Yuanxing Zhang, Conrado Chiarello, Amadeu K. Sum, Ning Wu
{"title":"Characterization and Application of Surface-Modified Fe3O4 Nanoparticles as Recyclable Dispersants for Gas Hydrate Slurry Transportability","authors":"Yuanxing Zhang, Conrado Chiarello, Amadeu K. Sum, Ning Wu","doi":"10.1021/acs.iecr.4c03486","DOIUrl":"https://doi.org/10.1021/acs.iecr.4c03486","url":null,"abstract":"Gas hydrate formation and accumulation in flowlines pose significant challenges to oil and gas production. To mitigate these issues, low-dosage hydrate inhibitors, such as antiagglomerants, are used to maintain hydrate particles in a slurry form and prevent their agglomeration. Recently, functional nanoparticles have emerged as a promising alternative dispersant. These nanoparticles can assemble at the oil–water interface, creating a physical barrier that prevents the agglomeration of hydrate particles. Unlike traditional molecular additives, nanoparticles offer several advantages: they are environmentally friendly, conveniently recyclable, and potentially cost-effective. In this study, 50 nm commercial Fe<sub>3</sub>O<sub>4</sub> nanoparticles were modified with silane to tune their hydrophobicity and tested as particulate hydrate slurry dispersants in the rock-flow cell, an apparatus that can evaluate flow risk under controlled shear, temperature, and pressure conditions. The performance of the nanoparticles with different hydrophobicities and dosages was directly correlated with the morphology of hydrate distribution at steady state. A hydrate slurry phase map was used to assess the performance of the nanoparticles in mitigating hydrate agglomeration. Additionally, the reusability of the nanoparticles was also tested by recycling them with a magnet and repeating the same experiment to evaluate their performance postrecycling. This study demonstrates the potential of functional Fe<sub>3</sub>O<sub>4</sub> nanoparticles as effective dispersants for enhancing gas hydrate transportability in slurry form and the associated benefit with their reusability.","PeriodicalId":39,"journal":{"name":"Industrial & Engineering Chemistry Research","volume":"13 1","pages":""},"PeriodicalIF":4.2,"publicationDate":"2024-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142816395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Qiaomu Zhang, Junfeng Ma, Binhong Jiang, Haomiao Yang
{"title":"Amino-Functionalized Activated Carbon/Graphene Aerogel with Broad-Spectrum Adsorption/Absorption for Organic Contaminants","authors":"Qiaomu Zhang, Junfeng Ma, Binhong Jiang, Haomiao Yang","doi":"10.1021/acs.iecr.4c02184","DOIUrl":"https://doi.org/10.1021/acs.iecr.4c02184","url":null,"abstract":"Environmentally friendly carbon-based aerogels have been regarded as effective adsorbents and/or absorbents for the removal of water-soluble contaminants and the extraction of leaking organic solvents. A practical and facile method was proposed for preparing amino-functionalized activated carbon/graphene aerogels (KAC-GA@N) with a highly porous structure and good hydrophilicity, wherein microbubble technology, a one-step freezing process (−18 °C for 6 h), two-step hydrothermal reduction (85 and 120 °C), and amino-functionalization (in ammonium citrate solution (60 mg/mL)) were employed. Our preparation strategy provided it with extraordinary chemical and mechanical stability. It can be used as an excellent adsorbent for the removal of different organic pollutants. Moreover, KAC-GA@N had a better affinity toward cationic dye (methylene blue, MB) than anionic dye (methyl orange, MO) (183.73 mg/g vs 88.31 mg/g at equilibrium), showing a good capability of selectively separating ionic dyes. Its batch adsorption process could be well described by the pseudo-second-order kinetic model and the Langmuir isotherm model. The fixed-bed dynamical adsorption–desorption cycle experiments proved the excellent practical application potential (about 88.2% MB and 39.7% MO were separately trapped for the first filtration) and good reusability of KAC-GA@N. A possible adsorption mechanism was proposed and discussed in detail. KAC-GA@N had a higher absorption capacity and rate toward various organic solvents. The KAC-GA@N aerogel efficiently addresses the recycling issue of powdery activated carbon particles and shows strong potential for practical use in the water treatment of organic pollutants.","PeriodicalId":39,"journal":{"name":"Industrial & Engineering Chemistry Research","volume":"21 1","pages":""},"PeriodicalIF":4.2,"publicationDate":"2024-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142816393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhongshun Sun, Gen Liu, Xiantan Yang, Bo Zhang, Rongjiang Zhang, Chunyu Cheng, Bolun Yang, Zhiqiang Wu
