Materials Express最新文献

筛选
英文 中文
Adsorption of NOx by graphene oxide loaded with CeO2 as a catalyst for atmospheric pollution control 负载CeO2的氧化石墨烯对NOx的吸附及其在大气污染治理中的应用
4区 材料科学
Materials Express Pub Date : 2023-11-01 DOI: 10.1166/mex.2023.2529
Fan Yang, Dongnan Li, Qiang Xia, Ziqi Qin, Lu Yu
{"title":"Adsorption of NOx by graphene oxide loaded with CeO<sub>2</sub> as a catalyst for atmospheric pollution control","authors":"Fan Yang, Dongnan Li, Qiang Xia, Ziqi Qin, Lu Yu","doi":"10.1166/mex.2023.2529","DOIUrl":"https://doi.org/10.1166/mex.2023.2529","url":null,"abstract":"In this study, we utilized graphene oxide (GO) loaded with cerium oxide (CeO 2 ) to synthesize GO-CeO 2 catalysts using a hydrothermal method and high-temperature calcination. The performance of the catalyst was evaluated by characterization of the catalyst material and testing for nitrogen oxide (NOx) conversion rates and nitrogen gas adsorption isotherm in mixed flue gas. The results demonstrated that increasing the ratio of NO 2 in the NO+NO 2 mixture significantly enhanced the conversion rate of NOx. Notably, when the proportion of NO 2 reached 0.4, the denitrified gas displayed a remarkable increase in NOx conversion rate, exceeding 98%. This finding highlighted that even low concentrations of NO 2 can accelerate denitrification reactions. Moreover, increasing the oxygen concentration in the gas exhibited considerable potential to elevate the NOx conversion rate. The oxygen concentration played a vital role in the process of denitrification, and the GO-CeO 2 catalyst exhibited a high oxygen storage capacity. Moreover, the GO-CeO 2 catalyst maintained a high denitrification efficiency even under high-temperature conditions and demonstrated excellent NOx conversion performance. The catalyst also demonstrated good stability and strong water resistance under varying proportions and temperatures while maintaining a consistent denitrification efficiency. These findings indicated the significant adsorption effect of the graphene oxide loaded with CeO 2 catalyst on NOx, suggesting promising potential for application and widespread use.","PeriodicalId":18318,"journal":{"name":"Materials Express","volume":"105 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135763666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on monitoring nucleic acid contamination in laboratory and its application 实验室核酸污染监测及其应用研究
4区 材料科学
Materials Express Pub Date : 2023-11-01 DOI: 10.1166/mex.2023.2542
Yanyu Cai, Kaizhen Wen
{"title":"Study on monitoring nucleic acid contamination in laboratory and its application","authors":"Yanyu Cai, Kaizhen Wen","doi":"10.1166/mex.2023.2542","DOIUrl":"https://doi.org/10.1166/mex.2023.2542","url":null,"abstract":"Monitoring nucleic acid contamination in laboratories is essential for ensuring the accuracy and reliability of polymerase chain reaction (PCR) assay results. Compared to traditional chemical reagent-based extraction, magnetic bead extraction is a targeted adsorption method for extracting DNA, offering greater efficiency and minor hazard. However, the effectiveness of this method in detecting nucleic acid contaminations in laboratory remains unclear. This study aimed to develop a PCR-based laboratory environmental monitoring method to investigate the effectiveness of magnetic bead extraction for detecting nucleic acid contamination. To mimic nucleic acid contamination, Staphylococcus aureus was aerosolized in a PCR laboratory. Following sampling, nucleic acid extraction was performed using the magnetic bead extraction method. Samples were analyzed using quantitative real-time fluorescence PCR (qPCR), and the concordance between the magnetic bead extraction results and theoretical results was assessed. This study presents a PCR laboratory nucleic acid contamination monitoring protocol. The results demonstrated that the nucleic acid detection outcomes obtained using the magnetic bead extraction method were consistent with the theoretical results across all regions tested using this protocol. The magnetic bead extraction method demonstrated comparable detection outcomes to the theoretical results in monitoring laboratory environments. This approach provides a more efficient and environmental friendly method of monitoring the laboratory environment.","PeriodicalId":18318,"journal":{"name":"Materials Express","volume":"107 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135763790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vibration and noise reduction for building floor structures based on new composite material vibration isolation pads 基于新型复合材料隔振垫的建筑楼板结构减振降噪研究
