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Interface Engineering for Synergistic Achievement of Enhanced Thermal Conductivity and Suppressed Dielectric Loss of Epoxy/Boron Nitride Composite
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作者 Tengteng Niu Zhi Zhang +1 位作者 Qiyuan Yi Ying Yang 《High Voltage》 2025年第5期1073-1082,共10页
Interface design for synergistic improvement of the thermal conductivity and dielectric properties of dielectrics is urgently needed but still challenging for the next generation of electronic and electrical equipment... Interface design for synergistic improvement of the thermal conductivity and dielectric properties of dielectrics is urgently needed but still challenging for the next generation of electronic and electrical equipment development.Herein,the authors report a strategy to screen structural units for the interface design of polymer dielectrics working under high-frequency and high-voltage conditions.Thermal conductivity,dielectric loss,the highest occupied molecular orbital(HOMO)and the lowest unoccupied molecular orbital(LUMO)gap are employed as key parameters to be considered simultaneously in the interface design for the screening.The authors find that a rigid ring with hydroxyl groups at symmetric sites can suppress the steric hindrance of neighbouring hydrogen bonds,leading to a better phonon spectrum matching and more efficient suppression of molecular chain segment motion,which ensures the dielectric insulating performance and thermal conduction performance simultaneously.Typically,alkyl polyglucoside(APG)was selected as the optimal modifier to demonstrate the interface designing principle experimentally,exhibiting improved thermal conductivity and suppressed dielectric loss,ultimately resulting in a 4.98-fold increase in the high-frequency breakdown time.This study provides important insights into decisive structural factors necessary to achieve dielectrics with excellent insulating properties under high-frequency applications. 展开更多
关键词 screen structural units thermal conductivity dielectric properties synergistic improvement thermal conductivity dielectric loss polymer dielectrics interface design epoxy boron nitride composite
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Progress of Journal 'Advanced Technology of Electrical Engineering and Energy' 被引量:5
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作者 QIN Jie LIN Liang-zhen QI Zhi-ping MA Yu-huan SHEN Guo-liao JING Bo-hong 《电工电能新技术》 CSCD 北大核心 2009年第2期78-80,共3页
The paper has introduced the Journal 'Advanced Technology of Electrical Engineering and Energy',presented its main journal evaluation indexes. The result indicates that the journal has made great progress in r... The paper has introduced the Journal 'Advanced Technology of Electrical Engineering and Energy',presented its main journal evaluation indexes. The result indicates that the journal has made great progress in recent years. It gives much info. about the journal to authors. 展开更多
关键词 《电工电能新技术》 期刊 编辑工作 发行工作
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NETLAB-An Internet based laboratory for electrical engineering education 被引量:1
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作者 张姝 朱善安 +2 位作者 林群 徐志伟 应绍栋 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2005年第5期393-398,共6页
This article describes an Internet based laboratory (NETLAB) developed at Zhejiang University for electrical engi- neering education. A key feature of the project is the use of real experimental systems rather than si... This article describes an Internet based laboratory (NETLAB) developed at Zhejiang University for electrical engi- neering education. A key feature of the project is the use of real experimental systems rather than simulation or virtual reality. NELTAB provides remote access to a wide variety of experiments, including not only basic electrical and electronic experiments but also many innovative control experiments. Students can effectively use the laboratory at any time and from anywhere. NETLAB has been in operation since July 2003. 展开更多
关键词 NETLAB Internet based laboratory Electrical engineering education Inverted pendulum
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Statistics and Analysis on Papers Published on Journal ‘Advanced Technology of Electrical Engineering and Energy’ 被引量:1
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作者 QIN Jie LIN Liang-zhen QI Zhi-ping MA Yu-huan SHEN Guo-liao JING Bo-hong 《电工电能新技术》 CSCD 北大核心 2009年第4期76-80,共5页
The paper presented the statistics and analysis on papers published on the journal 'Advanced Technology of Electrical Engineering and Energy' from 1996 to 2008: the paper acceptance rate,the paper category,the... The paper presented the statistics and analysis on papers published on the journal 'Advanced Technology of Electrical Engineering and Energy' from 1996 to 2008: the paper acceptance rate,the paper category,the first author's affiliations,the top 7 first authors,the top 10 coauthors and also the journal evaluation indexes of the journal.It offers details of the journal to anyone interested,especially to our editorial board and our broad readers. 展开更多