{"title":"Green Hydrogen Production by Chemical Looping Reforming of Wheat Straw Pyrolysis Volatiles via LaNixFe1–xO3@SBA-15","authors":"Zhongshun Sun, Gen Liu, Xiantan Yang, Bo Zhang, Rongjiang Zhang, Chunyu Cheng, Bolun Yang, Zhiqiang Wu","doi":"10.1021/acs.iecr.4c03403","DOIUrl":"https://doi.org/10.1021/acs.iecr.4c03403","url":null,"abstract":"Using zero-carbon resource biomass with wide sources and abundant reserves as raw materials is of great significance for the sustainable development of energy and the environment to produce hydrogen with green and low carbon. In this study, a LaNi<sub><i>x</i></sub>Fe<sub>1–<i>x</i></sub>O<sub>3</sub>@SBA-15 perovskite oxygen carrier with strong oxygen storage capacity and controllable lattice transport was prepared, which was used in the chemical looping reforming process of total components of wheat straw pyrolysis volatiles, and it is expected to realize the efficient production of green hydrogen. With volatile conversion, syngas selectivity, and H<sub>2</sub>/CO as responses, orthogonal experiments were designed and carried out based on the multifactor response surface analysis method to analyze the interaction between factors. The results showed that Ni doping reduced the metal–oxygen bond’s binding energy and improved lattice oxygen’s mobility. LaNi<sub>0.8</sub>Fe<sub>0.2</sub>O<sub>3</sub>@S was considered the best oxygen carrier, whose volatile conversion and syngas selectivity were 98.0 and 84.5% and the output of H<sub>2</sub> and syngas was 544.9 and 880.2 mL·g<sup>–1</sup>, respectively. Multifactor response surface analysis showed that temperature was the key factor of volatile chemical looping reforming, and there was a strong interaction between the amount of oxygen carriers and space velocity. The optimum reaction conditions were 765 °C, 150 mL·min<sup>–1</sup>·g<sup>–1</sup>, and 0.82 g of oxygen carriers. The experimental verification showed that the volatile conversion rate was 98.0%, and the predicted value was 98.7%, and the predicted value was basically consistent with the experimental value. Ten cycles showed that LaNi<sub>0.8</sub>Fe<sub>0.2</sub>O<sub>3</sub>@S had excellent reforming performance, the volatile conversion rate had good stability with a maximum fluctuation of less than 2%, the selectivity of syngas remained around 84%, and the CH<sub>4</sub> content remained within 2%. This study provided a certain experimental basis for the preparation of green hydrogen by chemical looping reforming of biomass pyrolysis volatiles.","PeriodicalId":39,"journal":{"name":"Industrial & Engineering Chemistry Research","volume":"12 1","pages":""},"PeriodicalIF":4.2,"publicationDate":"2024-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142816394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wei-Yao Yang, Hong-Da Zhang, Jin-Yan Hu, Zhi-Ping Zhao, Le Sang
{"title":"Intensified Synthesis of Levulinic Acid from Fructose over Solid Acid Catalysts in Micropacked Bed Reactors","authors":"Wei-Yao Yang, Hong-Da Zhang, Jin-Yan Hu, Zhi-Ping Zhao, Le Sang","doi":"10.1021/acs.iecr.4c03792","DOIUrl":"https://doi.org/10.1021/acs.iecr.4c03792","url":null,"abstract":"The efficient production of levulinic acid (LA) from biomass fructose was achieved in micropacked bed reactors (μPBRs) over HND-580. Based on the residence time distribution (RTD) experiment, it was determined that the flow behavior of the single liquid phase flow in μPBRs was close to plug flow with the dimensionless axial dispersion number of 0.0083–0.0352. The mean residence