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Functional design of wind turbine airfoils based on roughness sensitivity characteristics 被引量:4
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作者 王旭东 Xia Hongjun 《High Technology Letters》 EI CAS 2014年第4期442-445,共4页
To improve aerodynamic performance of wind turbine airfoils,the shape profile characteristic of the airfoil is investigated.Application of conformal transformation,one functional and integrated expression of wind turb... To improve aerodynamic performance of wind turbine airfoils,the shape profile characteristic of the airfoil is investigated.Application of conformal transformation,one functional and integrated expression of wind turbine airfoils is presented.Using the boundary layer theory,the aerodynamic model with roughness of wind turbine airfoils is introduced by studying flow separation around the airfoil.Based on the shape expression and aerodynamic performance of airfoils,the function design of wind turbine airfoils is carried out that the maximum lift-drag ratio and low roughness sensitivity are designed objects.Three wind turbines airfoils with different thickness are gained which are used at tip part of blades.As an example,the aerodynamic performance of one designed airfoil with relative thickness of 15%is simulated in different conditions of clean surface,rough surface,laminar flow and turbulent flow.The comparison of aerodynamic performance between the designed airfoil and one popular NACA airfoil is completed which can verify the better performance of the designed airfoil and reliability of the designed method. 展开更多
关键词 wind turbine airfoils integrated expression lift-drag ratio roughness sensitivity function design
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Method for Functional Design of Axiomatic Design Based on Connections 被引量:3
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作者 DENG Jianxin SHAO Ming 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2011年第3期364-371,共8页
Axiomatic design(AD) is a popular design method,and satisfying the independence axiom is the basis of AD.However,AD doesn't provide methods to decompose functions then keep them independent and to handle coupled de... Axiomatic design(AD) is a popular design method,and satisfying the independence axiom is the basis of AD.However,AD doesn't provide methods to decompose functions then keep them independent and to handle coupled design.A few of ways of handling coupled design are mainly passive resolutions when coupled design exists,but not efficient to each product design.Hence,this paper presents an innovative approach to design and decompose functions of complex products based on functional connections,aiming at actively avoiding functional coupling.By contrasting with component networks,four kinds of relations among functions are identified,including spatial,energy,material,and information connection.Then the definitions of these relations and the dominant connection are given.Based on the definitions,the principles of functional decomposition and design are developed,in which each non-leaf function is broken into sub functions centered on its dominant connection with avoidance of functional cross and coupling,and sequentially satisfies the independence axiom.Then the operational flow of the proposed approach is constructed.Determining the dominant connection of a function,decomposing the function into sub functions in terms of the dominant connection and reverse examination and optimization are planed as the core steps in each zigzagging.Input process output(IPO) analysis is introduced to obtain the dominant connection of a function,some rules for examining and optimizing the decomposition results reversely according to oriented object theory are presented as well.An illustrative example about the pouring function of squeeze casting equipments presented demonstrates how to use the proposed approach,and indicates its effectiveness.The proposed approach expands the principles of AD,constructs a guidance policy for independent functional design of complex products based on AD,and can help decrease or actively avoid coupled design and improve design efficiency. 展开更多
