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Bibliometric study as a decision aid for biomedical research design
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作者 Shu-Meng Shen Wen-Hao Wang Zheng-Wei Huang 《Medical Data Mining》 2025年第4期96-99,共4页
Introduction Since the 21st century,the biomedical field has gained increasing attention.The biomedical field mainly encompasses biology,materials science,pharmacology,and drug delivery,etc.These areas hold significan... Introduction Since the 21st century,the biomedical field has gained increasing attention.The biomedical field mainly encompasses biology,materials science,pharmacology,and drug delivery,etc.These areas hold significant importance for human society in terms of health protection,disease diagnosis and treatment,via medical technology innovation and drug development.Consequently,scientists place great emphasis on research in this domain.It must be noted that the research process in biomedicine mainly includes topic selection,experimentation,analysis,and summary.Among these,topic selection is a critical step that affects the entire process.This topic selection not only clarifies the direction and objectives of the study but also provides a clear framework for subsequent research,thereby ensuring scientific rigor and effectiveness while laying a solid foundation for the result analysis.Thus,how to approach topic selection is a crucial issue that requires careful consideration. 展开更多
关键词 research design topic selection drug developmentconsequentlyscientists bibliometric study scientific rigor biomedical field drug deliveryetcthese medical technology innovation
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Caregiving in Alzheimer’s Disease: Research Designs &Considerations
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作者 Paul B. Arthur 《Advances in Alzheimer's Disease》 2018年第2期36-49,共14页
Alzheimer’s disease and related dementias have made a considerable impact on society, and can take a significant toll on familial caregivers. Recent successful caregiving interventions suggest a promising future, tho... Alzheimer’s disease and related dementias have made a considerable impact on society, and can take a significant toll on familial caregivers. Recent successful caregiving interventions suggest a promising future, though informed research design, a priori, is paramount in ensuring quality results that the Government and public may use to make informed policy and personal healthcare decisions. Research designs including basic science, randomized controlled trials (RCTs), qualitative, and quasi-experimental designs serve as the primary basis for discussion with literary examples and caveats. 展开更多
关键词 research design Alzheimer’s Disease DEMENTIA CAREGIVING CARERS
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Integrating Academic Research Methodologies like Participatory Action Research(PAR)into Design Thinking:A Framework for Group Housing Design
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作者 Tadiboina Samantha Kumar Ramesh Srikonda 《Journal of World Architecture》 2025年第2期117-133,共17页
The integration of academic research methodologies into design thinking processes presents a transformative approach to addressing complex challenges in group housing,fostering inclusive,sustainable,and user-centered ... The integration of academic research methodologies into design thinking processes presents a transformative approach to addressing complex challenges in group housing,fostering inclusive,sustainable,and user-centered solutions.This research explores how methodologies such as Participatory Action Research,post-occupancy evaluations,and Research through Design can be systematically embedded within design thinking to bridge the gap between academic rigor and empathy-driven,iterative design practices.By synthesizing these paradigms,the study proposes a framework for group housing design that prioritizes co-design processes,empathy-based data collection,and