time is 31.4–968.3 s under the experimental range; 98.2% fructose conversion and 74.9% LA yield were obtained within 454.2 s at 150 °C, 0.1 mL/min, and 2.0 MPa. Under the same conditions, 100% conversion and 98.3% LA yield were obtained by selecting HMF as substrate. The space-time yield (STY) of LA in μPBRs was 1–2 orders of magnitude larger than that of conventional batch reactors. Also, a kinetic model was established to predict the fructose conversion rate and LA yield, and the fitting degree with the experimental value was 0.978.","PeriodicalId":39,"journal":{"name":"Industrial & Engineering Chemistry Research","volume":"239 1","pages":""},"PeriodicalIF":4.2,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142809897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Engineering a Mesoporous Pt/Ce-ZSM-5 Catalyst by a Confined Encapsulation Strategy for Low-Temperature Catalytic Combustion of Toluene","authors":"Lei Wang, Fang Dong, Weiliang Han, Zhicheng Tang","doi":"10.1021/acs.iecr.4c03479","DOIUrl":"https://doi.org/10.1021/acs.iecr.4c03479","url":null,"abstract":"Zeolites with molecular-sized pores and organized distributions have been proven to be excellent catalytic carriers, particularly ZSM-5, which is widely used in catalyst design due to its high activity in aromatic hydrocarbon conversion. In this study, we innovatively introduced rare earth Ce species into the mesoporous zeolite ZSM-5 system through in situ synthesis and then encapsulated Pt species onto the mesoporous Ce-ZSM-5, resulting in a novel Pt/Ce-ZSM-5 catalyst with a “rare earth-zeolite-precious metal” synergistic effect. The design philosophy of this catalyst is to enhance the interaction between Ce and the zeolite carrier and to improve the dispersion of Pt nanoparticles, thereby elevating the acidity, active oxygen content, and overall catalytic performance of the catalyst. Experimental results show that when the doping amount of Ce is 10 wt % and the loading amount of Pt is 0.8 wt %, the Pt/Ce-ZSM-5 catalyst exhibits excellent catalytic activity and stability in the catalytic combustion of toluene. Through systematic characterizations, we revealed the synergistic mechanism among the mesoporous structure of the carrier, Ce species, and Pt species, which not only enhanced the chemical activity on the catalyst surface but also effectively regulated the distribution of Pt species, thus improving the catalytic efficiency. This research not only provides a new theoretical framework for the design of efficient Pt-based catalysts but also deepens our understanding of the mechanism by which rare-earth-element-doped zeolites modulate the performance of precious metal catalysts.","PeriodicalId":39,"journal":{"name":"Industrial & Engineering Chemistry Research","volume":"4 1","pages":""},"PeriodicalIF":4.2,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142810011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"High-Performance Hollow Spherical Mo5Ni1–AlO(OH) Catalyst for Efficient Olefin Epoxidation","authors":"Xiaolong Li, Fangjun Shao, Zhanpeng Xu, Jikang Jian, Guohuan Gu, Xing Zhong, Shidai Zhao, Jianguo Wang","doi":"10.1021/acs.iecr.4c03683","DOIUrl":"https://doi.org/10.1021/acs.iecr.4c03683","url":null,"abstract":"Epoxidation reactions play a crucial role in the chemical industry; however, developing efficient and stable heterogeneous catalysts for olefin epoxidation remains a significant challenge. In this study, hollow spherical Mo<sub>5</sub>Ni<sub>1</sub>–AlO(OH) composites were successfully synthesized via a hydrothermal method. A series of characterizations confirmed that the incorporation of nickel modulates the electronic structure of molybdenum, thereby enhancing the catalytic performance. Under the conditions using <i>tert</i>-butyl hydroperoxide as the oxidant, the Mo<sub>5</sub>Ni<sub>1</sub>–AlO(OH) catalyst achieved a 99% conversion rate of cyclohexene and 99% selectivity for epoxide after 3 h of reaction at 343 K. Additionally, the catalyst could be easily recovered by simple filtration and reused up to 10 times without significant loss of catalytic activity. The catalyst also demonstrated