abundant oxygen-containing functional group, which provide numerous catalytic centers for OER. This work provides an attempt to enhance the anodic stability in acidic media by conductive polymer film.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"97 ","pages":"Pages 270-278"},"PeriodicalIF":8.1,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747331","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Electron-deficient naphthalenediimides modified g-C3N4 for boosting photocatalytic hydrogen evolution in freshwater and seawater 缺电子萘二亚胺修饰g-C3N4促进淡水和海水光催化析氢
IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-30 DOI: 10.1016/j.ijhydene.2024.11.439
Miao Cao , Yulang Qiu , Man Yang , Yanyan Zhang , Qiange Li , Shishen Zhang , Peng Li , Qi Sui
Construction of a proper electron donor-acceptor (D-A) microenvironment through introducing a suitable chemical moiety is an effective strategy to facilitate photogenerated charge transfer in a cascade step actively, which can boost the corresponding photocatalytic performance significantly. Herein, a series of naphthalenediimide (NDIy), possessing unique electron-deficient aromatic imides, were introduced to prepare D-A structured g-C3N4 (CN) derivative hybrid photocatalysts for photocatalytic hydrogen evolution (PHE) from water splitting. Remarkably, the modification with NDIy all significantly improved the PHE performance, in which 1%NDINH2@CN exhibits the best photocatalytic activity (14.57 mmolꞏg−1ꞏh−1), exceeding 5.6 times over the unmodified pure CN under the same conditions. The enhanced PHE activity is highly associated with the interfacial D-A interactions between NDIy and CN, which also lays the foundation for the further rational design of analogs toward various types of photocatalytic reactions.
通过引入合适的化学片段构建合适的电子给受体微环境是一种有效的促进级联过程中光生电荷转移的策略,可以显著提高相应的光催化性能。本文介绍了一系列具有独特的缺电子芳酰亚胺的萘二亚胺(NDIy),制备了D-A结构的g-C3N4 (CN)衍生物杂化光催化剂,用于水裂解光催化析氢(PHE)。值得注意的是,NDIy改性均显著提高了PHE的性能,其中1%NDINH2@CN表现出最好的光催化活性(14.57 mmolꞏg−1ꞏh−1),是相同条件下未改性纯CN的5.6倍。PHE活性的增强与NDIy与CN之间的界面D-A相互作用密切相关,这也为进一步合理设计各种类型光催化反应的类似物奠定了基础。
{"title":"Electron-deficient naphthalenediimides modified g-C3N4 for boosting photocatalytic hydrogen evolution in freshwater and seawater","authors":"Miao Cao ,&nbsp;Yulang Qiu ,&nbsp;Man Yang ,&nbsp;Yanyan Zhang ,&nbsp;Qiange Li ,&nbsp;Shishen Zhang ,&nbsp;Peng Li ,&nbsp;Qi Sui","doi":"10.1016/j.ijhydene.2024.11.439","DOIUrl":"10.1016/j.ijhydene.2024.11.439","url":null,"abstract":"<div><div>Construction of a proper electron donor-acceptor (D-A) microenvironment through introducing a suitable chemical moiety is an effective strategy to facilitate photogenerated charge transfer in a cascade step actively, which can boost the corresponding photocatalytic performance significantly. Herein, a series of naphthalenediimide (<strong>NDI</strong><sub><strong>y</strong></sub>), possessing unique electron-deficient aromatic imides, were introduced to prepare D-A structured <em>g</em>-C<sub>3</sub>N<sub>4</sub> (<strong>CN</strong>) derivative hybrid photocatalysts for photocatalytic hydrogen evolution (PHE) from water splitting. Remarkably, the modification with <strong>NDI</strong><sub><strong>y</strong></sub> all significantly improved the PHE performance, in which <strong>1%NDI</strong><sub><strong>NH2</strong></sub><strong>@CN</strong> exhibits the best photocatalytic activity (14.57 mmolꞏg<sup>−1</sup>ꞏh<sup>−1</sup>), exceeding 5.6 times over the unmodified pure <strong>CN</strong> under the same conditions. The enhanced PHE activity is highly associated with the interfacial D-A interactions between <strong>NDI</strong><sub><strong>y</strong></sub> and <strong>CN</strong>, which also lays the foundation for the further rational design of analogs toward various types of photocatalytic reactions.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"97 ","pages":"Pages 227-235"},"PeriodicalIF":8.1,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Delamination defects in composite hydrogen storage cylinders: CT scanning and shearography measurement 复合储氢气瓶的分层缺陷:CT扫描和剪切测量
IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-30 DOI: 10.1016/j.ijhydene.2024.11.447
Li Ma , Changchen Liu , Jiulin Han , Ange Wen , Baoqing Liu , Jinyang Zheng
Carbon fiber-reinforced composite hydrogen storage cylinder is a key component used in hydrogen fuel cell electric vehicles. However, some micro defects such as voids and delamination are inevitable during the manufacturing process. An efficient detection method for manufacturing defects is still lacking at present. In this work, industrial computerized tomography (CT) scanning was carried out and a large number of micro delamination with scattered sizes and random locations were found in the filament winding layer. Shearography technique based on digital speckle pattern interferometry (DSPI) was used to measure the surface deformation of the cylinders. It was found that the "butterfly-shaped” interference fringes representing the anomalous responses from defects can be significantly observed at the pressure difference of 0.62%–0.69% working pressure. Also, the crack was found originated from the delamination defect with the most significant “butterfly-shaped” fringes, which leads to a large area of interlaminar destruction during the hydraulic bursting test.
碳纤维增强复合材料储氢筒是氢燃料电池电动汽车的关键部件。然而,在制造过程中,一些微小缺陷如空洞和分层是不可避免的。目前还缺乏一种有效的制造缺陷检测方法。本工作通过工业计算机断层扫描(CT)发现,在长丝缠绕层中存在大量尺寸分散、位置随机的微分层现象。采用基于数字散斑干涉法(DSPI)的剪切成像技术测量圆柱的表面变形。结果表明,在0.62% ~ 0.69%的工作压力差范围内,可以明显观察到代表缺陷异常响应的“蝴蝶形”干涉条纹。在水力爆破试验中,发现裂纹起源于分层缺陷,其“蝴蝶状”条纹最为明显,导致了大面积的层间破坏。
{"title":"Delamination defects in composite hydrogen storage cylinders: CT scanning and shearography measurement","authors":"Li Ma ,&nbsp;Changchen Liu ,&nbsp;Jiulin Han ,&nbsp;Ange Wen ,&nbsp;Baoqing Liu ,&nbsp;Jinyang Zheng","doi":"10.1016/j.ijhydene.2024.11.447","DOIUrl":"10.1016/j.ijhydene.2024.11.447","url":null,"abstract":"<div><div>Carbon fiber-reinforced composite hydrogen storage cylinder is a key component used in hydrogen fuel cell electric vehicles. However, some micro defects such as voids and delamination are inevitable during the manufacturing process. An efficient detection method for manufacturing defects is still lacking at present. In this work, industrial computerized tomography (CT) scanning was carried out and a large number of micro delamination with scattered sizes and random locations were found in the filament winding layer. Shearography technique based on digital speckle pattern interferometry (DSPI) was used to measure the surface deformation of the cylinders. It was found that the \"butterfly-shaped” interference fringes representing the anomalous responses from defects can be significantly observed at the pressure difference of 0.62%–0.69% working pressure. Also, the crack was found originated from the delamination defect with the most significant “butterfly-shaped” fringes, which leads to a large area of interlaminar destruction during the hydraulic bursting test.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"97 ","pages":"Pages 140-149"},"PeriodicalIF":8.1,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747407","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
In-situ engineering of 3D amorphous/crystalline NiFeP/NiMoP/NF composite for improved hydrogen evolution 三维非晶/结晶NiFeP/NiMoP/NF复合材料的原位工程研究
IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-30 DOI: 10.1016/j.ijhydene.2024.11.425
Bing Mei , Ali B.M. Ali , Mortatha Al-Yasiri , Anjan Kumar , Pawan Sharma , Mamata Chahar , M. Ravi Kumar , Saiful Islam , Devendra Pratap Rao , Shaik Mohammad Irshad