participatory evaluation,while emphasizing adaptability through sociocultural insights and user feedback.Case studies analysis demonstrate the effectiveness of flexible,community-driven design,while emerging technologies like IoT-enabled cohousing signal new opportunities for innovation.Challenges,including scalability,long-term validation,and reconciling user autonomy with professional expertise,are critically analyzed.Ultimately,this research advances a hybrid methodology to redefine the conceptualization,implementation,and assessment of group housing,offering actionable pathways to achieve affordable,inclusive,and context-sensitive housing solutions. 展开更多
关键词 design thinking Academic research methodologies Group housing Participatory Action research(PAR) Co-design Sustainable housing User-centered design
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Unveiling the landscape of research methodologies in nursing literature:a comprehensive analysis
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作者 Khalil Tazik Mahmood Maniati 《Frontiers of Nursing》 2025年第4期433-442,共10页
Objective:To analyze the uses of research methodologies applied in nursing articles published in esteemed journals.Nursing research uses various methodologies to examine different aspects of the field.Understanding th... Objective:To analyze the uses of research methodologies applied in nursing articles published in esteemed journals.Nursing research uses various methodologies to examine different aspects of the field.Understanding the frequency and trends of these approaches is important.Methods:A comprehensive analysis of 697 peer-reviewed research articles(RAs)was conducted.These articles encompassed quantitative,qualitative,and mixed-methods designs.Results:The analysis revealed a dominance of quantitative methodologies(78%)among the examined RAs.Qualitative approaches were less prevalent(14%)but showed a growing presence.Mixed-methods studies constituted approximately 7% of the analyzed articles.Conclusions:This systematic exploration of research methodologies in nursing literature from 2018 and 2022 highlights the dynamic and diverse nature of research the field.This comprehensive understanding of research methodologies is a valuable guide for researchers,educators,and policymakers in shaping the future of nursing research. 展开更多
关键词 evidence-based practice mixed-methods research nursing research qualitative research quantitative research research design
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Research and Design of Reconfigurable Matrix Multiplication over Finite Field in VLIW Processor
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作者 Yang Su Xiaoyuan Yang Yuechuan Wei 《China Communications》 SCIE CSCD 2016年第10期222-232,共11页
Matrix multiplication plays a pivotal role in the symmetric cipher algorithms, but it is one of the most complex and time consuming units, its performance directly affects the efficiency of cipher algorithms. Combined... Matrix multiplication plays a pivotal role in the symmetric cipher algorithms, but it is one of the most complex and time consuming units, its performance directly affects the efficiency of cipher algorithms. Combined with the characteristics of VLIW processor and matrix multiplication of symmetric cipher algorithms, this paper extracted the reconfigurable elements and analyzed the principle of matrix multiplication, then designed the reconfigurable architecture of matrix multiplication of VLIW processor further, at last we put forward single instructions for matrix multiplication between 4×1 and 4×4 matrix or two 4×4 matrix over GF(2~8), through the instructions extension, the instructions could support larger dimension operations. The experiment shows that the instructions we designed supports different dimensions matrix multiplication and improves the processing speed of multiplication greatly. 展开更多
关键词 CRYPTOGRAPHY reconfigurable matrix multiplication research and design dedicated instruction VLIW processor