关键词 axiomatic design functional design complex product functional decomposition CONNECTIONS squeeze casting equipment
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Reliable Space Pursuing for Reliability-based Design Optimization with Black-box Performance Functions 被引量:2
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作者 SHAN Songqing WANG G Gary 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2009年第1期27-35,共9页
Reliability-based design optimization (RBDO) is intrinsically a double-loop procedure since it involves an overall optimization and an iterative reliability assessment at each search point. Due to the double-loop pr... Reliability-based design optimization (RBDO) is intrinsically a double-loop procedure since it involves an overall optimization and an iterative reliability assessment at each search point. Due to the double-loop procedure, the computational expense of RBDO is normally very high. Current RBDO research focuses on problems with explicitly expressed performance functions and readily available gradients. This paper addresses a more challenging type of RBDO problem in which the performance functions are computation intensive. These computation intensive functions are often considered as a "black-box" and their gradients are not available or not reliable. On the basis of the reliable design space (RDS) concept proposed earlier by the authors, this paper proposes a Reliable Space Pursuing (RSP) approach, in which RDS is first identified and then gradually refined while optimization is performed. It fundamentally avoids the nested optimization and probabilistic assessment loop. Three well known RBDO problems from the literature are used for testing and demonstrating the effectiveness of the proposed RSP method. 展开更多
关键词 Reliability based design optimization black-box function reliable design space
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Structural analysis and design of frost resistance function for subgrade of high-speed railway ballasted track in cold regions 被引量:1
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作者 Qiang Luo WenQiang Lv +1 位作者 QingZhi Ye RuiGuo Zhang 《Research in Cold and Arid Regions》 CSCD 2015年第5期594-604,共11页
According to the technical characteristics of short fixed wheelbase of a high-speed carriage, a subgrade-track integrated space mechanical response analysis model is proposed for trains under the action ofbiaxial load... According to the technical characteristics of short fixed wheelbase of a high-speed carriage, a subgrade-track integrated space mechanical response analysis model is proposed for trains under the action ofbiaxial load after the comparison of the stress distribution characteristics of the ballast track subgrade bed structures for high-speed railway under the action of uniaxial load and biaxial load. The loading threshold value (high-cycle long-term dynamic strength) under the circum- stance where the cumulative deformation of subgrade structure gradually develops and finally reaches the convergent state, and its relationship with the foundation coefficient K30 were deduced, based on the characteristics of cumulative defor- mation evolution obtained from the unit structure filling model test under the action of cyclic loading. In view of structure stability and frost resistance requirements of the railway subgrade in cold regions, technical conditions to maintain good service performance of subgrade structure of high-speed railway ballasted track are discussed and analyzed. Study