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Design of Retarded Fractional Delay Differential Systems Using the Method of Inequalities 被引量:2
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作者 Suchin Arunsawatwong Van Quang Nguyen 《International Journal of Automation and computing》 EI 2009年第1期22-28,共7页
Methods based on numerical optimization are useful and effective in the design of control systems. This paper describes the design of retarded fractional delay differential systems (RFDDSs) by the method of inequali... Methods based on numerical optimization are useful and effective in the design of control systems. This paper describes the design of retarded fractional delay differential systems (RFDDSs) by the method of inequalities, in which the design problem is formulated so that it is suitable for solution by numerical methods. Zakian's original formulation, which was first proposed in connection with rational systems, is extended to the case of RFDDSs. In making the use of this formulation possible for RFDDSs, the associated stability problems are resolved by using the stability test and the numerical algorithm for computing the abscissa of stability recently developed by the authors. During the design process, the time responses are obtained by a known method for the numerical inversion of Laplace transforms. Two numerical examples are given, where fractional controllers are designed for a time-delay and a heat-conduction plants. 展开更多
关键词 Fractional systems systems with time-delays control systems design method of inequalities design formulation parameter optimization.
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The Complex System Modeling Method Based on Uniform Design and Neural Network 被引量:1
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作者 Zhang Yong(Beijing Simulation Center, P.O.Box 142-23, Beijing 100854, P.R. China) 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1996年第4期27-36,共10页
In this paper, the method based on uniform design and neural network is proposed to model the complex system. In order to express the system characteristics all round, uniform design method is used to choose the model... In this paper, the method based on uniform design and neural network is proposed to model the complex system. In order to express the system characteristics all round, uniform design method is used to choose the modeling samples and obtain the overall information of the system;for the purpose of modeling the system or its characteristics, the artificial neural network is used to construct the model. Experiment indicates that this method can model the complex system effectively. 展开更多
关键词 Modeling method Uniform design Neural network Complex system Simulation.
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A Decision Support Framework for the Choice of Languages and Methods for the Design of Real Time Embedded Systems
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作者 Valéry M. Monthe Laurent Nana +1 位作者 Georges E. Kouamou Claude Tangha 《Journal of Software Engineering and Applications》 2016年第7期353-397,共45页
The choice of methods or design languages is a crucial phase in the development of systems and software, also for real time and embedded systems. An open question that remains in the design of these types of systems i... The choice of methods or design languages is a crucial phase in the development of systems and software, also for real time and embedded systems. An open question that remains in the design of these types of systems is to build a method, or to choose one among those existing, capable to cover the life cycle of a project, and particularly the development phases. This article contributes to answer the question, by proposing an approach based on a multi-criteria comparative study, of few languages and methods dedicated to the design of real time and embedded systems. The underlying objective of this work is to present to designers a wide range of approaches, and elements that can guide their choices. In order to reach this goal, we propose different comparison criteria. Each criterion is divided into sub-criteria, so that the designers can refine their choices according to the qualities they prefer and wish to have in the method or language. We also define a rating scale which is used to assess the retained languages and methods. The scores obtained from this assessment are presented in tables, one table per criterion, followed by a summary table giving the overall scores. Graphics built from these tables are provided and intend to facilitate the judgement and thus the choice of the designers. 展开更多
关键词 design method Modelling Language Real-Time system Embedded system Comparison Criteria
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Design and operation problems related to water curtain system forunderground water-sealed oil storage caverns 被引量:7
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作者 Zhongkui Li Baoqi Lu +2 位作者 Jing Zou Bin Xu Zhizeng Zhang 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2016年第5期689-696,共8页
The underground water-sealed storage technique is critically important and generally accepted for the national energy strategy in China. Although several small underground water-sealed oil storage caverns have been bu... The underground water-sealed storage technique is critically important and generally accepted for the national energy strategy in China. Although several small underground water-sealed oil storage caverns have been built in China since the 1970s, there is still a lack of experience for large-volume underground storage in complicated geological conditions. The current design concept of water curtain system and the technical instruction for system operation have limitations in maintaining the stability of surrounding rock mass during the construction of the main storage caverns, as well as the long-term stability. Although several large-scale underground oil storage projects are under construction at present in China, the design concepts and construction methods, especially for the water curtain system, are mainly based on the ideal porosity medium flow theory and the experiences gained from the similar projects overseas. The storage projects currently constructed in China have the specific features such as huge scale, large