关键词 《电工电能新技术》 期刊 读者 编辑工作
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Progress and Statistical Analysis of Journals on Electrical Engineering in China 被引量:1
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作者 QIN Jie LIN Liang-zhen QI Zhi-ping MA Yu-huan SHEN Guo-liao JING Bo-hong 《电工电能新技术》 CSCD 北大核心 2009年第3期77-80,共4页
The paper has introduced the journals on electrical engineering in China in detail, presented its publication year, the distributions for all elec. eng. journals and its core journals, the position and level of the jo... The paper has introduced the journals on electrical engineering in China in detail, presented its publication year, the distributions for all elec. eng. journals and its core journals, the position and level of the journals, its main journal evaluation indexes, its core journal proportion and inclusion info. by famous international database. The paper offers much information about the journals on electrical engineering in China to readers, and also points out present problems and gives suggestion. 展开更多
关键词 《电工电能新技术》 期刊 编辑工作 发行工作
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Dispatchable Capability of Aggregated Electric Vehicle Charging in Distribution Systems 被引量:1
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作者 Shiqian Wang Bo Liu +4 位作者 Yuanpeng Hua Qiuyan Li Binhua Tang Jianshu Zhou Yue Xiang 《Energy Engineering》 EI 2025年第1期129-152,共24页
This paper introduces a method for modeling the entire aggregated electric vehicle(EV)charging process and analyzing its dispatchable capabilities.The methodology involves developing a model for aggregated EV charging... This paper introduces a method for modeling the entire aggregated electric vehicle(EV)charging process and analyzing its dispatchable capabilities.The methodology involves developing a model for aggregated EV charging at the charging station level,estimating its physical dispatchable capability,determining its economic dispatchable capability under economic incentives,modeling its participation in the grid,and investigating the effects of different scenarios and EV penetration on the aggregated load dispatch and dispatchable capability.The results indicate that using economic dispatchable capability reduces charging prices by 9.7%compared to physical dispatchable capability and 9.3%compared to disorderly charging.Additionally,the peak-to-valley difference is reduced by 64.6%when applying economic dispatchable capability with 20%EV penetration and residential base load,compared to disorderly charging. 展开更多
关键词 Aggregated charging dispatchable capability peak shaving and valley filling the economics of charging demand response
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Improved photovoltaic effects in Mn-doped BiFeO3 ferroelectric thin films through band gap engineering
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作者 阎堂柳 陈斌 +7 位作者 刘钢 牛瑞鹏 尚杰 高双 薛武红 金晶 杨九如 李润伟 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第6期401-405,共5页
As a low-bandgap ferroelectric material, BiFeO3 has gained wide attention for the potential photovoltaic applications,since its photovoltaic effect in visible light range was reported in 2009. In the present work, Bi... As a low-bandgap ferroelectric material, BiFeO3 has gained wide attention for the potential photovoltaic applications,since its photovoltaic effect in visible light range was reported in 2009. In the present work, Bi(Fe, Mn)O3thin films are fabricated by pulsed laser deposition method, and the effects of Mn doping on the microstructure, optical, leakage,ferroelectric and photovoltaic characteristics of Bi(Fe, Mn)O3 thin films are systematically investigated. The x-ray diffraction data indicate that Bi(Fe, Mn)O3 thin films each have a rhombohedrally distorted perovskite structure. From the light absorption results, it follows that the band gap of Bi(Fe, Mn)O3 thin films can be tuned by doping different amounts of Mn content. More importantly, photovoltaic measurement demonstrates that the short-circuit photocurrent density and the open-circuit voltage can both be remarkably improved through doping an appropriate amount of Mn content, leading to the fascinating fact that the maximum power output of ITO/BiFe(0.7)Mn(0.3)O3/Nb-STO capacitor is about 175 times higher than that of ITO/BiFeO3/Nb-STO capacitor. The improvement of photovoltaic response in Bi(Fe, Mn)O3 thin film can be reasonably explained as being due to absorbing more visible light through bandgap engineering and maintaining the ferroelectric property at the same time. 展开更多
