Adsorption最新文献

{"title":"Chlormethine drug adsorption on the zinc oxide nanotube surface for drug delivery system","authors":"Mohamed J. Saadh,&nbsp;Mohammed Ahmed Mustafa,&nbsp;Shahad Mohammed Dhiaa,&nbsp;Subhash Chandra,&nbsp;Ayat Hussein Adhab,&nbsp;Maher Kamal,&nbsp;Eftikhaar Hasan Kadhum,&nbsp;Batool Ali Ahmed,&nbsp;Mounir M. Bekhit","doi":"10.1007/s10450-025-00594-8","DOIUrl":"10.1007/s10450-025-00594-8","url":null,"abstract":"<div><p>Zinc oxide nanotubes (ZnONTs) are a promising option for various drug delivery systems due to their non-cytotoxic and chemically stable properties. This study investigates the drug delivery capabilities and adsorption properties of ZnONTs as a delivery vehicle for the anti-cancer drug chlormethine (CM) using density functional theory (DFT) and considering solvent effects. The results indicate that the Zn atoms on the ZnONT surface are the most favorable sites for CM adsorption. The Cl atom in the chlormethine (CM) drug binds strongly to the pyramidal site of the zinc oxide nanotube (ZnONT), resulting in favorable physical adsorption. In this configuration, the Cl atom of CM interacts with a Zn atom of the ZnONT at a distance of 2.090 Å, with an adsorption energy of -20.45 kcal/mol. To explore attributes of drug-nanotube complex in the excited state, UV-vis data of interaction of CM/ZnONT system has been investigated. The maximum absorption wavelength of the drug shows a significant shift towards the red end of the spectrum when it is adsorbed on the surface of the nanotube. This suggests that the nanotube could also be used as an optical sensor to detect and monitor the presence of the drug molecule. In low pH, mechanism of drug release reveals CM can be released in cancer tissues. This research presents precise mechanism of CM interaction with ZnONT and shows that ZnONT is proper option as delivery vehicle for CM.</p></div>","PeriodicalId":458,"journal":{"name":"Adsorption","volume":"31 3","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143471853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Electrospun Pineapple Leaf Fiber/MIL-101(Fe)-NH₂-Cyclodextrin nanofibrous membranes for enhanced and selective removal of contaminants from Wastewater","authors":"Timoth Mkilima,&nbsp;Gulnur Saspugayeva,&nbsp;Gulzhan Kaliyeva,&nbsp;Indira Samatova,&nbsp;Bibigul Rakhimova,&nbsp;Gulkhan Tuleuova,&nbsp;Akku Tauyekel,&nbsp;Yelena Batyayeva,&nbsp;Rosa Karibzhanova,&nbsp;Salima Cherkeshova","doi":"10.1007/s10450-025-00609-4","DOIUrl":"10.1007/s10450-025-00609-4","url":null,"abstract":"<div><p>Pharmaceutical contamination of wastewater poses a significant threat to aquatic ecosystems and human health. Traditional wastewater treatment methods often struggle to effectively remove these emerging contaminants. This study investigated the potential of MIL-101(Fe)-NH₂-Cyclodextrin nanofibers as a novel adsorbent for removing pharmaceutical contaminants from wastewater. The performance of this material was compared to traditional Electrospun Pineapple Leaf Fiber, an alternative bio-based adsorbent. MIL-101(Fe)-NH₂-Cyclodextrin nanofibers exhibited significantly enhanced adsorption capacity and kinetics compared to Pineapple Leaf Fiber. For example, at an initial concentration of 100 mg/L and pH 7, MIL-101(Fe)-NH₂-Cyclodextrin nanofibers achieved a removal efficiency of 96 ± 2% for Ciprofloxacin, while Pineapple Leaf Fiber only achieved 65 ± 3.5%. This superior performance is attributed to the material’s high BET surface area (1220 m²/g) and broad pore size distribution, providing a vast surface area for contaminant adsorption and an intricate network for trapping contaminants as well as cyclodextrin-functionalized active sites, which enhance host-guest interactions and hydrogen bonding. Furthermore, MIL-101(Fe)-NH₂-Cyclodextrin exhibited faster adsorption kinetics, achieving equilibrium within 60 min for Ciprofloxacin, compared to 120 min for Pineapple Leaf Fiber. These findings suggest that MIL-101(Fe)-NH₂-Cyclodextrin nanofibers offer a promising alternative to traditional adsorbents for removing pharmaceutical contaminants from wastewater. Its high removal efficiency, fast kinetics, and potential for reusability make it a valuable tool for addressing the increasing issue of pharmaceutical pollution in aquatic environments. Further research is needed to optimize its performance and assess its feasibility for real-world applications, but this study offers a compelling roadmap for developing innovative and effective solutions for safeguarding our water resources.