depth, multiple-level arrangement, high seepage pressure, complicated geological conditions, and high in situ stresses, which are the challenging issues for the stability of the storage caverns. Based on years’ experiences obtained from the first large-scale (millions of cubic meters) underground water-sealed oil storage project in China, some design and operation problems related to water curtain system during project construction are discussed. The drawbacks and merits of the water curtain system are also presented. As an example, the conventional concept of “filling joints with water” is widely used in many cases, as a basic concept for the design of the water curtain system, but it is immature. In this paper, the advantages and disadvantages of the conventional concept are pointed out, with respect to the long-term stability as well as the safety of construction of storage caverns. Finally, new concepts and principles for design and construction of the underground water-sealed oil storage caverns are proposed. 展开更多
关键词 Underground water-sealed oil storage caverns Water curtain system design concept and method Cavern stability and safety
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Reliability Design for Impact Vibration of Hydraulic Pressure Pipeline Systems 被引量:17
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作者 ZHANG Tianxiao LIU Xinhui 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第5期1050-1055,共6页
The research of reliability design for impact vibration of hydraulic pressure pipeline systems is still in the primary stage,and the research of quantitative reliability of hydraulic components and system is still inc... The research of reliability design for impact vibration of hydraulic pressure pipeline systems is still in the primary stage,and the research of quantitative reliability of hydraulic components and system is still incomplete.On the condition of having obtained the numerical characteristics of basic random parameters,several techniques and methods including the probability statistical theory,hydraulic technique and stochastic perturbation method are employed to carry out the reliability design for impact vibration of the hydraulic pressure system.Considering the instantaneous pressure pulse of hydraulic impact in pipeline,the reliability analysis model of hydraulic pipeline system is established,and the reliability-based optimization design method is presented.The proposed method can reflect the inherent reliability of hydraulic pipe system exactly,and the desired result is obtained.The reliability design of hydraulic pipeline system is achieved by computer programs and the reliability design information of hydraulic pipeline system is obtained.This research proposes a reliability design method,which can solve the problem of the reliability-based optimization design for the hydraulic pressure system with impact vibration practically and effectively,and enhance the quantitative research on the reliability design of hydraulic pipeline system.The proposed method has generality for the reliability optimization design of hydraulic pipeline system. 展开更多
关键词 hydraulic pressure impact vibration systems probability perturbation method reliability design
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An IPC-based Prolog design pattern for integrating backward chaining inference into applications or embedded systems 被引量:2
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作者 Li Guoqi Shao Yuanxun +1 位作者 Hong Sheng Liu Bin 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2014年第6期1571-1577,共7页
Prolog is one of the most important candidates to build expert systems and AI-related programs and has potential applications in embedded systems. However, Prolog is not suitable to develop many kinds of components, s... Prolog is one of the most important candidates to build expert systems and AI-related programs and has potential applications in embedded systems. However, Prolog is not suitable to develop many kinds of components, such as data acquisition and task scheduling, which are also crucial. To make the best use of the advantages and bypass the disadvantages, it is attractive to integrate Prolog with programs developed by other languages. In this paper, an IPC-based method is used to integrate backward chaining inference implemented by Prolog into applications or embedded systems. A Prolog design pattern is derived from the method for reuse, whose principle and definition are provided in detail. Additionally, the design pattern is applied to a target system, which is free software, to verify its feasibility. The detailed implementation of the application is given to clarify the design pattern. The design pattern can be further applied to wide range applications and embedded systems and the method described in this paper can also be adopted for other logic programming languages. 展开更多
关键词 Backward chaining inference design method Embedded systems Inference engines Inter-process communication Prolog
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Design Scheme of New Type Shell Raising and Feeding System of Medium-large Caliber Naval Gun
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作者 SONG Hong-xia,HU Sheng-hai,LUO A-niCollege of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin 150001 ,China 《哈尔滨工程大学学报(英文版)》 2002年第2期55-61,共7页
The medium -large caliber naval gun is still playing an important role in modern war. The development of highly automatic Shell Raising and Feeding System (SRFS) in the world has been briefly outlined. Several typical... The medium -large caliber naval gun is still playing an important role in modern war. The development of highly automatic Shell Raising and Feeding System (SRFS) in the world has been briefly outlined. Several typical SRFS of medium-large caliber naval guns have been analyzed. A re-design of the system is introduced, in which systematic design method has been used to demonstrate its feasibility. The design goal of the system is to realize rapid shell feeding, with application to many types of shells, quick change of shell types , accurate and reliable feeding operation, simple mechanical structure and easy realization of shell withdrawing. 展开更多
关键词 the medium-large CALIBER naval gun SHELL RAISING and FEEDING system systematic design method.