results show that the additive effect manifests itself obviously for railway train bogies under the action of biaxial load than uni- axial load, which has a significant dynamic effect on the subgrade bed bottom and a slight effect on the surface layer. Thus, the adoption of a biaxial load model in the design of a high-speed railway subgrade accurately reflects the vehicle load. Pursuant to the structure design principle, the design method of the subgrade structure of high-speed railway ballasted track is proposed to meet the technical requirements such as structural strength, bearing stiffness and high-cyclic and long-term stability. Technical indicators are obtained for the variation of thickness of the surface layer of reinforced sub- grade bed in the double-layer subgrade mode along with the change of K30 at the subgrade bed bottom. The double-layer structure mode of "closure on the upper layer and drainage on the lower layer" was proposed in order to meet the water- proofing and drainage requirements of the upper layer of the subgrade bed in cold regions. A dense-framework graded gravel filler with weak water permeability at a coefficient of 10 4 cm/s is used on the upper layer and the void-framework graded gravel filler at the water permeability coefficient of 10 2 cm/s is adopted on the lower layer. 展开更多
关键词 high-speed railway in cold regions subgrade structure biaxial load mode structural analysis design of frostresistance function
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Optimum Weight Design of Functionally Graded Material Gears 被引量:7
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作者 JING Shikai ZHANG He +1 位作者 ZHOU Jingtao SONG Guohua 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第6期1186-1193,共8页
Traditional gear weight optimization methods consider gear tooth number, module, face width or other dimension parameters of gear as design variables. However, due to the complicated form and geometric features peculi... Traditional gear weight optimization methods consider gear tooth number, module, face width or other dimension parameters of gear as design variables. However, due to the complicated form and geometric features peculiar to the gear, there will be large amounts of design parameters in gear design, and the influences of gear parameters changing on gear trains, transmission system and the whole equipment have to be taken into account, which increases the complexity of optimization problem. This paper puts forward to apply functionally graded materials(FGMs) to gears and then conduct the optimization. According to the force situation of gears, the material distribution form of FGM gears is determined. Then based on the performance parameters analysis of FGMs and the practical working demands for gears, a multi-objective optimization model is formed. Finally by using the goal driven optimization(GDO) method, the optimal material distribution is achieved, which makes gear weight and the maximum deformation be minimum and the maximum bending stress do not exceed the allowable stress. As an example, the applying of FGM to automotive transmission gear is conducted to illustrate the optimization design process and the result shows that under the condition of keeping the normal working performance of gear, the method achieves in greatly reducing the gear weight. This research proposes a FGM gears design method that is able to largely reduce the weight of gears by optimizing the microscopic material parameters instead of changing the macroscopic dimension parameters of gears, which reduces the complexity of gear weight optimization problem. 展开更多
关键词 GEARS optimum weight design functionally graded materials material distribution additive manufacturing
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TOPOLOGY DESCRIPTION FUNCTION BASED METHOD FOR MATERIAL DESIGN 被引量:1