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Research on and Design of Mechanical System with Optimal Cutting Movement Trajectory of Energy-Saving Stone-Sawing Machine
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作者 WANG Ji-rong 1, LI Lan-ji 1, LI Jun 1,3, LI Hua 2, ZHONG Yun-qing 3 (1.Qingdao University, Qingdao 266071, China 2.Wendeng Foreign Economic and Trade Corp, Wendeng 264400, China 3.Qingdao University of Science and Technology, Qingdao 266042, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期140-141,共2页
The technique of cutting slabstone with stone-sawi ng machine is analyzed completely. A new kind of cutting movement trajectory is gi ven whose actual cutting efficiency is near to 100%. It can reduce the energy w ear... The technique of cutting slabstone with stone-sawi ng machine is analyzed completely. A new kind of cutting movement trajectory is gi ven whose actual cutting efficiency is near to 100%. It can reduce the energy w earing greatly, and the surface quality of the product is improved to the utmost extent. The design mechanism of the optimal cutting movement trajectory system structure is analyzed incisively. At the same time, the principle of the complex movement of horizontal movement and swing is researched. The optimal design scheme of th e cutting movement trajectory system structure is set up. The choice method to g et the superior value of the movement system structure is found. The mathematics function formula is established which exhibits the relationship between the par ameter of the complex movement structure and that of the system movement structu re. By the formula, the precision value of the offset can be figured out. The r ule is adapted to different types of energy-saving stone-sawing machines. The complex movement structure of horizontal movement and swing is designed to f ulfill the cutting movement. It can make the saw frame move up with the hanging pod deviating from the vertical direction. At the same time, the saw frame have a down-movement. Then the sum of the two movements is near to zero, and the saw blade and the stone can keep in touch during the whole horizontal cutting. The result is that the actual cutting efficiency is 100%. Also, when the hanging pod moves to the limited position, the saw frame can keep the original inertia, and continue to swing up. It makes the back-cutting have high energy-storing. The optimal design of the eccentricity balance wheel is done. The mathematics fo rmula for expressing the movement system structure is deduced. The calculation m ethod and formula is set up which is used to get the value of important componen ts such as offset. The choice method and formula of elasticity distortion coeffi cient is set up when the saw frame moves smoothly. It is concluded that the offs et is the key dimension to actualize the optimal cutting movement trajectory. The resolving of the technical problems discussed above offers a theoretic and technical basis for optimal design of energy-saving stone-sawing machines. 展开更多
关键词 design research on and design of Mechanical System with Optimal Cutting Movement Trajectory of Energy-Saving Stone-Sawing Machine
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Engineering Intelligent Racing Concepts Using Design Research Methods
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作者 Trevor Hyman Wayne Li 《World Journal of Engineering and Technology》 2018年第2期420-440,共21页