Developing High-performance, low-cost, and non-noble-metal hydrogen evolution reaction (HER) electrocatalysts are one of the particularly significant elements to triumph over the slow kinetics of water dissociation. However, utilizing non-noble metal electrocatalysts at large-scale applications remains a significant challenge. This work informs the fabrication of porous amorphous NiFeP nanostructures on crystalline NiMoP/NF nanoflakes morphology via straightforward two-step electrodeposition and hydrothermal processes as a binder-free 3D hetero-structured composite catalyst for reliable HER. Based on experimental characterizations and density functional theory (DFT) calculations, the optimized NiFeP@NiMoP@NF electrocatalyst exhibits a favorable amorphous/crystalline morphology and an intrinsic metallic phase. This structure facilitates efficient charge transport and exposes abundant active sites with strong electronic interactions between NiFeP and NiMoP, significantly optimizing the adsorption and desorption energy of H2O and thus leading to easy adsorption of H and OH on NiFeP@NiMoP and promoting the bubble release, finally improving electrocatalytic HER performance in alkaline media (only need an overpotential of 40 mV to conduct a current density of 10 mA cm−2). The rational and affordable developing technique in this study not only implies the importance of interface engineering in catalyst construction but also opens a new route for synthesizing high-efficiency Ni-based electrocatalysts for a variety of water electrolysis applications.
开发高性能、低成本和非贵金属析氢反应(HER)电催化剂是克服水解离缓慢动力学的一个特别重要的因素。然而,在大规模应用中利用非贵金属电催化剂仍然是一个重大挑战。本研究通过直接的两步电沉积和水热工艺,在NiMoP/NF纳米片形貌上制备了多孔非晶NiFeP纳米结构,作为可靠的HER的无粘结剂3D异质结构复合催化剂。基于实验表征和密度泛函理论(DFT)计算,优化后的NiFeP@NiMoP@NF电催化剂具有良好的非晶/晶形态和本征金属相。这种结构有利于有效的电荷传输,并暴露出丰富的NiFeP和NiMoP之间具有强电子相互作用的活性位点,显著优化了H2O的吸附和解吸能,从而使H和OH -在NiFeP@NiMoP上易于吸附,促进气泡释放,最终提高了碱性介质中电催化HER的性能(只需要40 mV的过电位就可以传导10 mA cm - 2的电流密度)。本研究中合理、经济的开发技术不仅表明了界面工程在催化剂构建中的重要性,而且为合成各种水电解应用的高效镍基电催化剂开辟了新的途径。
{"title":"In-situ engineering of 3D amorphous/crystalline NiFeP/NiMoP/NF composite for improved hydrogen evolution","authors":"Bing Mei ,&nbsp;Ali B.M. Ali ,&nbsp;Mortatha Al-Yasiri ,&nbsp;Anjan Kumar ,&nbsp;Pawan Sharma ,&nbsp;Mamata Chahar ,&nbsp;M. Ravi Kumar ,&nbsp;Saiful Islam ,&nbsp;Devendra Pratap Rao ,&nbsp;Shaik Mohammad Irshad","doi":"10.1016/j.ijhydene.2024.11.425","DOIUrl":"10.1016/j.ijhydene.2024.11.425","url":null,"abstract":"<div><div>Developing High-performance, low-cost, and non-noble-metal hydrogen evolution reaction (HER) electrocatalysts are one of the particularly significant elements to triumph over the slow kinetics of water dissociation. However, utilizing non-noble metal electrocatalysts at large-scale applications remains a significant challenge. This work informs the fabrication of porous amorphous NiFeP nanostructures on crystalline NiMoP/NF nanoflakes morphology via straightforward two-step electrodeposition and hydrothermal processes as a binder-free 3D hetero-structured composite catalyst for reliable HER. Based on experimental characterizations and density functional theory (DFT) calculations, the optimized NiFeP@NiMoP@NF electrocatalyst exhibits a favorable amorphous/crystalline morphology and an intrinsic metallic phase. This structure facilitates efficient charge transport and exposes abundant active sites with strong electronic interactions between NiFeP and NiMoP, significantly optimizing the adsorption and desorption energy of H<sub>2</sub>O and thus leading to easy adsorption of H and OH<sup>−</sup> on NiFeP@NiMoP and promoting the bubble release, finally improving electrocatalytic HER performance in alkaline media (only need an overpotential of 40 mV to conduct a current density of 10 mA cm<sup>−2</sup>). The rational and affordable developing technique in this study not only implies the importance of interface engineering in catalyst construction but also opens a new route for synthesizing high-efficiency Ni-based electrocatalysts for a variety of water electrolysis applications.