{"title":"Advances and challenges in photo/electrocatalytic seawater splitting for sustainable hydrogen production: A comprehensive review","authors":"Brahmari Honnappa , Selvaganapathy Ganesan , Thangavelu Kokulnathan , Arunkumar Palaniappan , Karthikeyan Sekar","doi":"10.1016/j.ijhydene.2025.03.168","DOIUrl":"10.1016/j.ijhydene.2025.03.168","url":null,"abstract":"<div><div>Water splitting is a promising method for hydrogen production, providing a clean energy source with a high energy yield. To meet long-term global energy demands, breakthroughs in hydrogen production, storage, and transportation are crucial. The direct use of seawater for hydrogen production is gaining popularity, as it reduces costs and efficiently utilizes saltwater resources. Technologies like photocatalysis, electrocatalysis, and photoelectrocatalysis facilitate seawater splitting by converting sunlight into hydrogen fuel, thus enabling green hydrogen production. For example, photocatalytic hydrogen generation mimics artificial photosynthesis, offering a simple and cost-effective approach. Our review of research on photo/electrocatalytic seawater splitting highlights both its limitations and future potential for sustainable fuel sources. Key challenges, such as low conversion efficiency and catalyst instability, need to be addressed. Future studies should focus on developing stable catalysts and optimizing mass transport at the electrode-electrolyte interface.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"120 ","pages":"Pages 642-681"},"PeriodicalIF":8.1,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143769053","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}
Huixian Weng , Danyang Liu , Shujiang Geng, Gang Chen, Fuhui Wang
{"title":"Thermally converted oxide microstructure on ferritic stainless steel with Cu/Ni dual-layer coating for SOFC interconnect applications","authors":"Huixian Weng , Danyang Liu , Shujiang Geng, Gang Chen, Fuhui Wang","doi":"10.1016/j.ijhydene.2025.03.443","DOIUrl":"10.1016/j.ijhydene.2025.03.443","url":null,"abstract":"<div><div>Cu/Ni dual-layer coating is applied to improve the performance of SUS 430 steel as solid oxide fuel cells (SOFCs) interconnects. Cu layer is deposited by electroplating, followed by magnetron sputtering Ni layer on top of Cu layer. The coated steels are evaluated in air at 800 °C in correspondence with SOFC cathode environment. Results showed that a considerable amount of Ni diffuses into the steel substrate, while Fe and Cr diffuse from the steel substrate into the coating during the initial oxidation. A (Ni,Fe)<sub>3</sub>O<sub>4</sub> spinel layer is initially formed on the scale surface. Cu diffuses outwards and eventually dopes into (Ni,Fe)<sub>3</sub>O<sub>4</sub> spinel to form (Ni,Fe,Cu)<sub>3</sub>O<sub>4</sub> spinel. The oxide scale evolved into a dual-layer structure of an inner Cr<sub>2</sub>O<sub>3</sub> layer and an outer layer of NiO mixed with spinels after 5 weeks of oxidation. Preoxidation treatment in 800 °C air for electroplated Cu coated steel prior to depositing Ni layer improves oxidation resistance and significantly decreases Cr outward diffusion after 5 weeks of oxidation. Moreover, the oxide scales formed on both Cu/Ni and CuO/Ni coated steels maintain low area specific resistance (ASR) after 5 weeks of oxidation.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"124 ","pages":"Pages 37-46"},"PeriodicalIF":8.1,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143769244","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}
Pier Paolo Brancaleoni, Andrea Nicolò Damiani Ferretti, Enrico Corti, Vittorio Ravaglioli, Davide Moro