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作者 Cao Xianfan Liu Shutian 《Acta Mechanica Solida Sinica》 SCIE EI 2006年第2期95-102,共8页
The purpose of this paper is to investigate the application of topology description function (TDF) in material design. Using TDF to describe the topology of the microstructure, the formulation and the solving techni... The purpose of this paper is to investigate the application of topology description function (TDF) in material design. Using TDF to describe the topology of the microstructure, the formulation and the solving technique of the design problem of materials with prescribed mechanical properties are presented. By presenting the TDF as the sum of a series of basis functions determined by parameters, the topology optimization of material microstructure is formulated as a size optimization problem whose design variables are parameters of TDF basis functions and independent of the mesh of the design domain. By this method, high quality topologies for describing the distribution of constituent material in design domain can be obtained and checkerboard problem often met in the variable density method is avoided. Compared with the conventional level set method, the optimization problem can be solved simply by existing optimization techniques without the process to solve the 'Hamilton-Jacobi-type' equation by the difference method. The method proposed is illustrated with two 2D examples. One gives the unit cell with positive Poisson's ratio, the other with negative Poisson's ratio. The examples show the method based on TDF is effective for material design. 展开更多
关键词 topology optimization topology description function material design
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DESIGN AND PROPERTIES OF A FUNCTIONALLY GRADIENT CERAMIC TOOL MATERIAL 被引量:15
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作者 J. Zhao,X. Ai, J.H. Zhang, J.X. Deng and C.Z. Huang Department of Mechanical Engineering, Shandong University of Technology, Jinan 250061,China 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 1999年第5期1054-1058,共5页
Based on the analyses of the severity of cutting process as well as the failure mechanisms of ceramic tools, a model for designing functionally gradient ceramic tool materials with symmetrical distribution is presente... Based on the analyses of the severity of cutting process as well as the failure mechanisms of ceramic tools, a model for designing functionally gradient ceramic tool materials with symmetrical distribution is presented, by which a Al 2O 3/(W,Ti)C ceramic tool material FG 2 was developed. Multi objective optimization method was employed in designing the compositional distribution of this ceramic tool material. The results of both continuous and intermittent cutting tests are indicative of the much better cutting behavior of the functionally gradient ceramic tool FG 2 than that of the common ceramic tool SG 4. 展开更多
关键词 functionally gradient materials materials design compositional distribution ceramic tool
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Design of Co-sedimentation Experiments Used to Fabricate Functionally Graded Materials with a Continuous Change of Composition 被引量:1
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作者 杨中民 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2004年第2期11-13,共3页
In the process of particle settling in a dilute,a density graded distribution of the liquid below the suspension needs to be designed according to the gravity of the suspension prior to sedimentation.In the present pa... In the process of particle settling in a dilute,a density graded distribution of the liquid below the suspension needs to be designed according to the gravity of the suspension prior to sedimentation.In the present paper a compositionally graded W-Mo composite was formed via the settling of the W and Mo particles,with a density gradient distributed in the initial clear liquid along the settling direction. 展开更多