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"97 ","pages":"Pages 130-139"},"PeriodicalIF":8.1,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reshaping the energy landscape: Explorations and strategic perspectives on hydrogen energy preparation, efficient storage, safe transportation and wide applications 重塑能源格局:氢能制备、高效储存、安全运输和广泛应用的探索与战略展望
IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-30 DOI: 10.1016/j.ijhydene.2024.11.110
Kaiyou Shu, Bin Guan, Zhongqi Zhuang, Junyan Chen, Lei Zhu, Zeren Ma, Xuehan Hu, Chenyu Zhu, Sikai Zhao, Hongtao Dang, Tiankui Zhu, Zhen Huang
As the global demand for clean energy continues to rise, hydrogen, as a promising clean energy carrier, is increasingly becoming the focus of international attention. This paper aims to present a comprehensive overview of hydrogen preparation strategies, recent advances in storage and transportation technologies, and the extensive application of hydrogen in many fields. First, we explored the current mainstream hydrogen preparation paths, including but not limited to hydroelectrolysis (decomposition of water molecules using renewable energy power); gas steam reforming (traditional but efficient hydrogen production methods requiring carbon emission management); biomass gasification and coal gasification (based on innovative utilisation of renewable and fossil resources); and hydrolysis hydrogen production (advanced cutting-edge technology directly using solar energy). Each method shows its unique advantages and potential application scenarios. Subsequently, we have focused on hydrogen storage technology, a key area that is undergoing rapid technological innovation and widespread application. Hydrogen storage technology, with its energy storage and release characteristics without carbon dioxide emissions, is regarded as an important bridge to promote the transformation of energy structure and achieve the sustainable development goals. This paper not only expounds the basic principle of hydrogen storage technology and historical evolution, also analyzed in detail in the compressed hydrogen, liquid hydrogen and solid hydrogen storage form of concrete application examples, at the same time, the selection of hydrogen storage materials, cost efficiency, safety performance and deeply analyzes the core challenges, and the future development trend and potential solutions. In terms of hydrogen transport, this paper will introduce three common transport modes: gas transport, liquid transport and hydrogen carrier transport. Further, we turned to the diversified utilisation technology of hydrogen, focusing on the breakthroughs of fuel cell technology in energy conversion efficiency, Hydrogen combustionand, thow hydrogen energy can help to achieve low-carbon travel in the transportation field. The integration and application of these technologies not only broaden the use of hydrogen energy, but also lay a solid foundation for them to occupy a core position in the clean energy system. To sum up, through a detailed review, this paper draws a panorama of hydrogen production, storage, transportation and use, revealing the key role and huge potential of hydrogen energy in the clean energy transition. We look forward to that this paper will provide valuable reference and inspiration for researchers, engineers and policy makers, jointly promote the continuous progress and wide application of hydrogen technology, and contribute to the construction of a green and low-carbon future.