{"title":"Lifecycle CO2 analysis for urban emission reduction of hydrogen-fuelled and battery electric buses in the European Union current and future energetic scenarios","authors":"Pier Paolo Brancaleoni, Andrea Nicolò Damiani Ferretti, Enrico Corti, Vittorio Ravaglioli, Davide Moro","doi":"10.1016/j.ijhydene.2025.03.397","DOIUrl":"10.1016/j.ijhydene.2025.03.397","url":null,"abstract":"<div><div>As the need to reduce Greenhouse Gas (GHG) emissions and dependence on fossil fuels grows, new vehicle concepts are emerging as sustainable solutions for urban mobility. Beyond evaluating tailpipe emissions, indirect emissions associated with energy and hydrogen production, as vehicle manufacturing must be accounted, offering a holistic Lifecycle Assessment (LCA) perspective. This study compares Battery Electric Vehicles (BEVs), Fuel Cell Vehicles (FCVs), Hydrogen Internal Combustion Engine Vehicles (H2ICEVs), and hybrid H2ICEVs, analyzing energy efficiency and GHG emissions in urban environment across the European Union. Future scenarios (2030, 2050) are examined as well, with evolving energy mixes and manufacturing impacts. Findings show BEVs as the most efficient configuration with the lowest GHG emissions in 2024, while FCVs become the best option in future scenarios due to greener hydrogen production and improved manufacturing. This study emphasizes the need for tailored strategies to achieve sustainable urban mobility, providing insights for policymakers and stakeholders.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"123 ","pages":"Pages 335-353"},"PeriodicalIF":8.1,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143768340","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}
Pramoth Varsan Madhavan , Samaneh Shahgaldi , Xianguo Li
{"title":"Long short-term memory time series modelling of pressure valves for hydrogen-powered vehicles and infrastructure","authors":"Pramoth Varsan Madhavan , Samaneh Shahgaldi , Xianguo Li","doi":"10.1016/j.ijhydene.2025.04.028","DOIUrl":"10.1016/j.ijhydene.2025.04.028","url":null,"abstract":"<div><div>Long-term reliability and accuracy of pressure valves are critical for hydrogen infrastructure and applications, particularly in hydrogen-powered vehicles exposed to extreme weather conditions like cold winters and hot summers. This study evaluates such valves using the Endurance Test specified in European Commission Regulation (EU) No 406/2010, fulfilling Regulation (EC) No 79/2009 requirements for hydrogen vehicle type approval. A long short-term memory (LSTM) network accelerates valve development and validation by simulating endurance tests. The LSTM model, with three inputs and one output, predicts valve outlet pressure responses using experimental data collected at 25 °C, 85 °C, and −40 °C, simulating a 20-year lifecycle of 75,000 cycles. At 25 °C, the model achieves optimal performance with 40,000 training cycles and an R<sup>2</sup> of 0.969, with R<sup>2</sup> values exceeding 0.960 across all temperatures. This efficient, robust approach accelerates testing, enabling real-time diagnostics and advancing hydrogen technologies for a sustainable future.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"124 ","pages":"Pages 67-83"},"PeriodicalIF":8.1,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143769300","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}
Xin Tian , Zhuoping Wang , Zhaohuang Cai , Xin Ma , Shuai Wang
{"title":"RuP2/CoP heterointerfaces: A universal pH-independent catalyst for electrolytic hydrogen generation","authors":"Xin Tian , Zhuoping Wang , Zhaohuang Cai , Xin Ma , Shuai Wang","doi":"10.1016/j.ijhydene.2025.03.437","DOIUrl":"10.1016/j.ijhydene.2025.03.437","url":null,"abstract":"<div><div>Transition metal phosphides have become prominent candidates for electrocatalyst applications owing to their distinctive electronic configurations. These materials' ability to facilitate electron transfer, along with their tunable properties and robustness under electrochemical conditions, positions them as potential alternatives to traditional catalysts. However, their catalytic activity is constrained by overly strong hydrogen binding energies on their surfaces and high water dissociation barriers. To tackle this challenge, we utilized a high-temperature phosphorization technique to synthesize a composite material consisting of RuP<sub>2</sub> and CoP on the surface of hollow carbon