关键词 co-sedimentation design functionally graded material
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QUALITY FUNCTION DEPLOYMENT IN BOTTOM-UP PROCESS FOR DESIGN REUSE 被引量:4
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作者 Tan Runhua, Duan Guolin, Liang Yanhong, Yuan Caiyun (School of Mechanical Engineering,Hebei University of Technology) 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2001年第4期381-384,共4页
To deal with a bottom up process model for design reuses a specific extended house of quality(EHOQ)is proposed Two kinds of supported functions,basic supported functions and new supported functions,are defined.Two ... To deal with a bottom up process model for design reuses a specific extended house of quality(EHOQ)is proposed Two kinds of supported functions,basic supported functions and new supported functions,are defined.Two processes to determine two kinds of functions are presented A kind of EHOQ matrix for a company is given and its management steps are studied. 展开更多
关键词 Quality function deployment BOTTOM up process design reuse
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Function and Design Idea of UHVDC Test Base
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作者 Yu Yongqing, Li Guangfan, Sun Lin, Su Zhiyi and Lu Jiayu China Electric Power Research Institute Zhao Fang 《Electricity》 2009年第1期38-43,共6页
The function of the UHVDC test base of the State Grid Corporation of China (SGCC) is oriented to serve UHVDC power transmission and substation projects, especially power transmission from West China to East China, and... The function of the UHVDC test base of the State Grid Corporation of China (SGCC) is oriented to serve UHVDC power transmission and substation projects, especially power transmission from West China to East China, and to promote localization of UHVDC transmission and substation equipment. In essentials, this test base consists of UHVDC test transmission line, corona cage, outdoor test site, UHV test hall, pollution and environment laboratory, electromagnetic environment simulation test site, insulator laboratory, arrester laboratory and live equipment test field. This paper introduces the function and design idea of the test base, presents the main performance parameters of the above-mentioned test facilities, and summarizes the matters of concern when siting and planning. 展开更多
关键词 UHVDC TEST function and design Idea of UHVDC Test Base design TEST
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Product design on the basis of fuzzy quality function deployment 被引量:2
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作者 Li Zhaoling Gao Qisheng Zhang Dongling 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第6期1165-1170,共6页
In the implementation of quality function deployment (QFD), the determination of the target values of engineering characteristics is a complex decision process with multiple variables and multiple objectives that sh... In the implementation of quality function deployment (QFD), the determination of the target values of engineering characteristics is a complex decision process with multiple variables and multiple objectives that should trade off, and optimize all kinds of conflicts and constraints. A fuzzy linear programming model (FLP) is proposed. On the basis of the inherent fuzziness of QFD system, triangular fuzzy numbers are used to represent all the relationships and correlations, and then, the functional relationships between the customer needs and engineering characteristics and the functional correlations among the engineering characteristics are determined with the information in the house of quality (HoQ) fully used. The fuzzy linear programming (FLP) model aims to find the optimal target values of the engineering characteristics to maximize the customer satisfaction. Finally, the proposed method is illustrated by a numerical example. 展开更多