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OPTIMUM DESIGN BASED ON RELIABILITY IN STOCHASTIC STRUCTURE SYSTEMS 被引量:1
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作者 安伟光 孙克淋 +2 位作者 陈卫东 王滨生 蔡荫林 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2005年第10期1293-1302,共10页
The optimum design method based on the reliability is presented to the stochastic structure systems (i. e., the sectional area, length, elastic module and strength of the structural member are random variables ) und... The optimum design method based on the reliability is presented to the stochastic structure systems (i. e., the sectional area, length, elastic module and strength of the structural member are random variables ) under the random loads. The sensitivity expression of system reliability index and the safety margins were presented in the stochastic structure systems. The optimum vector method was given. First, the expressions of the reliability index of the safety margins with the improved first-order second-moment and the stochastic finite element method were deduced, and then the expressions of the systemic failure probability by probabilistic network evaluation technique(PNET) method were obtained. After derivation calculus ,the expressions of the sensitivity analysis for the system reliability were obtained. Moreover, the optimum design with the optimum vector algorithm was undertaken. In the optimum iterative procedure, the gradient step and the optimum vector step were adopted to calculate. At the last, a numerical example was provided to illustrate that the method is efficient in the calculation, stably converges and fits the application in engineering. 展开更多
关键词 stochastic structure system RELIABILITY sensitivity analysis optimum vector method optimum design
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The Ultimate Anti-Seismic Design Method
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作者 Ioannis N. Lymperis 《Open Journal of Civil Engineering》 2023年第4期771-801,共31页
The design mechanisms and methods of the invention are intended to minimize problems related to the safety of structures in the event of natural phenomena such as earthquakes, tornadoes, and strong winds. It is achiev... The design mechanisms and methods of the invention are intended to minimize problems related to the safety of structures in the event of natural phenomena such as earthquakes, tornadoes, and strong winds. It is achieved by controlling the deformations of the structure. Damage and deformation are closely related concepts since the control of deformations also controls the damage. The design method of applying artificial compression to the ends of all longitudinal reinforced concrete walls and, at the same time, connecting the ends of the walls to the ground using ground anchors placed at the depths of the boreholes, transfers the inertial stresses of the structure in the ground, which reacts as an external force in the structure’s response to seismic displacements. The wall with the artificial compression acquires dynamic, larger active cross-section and high axial and torsional stiffness, preventing all failures caused by inelastic deformation. By connecting the ends of all walls to the ground, we control the eigenfrequency of the structure and the ground during each seismic loading cycle, preventing inelastic displacements. At the same time, we ensure the strong bearing capacity of the foundation soil and the structure. By designing the walls correctly and placing them