随着全球对清洁能源需求的持续上升,氢能作为一种前景广阔的清洁能源载体日益成为国际社会关注的焦点。本文旨在全面介绍氢的制备策略、储存和运输技术的最新进展以及氢在许多领域的广泛应用。首先,我们探索了目前主流的制氢途径,包括但不限于水电解(利用可再生能源电力分解水分子);燃气蒸汽重整(传统但高效的制氢方法,需要碳排放管理);生物质气化和煤气化(基于可再生能源和化石资源的创新利用);和水解制氢(直接利用太阳能的先进尖端技术)。每种方法都展示了其独特的优势和潜在的应用场景。随后,我们将重点放在储氢技术上,这是一个正在快速技术创新和广泛应用的关键领域。储氢技术以其不排放二氧化碳的储能和释放特性,被视为促进能源结构转型、实现可持续发展目标的重要桥梁。本文不仅阐述了储氢技术的基本原理和历史沿革,还详细分析了在压缩氢、液态氢和固态氢等储氢形式下的具体应用实例,同时,对储氢材料的选择、成本效益、安全性能等核心挑战进行了深入分析,以及未来发展趋势和潜在解决方案。在氢输运方面,本文将介绍三种常见的输运方式:气体输运、液体输运和氢载体输运。此外,我们还转向氢的多元化利用技术,重点关注燃料电池技术在能量转换效率、氢燃烧以及氢能如何帮助交通领域实现低碳出行方面的突破。这些技术的整合与应用,不仅拓宽了氢能的使用范围,也为其在清洁能源体系中占据核心地位奠定了坚实的基础。综上所述,通过详细的综述,本文描绘了氢的生产、储存、运输和利用的全景,揭示了氢能在清洁能源转型中的关键作用和巨大潜力。我们期待本文能够为研究者、工程师和政策制定者提供有价值的参考和启发,共同推动氢能技术的不断进步和广泛应用,为构建绿色低碳的未来做出贡献。
{"title":"Reshaping the energy landscape: Explorations and strategic perspectives on hydrogen energy preparation, efficient storage, safe transportation and wide applications","authors":"Kaiyou Shu,&nbsp;Bin Guan,&nbsp;Zhongqi Zhuang,&nbsp;Junyan Chen,&nbsp;Lei Zhu,&nbsp;Zeren Ma,&nbsp;Xuehan Hu,&nbsp;Chenyu Zhu,&nbsp;Sikai Zhao,&nbsp;Hongtao Dang,&nbsp;Tiankui Zhu,&nbsp;Zhen Huang","doi":"10.1016/j.ijhydene.2024.11.110","DOIUrl":"10.1016/j.ijhydene.2024.11.110","url":null,"abstract":"<div><div>As the global demand for clean energy continues to rise, hydrogen, as a promising clean energy carrier, is increasingly becoming the focus of international attention. This paper aims to present a comprehensive overview of hydrogen preparation strategies, recent advances in storage and transportation technologies, and the extensive application of hydrogen in many fields. First, we explored the current mainstream hydrogen preparation paths, including but not limited to hydroelectrolysis (decomposition of water molecules using renewable energy power); gas steam reforming (traditional but efficient hydrogen production methods requiring carbon emission management); biomass gasification and coal gasification (based on innovative utilisation of renewable and fossil resources); and hydrolysis hydrogen production (advanced cutting-edge technology directly using solar energy). Each method shows its unique advantages and potential application scenarios. Subsequently, we have focused on hydrogen storage technology, a key area that is undergoing rapid technological innovation and widespread application. Hydrogen storage technology, with its energy storage and release characteristics without carbon dioxide emissions, is regarded as an important bridge to promote the transformation of energy structure and achieve the sustainable development goals. This paper not only expounds the basic principle of hydrogen storage technology and historical evolution, also analyzed in detail in the compressed hydrogen, liquid hydrogen and solid hydrogen storage form of concrete application examples, at the same time, the selection of hydrogen storage materials, cost efficiency, safety performance and deeply analyzes the core challenges, and the future development trend and potential solutions. In terms of hydrogen transport, this paper will introduce three common transport modes: gas transport, liquid transport and hydrogen carrier transport. Further, we turned to the diversified utilisation technology of hydrogen, focusing on the breakthroughs of fuel cell technology in energy conversion efficiency, Hydrogen combustionand, thow hydrogen energy can help to achieve low-carbon travel in