关键词 quality function deployment house of quality product design fuzzy optimization customer satisfaction
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Path Analysis of Agricultural Project Design Based on Function Expansion: A Case Study of Naya Mountain Villa 被引量:2
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作者 Yuehong SUN Yongsheng WU +1 位作者 Rui CHEN Xue YANG 《Asian Agricultural Research》 2018年第2期22-31,共10页
The expansion of agricultural function is one of the important means for modern agricultural projects to promote agricultural economic benefits. Successful modern agricultural projects require good creative ideas and ... The expansion of agricultural function is one of the important means for modern agricultural projects to promote agricultural economic benefits. Successful modern agricultural projects require good creative ideas and design programs. While developing high-efficient modern agricultural production activities,we should fully explore the intangible value of agricultural production activities,combine agriculture with agricultural products,natural conditions,cultural conception and other effective resources,to expand agricultural functions,and promote comprehensive benefits. In order to build a sustainable modern agricultural project operation system,Naya Mountain Villa project planning is taken as an example for analysis. Naya Mountain Villa began construction in 2011; the creative planning based on the agricultural expansion function was carried out in 2013; it had successful access to the capital market in 2015. The project realizes the effective integration of agricultural production system and agricultural function expansion,constructs a set of long-term stable profiting models,and lays an important foundation for entering the capital market. The project is a representative example of the function-expanding modern agricultural project. Through the analysis of the design ideas of the project,this paper discusses the function expansion elements of basic resources,public welfare and agricultural function expansion methods,the formation of general ideas,source and construction logic of creative thinking,and summarizes and abstracts some inspiring design methods of agricultural function expansion. Through the analysis of the key points in the design of the specific technical aspects of the project,this paper provides a reference for solving common difficult problems in the practical design. The summary and refinement of the thinking logic,thinking construction and specific design method of the project is inspiring and repeatable to some extent,which can provide reference for the relevant researchers. 展开更多
关键词 Modern agriculture design of Naya Mountain Villa function expansion
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解读GB/T 51457—2024《医院洁净护理与隔离单元建筑技术标准》 被引量:1
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作者 沈晋明 许钟麟 +1 位作者 曹国庆 刘燕敏 《暖通空调》 2025年第2期10-18,共9页
GB/T 51457—2024《医院洁净护理与隔离单元建筑技术标准》规范了重症监护单元、易感染患者护理单元和负压洁净隔离单元的建设要求,提出以安全、适用、经济、节能和环保的原则满足卫生学要求。本文解读了该标准有关分级、功能分区、平... GB/T 51457—2024《医院洁净护理与隔离单元建筑技术标准》规范了重症监护单元、易感染患者护理单元和负压洁净隔离单元的建设要求,提出以安全、适用、经济、节能和环保的原则满足卫生学要求。本文解读了该标准有关分级、功能分区、平面布局、通风空调系统及技术参数的条文,解释了标准亮点,解析了一些容易引起困惑或误解的技术要点。 展开更多
关键词 医院 洁净护理与隔离单元 标准解读 功能分区 平面布局 设计参数 技术要点
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皖江流域史前玉器纹样功能性设计研究
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作者 朱铁军 黄笑歌 《安徽理工大学学报(社会科学版)》 2025年第2期85-93,共9页
皖江流域作为长江下游文化矩阵的关键构成,以其史前玉文化著称,其独特纹饰艺术在华夏玉文化中独树一帜。精妙的皖江流域史前玉器纹样,承载着深厚的文化积淀,既见证了卓越的工艺成就,亦映射出当时社会的宗教观念、社会组织与文化认同。... 皖江流域作为长江下游文化矩阵的关键构成,以其史前玉文化著称,其独特纹饰艺术在华夏玉文化中独树一帜。精妙的皖江流域史前玉器纹样,承载着深厚的文化积淀,既见证了卓越的工艺成就,亦映射出当时社会的宗教观念、社会组织与文化认同。文章通过聚焦皖江流域史前玉器纹样特征开展详尽的类型学分析,并对其功能设计和象征主义进行解读,旨在揭示纹样在装饰美学、生态寓意、宗教象征和精神标识等方面的多维功能,并进一步解构其含蕴的文化深意与社会价值,凸显该地域史前文明的无尽韵味,为整体理解中国长江下游史前玉文化的演变轨迹和传播路径提供有益参考。 展开更多