</p></div>","PeriodicalId":458,"journal":{"name":"Adsorption","volume":"31 3","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143471855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Application of photocatalytic hydrogels used for the degradation of dyes, pharmaceuticals and other contaminants in water","authors":"Luis Hernandez Monroy,&nbsp;Jason Robert Tavares,&nbsp;Marie-Josée Dumont","doi":"10.1007/s10450-025-00602-x","DOIUrl":"10.1007/s10450-025-00602-x","url":null,"abstract":"<div><p> Various types of pollutants, including dyes, pharmaceuticals, heavy metals, and other contaminants, pose significant risks for aquatic species and humans. Photocatalytic hydrogels (PCHs), which synergistically combine adsorption and photocatalysis, offer a promising solution by combining the adsorption and photodegradation of these contaminants under UV or visible light. Photocatalysts such as TiO₂, ZnO, Ag, Bi, and non-metallic catalysts can be incorporated into diverse hydrogel matrices, providing flexibility for designing PCHs tailored to specific applications. This review explores the synthesis, properties, and performance of various PCHs, with a focus on their ability to adsorb and/or degrade contaminants such as dyes (e.g., methylene blue, methyl orange, rhodamine B), pharmaceuticals (e.g., tetracycline, ciprofloxacin, 17 estradiol), biological contaminants (e.g., algal blooms), and heavy metals (e.g., Cr (VI)). Additionally, the recyclability of PCHs is addressed. PCHs represent a versatile and eco-friendly approach to advancing water remediation technologies.</p></div>","PeriodicalId":458,"journal":{"name":"Adsorption","volume":"31 3","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143465948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Harnessing durian seed and shell waste-derived activated carbon for effective aqueous phenol removal","authors":"Pilasinee Limsuwan,&nbsp;Jutharat Pongpai,&nbsp;Doungporn Yiamsawas,&nbsp;Wiwut Tanthapanichakoon,&nbsp;Kreangkrai Maneeintr,&nbsp;Jirawat Trakulmututa,&nbsp;Assadawoot Srikhaow,&nbsp;Siwaporn Meejoo Smith,&nbsp;Keiko Sasaki,&nbsp;Chitiphon Chuaicham","doi":"10.1007/s10450-025-00606-7","DOIUrl":"10.1007/s10450-025-00606-7","url":null,"abstract":"<div><p>This work aimed to synthesize and characterize activated carbon derived from durian wastes, a substantial agricultural by-product in Thailand, with a focus on its efficacy in aqueous phenol removal. The activated carbon derived from durian seed (AC-DSE) and activated carbon derived from durian shell (AC-DSH) was prepared using phosphoric acid (H₃PO₄) as the activating agent, subsequently, carbonization occurred under a nitrogen atmosphere. The synthesized samples underwent comprehensive characterization. In phenol removal, the adsorption performance of the AC-DSE was notable, achieving a phenol removal efficiency of around 90% within 180 min, employing 0.1 g of AC-DSE for 20 ml of aqueous phenol solution (initial concentration: 10 mg/l). Compared with AC-DSH and a commercial activated carbon, the obtained AC-DSE exhibited the highest phenol removal due to high specific surface area of 2,054 m²/g, with an average pore size of 3.85 nm, micro, and mesopore volumes of 1.43 and 2.27 cm³/g, respectively. Moreover, the adsorption behaviour followed to the Langmuir model, while the experimental data closely aligned with the pseudo-second-order kinetic model. These findings emphasize the potential of activated carbon derived from durian waste as a sustainable adsorbent for organic removal from wastewater.