in proper locations, we prevent the torsional flexural buckling that occurs in asymmetrical floor plans, and metal and tall structures. Compression of the wall sections at the ends and their anchoring to the ground mitigates the transfer of deformations to the connection nodes, strengthens the wall section in terms of base shear force and shear stress of the sections, and increases the strength of the cross-sections to the tensile at the ends of the walls by introducing counteractive forces. The use of tendons within the ducts prevents longitudinal shear in the overlay concrete, while anchoring the walls to the foundation not only dissipates inertial forces to the ground but also prevents rotation of the walls, thus maintaining the structural integrity of the beams. The prestressing at the bilateral ends of the walls restores the structure to its original position even inelastic displacements by closing the opening of the developing cracks. 展开更多
关键词 ULTIMATE Control-system ANTI-SEISMIC EARTHQUAKES CONSTRUCTION method design
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A Shortcut for Extricating System Development from Predicament-by Means of Object-oriented Methods
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作者 潘启澍 安实 +1 位作者 王福胜 张宝祥 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1996年第3期92-95,共4页
Three main problems in system development and the plight of the system development are analyzed and discussed. Finally a practical and formalized method-object-oriented method is proposed to extncate the system develo... Three main problems in system development and the plight of the system development are analyzed and discussed. Finally a practical and formalized method-object-oriented method is proposed to extncate the system development from the predicament. 展开更多
关键词 ss: OBJECT-ORIENTED method (o-o method) RELATIONAL system system developing system design
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Design of flying vehicle control system by signal to noise ratio
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作者 孙龙大 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2001年第1期63-68,共6页
Presents the new concept of ″Desired to be small″ based on the basic function of vehicle flight control system for an optimal design of flying vehicle control system, and the definition of S/N ratio and calculation ... Presents the new concept of ″Desired to be small″ based on the basic function of vehicle flight control system for an optimal design of flying vehicle control system, and the definition of S/N ratio and calculation formula for ″Desired to be small″ dynamic characteristics, and the S/N ratio method established for design of velicle flight control systems, by which, an orthogrnal table is used to arrange test schemes, and error facters are used to simulate various interferences, and the use of S/N ratio as a design criterion to synthesise the design of dynamic and static characteristics for definition of an optimal scheme, the application of S/N ratio method to the design of a type of vehicle control system and the single run success abtained in design of control system, technical evaluation test and design finalization flight test. 展开更多
关键词 S/N ratio method control system dynamic characteristics static characteristics parameter design
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核安全级DCS系统SVDU设计检查方法研究
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作者 王飞 李强 +4 位作者 何伟 王顺冰 姚映帆 金雪莲 邓小军 《工业控制计算机》 2026年第2期44-45,47,共3页