关键词 band gap engineering BIFEO3 Mn doping FERROELECTRIC photovoltaic effect
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Design of high-speed MUTC-PD with electric field regulation layer 被引量:1
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作者 XU Jian-bo LIU Kai +4 位作者 DONG Xiao-wen DUAN Xiao-feng HUANG Yong-qing WANG Qi REN Xiao-min 《中国光学(中英文)》 北大核心 2025年第2期393-400,共8页
This paper proposes a novel modified uni-traveling-carrier photodiode(MUTC-PD)featuring an electric field regulation layer:a p-type doped thin layer inserted behind the PD’s n-doped cliff layer.This electric field re... This paper proposes a novel modified uni-traveling-carrier photodiode(MUTC-PD)featuring an electric field regulation layer:a p-type doped thin layer inserted behind the PD’s n-doped cliff layer.This electric field regulation layer enhances the PD’s performance by not only reducing and smoothing the electric field intensity in the collector layer,allowing photo-generated electrons to transit at peak drift velocity,but also improving the electric field intensity in the depleted absorber layer and optimizing the photo-generated carriers’saturated transit performance.Additionally,the transport characteristics of the peak drift velocity of photogenerated electrons in the device’s collection layer can be used to optimize its parasitic characteristics.The electron’s peak drift velocity compensates for the lost transit time.Thus improving the 3 dB bandwidth of the PD’s photo response.Finally obtains a MUTC-PD with a 3 dB bandwidth of 68 GHz at a responsivity of 0.502 A/W,making it suitable for 100 Gbit/s optical receivers. 展开更多
关键词 peak electron drift velocity transit performance MUTC-PD optical fiber communication optical interconnect
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A Study of Lateralized Cognitive Processes in Upper-Division Electrical Engineering Students’: Correlating Written Language Functions with Analytical Reasoning in Microelectronics
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作者 Robert Melendy 《World Journal of Engineering and Technology》 2014年第2期73-81,共9页
The human brain is asymmetrical in function, with each of its two hemispheres being somewhat responsible for distinct cognitive and motor tasks, to include writing. It stands to reason that engineering students who ha... The human brain is asymmetrical in function, with each of its two hemispheres being somewhat responsible for distinct cognitive and motor tasks, to include writing. It stands to reason that engineering students who have established entrance into their upper-division programs will have demonstrated cognitive proficiency in math and logical operations, abstract and analytical reasoning and language usage, to include writing. In this study the question was asked: is there a correlation between an upper-division electrical engineering students’ analytical reasoning ability and their descriptive writing ability? Descriptive writing is taken here to mean a students’ ability to identify key physical aspects of a mathematical model and to express—in words—a concise and well-balanced description that demonstrates a deep conceptual understanding of the model. This includes more than a description of the variables or the particular application to an engineering problem;it includes a demonstrated recognition of the basic physics that govern the model, certain limitations (idealizations) inherent in the model, and an understanding of how to make practical experimental measurements to verify the governing physics in the model. A student at this level may demonstrate proficiency in their analytical reasoning skills and hence be capable of correctly solving a given problem. However, this does not guarantee that the same student is skilled in associating equations with their physical meaning on a deep conceptual level or in understanding physical limitations of the equation. Consequently, such a student may demonstrate difficulty in mapping their comprehension of the model into written language that demonstrates a sound conceptual understanding of the governing physics. The findings represent a sample of two independent class sections of Electrical and Computer Engineering junior’s first course in Microe-lectronic Devices and Circuits during fall semesters 2012 and 2013 at a private mid-size university in NW Oregon. A total of three exams were administered to each of the 2012/2013 groups. Correlations between exam scores that students achieved on their descriptive writing of microelectronics phenomena and their analytical problem-solving abilities were examined and found to be quite significant. 展开更多
关键词 NEUROCOGNITION Abstract THINKING ANALYTICAL THINKING MICROELECTRONICS DESCRIPTIVE Writing ABILITIES
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Engineering Geometric Electrodes for Electric Field-Enhanced High-Performance Flexible In-Plane Micro-Supercapacitors