关键词 皖江流域 新石器时代晚期遗址 玉器纹样 功能设计 文化意涵
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医疗建筑功能模块的参数化设计与表达研究
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作者 张远平 夏志伟 +1 位作者 王加彪 吉正文 《中国医院建筑与装备》 2025年第3期26-35,共10页
针对医疗工艺的设计方法和工具研究较少的现状下,提出了一种医疗工艺参数化设计思路。将参数化设计思维植入医疗工艺设计过程中,对医疗工艺进行概念梳理、数据归纳、参数化转译等工作,在此基础上进行医疗工艺功能模块的参数化设计工具研... 针对医疗工艺的设计方法和工具研究较少的现状下,提出了一种医疗工艺参数化设计思路。将参数化设计思维植入医疗工艺设计过程中,对医疗工艺进行概念梳理、数据归纳、参数化转译等工作,在此基础上进行医疗工艺功能模块的参数化设计工具研发,实现传统二维的且数据不可读的医疗工艺功能模块向参数联动、自适应调整、数据可视的参数化模块升级。 展开更多
关键词 医疗建筑 医疗工艺 功能模块 参数化设计 可视化
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基于学生需求的高校学生宿舍功能复合化设计研究——以国内十所高校新建宿舍为例
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作者 劳燕青 彭义洁 《华中建筑》 2025年第3期67-71,共5页
在教育理念不断发展的背景下,打破传统高校宿舍单一的居住功能、功能复合化设计已经成为必然趋势。该文结合国内新建高校宿舍的现状考察与在校学生对宿舍多元功能需求的调研,揭示目前高校学生宿舍设计存在的问题与面临的挑战,并基于调... 在教育理念不断发展的背景下,打破传统高校宿舍单一的居住功能、功能复合化设计已经成为必然趋势。该文结合国内新建高校宿舍的现状考察与在校学生对宿舍多元功能需求的调研,揭示目前高校学生宿舍设计存在的问题与面临的挑战,并基于调研结论,以回应学生的实际需求、满足学生发展需要为目标,归纳总结了宿舍功能复合化设计的配置类型及要素构成,并针对性地从面积配置、复合方式、使用方式等方面提出应对策略,旨在为相关设计实践提供思路,助力高校学生宿舍育人功能的达成。 展开更多
关键词 学生需求 高校学生宿舍 功能复合化 设计策略
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防屈曲支撑-钢筋混凝土框架结构基于韧性的抗震设计方法研究
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作者 马恺泽 李兰欣 +1 位作者 邢国华 陈韵如 《振动与冲击》 北大核心 2025年第7期146-154,共9页
为实现防屈曲支撑-钢筋混凝土(buckling-restrained braced reinforced concrete,BRB-RC)框架结构基于韧性的抗震设计,引入韧性水平量化指标,建立建筑抗震韧性等级的分级,提出利用功能损失控制韧性指标的计算假定,并建立建筑多层级功能... 为实现防屈曲支撑-钢筋混凝土(buckling-restrained braced reinforced concrete,BRB-RC)框架结构基于韧性的抗震设计,引入韧性水平量化指标,建立建筑抗震韧性等级的分级,提出利用功能损失控制韧性指标的计算假定,并建立建筑多层级功能损失量化关系,提出根据建筑功能损失控制构件损伤及工程需求参数的方法。依据BRB-RC框架结构的受力机制,提出其基于韧性的抗震设计方法并建立设计流程。将设计方法应用于一幢5层的BRB-RC框架结构的抗震设计并进行罕遇地震作用下的弹塑性时程分析。分析结果表明,结构的层间位移角和层间剪力分布均满足设计要求,所提出的方法能实现预期的抗震韧性目标。 展开更多
关键词 建筑抗震韧性 防屈曲支撑(BRB) 钢筋混凝土(RC)框架结构 抗震设计 功能损失
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数字经济背景下超大城市住区中的办公新模式及其影响效应——以上海为例
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作者 庞磊 陆希刚 农美琪 《住宅科技》 2025年第2期9-16,共8页
伴随着数字经济推动下的产业转型,在住区中办公的可能性越来越大。超大城市住区中正在发生的功能转换、转型,对城市功能组织、职住关系将产生渐进的累积影响,对当前的规划、建设、运营提出新的要求。文章在宏观行业、职业调研的基础上,... 伴随着数字经济推动下的产业转型,在住区中办公的可能性越来越大。超大城市住区中正在发生的功能转换、转型,对城市功能组织、职住关系将产生渐进的累积影响,对当前的规划、建设、运营提出新的要求。文章在宏观行业、职业调研的基础上,并通过对上海典型住区居民问卷调研和半结构化深入访谈,从微观需求侧居民行为决策视角探究住区办公现象及其影响,旨在为精准的规划与设计响应提供基础研究。研究发现住区办公及其影响效应主要体现在:功能转换与转型、设施配置、空间配置与变化趋势等方面。 展开更多
关键词 居家办公 住区工作室办公 功能转换 功能转型 规划设计
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基于伽马函数的洪水频率适线方法研究
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作者 刘媛媛 刘正风 +2 位作者 刘业森 李匡 刘舒 《中国防汛抗旱》 2025年第3期35-38,85,共5页
在工程规划设计中,普遍采用P-Ⅲ曲线来计算设计洪水。然而,近年来全球气候变化导致实测洪峰流量频繁突破历史纪录,因此从工程安全角度出发,需要调整频率曲线,使其更倾向于大值区。传统上,这种调整是通过改变CV与CS的比值来实现的,但这... 在工程规划设计中,普遍采用P-Ⅲ曲线来计算设计洪水。然而,近年来全球气候变化导致实测洪峰流量频繁突破历史纪录,因此从工程安全角度出发,需要调整频率曲线,使其更倾向于大值区。传统上,这种调整是通过改变CV与CS的比值来实现的,但这种方法会导致曲线扭曲和变形,从而偏离理想形状。基于此,提出一种新的方法:基于伽马函数,对大值区进行适当加密,并利用伽马函数的反函数自动进行曲线拟合。这种方法不仅能够保持P-Ⅲ曲线的合理形状,确保曲线与频率点的吻合度较好,还能实现P-Ⅲ曲线向历史大值区的偏移,从而更准确地反映洪水风险。此外,这种方法还显著提高了工作效率和计算精度,为工程设计提供了更为科学和精确的洪水计算依据。 展开更多
关键词 设计洪水 洪水频率 伽马函数 频率曲线
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重新思考工业微小缺陷检测中的掩模降采样和回归损失函数
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作者 李刚 邵瑞 +3 位作者 李敏 万洪林 周鸣乐 韩德隆 《计算机辅助设计与图形学学报》 北大核心 2025年第1期176-184,共9页
针对PCB在生产过程中会出现短路、漏孔等缺陷,已有的损失函数和降采样算法存在定位不准确等导致缺陷检测收敛缓慢、检测结果不准确的问题,提出了一种基于掩模降采样和微小缺陷交并比损失的一阶段缺陷检测器.首先,提出基于面积损失的微... 针对PCB在生产过程中会出现短路、漏孔等缺陷,已有的损失函数和降采样算法存在定位不准确等导致缺陷检测收敛缓慢、检测结果不准确的问题,提出了一种基于掩模降采样和微小缺陷交并比损失的一阶段缺陷检测器.首先,提出基于面积损失的微小缺陷交并比损失函数,以进行更精确的微小缺陷回归定位;其次,提出基于动态掩模的降采样算法,以利于检测器在缩小参数矩阵尺寸过程中自动筛选重要特征、次要特征和噪声特征,提升缺陷检测器的特征提取能力.实验结果表明,提出的缺陷检测器在北京大学PCB缺陷数据集和Deep PCB数据集上可分别达到98.50%的mAP和99.02%的mAP,优于对比算法;提出的降采样算法使YOLOv5等检测器的mAP在北京大学PCB数据集中提升了1.6个百分点,提出的损失函数有利于YOLOv3和YOLOv4等检测器提升其在2个数据集上的检测准确率,展现出良好的鲁棒性. 展开更多
关键词 损失函数设计 降采样 缺陷检测 目标检测
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