spheres, resulting in a structure denoted as RuP<sub>2</sub>/CoP@NPC. The integration of RuP<sub>2</sub> and CoP active components at the nanoscale level facilitated efficient charge transfer, which in turn optimized the electronic properties and catalytic performance of the catalyst. The experimental data indicated that the RuP<sub>2</sub>/CoP@NPC catalyst displayed exceptional platinum-like activity and outstanding stability for hydrogen evolution reactions across a broad pH spectrum. Additionally, the mass activity of the catalyst was found to be roughly 6.3 times greater than that of the single-component RuP<sub>2</sub>@NPC, highlighting the substantial improvement in the intrinsic HER activity. This enhancement is attributed to the accumulation of negative charges on the Ru component, which plays a crucial role in boosting the catalyst's performance.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"124 ","pages":"Pages 1-7"},"PeriodicalIF":8.1,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143769329","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}
{"title":"Innovations in seawater electrolysis: From fundamental challenges to practical applications","authors":"Monther Q. Alkoshab , Naznin Shaikh , Mohammad Qamar , Ihsan ulhaq Toor","doi":"10.1016/j.ijhydene.2025.03.272","DOIUrl":"10.1016/j.ijhydene.2025.03.272","url":null,"abstract":"<div><div>Seawater electrolysis presents a promising pathway for sustainable hydrogen production, utilizing an abundant and readily available resource. However, the effectiveness in its adoption is debatable and can be regarded to several challenges. These challenges encompass fundamental issues related to the thermodynamics and kinetics of seawater electrolysis, demanding the development of highly selective, stable, and cost-effective catalysts. Practical challenges including the corrosive nature of seawater, necessitate robust materials for electrolyzer components and mitigating issues like scaling and fouling. Logistic challenges involve the additional costs associated with chlorine gas handling and the need for comprehensive techno-economic analyses to justify investments feasibility in seawater electrolysis infrastructure. Addressing these challenges requires a multifaceted approach, encompassing advancements in catalyst design, membrane technology, and electrolyzer design, as well as the integration of seawater electrolysis with renewable energy sources and other industrial processes such as desalination.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"122 ","pages":"Pages 289-331"},"PeriodicalIF":8.1,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143768392","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}
M.M. Rampai , C.B. Mtshali , E. Nemukula , N.S. Seroka , L. Khotseng
{"title":"Characterization of ZrC-V-Ti-ZrC multilayer hydrogen storage thin films prepared by e-beam evaporator","authors":"M.M. Rampai , C.B. Mtshali , E. Nemukula , N.S. Seroka , L. Khotseng","doi":"10.1016/j.ijhydene.2025.04.004","DOIUrl":"10.1016/j.ijhydene.2025.04.004","url":null,"abstract":"<div><div>In this study, a physical deposition method was used to prepare a ZrC–V–Ti–ZrC multi-layered stack film that was deposited on Ti and borosilicate glass substrates. The hydrogenation was achieved by thermal annealing of samples at temperatures of 200, 300, 400, and 550 °C in a pure hydrogen environment with a flow rate of 100 sccm for 30 min. RBS revealed that the multilayers are thermally stable, showing no sign of intermixing of layers up to 600 °C. It revealed the presence of oxygen in all the layers with a significant amount. ERDA revealed that a significant amount of H was near the surface and dropped towards the bulk of the samples, which is the middle layers (V and Ti layers) location. The probing towards the inner last layer (buried ZrC layer) of the multilayer stack showed an increase in the H amount detected. H amount decreased as the oxygen amount was increased in the layers indicating the negative impact of oxygen in the system, such that the total H amount in the samples with the TiO (1:1) and VO (1:1) was 99.122 at.