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Optimum Weight Design of Functionally Graded Material Gears 被引量:8
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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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Design of Optimal Weight for a Gear Transmission System Using Hybrid Taguchi-Genetic Algorithm 被引量:5
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作者 CHEN Jie WU Shijing HSIEH Chenhuei 《Wuhan University Journal of Natural Sciences》 CAS 2012年第4期331-336,共6页
The gear transmission system has been widely applied in mechanical systems,and many high-performance applications of these systems require low weight.With the aid of establishing the optimization model of the gear tra... The gear transmission system has been widely applied in mechanical systems,and many high-performance applications of these systems require low weight.With the aid of establishing the optimization model of the gear transmission system that consists of an objective function and some constraints(for example,the bending stress,the contact stress,the torsional strength,etc.),the optimal weight design of the gear transmission system can be transformed into the optimization problem for the objective function under the constraints.Moreover,both the shaft and the gear of the gear transmission system are considered simultaneously in our design.The hybrid Taguchi-genetic algorithm(HTGA)is employed to find the optimal design variables and the optimal weight of the system.An illustrated example for the single spur gear reducer is given to show that the optimal weight design problem can be successfully solved using the proposed design scheme.It also proves the high efficiency and feasibility of the algorithm in the gear design. 展开更多
关键词 hybrid Taguchi-genetic algorithm(HTGA) optimal design gear transmission systems optimal weight design
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Light-Weight Design Method for Force-Performance-Structure of Complex Structural Part Based Co-operative Optimization 被引量:4
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作者 Ya-Li Ma Jian-Rong Tan +1 位作者 De-Lun Wang Zi-Zhe Liu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2018年第2期115-123,共9页
A light?weight design method of integrated structural topology and size co?optimization for the force?performance?structure of complex structural parts is presented in this paper. Firstly, the supporting function of a... A light?weight design method of integrated structural topology and size co?optimization for the force?performance?structure of complex structural parts is presented in this paper. Firstly, the supporting function of a complex structural part is built to map the force transmission, where the force exerted areas and constraints are considered as connecting structure and the structural configuration, to determine the part performance as well as the force routines. Then the connecting structure design model, aiming to optimize the static and dynamic performances on connection configuration, is developed, and the optimum design of the characteristic parameters is carried out by means of the collaborative optimization method, namely, the integrated structural topology optimization and size optimization. In this design model, the objective is to maximize the connecting stiffness. Based on the relationship between the force and the structural configuration of a part, the optimal force transmission routine that can meet the performance requirements is obtained using the structural topology optimization technology. Accordingly, the light?weight design of conceptual configuration for complex parts under multi?objective and multi?condition can be realized. Finally, based on the proposed collaborative optimization design method, the optimal performance and optimal structure of the complex parts with light weight are realized, and the reasonable structural unit configuration and size charac?teristic parameters are obtained. A bed structure of gantry?type machining center is designed by using the proposed light?weight structure design method in this paper, as an illustrative example. The bed after the design optimization is lighter 8% than original one, and the rail deformation is reduced by 5%. Moreover, the lightweight design of the bed is achieved with enhanced performance to show the effectiveness of the proposed method. 展开更多
关键词 Light?weight design Part structure Topology optimization Size optimization FORCE PERFORMANCE
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Frequency Weighting Filter Design for Automotive Ride Comfort Evaluation 被引量:3
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作者 DU Feng 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2016年第4期727-738,共12页