the transportation field. The integration and application of these technologies not only broaden the use of hydrogen energy, but also lay a solid foundation for them to occupy a core position in the clean energy system. To sum up, through a detailed review, this paper draws a panorama of hydrogen production, storage, transportation and use, revealing the key role and huge potential of hydrogen energy in the clean energy transition. We look forward to that this paper will provide valuable reference and inspiration for researchers, engineers and policy makers, jointly promote the continuous progress and wide application of hydrogen technology, and contribute to the construction of a green and low-carbon future.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"97 ","pages":"Pages 160-213"},"PeriodicalIF":8.1,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747406","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Microscopic insights into UiO-66@proton exchange composite membrane by molecular dynamics simulation 微观洞察UiO-66@proton交换复合膜的分子动力学模拟
IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-30 DOI: 10.1016/j.ijhydene.2024.11.404
Dongchen Shen , Zhilu Liu , Wei Li , Song Li , Zhengkai Tu
UiO-66 as one of the known metal-organic frameworks (MOFs) has been recognized as highly promising dopants for enhancing the proton conductivity of proton exchange membrane (PEM) owing to the large pore volume and structure tunability. Despite the numerous experimental reports on MOF-doped PEMs, their increased proton conductivity is commonly ascribed to enhanced water uptake. The underlying mechanisms from a microscopic perspective remain elusive. Therefore, this work explores the microstructure and water diffusion dynamics within composite membranes to decipher their mechanisms involved in proton conductivity using molecular dynamics (MD) simulations. Four types of composite membranes based on two representative MOFs i.e. UiO-66 and UiO-66-NH2 and two PEMs including Nafion and Dow, respectively, were taken into account. It is revealed that the UiO-66-NH2 doped Nafion composite membrane exhibits the highest water uptake among the four composite membranes resulting from the super hydrophilicity of UiO-66-NH2. Besides, the more concentrated distribution of sulfonic groups near the water-PEM interface and the higher interface roughness of UiO-66-NH2 doped Nafion lead to more water molecules surrounding its sulfonic groups that are favorable for the proton dissociation from sulfonic groups. Furthermore, the increased water channel connectivity of MOF-doped membranes that promotes proton transport through water via the Grotthuss mechanism demonstrates one of the mechanisms for increased proton conductivity. On the other hand, although the reduced lifetime of the hydrogen bond network and the enhanced water diffusion coefficient within MOF-doped membranes manifest the favorable proton transfer via the Vehicle mechanism. Overall, UiO-66-NH2 doped Nafion membranes exhibiting the highest water channel connectivity and water diffusion coefficients demonstrate the greatest potential of UiO-66-NH2 doping in advancing the proton conductivity. These findings provided microscopic insights into understanding the improved proton conductivity mechanism of MOF doped PEMs, and the approaches developed in this work may be extended to other composite membranes.