4区 材料科学
Materials Express Pub Date : 2023-11-01 DOI: 10.1166/mex.2023.2530
Li Zhang
{"title":"Vibration and noise reduction for building floor structures based on new composite material vibration isolation pads","authors":"Li Zhang","doi":"10.1166/mex.2023.2530","DOIUrl":"https://doi.org/10.1166/mex.2023.2530","url":null,"abstract":"The frequent occurrence of geological disasters poses a significant threat to human life and the safety of property. To enhance the seismic performance and reduce noise in buildings, this study proposes the design of building floor structures with a new composite vibration isolation pad. Carbon nanocoils/styrene-butadiene composites are utilized to create vibration reduction devices. Experimental results demonstrate that the compression set rates of carbon nanocoil composite rubber are 4.83% and 2.07% at filling amounts of 1% and 3%, respectively. Additionally, the compression set rates of carbon nanotube composite rubber are 13.79% and 6.90%, respectively. Among these materials, styrene-butadiene exhibits the most significant performance improvement when combined with carbon nano coil. With an optimal layout of 25 devices, the floor dynamic amplification coefficient can be reduced by 8.4% and the building floor noise can be reduced by approximately 75%. This optimization significantly reduces the dynamic response and also provides a certain level of noise reduction effect.","PeriodicalId":18318,"journal":{"name":"Materials Express","volume":"104 8","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135763673","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The preparation of pre-alphacalcidol by high performance liquid chromatography 高效液相色谱法制备预α -骨化醇
4区 材料科学
Materials Express Pub Date : 2023-11-01 DOI: 10.1166/mex.2023.2538
Yanchuan Qiu, Lian Ma, Hui Wang
{"title":"The preparation of pre-alphacalcidol by high performance liquid chromatography","authors":"Yanchuan Qiu, Lian Ma, Hui Wang","doi":"10.1166/mex.2023.2538","DOIUrl":"https://doi.org/10.1166/mex.2023.2538","url":null,"abstract":"Pre-alfacalcidol is an active substance, and the UV response of pre-alfacalcidol and alfacalcidol is different, there will be errors in the content determination process. The main reason is that pre-alfacalcidol is very unstable and easy to tautomerize with alfacalcidol at room temperature. Therefore, it is very necessary to control the content of pre-alfacalcidol and alfacalcidol when determining the content of alfacalcitol tablets. In order to fully study the quality of Alfacalcidol tablets, here, we reported a preparation method of pre-alfacalcidol. In this study, pre-alfacalcidol was prepared by directional degradation and purified by high performance liquid chromatography (HPLC) and its structure was identified by high resolution mass spectrometer (HRMS) and nuclear magnetic resonance (NMR). The preparation process is simple, and the cycle is short at a low cost with a high yield. The purity of pre-alfacalcidol is more than 95%, which can meet the requirements of standard products. At the same time, under the condition of high temperature preparation, the undamaged alfacalcidol can be collected and recovered, which greatly improves the availability and reduces the cost. In summary, this method has important significance to strictly control the quality of raw materials and preparations of alfacalcidol and improve the efficacy of alfacalcidol tablets.","PeriodicalId":18318,"journal":{"name":"Materials Express","volume":"107 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135763791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Low infrared emissivity epoxy resin/Ag composite coating with outstanding mechanical properties and saltwater resistance 低红外发射率环氧树脂/银复合涂层具有优异的机械性能和耐盐水性能
4区 材料科学
Materials Express Pub Date : 2023-11-01 DOI: 10.1166/mex.2023.2534