Few study gives guidance to design weighting filters according to the frequency weighting factors,and the additional evaluation method of automotive ride comfort is not made good use of in some countries.Based on the ... Few study gives guidance to design weighting filters according to the frequency weighting factors,and the additional evaluation method of automotive ride comfort is not made good use of in some countries.Based on the regularities of the weighting factors,a method is proposed and the vertical and horizontal weighting filters are developed.The whole frequency range is divided several times into two parts with respective regularity.For each division,a parallel filter constituted by a low-and a high-pass filter with the same cutoff frequency and the quality factor is utilized to achieve section factors.The cascading of these parallel filters obtains entire factors.These filters own a high order.But,low order filters are preferred in some applications.The bilinear transformation method and the least P-norm optimal infinite impulse response(IIR)filter design method are employed to develop low order filters to approximate the weightings in the standard.In addition,with the window method,the linear phase finite impulse response(FIR)filter is designed to keep the signal from distorting and to obtain the staircase weighting.For the same case,the traditional method produces 0.3307 m·s^–2 weighted root mean square(r.m.s.)acceleration and the filtering method gives 0.3119 m·s^–2 r.m.s.The fourth order filter for approximation of vertical weighting obtains 0.3139 m·s^–2 r.m.s.Crest factors of the acceleration signal weighted by the weighting filter and the fourth order filter are 3.0027 and 3.0111,respectively.This paper proposes several methods to design frequency weighting filters for automotive ride comfort evaluation,and these developed weighting filters are effective. 展开更多
关键词 frequency weighting ride comfort evaluation least P-norm optimal method bilinear transformation weighting filter design
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Size effect of lattice material and minimum weight design 被引量:4
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作者 Jun Yan Wen-Bo Hu +1 位作者 Zhen-Hua Wang Zun-Yi Duan 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2014年第2期191-197,共7页
The size effects of microstructure of lattice materials on structural analysis and minimum weight design are studied with extented multiscale finite element method(EMsFEM) in the paper. With the same volume of base ... The size effects of microstructure of lattice materials on structural analysis and minimum weight design are studied with extented multiscale finite element method(EMsFEM) in the paper. With the same volume of base material and configuration, the structural displacement and maximum axial stress of micro-rod of lattice structures with different sizes of microstructure are analyzed and compared.It is pointed out that different from the traditional mathematical homogenization method, EMsFEM is suitable for analyzing the structures which is constituted with lattice materials and composed of quantities of finite-sized micro-rods.The minimum weight design of structures composed of lattice material is studied with downscaling calculation of EMsFEM under stress constraints of micro-rods. The optimal design results show that the weight of the structure increases with the decrease of the size of basic sub-unit cells. The paper presents a new approach for analysis and optimization of lattice materials in complex engineering constructions. 展开更多
关键词 Lattice material Light weight design Size ef-fect Extented multiscale finite element method
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New Weighted Fuzzy Case Retrieval Method for Customer-Driven Product Design 被引量:1
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作者 戚进 胡洁 +2 位作者 彭颖红 王伟明 詹振飞 《Journal of Shanghai Jiaotong university(Science)》 EI 2010年第6期641-650,共10页
Case retrieval(CR) is critically an important part of case-based design. However few studies attempt to research CR for customer-driven design and analyze the eect of other production factors besides similarity comput... Case retrieval(CR) is critically an important part of case-based design. However few studies attempt to research CR for customer-driven design and analyze the eect of other production factors besides similarity computation. This paper proposes a new CR method for customer-driven design,and requirement-weighting analysis. Fuzzy set theory are integrated into CR process to deal with the fuzzy and imprecision customer requirements. So the proposed method is called weighted fuzzy case retrieval(WFCR). Furthermore,similar case evaluation is added into CR process to demonstrate that the best case is selected not only on the basis of satisifaction for the given requriements,but also on the degree of preference over other cases according to multiple evaluation criteria. Meanwhile,WFCR system is developed and applied to power transformer design to validate its scientificity and practicality. Finally,the paper statistically validated the supriority of WFCR by comparing it with traditional fuzzy case retrieval methods(FCRs),and the comparison indicates that WFCR is more accurate than other FCRs. 展开更多