UiO-66作为一种已知的金属有机骨架(MOFs),由于其具有较大的孔体积和结构可调性,被认为是提高质子交换膜(PEM)质子电导率的极具前景的掺杂剂。尽管有许多关于mof掺杂的PEMs的实验报告,但它们增加的质子电导率通常归因于增强的吸水率。从微观角度来看,潜在的机制仍然难以捉摸。因此,本研究探索了复合膜内的微观结构和水扩散动力学,利用分子动力学(MD)模拟来破译它们与质子电导率有关的机制。以两种具有代表性的mof (UiO-66和UiO-66- nh2)和两种PEMs (Nafion和Dow)为基础,研究了四种复合膜。结果表明,由于UiO-66-NH2的超亲水性,UiO-66-NH2掺杂的Nafion复合膜在4种复合膜中表现出最高的吸水性。此外,UiO-66-NH2掺杂的Nafion在水- pem界面附近的磺酸基分布更集中,界面粗糙度更高,导致其磺酸基周围有更多的水分子,有利于质子与磺酸基解离。此外,mof掺杂膜的水通道连通性增加,通过Grotthuss机制促进质子在水中的传输,这证明了质子电导率增加的机制之一。另一方面,虽然mof掺杂膜内氢键网络寿命降低,水扩散系数提高,但通过Vehicle机制表现出有利的质子转移。总体而言,UiO-66-NH2掺杂的Nafion膜表现出最高的水通道连通性和水扩散系数,表明UiO-66-NH2掺杂在提高质子电导率方面具有最大的潜力。这些发现为理解MOF掺杂的PEMs改善质子电导率的机制提供了微观的见解,并且本工作中发展的方法可能扩展到其他复合膜。
{"title":"Microscopic insights into UiO-66@proton exchange composite membrane by molecular dynamics simulation","authors":"Dongchen Shen ,&nbsp;Zhilu Liu ,&nbsp;Wei Li ,&nbsp;Song Li ,&nbsp;Zhengkai Tu","doi":"10.1016/j.ijhydene.2024.11.404","DOIUrl":"10.1016/j.ijhydene.2024.11.404","url":null,"abstract":"<div><div>UiO-66 as one of the known metal-organic frameworks (MOFs) has been recognized as highly promising dopants for enhancing the proton conductivity of proton exchange membrane (PEM) owing to the large pore volume and structure tunability. Despite the numerous experimental reports on MOF-doped PEMs, their increased proton conductivity is commonly ascribed to enhanced water uptake. The underlying mechanisms from a microscopic perspective remain elusive. Therefore, this work explores the microstructure and water diffusion dynamics within composite membranes to decipher their mechanisms involved in proton conductivity using molecular dynamics (MD) simulations. Four types of composite membranes based on two representative MOFs i.e. UiO-66 and UiO-66-NH<sub>2</sub> and two PEMs including Nafion and Dow, respectively, were taken into account. It is revealed that the UiO-66-NH<sub>2</sub> doped Nafion composite membrane exhibits the highest water uptake among the four composite membranes resulting from the super hydrophilicity of UiO-66-NH<sub>2</sub>. Besides, the more concentrated distribution of sulfonic groups near the water-PEM interface and the higher interface roughness of UiO-66-NH<sub>2</sub> doped Nafion lead to more water molecules surrounding its sulfonic groups that are favorable for the proton dissociation from sulfonic groups. Furthermore, the increased water channel connectivity of MOF-doped membranes that promotes proton transport through water via the Grotthuss mechanism demonstrates one of the mechanisms for increased proton conductivity. On the other hand, although the reduced lifetime of the hydrogen bond network and the enhanced water diffusion coefficient within MOF-doped membranes manifest the favorable proton transfer via the Vehicle mechanism. Overall, UiO-66-NH<sub>2</sub> doped Nafion membranes exhibiting the highest water channel connectivity and water diffusion coefficients demonstrate the greatest potential of UiO-66-NH<sub>2</sub> doping in advancing the proton conductivity. These findings provided microscopic insights into understanding the improved proton conductivity mechanism of MOF doped PEMs, and the approaches developed in this work may be extended to other composite membranes.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"97 ","pages":"Pages 236-246"},"PeriodicalIF":8.1,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advanced modelling and optimization of steam methane reforming: From CFD simulation to machine learning - Driven optimization 蒸汽甲烷重整的先进建模和优化:从CFD模拟到机器学习驱动的优化
IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-30 DOI: 10.1016/j.ijhydene.2024.11.352
Azadeh Jafarizadeh , Masoud Panjepour , Mohsen Davazdah Emami