excellent performance in the epoxidation of other olefins, such as 1-octene and 1-decene. This study provides new insights into the development of high-performance heterogeneous catalysts, highlighting their significant potential for industrial applications.","PeriodicalId":39,"journal":{"name":"Industrial & Engineering Chemistry Research","volume":"13 1","pages":""},"PeriodicalIF":4.2,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142809896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Boosting the Performance of Electrochemical CO2 Reduction to HCOOH through the Interaction of Pyridinic Nitrogen with Sn","authors":"Zhihao Feng, Weishuai Tian, Yaheng Wang, Jiangyi Guo, Jiayu Zhan, Fengshou Yu, Lu-Hua Zhang","doi":"10.1021/acs.iecr.4c03149","DOIUrl":"https://doi.org/10.1021/acs.iecr.4c03149","url":null,"abstract":"The development of efficient and stable catalysts for electrochemical CO<sub>2</sub> reduction (CO<sub>2</sub>RR) to formic acid (HCOOH) is of great practical significance for balancing energy and environmental issues. SnO<sub>2</sub> shows potential application of the CO<sub>2</sub>RR to HCOOH, while its low current carrier density and inappropriate adsorption energy for crucial intermediates limit its performance in terms of activity and selectivity. In this study, phthalocyanine (Pc) and tetraphenyl porphyrin (TPP) were loaded onto SnO<sub>2</sub> nanosheets forming composite materials with different types of N (SnO<sub>2</sub>/Pc and SnO<sub>2</sub>/TPP), respectively. In Pc, both pyridinic N and pyrrolic N are present, while only pyrrolic N is present for TPP. XPS analysis reveals that the obvious electronic interaction happened between the pyridinic N and Sn, regulating the electronic states of Sn sites. As a result, SnO<sub>2</sub>/Pc composites can selectively convert CO<sub>2</sub> to HCOOH with a Faraday efficiency up to 90.25% and partial current density up to 16.15 mA cm<sup>–2</sup> at −1.3 V vs RHE, higher than SnO<sub>2</sub>/TPP and SnO<sub>2</sub>. Density functional theory (DFT) calculations further prove that the superior catalytic performance of SnO<sub>2</sub>/Pc comes from its moderate adsorption energy for *OCHO and *HCOOH, which is beneficial for *HCOOH desorption.","PeriodicalId":39,"journal":{"name":"Industrial & Engineering Chemistry Research","volume":"38 1","pages":""},"PeriodicalIF":4.2,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142804925","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Martin P. Andersson, Nuradeen M. Hassan, Nayef M. Alsaifi
{"title":"Prediction of Surface Tension Using COSMO-RS","authors":"Martin P. Andersson, Nuradeen M. Hassan, Nayef M. Alsaifi","doi":"10.1021/acs.iecr.4c02355","DOIUrl":"https://doi.org/10.1021/acs.iecr.4c02355","url":null,"abstract":"We developed a method for predicting surface tension using COSMO-RS. It is based on an empirical correction to the COSMO-RS-based method for predicting liquid–liquid interfacial tension. The method developed here allows for the predictions of surface tension and interfacial tension of gas–liquid systems from low to high pressures and gives good agreement with experiments for the surface tension of more than 50 single component liquids and 12 binary mixtures, including three surfactant solutions (one cationic, one anionic, and one nonionic). The mean absolute deviation for the single component surface tension predictions was <4 mN/m, and the average relative deviation was 11%. The maximum deviations were about −9 and +9 mN/m, which correspond to a maximum relative deviation of 28%. The temperature dependence of surface tension for several polar and nonpolar compounds was also well reproduced as was the general behavior of surfactants.","PeriodicalId":39,"journal":{"name":"Industrial & Engineering Chemistry Research","volume":"14 1","pages":""},"PeriodicalIF":4.2,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142810009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amit Singh, Chandrajit Balomajumder, Hari Prakash Veluswamy