关键词 case retrieval(CR) customer-driven design weighting analysis fuzzy set case evaluation
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Light-Weight Design of CRH Wind Deflector Panels based on Woven Textile Sandwich Composites 被引量:4
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作者 Hualin Fan Jianfeng Ouyang +3 位作者 Fangfang Sun Peishi Yu Ning Kuang Yang Hu 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2016年第2期208-220,共13页
The woven textile sandwich composite(WTSC) is a promising lightweight composite.In bending,two competing core shearing failure modes reduce the strength;deflection induced by the core shearing deformation reduces th... The woven textile sandwich composite(WTSC) is a promising lightweight composite.In bending,two competing core shearing failure modes reduce the strength;deflection induced by the core shearing deformation reduces the flexural rigidity.To replace a solid composite laminate,the span of WTSC panel must be greater than a critical value,which was deduced on the condition that the load capacity and flexural rigidity of the WTSC panel are equal to those of the composite laminate.Three WTSC panels were tested in bending,so that the failure modes were observed,and the critical spans were determined.Using the alternative design method,the WTSC based wind deflector with reduced weight has been fabricated and mounted on the CRH(China Railway High-speed). 展开更多
关键词 sandwich CRH wind deflector light-weight design mechanical testing
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Innovative Product Design Based on Customer Requirement Weight Calculation Model
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作者 Chen-Guang Guo Yong-Xian Liu +1 位作者 Shou-Ming Hou Wei Wang 《International Journal of Automation and computing》 EI 2010年第4期578-583,共6页
In the processes of product innovation and design, it is important for the designers to find and capture customer's focus through customer requirement weight calculation and ranking. Based on the fuzzy set theory and... In the processes of product innovation and design, it is important for the designers to find and capture customer's focus through customer requirement weight calculation and ranking. Based on the fuzzy set theory and Euclidean space distance, this paper puts forward a method for customer requirement weight calculation called Euclidean space distances weighting ranking method. This method is used in the fuzzy analytic hierarchy process that satisfies the additive consistent fuzzy matrix. A model for the weight calculation steps is constructed; meanwhile, a product innovation design module on the basis of the customer requirement weight calculation model is developed. Finally, combined with the instance of titanium sponge production, the customer requirement weight calculation model is validated. By the innovation design module, the structure of the titanium sponge reactor has been improved and made innovative. 展开更多
关键词 Customer requirements fuzzy analytic hierarchy process weight ranking innovation design.
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A Knowledge-based and Extensible Aircraft Conceptual Design Environment 被引量:3
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作者 FENG Haocheng LUO Mingqiang LIU Hu WU Zhe 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2011年第6期709-719,共11页
Design knowledge and experience are the bases to carry out aircraft conceptual design tasks due to the high complexity and integration of the tasks during this phase. When carrying out the same task, different designe... Design knowledge and experience are the bases to carry out aircraft conceptual design tasks due to the high complexity and integration of the tasks during this phase. When carrying out the same task, different designers may need individual strategies to fulfill their own demands. A knowledge-based and extensible method in building aircraft conceptual design systems is studied considering the above requirements. Based on the theory, a knowledge-based aircraft conceptual design environment, called knowledge-based and extensible aircraft conceptual design environment (KEACDE) with open architecture, is built as to enable designers to wrap add-on extensions and make their own aircraft conceptual design systems. The architecture, characteristics and other design and development aspects of KEACDE are discussed. A civil airplane conceptual design system (CACDS) is achieved using KEACDE. Finally, a civil airplane design case is presented to demonstrate the usability and effectiveness of this v environment. 展开更多