SVDU作为核安全级DCS系统的关键部件,其设计质量直接影响着系统的可靠性和安全性,进而影响到核电厂的安全稳定运行。采用了排列图法从以往项目中寻找出了影响SVDU设计质量的关键因素,结合平台特性设计了一套完善的检查方法,特别是对于... SVDU作为核安全级DCS系统的关键部件,其设计质量直接影响着系统的可靠性和安全性,进而影响到核电厂的安全稳定运行。采用了排列图法从以往项目中寻找出了影响SVDU设计质量的关键因素,结合平台特性设计了一套完善的检查方法,特别是对于影响质量的A、B、C类因素进行专项检查,确保影响设计质量的主要因素被有效降低。采用自主研发的软件工具,将数据导出和实现自动检查,极大地提高检查效率和质量。经过工程实践的应用,进一步证实了检查方法的可行性和准确性,为核安全级DCS系统SVDU设计质量提供了有效的支撑和保障。 展开更多
关键词 核安全级DCS 排列图法 设计质量
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旋翼翼型气动设计与评估软件HRADesign 被引量:4
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作者 孙俊峰 卢风顺 +3 位作者 黄勇 江雄 牟斌 许勇 《空气动力学学报》 CSCD 北大核心 2021年第4期59-68,共10页
HRADesign系统作为通用旋翼翼型气动设计和评估系统,研制目的主要是为工业设计环境提供通用、高效、鲁棒的优化设计架构,应用于各类旋翼翼型族的设计,提高旋翼翼型设计的效率和精度,以满足先进直升机对高性能旋翼翼型的迫切需求。旋翼... HRADesign系统作为通用旋翼翼型气动设计和评估系统,研制目的主要是为工业设计环境提供通用、高效、鲁棒的优化设计架构,应用于各类旋翼翼型族的设计,提高旋翼翼型设计的效率和精度,以满足先进直升机对高性能旋翼翼型的迫切需求。旋翼翼型设计技术是直升机旋翼设计的核心技术,旋翼翼型的优化设计具有多点、多目标、强约束的特点。HRADesign系统针对旋翼翼型设计的特点,发展了多目标进化算法、PCA多目标降维技术、Kriging代理模型、基于CST方法的翼型参数化技术以及高精度CFD等优化设计技术,构建了基于进化算法的多目标优化流程。通过详细介绍平台的系统架构、主要的功能模块以及多目标优化流程,展现了系统架构设计的灵活性和功能模块的完备性。通过ADODG基准测试算例、某厚度旋翼翼型常规多目标优化算例和考虑多目标降维的优化算例进行了系统功能验证,优化结果表明,在满足约束的条件下,优化后的旋翼翼型和基准翼型相比,综合性能都有明显改善,验证了优化设计系统的有效性、可靠性。 展开更多
关键词 旋翼翼型 翼型设计 CST方法 气动设计 系统架构 多目标优化
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轨道交通列控系统云安全技术研究综述
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作者 宋宗莹 徐丽媛 +3 位作者 王文斌 李亚楠 李然 马连川 《铁道通信信号》 2026年第1期1-13,共13页
云计算技术可为不断提升的轨道交通运输需求以及列控系统追求更高性能的诉求,提供算力、虚拟化、资源共享等技术支撑。为此,有必要对列控系统安全计算机云化部署的技术适配性进行系统性研究和分析。聚焦云平台架构设计、地理冗余机制、... 云计算技术可为不断提升的轨道交通运输需求以及列控系统追求更高性能的诉求,提供算力、虚拟化、资源共享等技术支撑。为此,有必要对列控系统安全计算机云化部署的技术适配性进行系统性研究和分析。聚焦云平台架构设计、地理冗余机制、时空独立性保障、安全编码技术,以及故障诊断与监测体系演化等技术维度,系统梳理列控系统安全计算机云化的现有技术实现路径,分析其优势及局限性。研究发现,在实现云安全关键技术的基础上,未来需重点突破虚拟化层确定性保障、跨安全域互操作等核心瓶颈,建立跨安全等级和跨安全技术要求的方法,为列控系统这类安全苛求系统的开发与认证提供支撑,为制定分阶段云迁移策略提供理论依据。该研究为轨道交通云控制系统的标准化建设与工程化落地提供了系统性技术参考。 展开更多
关键词 云计算 云安全 列控系统 安全计算机平台 冗余架构 虚拟化 独立性设计 程序序列监测
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面向农机产品的概念设计方案评价
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作者 曹东升 熊宗慧 +1 位作者 何志琪 胡平平 《机械设计与制造》 北大核心 2026年第2期1-6,共6页
针对农业机械产品概念设计方案决策过程中主观性与不确定性的问题,提出一种基于物元可拓法的农业机械概念设计方案评价方法。综合考虑农机产品的设计特点、可制造性和用户需求,构建了以功能指标、技术指标、可靠性指标、经济指标和环境... 针对农业机械产品概念设计方案决策过程中主观性与不确定性的问题,提出一种基于物元可拓法的农业机械概念设计方案评价方法。综合考虑农机产品的设计特点、可制造性和用户需求,构建了以功能指标、技术指标、可靠性指标、经济指标和环境指标为1级指标的农机产品概念设计方案评价指标体系,通过可拓层次分析法与CRITIC相结合的综合赋权法对评价指标进行赋权。采用物元可拓法建立概念设计方案物元模型,通过关联函数计算,得到方案综合优度排序和单项指标的关联度对比,以两套青贮机概念设计方案为例进行综合评价,得到最优方案以及方案中各指标关联度。实例证明该方法的有效性与实用性,可以为农业机械概念设计方案的优选和后续改进提供参考。 展开更多
关键词 物元可拓法 概念设计方案 农业机械 指标体系
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复杂管道流量测量系统的优化设计
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作者 蒋少玖 杨贺贺 +3 位作者 张璐 张乐 张东 杨树坤 《化工自动化及仪表》 2026年第1期48-53,共6页
基于超声波时差法,优化设计一种流量测量系统,用于测量内衬橡胶管道的流量。流量标定与检定测试结果表明:测量系统在120℃高温环境下可稳定可靠工作;在0~300 m^(3)/d流量测量范围内,检定值相较于标准值最大引用误差为2.38%,可达到测量... 基于超声波时差法,优化设计一种流量测量系统,用于测量内衬橡胶管道的流量。流量标定与检定测试结果表明:测量系统在120℃高温环境下可稳定可靠工作;在0~300 m^(3)/d流量测量范围内,检定值相较于标准值最大引用误差为2.38%,可达到测量准确度2.5等级。 展开更多
关键词 超声波时差法 流量测量系统 衬胶管道 优化设计
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轨道交通钢弹簧隔振器损伤参数对动力响应的影响
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作者 付伟庆 狄会霖 +1 位作者 赵亮 王建 《土木与环境工程学报(中英文)》 北大核心 2026年第1期194-201,共8页
城市轨道交通结构中,弹簧隔振器在疲劳作用下会出现刚度减小、损伤和吊空现象,作为隐蔽部件,其损伤很难被巡检发现。严重的弹簧隔振器损伤或连续数量较大的隔振器损伤将影响行车安全,但目前对轨道支承结构的研究主要针对扣件和轨枕,对... 城市轨道交通结构中,弹簧隔振器在疲劳作用下会出现刚度减小、损伤和吊空现象,作为隐蔽部件,其损伤很难被巡检发现。严重的弹簧隔振器损伤或连续数量较大的隔振器损伤将影响行车安全,但目前对轨道支承结构的研究主要针对扣件和轨枕,对钢弹簧的研究较少。采用试验方法进行研究需要更换损伤后的弹簧,对行车安全带来不利影响,因此,利用有限元模型,设置不同损伤的钢弹簧进行研究。应用ABAQUS有限元软件,建立车辆-轨道耦合模型,选取某沿海城市地铁区段浮置板实测振动数据对模型进行验证。对钢弹簧损伤进行设置,若采用全面试验,设置所有工况组合,则时间成本会大大增加,因此采用均匀设计法对弹簧隔振器不同损伤数量、不同损伤程度和不同损伤位置工况进行参数试验设计,通过模型模拟计算量化各损伤参数对浮置板振动响应的影响程度。结果表明:对浮置板加速度和位移影响最大的是弹簧隔振器的损伤位置,影响权重分别为50%和49.3%;其次是损伤数量,影响权重分别为28.4%和27.9%;最后是损伤程度,影响权重分别为21.6%和22.8%。可见,浮置板损伤位置对其振动响应最大,其次是钢弹簧损伤数量,最后是钢弹簧损伤程度。 展开更多