Weigang Zhang, Yuping Lv, Dandan Lv, Lulu Pan, Ziti Sun
{"title":"Low infrared emissivity epoxy resin/Ag composite coating with outstanding mechanical properties and saltwater resistance","authors":"Weigang Zhang, Yuping Lv, Dandan Lv, Lulu Pan, Ziti Sun","doi":"10.1166/mex.2023.2534","DOIUrl":"https://doi.org/10.1166/mex.2023.2534","url":null,"abstract":"In this study, a low infrared emissivity coating with good mechanical properties and salt water resistance was prepared by the glass rod coating method, using epoxy resin, flake Ag powder, and graphene as a functional pigment, binder, and interface modifier, respectively. The study systematically investigated the impact of Ag powder particle size, as well as the addition of silver powder and graphene, on the coating properties. The larger particle size of the Ag powder led to a significant decrease in emissivity and enhancement of the mechanical properties of the coating. The coating had optimal emissivity and mechanical properties at an Ag particle size of 10 μ m. The emissivity and glossiness of the coating can be significantly reduced with the increase in added Ag powder, and the mechanical properties will be significantly improved. The increase in added graphene significantly reduced the glossiness and improved the flexibility of the coating. With a graphene content of 8 wt%, the coating has the best emissivity, glossiness, and mechanical properties at the same time. The epoxy resin/Ag composite coating, modified by graphene, showed good salt water resistance. After being corroded by salt water for 21 days, the emissivity, glossiness, adhesion strength, flexibility, and impact strength of the coating reached 0.535, 14.7, grade 1, 2 mm, and 50 kg · cm, respectively.","PeriodicalId":18318,"journal":{"name":"Materials Express","volume":"104 11","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135763671","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Antioxidant, cytotoxicity, and anti-prostate carcinoma effects of CuO nanoparticles containing Thymus vulgaris 含寻常胸腺氧化铜纳米颗粒的抗氧化、细胞毒性和抗前列腺癌作用
4区 材料科学
Materials Express Pub Date : 2023-11-01 DOI: 10.1166/mex.2023.2540
Bing Li, Yufeng Wang, Yukun Bian, Zhizhang Gao
{"title":"Antioxidant, cytotoxicity, and anti-prostate carcinoma effects of CuO nanoparticles containing <i>Thymus vulgaris</i>","authors":"Bing Li, Yufeng Wang, Yukun Bian, Zhizhang Gao","doi":"10.1166/mex.2023.2540","DOIUrl":"https://doi.org/10.1166/mex.2023.2540","url":null,"abstract":"In this work, we have described the green supported of CuO NPs over Thymus vulgaris (CuNPs) as a reducing/stabilizing nanocomposite in alkaline medium. In the cellular and molecular part of the recent study, the treated cells with CuNPs were assessed to determine the cytotoxicity and anti-human prostate carcinoma properties on prostate carcinoma cell lines i.e., LNCaP clone FGC-Luc2, 22Rv1, and NCI-H660. The morphological and physicochemical features of the prepared nanocomposite were determined using several advanced techniques as Field Emission Scanning Electron Microscopes (FE-SEM), Ultraviolet–visible spectroscopy (UV-Vis), and fourier transform infrared spectroscopy (FTIR) studies. In the antioxidant test, the IC50 of CuNPs and butylated hydroxytoluene (BHT) against 2,2-diphenyl-1-picrylhydrazyl (DPPH) free radicals were 94 and 88 μ g/mL, respectively. The IC50 of CuNPs were 191, 275, and 250 μ g/mL against LNCaP clone FGC-Luc2, 22Rv1, and NCI-H660 cell lines, respectively. In conclusion, our data suggest that the malignant prostate cell lines viability decreased in the CuNPs presence.","PeriodicalId":18318,"journal":{"name":"Materials Express","volume":"107 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135763789","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of SiO2 nanoparticles and Fe3O4 solution on the consolidation of geological soft soil SiO2纳米颗粒与Fe3O4溶液对地质软土固结的影响
4区 材料科学
Materials Express Pub Date : 2023-11-01 DOI: 10.1166/mex.2023.2548
Cong Yu, GuanJun Zhang, Yangzi Liu