% at 200 °C while that of Ti<sub>2</sub>O<sub>3</sub> (2:3) and V<sub>2</sub>O<sub>3</sub> (2:3) was 60.016 at.% at 300 °C indicating a significant change. The optimum temperature for the highest H amount observed was found to be between 200 °C and 300 °C. The as-deposited sample only showed the surface H, which is normally due to the atmosphere's hydrocarbons. The Raman spectroscopy results indicated that there was a significant decrease in the intensity of the D and G peaks due to annealing in a hydrogen environment. This suggests that the extent of hydrogen absorption, which occurs predominantly in the temperature range of 200–300 °C, is inversely related to the intensity of the D and G peaks. There was more formation of the sp3 at temperatures between 200 °C and 400 °C in the samples as seen by the decrease in the sp<sup>2</sup>/sp<sup>3</sup> ratio from 0.13 to 0.003. XRD revealed the presence of diffraction phases, i.e., ZrC (111), ZrC (400), V<sub>2</sub>O<sub>5</sub> (001), Ti (100), Ti (101), and Ti (103) in addition to the TiH<sub>2</sub> and the broadening of peaks for the system annealed at 200 °C and 300 °C due the high H amount, which is consistent with ERDA results. These results indicate the suitability of this system in hydrogen storage applications, provided it is optimized by eliminating oxygen contamination.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"124 ","pages":"Pages 18-27"},"PeriodicalIF":8.1,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143769298","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}
Seif Eddine Lakroun , Khalida Boutemak , Ahmed Haddad , Krishnamoorthy Rambabu , Abdul Hai , Tarek Lemaoui , Srinivas Mettu , Fawzi Banat
{"title":"Elevating hydrogen production efficiency in dark fermentation: The role of cobalt-doped magnetite nanoparticles with sugarcane molasses","authors":"Seif Eddine Lakroun , Khalida Boutemak , Ahmed Haddad , Krishnamoorthy Rambabu , Abdul Hai , Tarek Lemaoui , Srinivas Mettu , Fawzi Banat","doi":"10.1016/j.ijhydene.2025.03.353","DOIUrl":"10.1016/j.ijhydene.2025.03.353","url":null,"abstract":"<div><div>This study investigates the enhancement of hydrogen production from sugarcane molasses through dark fermentation using magnetite nanoparticles (Fe<sub>3</sub>O<sub>4</sub> NPs) and cobalt-doped magnetite nanoparticles (Co–Fe<sub>3</sub>O<sub>4</sub> NPs). Hybrid nanoparticles are included to boost hydrogen yield towards the theoretical maximum. Fe<sub>3</sub>O<sub>4</sub> and Co–Fe<sub>3</sub>O<sub>4</sub> NPs are synthesized and characterized via hydrothermal methods. At an optimal dose of 300 mg/L, Co–Fe<sub>3</sub>O<sub>4</sub> NPs increase hydrogen yield by 41.78 % and productivity by 46.13 % compared to the control. Metabolite analysis shows that acetate and butyrate pathways dominate hydrogen evolution. Co–Fe<sub>3</sub>O<sub>4</sub> NPs enhance microbial growth and improve COD removal efficiency, achieving a maximum reduction of 53.30 %. Kinetic modeling with Gompertz and modified Logistic models aligns well with experimental data, indicating reduced lag phases and higher production rates. The results demonstrate that cobalt doping effectively boosts the performance of Fe<sub>3</sub>O<sub>4</sub> NPs, offering a promising approach for maximizing hydrogen yield in biomass-based fermentation systems.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"124 ","pages":"Pages 8-17"},"PeriodicalIF":8.1,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143769330","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}
Abdulwahab Salah , Hong-Da Ren , Nabilah Al-Ansi , Adel Al-Salihy , Fahim A. Qaraah , Samah A. Mahyoub , Qasem A. Drmosh