</p></div>","PeriodicalId":458,"journal":{"name":"Adsorption","volume":"31 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143373201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Advances in ammonia (NH3) adsorption and storage: materials, mechanisms, and applications","authors":"Yang He,&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;Kaiyou Shu,&nbsp;Hongtao Dang,&nbsp;Tiankui Zhu,&nbsp;Zhen Huang","doi":"10.1007/s10450-025-00601-y","DOIUrl":"10.1007/s10450-025-00601-y","url":null,"abstract":"<div><p>Ammonia (NH₃), a noxious gas, not merely poses a threat to human beings but also serves as a significant hydrogen carrier. The matter related to its emission is naturally highly deserving of people’s meticulous attention and in-depth research. Taking into account the substantial harm that ammonia inflicts upon the environment and the human body, the storage of ammonia is indisputably an inevitable aspect in the course of green development. Simultaneously, ammonia finds extensive applications and serves as an indispensable raw material for numerous fertilizers, food, explosives, and even medicines. When employed as a fuel, ammonia boasts numerous advantages, rendering it a widely utilized and highly promising gas. Therefore, the storage of ammonia is extremely worthy of profound exploration. Currently, the principal ammonia treatment technologies comprise adsorption, absorption, catalytic conversion, biological treatment, and plasma treatment. The research and development of adsorption materials constitutes the crucial link in ammonia gas adsorption, and the storage materials for ammonia are also highly diverse. This paper integrates a considerable number of various literatures and experiments from multiple perspectives to furnish a comprehensive summary of the current research and achievements in ammonia adsorption and desorption. The materials involved mainly consist of some metal chlorides, metal oxides, zeolites, and MOF materials. Metal chlorides are highly prone to forming amide complexes with ammonia. Metal oxides are a type of compounds composed of metal elements and oxygen elements, which are typically highly stable in nature and have wide-ranging applications in various fields. Research on the utilization of metal oxides as ammonia adsorbents has consistently been a focus for scholars in different countries. The microporous structure of zeolite is extremely well-developed, which results in an exceptionally high specific surface area. This high specific surface area provides a considerable amount of contact space for molecules, thereby significantly enhancing the adsorption efficiency of the adsorbent.</p><h3>Graphical abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":458,"journal":{"name":"Adsorption","volume":"31 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143373206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Experimental demonstration of humid post-combustion CO2 capture by vacuum swing adsorption using CALF-20","authors":"Tai T. T. Nguyen,&nbsp;George K. H. Shimizu,&nbsp;Arvind Rajendran","doi":"10.1007/s10450-025-00600-z","DOIUrl":"10.1007/s10450-025-00600-z","url":null,"abstract":"<div><p>Calgary Framework 20 (CALF-20) is a metal-organic framework deployed for industrial post-combustion CO₂ capture. This work explores capturing CO₂ from a humid stream using CALF-20. A four-step vacuum swing adsorption (VSA) cycle incorporating a light product pressurization step was examined. Two columns packed with structured CALF-20 were used to perform VSA experiments over a wide range of relative humidity (RH) values (13%, 25%, 45% and 70% RH). Key process performance indicators, purity, recovery and productivity were measured and compared with the dry case basis. At low to intermediate relative humidity (13-45% RH), the difference between the dry and the wet VSA cycle was minimal. The purity and recovery were approximately 95% and 71% in Case Study 1, and 92% and 81% in Case Study 2, respectively. The temperature and composition histories were similar to the dry. At high relative humidity (70% RH), while CALF-20 could still achieve similar purity, recovery and productivity, reaching low pressure during the evacuation step was difficult due to the water condensation. Each experiment was run for several days (hundreds of cycles) to confirm the long-term stability of the material. CALF-20 also showed good cyclic durability; minimal loss in the CO₂ capacity from the used CALF-20 sample (~ 10,000 cycles) was observed.