关键词 conceptual design knowledge engineering aircraft aerodynamics structural design weight estimation multidisciplinary design optimization
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A holistic examination of the load rating design of longwall shields after more than half a century of mechanised longwall mining 被引量:8
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作者 Frith Russell C. 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第5期687-706,共20页
It is a commonly asked question:how big should the longwall shields be? The answer is a key aspect of a longwall mining feasibility study when the consequences of inadequately rated shields are considered.This paper a... It is a commonly asked question:how big should the longwall shields be? The answer is a key aspect of a longwall mining feasibility study when the consequences of inadequately rated shields are considered.This paper addresses this question based on the measured nature of the loading environment in which shields are required to operate,the various geological and geometrical controls of that environment and the various links between their load rating,a range of other relevant shield design factors and the loss event they are required to prevent a major roof collapse on the longwall face.The paper concludes that despite the tremendous advances that have been made in shield design and load rating over the past50 years,the same drivers that caused longwall miners of the past to seek improved roof control on the longwall face via the use of ever-higher rated shields,are still as relevant today.However at the current time,the limits of the largest available longwall shields have yet to be tested,therefore industry focus for the foreseeable future should possibly be in achieving the maximum level of roof control on the face via their optimum operational use rather than considering further shield rating increases and incurring the inevitable downsides in terms of capital cost and shield weight. 展开更多
关键词 Longwall genmechanics Longwall face instability Longwall shield design Periodic weighting of massive strata Longwall panel geometry
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Optimization Design of McPherson Suspension Steering System Based on R-W Method
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作者 卞学良 马国清 王志强 《Defence Technology(防务技术)》 SCIE EI CAS 2010年第2期144-149,共6页
The kinematical equations of McPherson suspension and steering system were set up by using R-W method of multi-rigid body system dynamics.The incidence matrix,route matrix,hinge vector matrix and system constraint equ... The kinematical equations of McPherson suspension and steering system were set up by using R-W method of multi-rigid body system dynamics.The incidence matrix,route matrix,hinge vector matrix and system constraint equations were educed.The optimization model of McPherson suspension steering mechanism was founded by regarding the McPherson suspension and steering system as an integrated system.In order to gain the best optimization effect,a continuous weighting function was created according to the requirement of steering system performance.Taking example for TJ7136U,the optimization design of McPherson suspension steering system was conducted in this paper. 展开更多
关键词 MECHANICS R-W method McPherson suspension optimization design weighting function
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Decomposition of Mathematical Programming Models for Aircraft Wing Design Facilitating the Use of Dynamic Programming Approach
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作者 Prashant K. Tarun Herbert W. Corley 《American Journal of Operations Research》 2023年第5期111-131,共21页
Aircraft designers strive to achieve optimal weight-reliability tradeoffs while designing an aircraft. Since aircraft wing skins account for more than fifty percent of their structural weight, aircraft wings must be d... Aircraft designers strive to achieve optimal weight-reliability tradeoffs while designing an aircraft. Since aircraft wing skins account for more than fifty percent of their structural weight, aircraft wings must be designed with utmost care and attention in terms of material types and thickness configurations. In particular, the selection of thickness at each location of the aircraft wing skin is the most consequential task for aircraft designers. To accomplish this, we present discrete mathematical programming models to obtain optimal thicknesses either to minimize weight or to maximize reliability. We present theoretical results for the decomposition of these discrete mathematical programming models to reduce computer memory requirements and facilitate the use of dynamic programming for design purposes. In particular, a decomposed version of the weight minimization problem is solved for an aircraft wing with thirty locations (or panels) and fourteen thickness choices for each location to yield an optimal minimum weight design. 展开更多