Computational fluid dynamics simulations were utilized to investigate the steam methane reforming process with the aim to improve its efficiency. Key parameters examined for their impact on process performance included surface heat flux (73–108 kW/m2), tube length (1–16 m), steam-to-carbon ratio (1.4–4), and flow rate (0.22–0.38 kg/s). To analyze the simultaneous effects of these variables while reducing computational costs, Deep Neural Networks (DNN) were employed. An optimized DNN was designed to achieve acceptable performance, featuring an input layer with four neurons that represent reformer length, flow rate, heat flux, and steam-to-carbon ratio. The network includes four hidden layers with 32, 16, 8, and 8 neurons respectively, and concludes with an output layer comprising seven neurons for residual methane, water vapor, produced hydrogen, carbon dioxide, carbon monoxide, wall temperature, and gas outlet temperature. The results indicated that the proposed model achieved high accuracy, exceeding 99%, in predicting both training and test data. Following the DNN modeling, an optimization algorithm based on the random search method was developed. This algorithm searches a wide range of parameters to identify the optimal conditions for simultaneously maximizing hydrogen production and minimizing reformer length.
为了提高蒸汽甲烷重整效率,采用计算流体力学模拟方法对重整过程进行了研究。对工艺性能影响的关键参数包括表面热流密度(73-108 kW/m2)、管道长度(1-16 m)、蒸汽碳比(1.4-4)和流量(0.22-0.38 kg/s)。为了在减少计算成本的同时分析这些变量的同时影响,采用了深度神经网络(DNN)。为了达到可接受的性能,设计了一个优化的深度神经网络,其输入层包含四个神经元,分别代表重整器长度、流速、热通量和蒸汽碳比。该网络包含4个隐藏层,分别包含32、16、8和8个神经元,输出层包含7个神经元,分别包含残余甲烷、水蒸气、生成氢、二氧化碳、一氧化碳、壁温和气体出口温度。结果表明,该模型对训练数据和测试数据的预测准确率均超过99%。在DNN建模的基础上,提出了一种基于随机搜索的优化算法。该算法搜索范围广泛的参数,以确定同时最大化产氢和最小化重整器长度的最佳条件。
{"title":"Advanced modelling and optimization of steam methane reforming: From CFD simulation to machine learning - Driven optimization","authors":"Azadeh Jafarizadeh ,&nbsp;Masoud Panjepour ,&nbsp;Mohsen Davazdah Emami","doi":"10.1016/j.ijhydene.2024.11.352","DOIUrl":"10.1016/j.ijhydene.2024.11.352","url":null,"abstract":"<div><div>Computational fluid dynamics simulations were utilized to investigate the steam methane reforming process with the aim to improve its efficiency. Key parameters examined for their impact on process performance included surface heat flux (73–108 kW/m<sup>2</sup>), tube length (1–16 m), steam-to-carbon ratio (1.4–4), and flow rate (0.22–0.38 kg/s). To analyze the simultaneous effects of these variables while reducing computational costs, Deep Neural Networks (DNN) were employed. An optimized DNN was designed to achieve acceptable performance, featuring an input layer with four neurons that represent reformer length, flow rate, heat flux, and steam-to-carbon ratio. The network includes four hidden layers with 32, 16, 8, and 8 neurons respectively, and concludes with an output layer comprising seven neurons for residual methane, water vapor, produced hydrogen, carbon dioxide, carbon monoxide, wall temperature, and gas outlet temperature. The results indicated that the proposed model achieved high accuracy, exceeding 99%, in predicting both training and test data. Following the DNN modeling, an optimization algorithm based on the random search method was developed. This algorithm searches a wide range of parameters to identify the optimal conditions for simultaneously maximizing hydrogen production and minimizing reformer length.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"96 ","pages":"Pages 1262-1280"},"PeriodicalIF":8.1,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142757588","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal of Hydrogen Energy
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1