The automotive seat market is positioned to significantly grow over the next five years. Research into how sensor implementation in every day driver cars can enhance driver wellness is becoming increasingly popular an... The automotive seat market is positioned to significantly grow over the next five years. Research into how sensor implementation in every day driver cars can enhance driver wellness is becoming increasingly popular and visible in the automotive seat industry. However, in the competitive race car industry,?drivers prioritize driving ability over wellness. To further examine this phenomenon, the Human-Machine Interaction?Lab at the Georgia Institute of Technology took a unique approach to developing strong use cases for implementing sensor technology to improve driving ability for race car drivers by combining qualitative and quantitative research data obtained through modern design research and planning methodology. Following a process relying heavily on user-centered design methods, the authors developed a business case concept?for?a sensor-based seat accessory that acts as a competitive racer’s?driving coach?that is able to identify the mechanics of braking, turning, and accelerating through pressure sensors in the driver’s seat pan surface. This technology allows drivers to precisely understand when and how hard to brake, turn, or accelerate out of turns, thus reducing heat times and financial burden for drivers. 展开更多
关键词 design research design Planning Automotive ENGINEERING design RACING Accessories SEAT design Georgia TECH Industrial design HMI Lab
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Research on Design and Application of Elementary School Mathematics Inquiry Problem Based on Cognitive Process Analysis
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作者 TANG Pei 《外文科技期刊数据库(文摘版)教育科学》 2021年第2期121-123,共3页
Primary school education is an important part of laying a good foundation for students' growth and development. Therefore, in primary school mathematics teaching, teachers should help students to have good mathema... Primary school education is an important part of laying a good foundation for students' growth and development. Therefore, in primary school mathematics teaching, teachers should help students to have good mathematical thinking so as to realize students' healthy growth and all-round development. For this reason, teachers should pay attention to the effectiveness and pertinence of problem design in the actual primary mathematics teaching. Through the design of inquiry problems, students' learning desire can be stimulated, so as to improve the efficiency of classroom teaching and lay a good foundation for the realization of students' all-round development. 展开更多
关键词 cognitive process primary school mathematics research problem design and application
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Design and Research of Intelligent Building and Electrical Automation
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作者 LIU Yonggang 《外文科技期刊数据库(文摘版)工程技术》 2021年第12期998-1002,共8页
In the process of social development and progress, buildings, as the main activity area of human beings, often produce a large amount of energy and resource consumption. With the development of building intelligence, ... In the process of social development and progress, buildings, as the main activity area of human beings, often produce a large amount of energy and resource consumption. With the development of building intelligence, design concepts such as energy conservation and consumption reduction, humanization and intelligence are fully integrated into the design and application of linkage control technology, which effectively promotes the harmonious development of buildings and environment,It promotes the optimization and perfection of building electrical functions.Next, the paper studies the design of intelligent building and electrical automation. 展开更多
关键词 intelligent building electrical automation design research
原文传递
Neutronic design investigation of a liquid injection-based second shutdown system for a typical research reactor using MCNPX 被引量:1
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作者 Ehsan Boustani Mostafa Hassanzadeh 《Nuclear Science and Techniques》 SCIE CAS CSCD 2018年第3期51-60,共10页