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作者 Jihong Kim Sung Min Wi +9 位作者 Jong-Guk Ahn Sangjun Son Hee Young Lim Yeonsu Park Hye Ji Eun Jong Bae Park Hyunseob Lim Sangyeon Pak A-Rang Jang Young-Woo Lee 《Energy & Environmental Materials》 SCIE EI CAS CSCD 2023年第4期114-120,共7页
In plane micro-supercapacitors that are miniaturized energy storage components have attracted significant attention due to their high power densities for various ubiquitous and sustainable device systems as well as th... In plane micro-supercapacitors that are miniaturized energy storage components have attracted significant attention due to their high power densities for various ubiquitous and sustainable device systems as well as their facile integration on various flexible/wearable platform.To implement the micro-supercapacitors in various practical applications that can accompany solid state or gel electrolyte and flexible substrates,ions must be readily transported to electrodes for achieving high power densities.Herein,we show large enhancement in electrochemical properties of flexible,inplane micro-supercapacitor using sharp-edged interdigitated electrode design,which was simply fabricated through direct laser scribing method.The sharp-edged electrodes allowed strong electric field to be induced at the corners of the electrode fingers which led to the greater accumulation of ions near the surface of electrode,significantly enhancing the energy storage performance of micro-supercapacitors.The electric field-enhanced in-plane micro-supercapacitor showed the volumetric energy density of 1.52 Wh L^(−1)and the excellent cyclability with capacitive retention of 95.4%after 20000 cycles.We further showed various practicability of our sharp-edged design in micro-supercapacitors by showing circuit applicability,mechanical stability,and air stability.These results present an important pathway for designing electrodes in various energy storage devices. 展开更多
关键词 electric field enhancement flexible energy storage device microsupercapacitors sharp electrodes
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Active Alumni in Electrical Engineering Extracurricular Activities: Innovation and Social Responsibility
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作者 Andre Bezerra de Freitas Diniz Bruna Luisa Martins Barbosa +2 位作者 Dennyson Eliseu Araujo Santos, Max Rodrigues Marques Victor Matheus de Camara Silva 《Journal of Mechanics Engineering and Automation》 2017年第2期107-112,共6页
The project analyzes the student's participation in complementary activities such as Education Tutorial Program, Junior Company and Academic Center. These organizations have the goal to improve, expand and connect kn... The project analyzes the student's participation in complementary activities such as Education Tutorial Program, Junior Company and Academic Center. These organizations have the goal to improve, expand and connect knowledge learned during classes with several practical activities. They can provide a huge integration between the students and the professors in order to achieve better results in the pedagogical, structural and organizational parts of an engineering major degree. Therefore, the project goes through the impact of each entity in the student's life and the advantages to professional future, focusing the presence of these organizations in the Electrical Engineering Course of Federal University of Rio Grande do Norte. 展开更多
关键词 Complementary activities education tutorial program junior course academic center electrical engineering
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Artificial Intelligence-Enhanced Digital Twin Systems Engineering Towards the Industrial Metaverse in the Era of Industry 5.0 被引量:3
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作者 He Zhang Yilin Li +2 位作者 Shuai Zhang Lukai Song Fei Tao 《Chinese Journal of Mechanical Engineering》 2025年第2期98-119,共22页
With the continuous advancement and maturation of technologies such as big data,artificial intelligence,virtual reality,robotics,human-machine collaboration,and augmented reality,many enterprises are finding new avenu... With the continuous advancement and maturation of technologies such as big data,artificial intelligence,virtual reality,robotics,human-machine collaboration,and augmented reality,many enterprises are finding new avenues for digital transformation and intelligent upgrading.Industry 5.0,a further extension and development of Industry 4.0,has become an important development trend in industry with more emphasis on human-centered sustainability and flexibility.Accordingly,both the industrial metaverse and digital twins have attracted much attention in this new era.However,the relationship between them is not clear enough.In this paper,a comparison between digital twins and the metaverse in industry is made firstly.Then,we propose the concept and framework of Digital Twin Systems Engineering(DTSE)to demonstrate how digital twins support the industrial metaverse in the era of Industry 5.0 by integrating systems engineering principles.Furthermore,we discuss the key technologies and challenges of DTSE,in particular how artificial intelligence enhances the application of DTSE.Finally,a specific application scenario in the aviation field is presented to illustrate the application prospects of DTSE. 展开更多