{"title":"Influence of SiO<sub>2</sub> nanoparticles and Fe<sub>3</sub>O<sub>4</sub> solution on the consolidation of geological soft soil","authors":"Cong Yu, GuanJun Zhang, Yangzi Liu","doi":"10.1166/mex.2023.2548","DOIUrl":"https://doi.org/10.1166/mex.2023.2548","url":null,"abstract":"Soft soil is widely distributed in coastal areas and needs to be treated first when used as a foundation. A method of incorporating nano SiO 2 particles and nano Fe 3 O 4 solution is proposed to address the consolidation problem of geological soft soil. During the process, nanomaterials are selected and a preparation method for incorporating nanomaterial soil is designed. Subsequently, the experimental device is designed and the main instrument usage methods are specified, resulting in a complete experimental process design. The experimental results showed that in the generation of electron microscope images of soil, the soil mixed with nano SiO 2 particles or nano Fe 3 O 4 solution has a denser characterization; In the experiment of current variation in soil, the maximum current of the soil mixed with nano SiO 2 particles is 0.1052 A at 72 hours; In the soil drainage test, the maximum total drainage of the soil mixed with nano Fe 3 O 4 material at the end reached 1907 mL; In the soil pH value experiment, the pH value of the soil is higher when the proportion of nano SiO 2 material added is 3‰ and the proportion of nano Fe 3 O 4 material added is 2‰. The above results indicate that the geological soft soil consolidation method designed by the research institute incorporating nano SiO 2 materials or nano Fe 3 O 4 materials can effectively improve the drainage and mechanical properties of the soil.","PeriodicalId":18318,"journal":{"name":"Materials Express","volume":"105 10","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135763804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study of the process of preparing amorphous Fe–W(La) alloy plating by induced co-deposition 诱导共沉积法制备非晶Fe-W (La)合金镀层的工艺研究
4区 材料科学
Materials Express Pub Date : 2023-10-01 DOI: 10.1166/mex.2023.2511
Liang Tian, Jidong Li, Hongxuan Xing, Lingfeng Yue, Zhen Li, Yiyong Wang
{"title":"Study of the process of preparing amorphous Fe–W(La) alloy plating by induced co-deposition","authors":"Liang Tian, Jidong Li, Hongxuan Xing, Lingfeng Yue, Zhen Li, Yiyong Wang","doi":"10.1166/mex.2023.2511","DOIUrl":"https://doi.org/10.1166/mex.2023.2511","url":null,"abstract":"To obtain high-performance Fe–W alloy plating instead of environmentally hazardous chromium plating, the effects of the cathode material, electrolyte pH, temperature, current density, plating time and rotational speed on the cathode current efficiency and alloy plating are investigated in this paper. The results show that the pH and current density of the plating solution greatly influence the morphology and current efficiency of the cathode. The current efficiency of the cathode can reach 63.56%, and the tungsten content can reach 55% at pH = 8, 60 °C, 12 A/dm 2 , 100 r/min, 75 min, 0.1 mol/l of Fe 2+ and 0.2 mol/l of W 6+ . After XRD analysis, the plating is found to consist of the Fe7W6 amorphous phase. In addition, La is added to the Fe–W alloy under optimal conditions. By analyzing the polarization curve, the potential of the Fe–W(La) alloy is positively shifted by 0.039 V compared with the Fe–W alloy, which has good corrosion resistance.","PeriodicalId":18318,"journal":{"name":"Materials Express","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135323173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improvements in the physicochemical and electrical characteristics of BaO nanoparticles by Cu doping for electronic device applications 电子器件用Cu掺杂改善BaO纳米粒子的物理化学和电学特性
4区 材料科学
Materials Express Pub Date : 2023-10-01 DOI: 10.1166/mex.2023.2508
Shoaib Nazir, Jian-Min Zhang, Numan Abbas, Majid Niaz Akhtar, Shahroz Saleem, Kamran Qadir, Oscar Chijioke Nkwazema, Muhammad Nauman, Gideon F. B. Solre