</p></div>","PeriodicalId":458,"journal":{"name":"Adsorption","volume":"31 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143373202","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Biogenic nanoparticle based adsorption for chromium contaminated wastewater treatment","authors":"S. K. Nath,&nbsp;R. R. Dash,&nbsp;G. Nath","doi":"10.1007/s10450-025-00603-w","DOIUrl":"10.1007/s10450-025-00603-w","url":null,"abstract":"<div><p>The discharge of chromium-contaminated wastewater from industries such as ferrochrome plants and leather manufacturing poses a significant environmental challenge due to the toxic and carcinogenic properties of Chromium [Cr(VI)]. Nanoparticles have emerged as one of the most effective solutions for wastewater treatment due to their high surface area, enhanced reactivity, and ability to target specific contaminants. In recent years, their eco-friendly synthesis, scalability, and efficiency in removing heavy metals and other pollutants have made them vital in addressing environmental challenges, particularly in industrial wastewater management. Their unique properties make them indispensable in modern wastewater treatment technologies. This study explores the application of biogenically synthesized titanium dioxide (TiO₂) for removal of Cr(VI) from synthetic wastewater. Lemon grass leaf extracts has been used as potential precursor in synthesis of TiO₂ nanoparticles from readily available micro size particles of TiO₂ powder. The process was further enhanced by ultrasonic assistance, which promoted the formation of uniformly dispersed nanoparticles with high surface area, improving their adsorption. Experimental techniques, such as X-ray Diffraction, have been utilized to confirm the biogenic synthesis of TiO₂ nanoparticles, demonstrating a size reduction from 10 μm to 35.79 nm. The nanoparticles demonstrated excellent Cr(VI) removal efficiency, achieving 84.55% reduction under optimal conditions. Among the various adsorption isotherm models, the Freundlich model proved to be the best fit, with an R² value exceeding 0.997. This method not only leverages sustainable synthesis processes but also offers potential scalability for industrial applications in waste water treatment.</p></div>","PeriodicalId":458,"journal":{"name":"Adsorption","volume":"31 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143373203","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Synthesis of novel Chitosan-Tannic acid adsorbent for removal of Aluminum (III) from wastewater: characterisation, kinetics, equilibrium isotherms and thermodynamic studies","authors":"Hari Mohan Meena,&nbsp;Shrikant Kukreti,&nbsp;P. S. Jassal","doi":"10.1007/s10450-025-00604-9","DOIUrl":"10.1007/s10450-025-00604-9","url":null,"abstract":"<div><p>This study efficiently removed aluminum from commercial wastewater by using different doses of the novel chitosan-tannic acid (CT1, CT3, and CT6) bio-materials adsorbent. The Al³⁺ ions were determined using 797 VA anodic linear sweep voltammetry Computrace. The research examined the adsorption kinetics, adsorption isotherms, and the effect of the solution flow rate. The Freundlich isotherms precisely represented the adsorption results, with a maximum adsorption capacity of adsorbent was 684.93 mg/g. The experimental results showed that the adsorption of aluminum was maximum when solution concentrations were up to 200 mg/L. The findings indicated that the chitosan-tannic acid biomaterials primarily followed a complexation-adsorption method, exhibiting maximum adsorption capacity at pH 6.5. The study investigated the BET adsorption–desorption isotherm and evaluated the adsorption efficacy of adsorbents. Consequently, this novel, sustainable chitosan-tannic acid complex might be a successful bio-adsorbent for removing aluminum metal ions from wastewater solutions.