关键词 轨道交通 弹簧隔振器 车辆-轨道耦合模型 均匀设计法 损伤参数
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高等级生物安全实验室空调系统压差风量计算方法探讨
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作者 董雷 李瑞杰 王石传 《暖通空调》 2026年第2期173-178,共6页
压差风量是空调系统设计中重要的设计参数,高等级生物安全实验室围护结构气密性较高,对其压差风量的计算影响较大。本文以某新建高等级生物安全实验室为研究对象,以房间压差风量实测值为参考,对现有各压差风量计算方法进行了对比分析,... 压差风量是空调系统设计中重要的设计参数,高等级生物安全实验室围护结构气密性较高,对其压差风量的计算影响较大。本文以某新建高等级生物安全实验室为研究对象,以房间压差风量实测值为参考,对现有各压差风量计算方法进行了对比分析,探讨了现有方法的适用性,并探究了更适用的方法。 展开更多
关键词 高等级生物安全实验室 空调系统设计 压差风量 缝隙法 围护结构气密性
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中美技术标准楼梯间加压送风系统风量计算方法对比分析
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作者 崔跃 杨亚博 李俊昆 《暖通空调》 2026年第1期187-192,共6页
聚焦疏散楼梯间加压送风系统设计,对比分析了中美两国现行相关技术标准在设计目标、风量计算模式与方法,以及压差、风速、设计开启门数量等方面规定的异同。认为中国标准中有关内容存在一些需要修改完善的问题,美国标准所采用的设计方... 聚焦疏散楼梯间加压送风系统设计,对比分析了中美两国现行相关技术标准在设计目标、风量计算模式与方法,以及压差、风速、设计开启门数量等方面规定的异同。认为中国标准中有关内容存在一些需要修改完善的问题,美国标准所采用的设计方法较为科学合理,值得学习借鉴。 展开更多
关键词 楼梯间加压送风系统 设计目标 风量计算模式与方法 孔板方程 压差 风速 设计开启门数量 CONTAM
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Optimization of Bearing Locations for Maximizing First Mode Natural Frequency of Motorized Spindle-Bearing Systems Using a Genetic Algorithm 被引量:5
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作者 Chi-Wei Lin 《Applied Mathematics》 2014年第14期2137-2152,共16页
This paper has developed a genetic algorithm (GA) optimization approach to search for the optimal locations to install bearings on the motorized spindle shaft to maximize its first-mode natural frequency (FMNF). First... This paper has developed a genetic algorithm (GA) optimization approach to search for the optimal locations to install bearings on the motorized spindle shaft to maximize its first-mode natural frequency (FMNF). First, a finite element method (FEM) dynamic model of the spindle-bearing system is formulated, and by solving the eigenvalue problem derived from the equations of motion, the natural frequencies of the spindle system can be acquired. Next, the mathematical model is built, which includes the objective function to maximize FMNF and the constraints to limit the locations of the bearings with respect to the geometrical boundaries of the segments they located and the spacings between adjacent bearings. Then, the Sequential Decoding Process (SDP) GA is designed to accommodate the dependent characteristics of the constraints in the mathematical model. To verify the proposed SDP-GA optimization approach, a four-bearing installation optimazation problem of an illustrative spindle system is investigated. The results show that the SDP-GA provides well convergence for the optimization searching process. By applying design of experiments and analysis of variance, the optimal values of GA parameters are determined under a certain number restriction in executing the eigenvalue calculation subroutine. A linear regression equation is derived also to estimate necessary calculation efforts with respect to the specific quality of the optimization solution. From the results of this illustrative example, we can conclude that the proposed SDP-GA optimization approach is effective and efficient. 展开更多
关键词 Optimal design Motorized SPINDLE system design Finite Element method Genetic Algorithm FIRST MODE Natural Frequency
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