Safety systems, built on state-of-the-art technology, are essential for achieving acceptable levels of plant safety to minimize hazards to the reactor and the general public. The second shutdown system(SSS) as an engi... Safety systems, built on state-of-the-art technology, are essential for achieving acceptable levels of plant safety to minimize hazards to the reactor and the general public. The second shutdown system(SSS) as an engineered safety feature and a part of the reactor protection system(RPS) is a means for rapidly shutting down a nuclear reactor, keeping it in a subcritical state and serving as a backup to the first shutdown system(FSS). In this research, one SSS with two types of optimum chamber designs is proposed that take into account the main current characteristic features of the Tehran research reactor with improvements over earlier designs. They are based on a liquid neutron absorber injection that is preferably different, diverse, and independent from the FSS based on the rod drop mechanism. The major design characteristics of this SSS with two different chambers were investigated using MCNPX 2.6.0 code. The performed calculations showed that the designed SSS is a reliable shutdown system, assuring an appropriate shutdown margin and injection time, with no significant effects on the effective delayed neutron fraction while causing minimal variations to the core structure. Further, the reasonable financial cost and the prolongation of the operation cycle are additional advantages of this design. 展开更多
关键词 TEHRAN research reactor SECOND SHUTDOWN system Nuclear safety design criteria MCNPX code
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整合时间维度的纵向混合方法研究设计与实施要点
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作者 刘宁 闫碧轩 +3 位作者 高洁 李凤卫 纪颖 褚红玲 《护理研究》 北大核心 2026年第5期770-775,共6页
基于近期国际文献和典型案例,对纵向混合方法研究的设计逻辑、实施要点、数据整合方法及常见挑战进行梳理和解读,以期为国内研究者开展此类研究提供方法学参考。
关键词 纵向研究 纵向混合方法研究 研究设计 定性研究 定量研究 混合方法研究
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基于系统化方法的电子机械制动器构型设计
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作者 马辉 罗荣康 +2 位作者 俞志豪 吴佩宝 侯之超 《汽车工程》 北大核心 2026年第1期186-194,共9页
电子机械制动器(EMB)凭借其快速响应、高控制精度和低能耗等优势,已成为线控制动的发展方向与当前的研发热点。为满足概念阶段设计的需要,本文应用系统化设计理论开展EMB构型设计,尝试建立EMB构型生成和评估的系统化方法。首先,针对车... 电子机械制动器(EMB)凭借其快速响应、高控制精度和低能耗等优势,已成为线控制动的发展方向与当前的研发热点。为满足概念阶段设计的需要,本文应用系统化设计理论开展EMB构型设计,尝试建立EMB构型生成和评估的系统化方法。首先,针对车辆动力学需求,结合已有EMB概念,将EMB的功能划分为驱动、减速增转矩和运动转换/增力3个核心子功能。其次,按照实现子功能所需零部件在轮内的布置方向和种类,构建子功能的方案并制定对应的形态学矩阵。然后,基于形态学矩阵对子功能方案进行枚举而生成330余种构型,其中284种为新构型。最后,以乘用车应用场景为例,构建偏好矩阵对构型进行评估和选择,选择综合得分较高的3种构型作为后续研究工作的重点。结果表明:本文所提出的方法能够针对车型要求系统地生成大量的EMB构型,并通过评估推荐优选方案,可望显著提升EMB设计的适配性与效率。 展开更多
关键词 电子机械制动器 系统化设计 构型研究
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夏热冬暖地区科研建筑的气候适应性设计实践探索
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作者 吴震陵 叶慧瑶 高佳妮 《华中建筑》 2026年第3期52-56,共5页
要随着我国实现“双碳”目标和降低建筑能耗工作的不断推进,气候适应性成为科研建筑建设的关注重点之一。该文提出气候适应性建筑平衡机制,通过分析夏热冬暖地区的气候特征,尝试归纳科研建筑的气候适应性设计要点,随后依托浙江大学(海南... 要随着我国实现“双碳”目标和降低建筑能耗工作的不断推进,气候适应性成为科研建筑建设的关注重点之一。该文提出气候适应性建筑平衡机制,通过分析夏热冬暖地区的气候特征,尝试归纳科研建筑的气候适应性设计要点,随后依托浙江大学(海南)先进技术与产业创新平台、南海资源保护开发与利用产业创新平台以及南京农业大学大豆园艺作物种质创新中心三个实际项目展开论述,从规划、形体及界面三个维度提炼科研建筑的气候应对策略,为聚焦科研建筑的气候适应性设计提供可借鉴之处。 展开更多
关键词 夏热冬暖地区 科研建筑 气候适应性 设计研究
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国家级非遗抚顺满族地秧歌跨媒介叙事与设计研究
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作者 班宁秋 金班逸 《包装工程》 北大核心 2026年第4期486-501,共16页
目的以国家级非物质文化遗产满族地秧歌为对象,旨在通过跨媒介叙事与设计策略,打破其传承困境,实现文化价值的创新性转化与传播力提升。方法基于人、事、物、场、境五大核心叙事要素展开,以跨媒介叙事为引领,深入剖析满族地秧歌的文化... 目的以国家级非物质文化遗产满族地秧歌为对象,旨在通过跨媒介叙事与设计策略,打破其传承困境,实现文化价值的创新性转化与传播力提升。方法基于人、事、物、场、境五大核心叙事要素展开,以跨媒介叙事为引领,深入剖析满族地秧歌的文化内涵。在“人”的层面,聚焦表演者与受众群体特征;在“事”上梳理表演动作姿态与表情神态;“物”则挖掘服饰、道具等文化符号;“场”是狩猎、军事文化的映射,以及生活愿景的表达;“境”关注表演的时间与环境特色。通过KANO模型,解构这些要素,提炼特色IP形象,以海报、表情包等线上线下融合策略,结合实物文创衍生品,构建多维度叙事体系。结果跨媒介叙事能够有效激活满族地秧歌的文化基因,使其突破地域与代际限制,触达更广泛受众群体。结论立足人、事、物、场、境的跨媒介叙事逻辑,设计满族地秧歌IP形象,联动海报、表情包及实物文创衍生品开发,既为满族地秧歌传承开辟创新路径,又为非遗当代可持续发展提供借鉴模式,助力传统文化在现代媒介生态中焕新,赋能文旅产业发展。 展开更多
关键词 国家级非遗 满族地秧歌 跨媒介叙事 设计研究
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基于“人-宠”双用户的全自动猫砂盆设计研究
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作者 李波涛 杨佩文 林志铿 《包装工程》 北大核心 2026年第2期157-168,共12页