{"title":"Phosphorus–nitrogen Co-doped 3D RuCo spheres on activated carbon cloth with enhanced electrocatalytic activity for hydrogen and oxygen evolution reactions","authors":"Abdulwahab Salah , Hong-Da Ren , Nabilah Al-Ansi , Adel Al-Salihy , Fahim A. Qaraah , Samah A. Mahyoub , Qasem A. Drmosh","doi":"10.1016/j.ijhydene.2025.03.369","DOIUrl":"10.1016/j.ijhydene.2025.03.369","url":null,"abstract":"<div><div>Developing cost-effective and efficient electrocatalysts for the hydrogen evolution reaction (HER) and oxygen evolution reaction (OER) is crucial for advancing sustainable energy technologies. Herein, we introduce phosphorus-nitrogen (P–N) co-doped RuCo alloy nanospheres supported on 3D carbon cloth (PN–RuCo/CC) as a bifunctional electrocatalyst for HER and <span>OER</span>. The synergistic effects of Ru–Co alloying, P and N co-doping, and the 3D carbon cloth support significantly enhance catalytic efficiency by optimizing the electronic structure, facilitating charge redistribution, and increasing active site exposure. Consequently, PN-RuCo/CC exhibits low overpotentials of 30 mV for HER and 232 mV for OER at 10 mA cm<sup>−2</sup>, along with excellent stability. Furthermore, when employed in a symmetric overall water-splitting (OWS) cell, it achieves 1.61 V at 10 mA cm<sup>−2</sup>, demonstrating superior bifunctional electrocatalytic performance. These findings establish PN-RuCo/CC as a highly efficient and durable bifunctional catalyst, paving the way for its integration into advanced water-splitting and renewable energy systems.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"122 ","pages":"Pages 270-278"},"PeriodicalIF":8.1,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143768393","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}
Jingfa Li , Bo Yu , Dukui Zheng , Yafan Yang , Jia Qiao , Hao Cai , Yanqi Zhang , Xin Jiang
{"title":"Numerical and experimental study on hydrogen permeation law of hydrogen-blended natural gas in urban gas polyethylene pipelines","authors":"Jingfa Li , Bo Yu , Dukui Zheng , Yafan Yang , Jia Qiao , Hao Cai , Yanqi Zhang , Xin Jiang","doi":"10.1016/j.ijhydene.2025.03.395","DOIUrl":"10.1016/j.ijhydene.2025.03.395","url":null,"abstract":"<div><div>Mixing a proportion of hydrogen into existing urban gas pipelines is an important approach to achieve efficient hydrogen transportation and reduce carbon emissions in natural gas industry. However, due to the smaller volume of hydrogen molecule compared to that of methane molecule, hydrogen is more likely to permeate through polyethylene pipelines and leaks to the external environment, causing safety issues. To reveal the hydrogen permeation law of hydrogen-blended natural gas in urban gas polyethylene pipelines, the molecular dynamics simulation is used in this study to explore the influence of hydrogen blending ratio, temperature, and pressure on the hydrogen permeation process. In addition, permeation experiments of hydrogen-blended natural gas are conducted on polyethylene pipelines to validate the accuracy of molecular dynamic simulation. Results show that the higher the hydrogen blending ratio and temperature, the stronger the solution capability of hydrogen molecules in polyethylene pipelines. The diffusion ability of hydrogen molecules is positively correlated with the temperature and pressure, and negatively correlated with the hydrogen blending ratio. Overall, the hydrogen permeability coefficient of hydrogen-blended natural gas in polyethylene pipelines increases with the rise of temperature, pressure, and hydrogen blending ratio. The relationship between the hydrogen solubility coefficient, diffusion coefficient, permeability coefficient of hydrogen-blended natural gas and temperature can be described by the Arrhenius law. Besides, the diffusion path of hydrogen molecules reveals that the diffusion of hydrogen-blended natural gas in polyethylene pipelines conforms to the “skipping” principle. This study can provide beneficial guidance for the anti-permeation of hydrogen-blended natural gas in urban polyethylene pipeline transportation.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"123 ","pages":"Pages 321-334"},"PeriodicalIF":8.1,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143768339","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}