关键词 Aircraft Wing design Maximum Reliability design Minimum weight design Dynamic Programming OPTIMIZATION DECOMPOSITION
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A Dynamic Programming Approach to the Design of Composite Aircraft Wings
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作者 Prashant K. Tarun Herbert W. Corley 《American Journal of Operations Research》 2022年第5期194-207,共14页
A light and reliable aircraft has been the major goal of aircraft designers. It is imperative to design the aircraft wing skins as efficiently as possible since the wing skins comprise more than fifty percent of the s... A light and reliable aircraft has been the major goal of aircraft designers. It is imperative to design the aircraft wing skins as efficiently as possible since the wing skins comprise more than fifty percent of the structural weight of the aircraft wing. The aircraft wing skin consists of many different types of material and thickness configurations at various locations. Selecting a thickness for each location is perhaps the most significant design task. In this paper, we formulate discrete mathematical programming models to determine the optimal thicknesses for three different criteria: maximize reliability, minimize weight, and achieve a trade-off between maximizing reliability and minimizing weight. These three model formulations are generalized discrete resource-allocation problems, which lend themselves well to the dynamic programming approach. Consequently, we use the dynamic programming method to solve these model formulations. To illustrate our approach, an example is solved in which dynamic programming yields a minimum weight design as well as a trade-off curve for weight versus reliability for an aircraft wing with thirty locations (or panels) and fourteen thickness choices for each location. 展开更多
关键词 Aircraft Wing design Maximum Reliability design Minimum weight design Dynamic Programming Multiple Objective Optimization Pareto Optimality
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Application of Conservative Surrogate to Reliability Based Vehicle Design for Crashworthiness 被引量:3
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作者 潘锋 朱平 +1 位作者 陈卫 李忱钊 《Journal of Shanghai Jiaotong university(Science)》 EI 2013年第2期159-165,共7页
Surrogate models are commonly used for approximation of large computationally expensive vehicle crash simulation to facilitate rapid design space exploration and optimization. Unfortunately, the optimum design based o... Surrogate models are commonly used for approximation of large computationally expensive vehicle crash simulation to facilitate rapid design space exploration and optimization. Unfortunately, the optimum design based on surrogates may turn out to be infeasible after running finite element crash simulation due to the surrogate errors. To meet this challenge, conservative strategy of surrogate modeling through compensating fitting errors was used for reliability based design optimization of vehicle structures for crashworthiness and weight reduction. The critical crash responses were constructed by unbiased kriging models, and conservative surrogates were obtained via adding safety margin to estimate the crash responses conservatively. The benefits of using conservative surrogates for reliability based design optimization were investigated in the context of constraint feasibility of the optimum designs through a mathematical example and a case study on vehicle crashworthiness design. The results demonstrate that optimization based on conservative surrogate helps to achieve the feasible optimum design, showing more attractive for reliability based design optimization in engineering applications. 展开更多
关键词 crashworthiness design reliability based design optimization conservative surrogate kriging model weight reduction
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效应面法结合BP神经网络模型优化五冬果茶提取工艺
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作者 曾大洋 罗渝欢 +5 位作者 李业航 覃柳娇 王一垚 范丽丽 黄俊善 陈卫卫 《中国食品添加剂》 2026年第1期23-32,共10页