目的为解决现有智能猫砂盆设计中普遍侧重人类饲主用户体验而忽视宠物福祉,导致人宠需求冲突的问题,设计一款基于“人-宠”双用户需求驱动的智能猫砂盆并构建全自动猫砂盆的体验优化模型,提升产品功能性、舒适性及用户体验上的表现。方... 目的为解决现有智能猫砂盆设计中普遍侧重人类饲主用户体验而忽视宠物福祉,导致人宠需求冲突的问题,设计一款基于“人-宠”双用户需求驱动的智能猫砂盆并构建全自动猫砂盆的体验优化模型,提升产品功能性、舒适性及用户体验上的表现。方法基于Kano模型对饲主与宠物的显性及隐性需求进行识别与分类,通过问卷调查、用户观察及行为分析,揭示双用户在产品使用过程中的偏好差异及潜在冲突并通过层次分析法对其进行权重分析。而后,将需求量化为可执行的技术参数与优化模型。最后,基于体验优化模型进行设计,完成产品原型设计与测试验证。结论基于双用户视角的猫砂盆设计在提升人类用户满意度和宠物适应性上均有一定效果。为同类产品的设计提供了可借鉴的方法路径。 展开更多
关键词 “人-宠”双用户 KANO模型 全自动猫砂盆 设计研究
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Research on Key Techniques of Collaborative Design System
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作者 李祥 Zhou +2 位作者 Xonghui Ruan Xueyu 《High Technology Letters》 EI CAS 2001年第2期51-53,共3页
The development of product is a complex process. Collaboration is necessary to this process to support multi-function teams’ participation in this process at the same time. Effective task decomposition is the prerequ... The development of product is a complex process. Collaboration is necessary to this process to support multi-function teams’ participation in this process at the same time. Effective task decomposition is the prerequisite of collaborative design and constraint network was used to express the relationship among design participants. In order to make the coupling collaborative design go smoothly, a constraint satisfaction model based on dynamic constraint is put forward. An integrated-based conflict resolution model is advanced to resolve the complex conflict during the process of collaborative design. 展开更多
关键词 Collaborative design Constraint network Dynamic constraint Conflict resolution Integrated-based
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乡村振兴战略下艺术设计专业农产品包装设计的创新研究
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作者 张如画 张馨怡 昌智玮 《绿色包装》 2026年第1期76-79,共4页
农产品包装设计作为连接生产与消费的重要环节,具有提升产品附加值、促进销售和增强品牌认知的重要作用。本研究旨在探讨乡村振兴背景下,艺术设计专业农产品包装设计的创新应用,通过分析当前农产品包装的现状与问题,结合艺术设计理论,... 农产品包装设计作为连接生产与消费的重要环节,具有提升产品附加值、促进销售和增强品牌认知的重要作用。本研究旨在探讨乡村振兴背景下,艺术设计专业农产品包装设计的创新应用,通过分析当前农产品包装的现状与问题,结合艺术设计理论,提出相应的创新策略。研究表明,艺术设计在农产品包装中不仅可以提升产品形象,增强市场竞争力,还能有效传达地方文化,促进乡村文化的保护与传承。 展开更多
关键词 乡村振兴 艺术设计 农产品 包装设计 创新研究
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基于天线结构拓扑优化设计的实验教学研究
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作者 王奇 云天雨 《实验室科学》 2026年第1期81-85,共5页
车辆智能化与装备轻量化发展对雷达天线的小型化与集成化提出了更高要求,需要有效的设计手段以实现高性能天线的创新设计。拓扑优化通过设计域内候选材料的布局寻优,实现功能驱动的结构拓扑构型设计,在承力结构、散热结构和电磁结构等... 车辆智能化与装备轻量化发展对雷达天线的小型化与集成化提出了更高要求,需要有效的设计手段以实现高性能天线的创新设计。拓扑优化通过设计域内候选材料的布局寻优,实现功能驱动的结构拓扑构型设计,在承力结构、散热结构和电磁结构等功能结构设计中获得了成功应用。为使学生充分理解优化设计技术在天线电磁辐射结构构型设计中的有效性,开展天线拓扑优化设计与性能测试的实验教学研究。以满足典型需求的多频段微带天线贴片构型设计为范例,对其性能进行数值实验和实验测试以验证设计方法的有效性。通过科研实践与教学实验相结合,培养学生认知交叉力学专业体系,并提高将专业知识有效用于解决实际问题的能力。 展开更多
关键词 拓扑优化 天线设计 实验教学研究
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超声速降落伞优化设计关键技术研究设想与展望
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作者 李伟 房冠辉 +6 位作者 戢中东 王臻 苏浩东 马可瑶 范东宇 贾贺 苏业旺 《航天返回与遥感》 北大核心 2026年第1期159-171,共13页
在航天器回收与减速等任务中,超声速降落伞面临气动与结构强耦合作用机理不明确、动态稳定性预测与控制困难等关键问题,给结构优化设计带来严峻考验。文章系统总结了超声速条件下伞体所涉及的复杂流动与结构响应问题,提出了以解析复杂... 在航天器回收与减速等任务中,超声速降落伞面临气动与结构强耦合作用机理不明确、动态稳定性预测与控制困难等关键问题,给结构优化设计带来严峻考验。文章系统总结了超声速条件下伞体所涉及的复杂流动与结构响应问题,提出了以解析复杂流场结构、研究伞衣动态变形与失效机理、获取局部载荷验证数据、实现优化迭代为核心技术路径的研究设想,并据此构建了研究框架。文章旨在为超声速降落伞的优化设计提供系统性方法参考,相关技术突破有望显著提升降落伞性能预测与载荷评估等方面的设计精度与效率。 展开更多
关键词 超声速 降落伞 柔性传感器 优化设计 研究设想
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数据驱动思路助力化学反应速率常数测定实验的研究
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作者 黄坚 张明珏 +4 位作者 马尚初 董佳 吴官梓 温爱明 刘卓靓 《大学化学》 2026年第1期213-226,共14页
测定镁条与稀硫酸反应的速率常数是多所高校的基础无机化学实验。然而用一级动力学模型拟合时,容易观察到反应后半段的数据不符合模型。为了验证副反应的猜想,我们引入了pH值数据,设计了规范化自动化的实验过程和数据采集;我们开发了数... 测定镁条与稀硫酸反应的速率常数是多所高校的基础无机化学实验。然而用一级动力学模型拟合时,容易观察到反应后半段的数据不符合模型。为了验证副反应的猜想,我们引入了pH值数据,设计了规范化自动化的实验过程和数据采集;我们开发了数据处理的小程序包,用于深入研究镁条与硫酸之间的反应速率常数。实验发现主反应(Mg与H_(2)SO_(4))为一级反应,其速率常数随温度升高显著增加;副反应(Mg与H_(2)O)符合二级动力学特征,活化能达127.79 kJ‧mol^(‒1)。本论文通过多维度数据协同分析、自动化数据处理流程设计,对主副反应动力学特征进行了交叉验证,解释了电导率数据偏离现象。本论文将传统验证性实验转化为研究型教学载体,实现了“数据驱动研究”范式与实验教学的融合,为理工科非化学专业学生培养创新思维与数字化问题解决能力提供了实践范例。 展开更多
关键词 化学反应速率常数 数字化设计 数据驱动研究 数据处理程序包
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