关键词 Digital twins Systems engineering Industrial metaverse Artificial intelligence Industry 5.0 Smart manufacturing
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Laser shock processing of titanium alloys:A critical review on the microstructure evolution and enhanced engineering performance 被引量:2
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作者 Qian Liu Shuangjie Chu +6 位作者 Xing Zhang Yuqian Wang Haiyan Zhao Bohao Zhou Hao Wang Genbin Wu Bo Mao 《Journal of Materials Science & Technology》 2025年第6期262-291,共30页
Titanium(Ti)and its alloys are frequently utilized as critical components in a variety of engineering ap-plications because of their high specific strength and excellent corrosion resistance.Compared to conven-tional ... Titanium(Ti)and its alloys are frequently utilized as critical components in a variety of engineering ap-plications because of their high specific strength and excellent corrosion resistance.Compared to conven-tional surface strengthening technologies,laser shock peening(LSP)has increasingly attracted attention from researchers and industries,since it significantly improves the surface strength,biocompatibility,fa-tigue resistance,and anti-corrosion ability of Ti and its alloys.Despite numerous studies that have been carried out to elucidate the effects of LSP on microstructural evolution and mechanical properties of Ti and its alloys in recent years,a comprehensive review of recent advancements in the field of Ti and its alloys subjected to LSP is still lacking.In this review,the standard LSP and the novel process designs of LSP assisted by thermal,cryogenic,electropulsing and magnetic fields are discussed and compared.Microstructural evolution,with focuses on the dislocation dynamics,deformation twinning,grain refine-ment and surface amorphization,during LSP processing of Ti alloys is reviewed.Furthermore,the en-hanced engineering performance of the L SP-processed(L SPed)Ti alloys,including surface hardness,wear resistance,fatigue life and corrosion resistance are summarized.Finally,this review concludes by present-ing an overview of the current challenges encountered in this field and offering insights into anticipated future trends. 展开更多
关键词 Laser shock peening Titanium alloys Microstructure evolution Mechanical properties
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How to Effectively Improve the Construction Technology Management Level of Mechanical and Electrical Engineering
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作者 WANG Yong ZHANG Xueliang 《外文科技期刊数据库(文摘版)工程技术》 2021年第7期663-666,共7页
This paper takes the integrated construction of cold water machine room in Wenquan Avenue Station of Chengdu Metro Line 17 as an example, and introduces in detail the application of BIM deepening design, model decompo... This paper takes the integrated construction of cold water machine room in Wenquan Avenue Station of Chengdu Metro Line 17 as an example, and introduces in detail the application of BIM deepening design, model decomposition, prefabrication, error elimination and other technologies in the integrated construction of refrigeration machine room. By combining BIM technology with digital prefabrication and secondary prefabrication between modules, a series of problems caused by construction site processing and installation are solved, and a new idea and method are provided for construction management of subway electromechanical installation engineering. 展开更多
关键词 SUBWAY BIM electromechanical installation prefabricated preassembly error elimination
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Talking about How to Do Well in the Compilation of the Highest Bid Price Limit of Electric Power Engineering
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作者 TANG Yaqi 《外文科技期刊数据库(文摘版)经济管理》 2021年第2期073-077,共5页
With the rapid development of society and economy, the market of power engineering construction is expanding continuously, and all enterprises and units are participating in bidding activities more and more actively. ... With the rapid development of society and economy, the market of power engineering construction is expanding continuously, and all enterprises and units are participating in bidding activities more and more actively. Through participating in the work of several power construction projects, and through analyzing the key points of the establishment of the maximum bid price limit in the power industry, this paper aims to establish a reasonable and feasible price limit for bidding and provide specific guidance, which will provide a certain reference for the establishment of the maximum bid price limit for similar projects in the power industry. 展开更多