为了优化五冬果茶的最佳提取工艺,根据关键质量属性、关键工艺参数的筛选结果,选择对提取工艺影响较大的溶剂倍数、提取时间为考察因素,以干膏率、补骨脂素含量、感官评价为评价指标。通过对比AHP加权法、CRITIC加权法、AHP-CRITIC混合... 为了优化五冬果茶的最佳提取工艺,根据关键质量属性、关键工艺参数的筛选结果,选择对提取工艺影响较大的溶剂倍数、提取时间为考察因素,以干膏率、补骨脂素含量、感官评价为评价指标。通过对比AHP加权法、CRITIC加权法、AHP-CRITIC混合加权法,明确三种加权方法在本试验中的适用性,最终确定使用AHP-CRITIC混合加权法确定各评价指标的权重。先采用星点设计-效应面法优化工艺,再建立BP神经网络模型对星点设计-效应面法的结果进行预测并确定最佳条件。最佳工艺为:处方量药材用水煎煮提取2次,每次加13倍水、提取60 min,过滤即得。星点设计-效应面法结合BP神经网络优化的五冬果茶提取工艺的稳定性和重复性良好,可为其进一步的研究和开发提供科学依据。 展开更多
关键词 五冬果茶 提取工艺优化 星点设计-效应面法 AHP-CRITIC混合加权法 BP神经网络
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基于粒子群算法的零齿差内啮合机构优化 被引量:1
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作者 王世杰 杨喆 《沈阳工业大学学报》 北大核心 2025年第1期61-66,共6页
【目的】针对潜油螺杆泵采油系统中联轴装置零齿差内啮合机构重合度低、内外齿轮齿厚系数不稳定以及齿厚偏薄易导致轮齿折断等问题,提出了一种优化机构内变位系数、提高重合度值的方法,并设计了相应的优化模型。【方法】分析了传统设计... 【目的】针对潜油螺杆泵采油系统中联轴装置零齿差内啮合机构重合度低、内外齿轮齿厚系数不稳定以及齿厚偏薄易导致轮齿折断等问题,提出了一种优化机构内变位系数、提高重合度值的方法,并设计了相应的优化模型。【方法】分析了传统设计方法中零齿差机构变位系数的设计缺陷,明确了目标函数和约束条件,定义了设计变量。采用粒子群优化(PSO)算法中的惯性权重线性递减策略提升粒子的局部与全局寻优能力,引入收缩因子并通过改进的速度更新迭代公式缩短收敛时间。以重合度和齿厚系数为优化目标函数,同时结合零齿差内啮合机构的齿轮约束条件建立了优化模型。【结果】为验证算法的稳定性,以用户输入的初始参数(内外齿轮模数为6,齿数为12,分度圆压力角为20°,外齿轮齿宽为30 mm,内齿轮齿宽为28 mm,偏心量范围为2.5~5 mm)进行优化分析。结果表明,通过改进PSO算法得到了径向变位系数和切向变位系数的最优解,即改进PSO算法显著提升了变位系数的优化效果。对比原始数据和优化结果,改进PSO算法的重合度提升了最高达26.2%,特别是在不同偏心量下,优化后的重合度均显著提高。【结论】通过对比改进前后的PSO算法,改进后的算法兼具全局收敛性与精确搜索能力,所得变位系数更加合理有效;优化后的齿厚系数更加平稳,显著降低了轮齿折断风险。最终优化后的变位系数不仅满足各项约束条件,且便于后续加工,提高了计算效率,显现出良好的设计效果。 展开更多
关键词 零齿差内啮合 变位系数 重合度 粒子群算法 优化设计 惯性权重 收缩因子
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Mathematical Model of Weight in Evaluation System
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作者 孙璐 邓学钧 《Journal of Southeast University(English Edition)》 EI CAS 1996年第2期112-119,共8页
Having studied the property of compare matrix, this paper establishes a mathematical model of minimizing the sum of Euclidean norm (SEN) by means of the least square method. It is proved that the non linear program ... Having studied the property of compare matrix, this paper establishes a mathematical model of minimizing the sum of Euclidean norm (SEN) by means of the least square method. It is proved that the non linear program model can be transformed into linear a 展开更多
关键词 weight EVALUATION SYSTEM optimal design statistical test ANALYTIC HIERARCHY process
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基于加权最小二乘的稀疏FIR滤波器设计方法 被引量:2
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作者 庄陵 宋诗苇 刘莹 《华南理工大学学报(自然科学版)》 北大核心 2025年第1期84-91,共8页
大规模通信系统的发展对传统滤波器设计提出了更高的要求,稀疏有限脉冲响应(FIR)滤波器具有低计算复杂度与低实现成本的特点,但常规凸松弛近似设计方法会产生额外的逼近误差,稀疏性也不理想,并且求解过程复杂。针对FIR滤波器在设计中由... 大规模通信系统的发展对传统滤波器设计提出了更高的要求,稀疏有限脉冲响应(FIR)滤波器具有低计算复杂度与低实现成本的特点,但常规凸松弛近似设计方法会产生额外的逼近误差,稀疏性也不理想,并且求解过程复杂。针对FIR滤波器在设计中由于乘法器个数多而导致实现成本高的问题,该文提出了一种基于加权最小二乘准则的稀疏FIR滤波器设计方法。首先,根据不同范数性质对初始稀疏表示的L0范数进行替换,即对目标函数进行改进,从而在保持稀疏性的基础上,解决非凸函数难以直接求解的问题;然后,将目标问题转化为2个凸子问题差的形式,根据迭代规则构造形式更为简单的子问题,采用交替求解方法求解子问题,以进一步提高求解效率并降低求解复杂度;最后,在确定0系数的位置后,通过求解一个加权最小二乘问题来进一步减小近似误差。仿真实验结果显示:与已有的稀疏滤波器求解方法相比,所提方法能够提高FIR滤波器的系数稀疏性,降低乘法器个数,并且在稀疏性增强的情况下获得较为折中的均方根误差与最大误差,同时计算机求解时间更少,求解效率更高。 展开更多
关键词 滤波器 设计方法 有限脉冲响应 加权最小二乘
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A Computational Synthesis Approach of Mechanical Conceptual Design Based on Graph Theory and Polynomial Operation 被引量:2
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作者 Lin Han Geng Liu +1 位作者 Xiaohui Yang Bing Han 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2020年第1期60-74,共15页
The design synthesis is the key issue in the mechanical conceptual design to generate the design candidates that meet the design requirements.This paper devotes to propose a novel and computable synthesis approach of ... The design synthesis is the key issue in the mechanical conceptual design to generate the design candidates that meet the design requirements.This paper devotes to propose a novel and computable synthesis approach of mechanisms based on graph theory and polynomial operation.The graph framework of the synthesis approach is built firstly,and it involves:(1)the kinematic function units extracted from mechanisms;(2)the kinematic link graph that transforms the synthesis problem from mechanical domain into graph domain;(3)two graph representations,i.e.,walk representation and path representation,of design candidates;(4)a weighted matrix theorem that transforms the synthesis process into polynomial operation.Then,the formulas and algorithm to the polynomial operation are presented.Based on them,the computational flowchart to the synthesis approach is summarized.A design example is used to validate and illustrate the synthesis approach in detail.The proposed synthesis approach is not only supportive to enumerate the design candidates to the conceptual design of a mechanical system exhaustively and automatically,but also helpful to make that enumeration process computable. 展开更多
关键词 design SYNTHESIS CONCEPTUAL design GRAPH theory POLYNOMIAL operation KINEMATIC link GRAPH weighted matrix theorem
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