</p></div>","PeriodicalId":458,"journal":{"name":"Adsorption","volume":"31 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143373204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Tailoring mesoporous ferrocene-modified activated carbon for phenol removal in wastewater","authors":"Khathutshelo C. Mqehe-Nedzivhe,&nbsp;Babatope O. Ojo,&nbsp;Nonhlangabezo Mabuba","doi":"10.1007/s10450-024-00591-3","DOIUrl":"10.1007/s10450-024-00591-3","url":null,"abstract":"<div><p>This study investigates the adsorption capacity (q_max) of synthesized ferrocene-modified activated carbon (AC-H₃PO₄/Fe₇S₈) for the removal of phenol in wastewater. The structural and morphological features of the synthesized composite were determined using FTIR, BET, XRD, and SEM. With an average pore size of 59.127 nm, AC-H₃PO₄/Fe₇S₈ composite achieved 98% removal efficiency of phenol at optimal conditions comprising adsorbent dosage of 0.3 g, contact time of 120 min, pH of 4, and concentration of 50 mg/L. The Freundlich isotherm model displayed R² values of 0.9965 and 0.9955, while the evaluated maximum adsorption capacities were 9.15 and 13.32 mg/g for AC-H₃PO₄ and AC-H₃PO₄/Fe₇S₈ respectively. The adsorption kinetics was also fitted into a Pseudo second-order kinetic model with a rate constant of 0.10462 min⁻¹ at optimal conditions. The thermodynamics parameters suggested that the reaction was spontaneous and endothermic with increased randomness. The findings describe the synthesized AC-H₃PO₄/Fe₇S₈ composite as a promising adsorbent for the removal of phenol wastewater treatment.</p></div>","PeriodicalId":458,"journal":{"name":"Adsorption","volume":"31 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10450-024-00591-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143373205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Innovative adsorbent for sulphur dioxide: synergy of activated carbon, polyionic liquids, and chitosan","authors":"Abdul Wahab,&nbsp;Amjad Farooq,&nbsp;Faisal Faiz,&nbsp;Ali shan,&nbsp;Mehwish Tahir,&nbsp;Mashkoor Ahmad,&nbsp;Rokayya Sami,&nbsp;Jianghua Wu,&nbsp;Yasir Faiz","doi":"10.1007/s10450-025-00605-8","DOIUrl":"10.1007/s10450-025-00605-8","url":null,"abstract":"<div><p>In response to the growing threat of pollution and its adverse effects on human health, a novel and innovative method for preparing SO₂ adsorbents has been developed. The present study introduces a unique approach that combines activated carbon (AC), chitosan (CS), and polyionic liquids (PILs) to create highly effective composite adsorbents. Incorporating 4%, 7%, and 10% by weight of butyl and octyl PILs into the composite beads led to a significant enhancement in SO₂ adsorption capabilities. The PILs were synthesized through direct polymerization and meticulously characterized using Fourier transform infrared spectroscopy (FTIR) and thermogravimetric analysis (TGA), confirming their successful synthesis and high thermal stability. The activated carbon was effectively impregnated with the PILs, and the resulting composite beads were shaped into CS beads. Gas adsorption studies revealed that the AC-CS-PIL beads impregnated with butyl and octyl PILs nearly doubled the adsorption capacity compared to raw activated carbon. Notably, the 10% octyl AC-CS-PIL composite exhibited the highest breakthrough time of 37.08 min and an impressive adsorption capacity of 445 mg/g, which is 2.4 times greater than that of raw AC. These results highlight the promising potential of this innovative adsorbent in effectively combating pollution and improving air quality.</p></div>","PeriodicalId":458,"journal":{"name":"Adsorption","volume":"31 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143373212","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}