关键词 power engineering maximum bid price limit COMPILATION
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Study on Design and Application of Prefabricated Foundation of Electric Power Engineering
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作者 CHENKangdong XINGBao 《外文科技期刊数据库(文摘版)工程技术》 2022年第2期171-174,共4页
Electric power is one of the important energy sources of the country. When every line sends power and every substation is put into operation, it means sending more light and warmth to the people. As an enterprise, we ... Electric power is one of the important energy sources of the country. When every line sends power and every substation is put into operation, it means sending more light and warmth to the people. As an enterprise, we should explore advanced technical means and excellent management methods to better build electric power engineering. As one of the products of the industrialization process, the prefabricated foundation has gradually conveyed more advanced construction methods for the power industry. Although its cost is higher than that of the cast-in-place foundation, the economic benefits and social benefits brought by the shortening of the construction period and the restoration of power transmission in advance are inestimable. 展开更多
关键词 power engineering ASSEMBLY design and application research
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Introducing High-Volume-Fraction Ultrafine Grains to Obtain Superior Balance of Strength and Electrical Conductivity for Cu/Al_(2)O_(3)Composite
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作者 Zhang Jun Liu Xi +7 位作者 Li Yi Chang Guo Peng Haoran Zhang Shuang Huang Qi Zhao Xueni Li Liang Huo Wangtu 《稀有金属材料与工程》 北大核心 2025年第4期908-919,共12页
Compared with Cu/Al_(2)O_(3)composites,high-strength Cu/Al_(2)O_(3)composites usually exhibit obviously deteriorated electrical conductivity.A chemical and mechanical alloying-based strategy was adopted to fabricate u... Compared with Cu/Al_(2)O_(3)composites,high-strength Cu/Al_(2)O_(3)composites usually exhibit obviously deteriorated electrical conductivity.A chemical and mechanical alloying-based strategy was adopted to fabricate ultrafine composite powders with lowcontent reinforcement and constructed a combined structure of Cu ultrafine powders covered with in-situ Al_(2)O_(3)nanoparticles.After consolidation at a relatively lower sintering temperature of 550℃,high-volume-fraction ultrafine grains were introduced into the Cu/Al_(2)O_(3)composite,and many in-situ Al_(2)O_(3)nanoparticles with an average size of 11.7±7.5 nm were dispersed homogeneously in the Cu grain.Results show that the composite demonstrates an excellent balance of high tensile strength(654±1 MPa)and high electrical conductivity(84.5±0.1%IACS),which is ascribed to the synergistic strengthening effect of ultrafine grains,dislocations,and in-situ Al_(2)O_(3)nanoparticles.This approach,which utilizes ultrafine composite powder with low-content reinforcement as a precursor and employs low-temperature and high-pressure sintering subsequently,may hold promising potential for large-scale industrial production of high-performance oxide dispersion strengthened alloys. 展开更多
关键词 Cu/Al_(2)O_(3)composite ultrafine grain in-situ Al_(2)O_(3)nanoparticle strengthening mechanism electrical conductivity
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Preface for the Special Issue on“Safety of Slender Composite Flexible Structures in Ocean Engineering”
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作者 YANG Zhi-xun 《China Ocean Engineering》 2025年第5期791-792,共2页
The ocean holds abundant petroleum,natural gas,and mineral resources that form an essential material foundation for the sustainable development of modern society.The safe and efficient exploitation of these resources ... The ocean holds abundant petroleum,natural gas,and mineral resources that form an essential material foundation for the sustainable development of modern society.The safe and efficient exploitation of these resources depends heavily on various slender,composite,flexible structures,including umbilical cables,dynamic power cables for offshore wind turbines,petroleum pipelines(both bonded and unbonded),deep-sea mining risers,and LNG cryogenic flexible hoses.These structures feature highly complex configurations and incur substantial design and manufacturing costs,while operating in environments far more severe and variable than those of onshore pipelines.They must withstand multisource stochastic loads generated by the combined action of wind,waves,currents,and tides,and maintain robustness under extreme conditions such as typhoons,earthquakes,and explosions. 展开更多