{"title":"Improvements in the physicochemical and electrical characteristics of BaO nanoparticles by Cu doping for electronic device applications","authors":"Shoaib Nazir, Jian-Min Zhang, Numan Abbas, Majid Niaz Akhtar, Shahroz Saleem, Kamran Qadir, Oscar Chijioke Nkwazema, Muhammad Nauman, Gideon F. B. Solre","doi":"10.1166/mex.2023.2508","DOIUrl":"https://doi.org/10.1166/mex.2023.2508","url":null,"abstract":"This work demonstrated the effects of Cu 2+ ion doping on the morphological, structural, vibrational, optical, dielectric, and electrical characteristics of barium oxide (BaO) nanoparticles. The XRD analysis revealed the high purity and crystallinity of the prepared Cu doped BaO samples. The crystallite size of the Cu doped BaO nanoparticles was in the range of 6.51 nm to 8.49 nm and increased as the Cu 2+ increased. The SEM micrographs revealed the irregular and spongy like morphology of the Cu doped BaO samples. Agglomeration and porosity were decreased due to the addition of Cu 2+ doping content. Raman spectra revealed the enhancement in the vibrational bands with the Cu 2+ substitution. The FTIR study showed the band obtained between 680–880 cm −1 and were attributed to Ba–O bonding vibrations which confirm the formation of BaO samples. FTIR and Raman spectra results are in the good agreement with XRD results. Optical characteristics were examined through UV-Vis spectra, results revealed that band gap was declined from 1.41 eV to 1.20 eV because the incorporation of Cu 2+ ions in BaO lattice. The electrical properties revealed that conductivity increased from 2.39×10 −7 S cm −1 to 4.44×10 −4 S cm −1 while resistivity decreased from 4.18×10 6 Ω cm to 2.25×10 3 Ω cm with the increase of Cu 2+ content up to 2%. The dielectric study revealed that dielectric constant value reduced with the increase of Cu 2+ concentration. The obtained structural, morphological, vibrational, electrical, dielectric, and optical characteristics of the BaO nanoparticles with Cu 2+ doping content make them a promising material for the electronic device applications.","PeriodicalId":18318,"journal":{"name":"Materials Express","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135324304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of graphene gas sensor technological convergence PSO-SVM in distribution transformer insulation condition monitoring and fault diagnosis 石墨烯气体传感器技术收敛PSO-SVM在配电变压器绝缘状态监测与故障诊断中的应用
4区 材料科学
Materials Express Pub Date : 2023-10-01 DOI: 10.1166/mex.2023.2517
Min Zhang, Jian Fang, Hongbin Wang, Fangzhou Hao, Xiang Lin, Yong Wang
{"title":"Application of graphene gas sensor technological convergence PSO-SVM in distribution transformer insulation condition monitoring and fault diagnosis","authors":"Min Zhang, Jian Fang, Hongbin Wang, Fangzhou Hao, Xiang Lin, Yong Wang","doi":"10.1166/mex.2023.2517","DOIUrl":"https://doi.org/10.1166/mex.2023.2517","url":null,"abstract":"This study aims to improve the real-time monitoring and fault diagnosis of distribution transformers by utilizing a combination of five thin film gas detectors, these detectors include metal-modified graphene composite films and SnO 2 /RGO humidity sensors, which were prepared using the hydrothermal method. The experiment focused on investigating humidity and main fault characteristic gases that can reflect the insulation status of transformers. Additionally, a gas sensor array was constructed using a deep confidence neural network model. Based on the analysis of dissolved gas in transformer oil, the study extensively discusses the insulation fault diagnosis model and constructs the transformer fault diagnosis model using various methods including TRM, Particle swarm optimization support vector machine. The results demonstrated that the SnO 2 /RGO thin film humidity sensor exhibited high humidity sensitivity, and the other thin film gas sensors also exhibited good sensitivity. The average accuracy of the three classification methods mentioned is 80%, 92%, and 96%, respectively. These findings highlighted that the vector machine model not only improved the fault diagnosis accuracy but also possessed the characteristics of fewer parameters and a fast rate of convergence. Consequently, it effectively addressed the issue of early diagnosis of potential transformer faults. This study was of significant practical importance for ensuring the secure operation of the power grid.","PeriodicalId":18318,"journal":{"name":"Materials Express","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135323174","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
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
确定
请完成安全验证×
相关产品
×
本文献相关产品
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信