{"title":"Effect of a Combination of Amino Acids on the Kinetics and Separation of a Biogas Mixture through Gas Hydrate Technology","authors":"Amit Singh, Chandrajit Balomajumder, Hari Prakash Veluswamy","doi":"10.1021/acs.iecr.4c03607","DOIUrl":"https://doi.org/10.1021/acs.iecr.4c03607","url":null,"abstract":"Hydrate-based gas separation has the potential to capture and separate CO<sub>2</sub> in biogas in order to enrich its calorific value. Authors’ previous work examined the individual effects of hydrophobic and hydrophilic amino acids on the hydrate formation kinetics by employing biogas. The present study examines the kinetics of hydrate formation by employing a CH<sub>4</sub>(50%)/CO<sub>2</sub>(50%) gas mixture using the combination of two categories of amino acids at varying concentration ratios. Such a combination effect of different amino acids on the hydrate formation kinetics has not been examined before. In this article, kinetic parameters such as CO<sub>2</sub> recovery, separation factor, gas uptake, <i>t</i><sub>90</sub>, residual, and hydrate gas composition have been calculated and presented along with morphological observations during hydrate formation. Different combinations of hydrophobic (<span>l</span>-methionine, <span>l</span>-tryptophan) and hydrophilic amino acids (<span>l</span>-arginine, <span>l</span>-histidine) have been used at the experimental conditions of 274.2 K and 6.0 MPa in different concentration ratios. The highest recovery of CO<sub>2</sub> of 42% was achieved using 0.1 wt % <span>l</span>-tryptophan and 0.1 wt % <span>l</span>-histidine in 1:1 concentration ratio, while the highest gas uptake of 133 ± 1.6 mmol/mol was achieved using 0.1 wt % <span>l</span>-tryptophan and 0.3 wt % <span>l</span>-histidine (1:3 concentration ratio). The hydrate dissociation kinetics was also examined along with morphological observations in the study.","PeriodicalId":39,"journal":{"name":"Industrial & Engineering Chemistry Research","volume":"9 1","pages":""},"PeriodicalIF":4.2,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142809895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yujie Zhang, Ning Cai, Yuehan Wang, Hang Wang, Juanqin Xue
{"title":"High Performance of PPy/C-HCPs Composite Electrodes for Removing Low-Concentration Cu2+ Prepared by Electrospinning and Electropolymerization Costep Method","authors":"Yujie Zhang, Ning Cai, Yuehan Wang, Hang Wang, Juanqin Xue","doi":"10.1021/acs.iecr.4c02262","DOIUrl":"https://doi.org/10.1021/acs.iecr.4c02262","url":null,"abstract":"Capacitive deionization (CDI) technology holds immense promise for the effective removal of copper ions from solution medium. However, the widespread application of CDI is hindered by limitations arising from the electrode formation process, which impacts the electrode’s mass transfer and adsorption performance. In pursuit of refining the electrode formation process, this study employs a one-step simultaneous electrospinning and electropolymerization method to fabricate PPy/C-HCPs composite electrodes. The results indicate that the fabricated PPy/C-HCPs composite electrode possesses a high specific surface area of 458.98 m<sup>2</sup>/g, which is 1.83 times that of the electrode prepared using the traditional electrodeposition method (251.26 m<sup>2</sup>/g). Furthermore, the maximum adsorption capacity for Cu<sup>2+</sup> reaches 82.83 mg/g, marking a 2.19-fold enhancement compared to electrodes prepared through the same electrodeposition process (37.81 mg/g). Moreover, even after 1000 repetitive scans, the electrode exhibits exceptional cyclic stability, with only a marginal 1.42% decrease in specific capacitance. This study introduces a streamlined process for the preparation of high-performance electrode materials, providing a foundation for the shaping applications of polypyrrole composite electrode. Additionally, it presents a distinctive approach for the preparation of electrodes for CDI and supercapacitors, offering a unique perspective in the field.","PeriodicalId":39,"journal":{"name":"Industrial & Engineering Chemistry Research","volume":"5 1","pages":""},"PeriodicalIF":4.2,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142804926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}