关键词 sustainable development mineral resources ocean engineering umbilical cables offshore wind turbinespetroleum pipelines both umbilical cablesdynamic power cables safety lng cryogenic flexible hosesthese
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Key Physicochemical Properties and Service Characteristics of Low Dielectric Polyimide-based Nanocomposites
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作者 Zhen-Yu Wang Tong Zhao +3 位作者 Shuo Meng Xiao-Long Wang Ying Sun Yuan-Tao Zhang 《Chinese Journal of Polymer Science》 2025年第8期1443-1457,共15页
In high-frequency electrical energy systems,polyimide(PI)composite insulation materials need to possess a low dielectric constant,sufficient thermal conductivity,and robust interfacial adhesion to ensure reliable perf... In high-frequency electrical energy systems,polyimide(PI)composite insulation materials need to possess a low dielectric constant,sufficient thermal conductivity,and robust interfacial adhesion to ensure reliable performance under elevated temperatures and pressures.These aspects are crucial for preventing local overheating and electrical breakdown,thereby ensuring reliable equipment operation.Traditional PI insulation materials often exhibit high dielectric constants and pronounced dielectric losses,compromising their insulation efficiency.In this study,molecular dynamics simulations were employed to incorporate polyhedral oligomeric silsesquioxanes(POSS)into PI through physical blending and chemical bonding to enhance dielectric properties.Key parameters of the PI/POSS composite system,including dielectric constant,thermal conductivity,glass transition temperature,Young’s modulus,Poisson’s ratio,and interfacial adhesion energy,were systematically evaluated for both doping methods.The degradation behavior of the PI composites under high-temperature and electric field conditions was also simulated to elucidate degradation pathways and product distributions,providing insights for designing low-dielectric insulation materials.Doping with POSS significantly reduces the dielectric constant of PI,thereby improving insulation performance,thermal stability,mechanical strength,and interfacial adhesion.At an optimal POSS doping ratio,the thermal conductivity of PI is enhanced.Compared with the physical blending system,the chemical bonding system yields more substantial improvements across all evaluated properties.Under high-temperature and strong electric field conditions,POSS doping enhances interfacial adhesion and thermal stability,effectively suppressing the cleavage of key chemical bonds,reducingCOemissions,and increasing the formation of oxygen-containing intermediates and water molecules,which contributes to improved environmental sustainability. 展开更多
关键词 POLYIMIDE Molecular dynamics simulation Dielectric constant Thermal conductivity Electrothermal aging
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Bayesian optimized support vector regression with a Gaussian kernel for accurate prediction of the state of health of lithium-ion batteries used for electric vehicle applications
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作者 Selvaraj Vedhanayaki Vairavasundaram Indragandhi 《Global Energy Interconnection》 2025年第5期891-904,共14页
The state of health SoH of lithium ion batteries plays a predominant role in ensuring the safe and reliable operation of electric vehicles.In this,a novel SoH estimation approach using support vector regression with a... The state of health SoH of lithium ion batteries plays a predominant role in ensuring the safe and reliable operation of electric vehicles.In this,a novel SoH estimation approach using support vector regression with a Gaussian kernel optimized using the Bayesian optimization technique(BO-SVR with a Gaussian kernel)was proposed.Unlike,traditional approaches that use the internal resistance,and battery capacity as input parameters,this study utilized the equivalent discharging voltage difference interval and equivalent charging voltage difference interval,as they capture the dynamic voltage characteristics associated with the battery degradation.The model was simulated using MATLAB 2023a.The mean absolute error,R^(2),root mean squared error,and mean squared error were considered as performance indicators.The simulation results indicated that the proposed BO-SVR with a Gaussian kernel model had superior performance to other kernel SVR and Gaussian Process Regression models,with a reduced RMSE of 0.0082,thus demonstrating its potential to predict the SoH more accurately. 展开更多
关键词 Lithium-ion batteries State of health Machine learning algorithms Bayesian optimization Kernel function
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