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Design and Analysis of the Gemini Chain System in Dual Clutch Transmission of Automobile 被引量:3
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作者 CHENG Yabing GUO Haitao +3 位作者 FU Zhenming WAN Nen LI Lei WANG Yang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第1期38-45,共8页
Chain drive system is widely used in the conditions of high-speed, overload, variable speed and load, Many studies are focused on the meshing theory and wear characteristics of chain drive system, but system design, a... Chain drive system is widely used in the conditions of high-speed, overload, variable speed and load, Many studies are focused on the meshing theory and wear characteristics of chain drive system, but system design, analysis, and noise characteristics of the chain drive system are weak. System design and noise characteristic are studied for a new type Gemini chain of dual-clutch automatic transmission. Based on the meshing theory of silent chain, the design parameters of the Gemini chain system are calculated and the mathematical models and dynamic analysis models of the Gemini chain system are established. Dynamic characteristics of the Gemini chain system is simulated and the contact force of plate and pin, plate and sprockets, the chain tension forces, the transmission error and the stress of plates and pins are analyzed. According to the simulation results of the Gemini chain system, the noise experiment about system is carried out. The noise values are tested at different speed and load and spectral characteristics are analyzed. The results of simulation and experimental show that the contact forces of plate and pin, plate and sprockets are smaller than the allowable stress values, the chain tension force is less than ultimate tension and transmission error is limited in 1.2%. The noise values can meet the requirements of industrial design, and it is proved that the design and analysis method of the Gemini chain system is scientific and feasible. The design and test system is built from analysis to test of Gemini chain system. This research presented will provide a corresponding theoretical guidance for the design and dynamic characteristics and noise characteristics of chain drive system. 展开更多
关键词 Gemini chain system design noise characteristic dynamic characteristic transmission error
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REVERSE DESIGN APPROACH FOR MECHANISM TRAJECTORY BASED ON CODE-CHAINS MATCHING 被引量:2
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作者 ZHANG Shuyou YI Guodong XU Xiaofeng 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2007年第3期86-90,共5页
Aiming at the problem of reverse-design of mechanism, a method based on the matching of trajectory code-chains is presented. The motion trajectory of mechanism is described with code-chain, which is normalized to simp... Aiming at the problem of reverse-design of mechanism, a method based on the matching of trajectory code-chains is presented. The motion trajectory of mechanism is described with code-chain, which is normalized to simplify the operation of geometric transformation. The geometric transforma-tion formulas of scale, mirror and rotation for trajectory code-chain are defined, and the reverse de-sign for mechanism trajectory is realized through the analysis and solution of similarity matching between the desired trajectory and the predefined trajectory. The algorithm program and prototype system of reverse design for mechanism trajectory are developed. Application samples show that the method can break the restriction of trajectory patterns in matching, meet the demand of partial match-ing, and overcome the influence of geometric transformation of trajectory on the reverse design for mechanism. 展开更多
关键词 TRAJECTORY Code-chain Similarity matching Reverse-design
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Literature Review on Network Design Problems in Closed Loop and Reverse Supply Chains 被引量:1
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作者 Muthusamy Aravendan Ramasamy Panneerselvam 《Intelligent Information Management》 2014年第3期104-117,共14页
The productivity of an organization is very much affected by non-value adding activity like logistics, which moves the resources from suppliers to factory, raw materials/semi-finished items within the factory and fini... The productivity of an organization is very much affected by non-value adding activity like logistics, which moves the resources from suppliers to factory, raw materials/semi-finished items within the factory and finished goods from factory to customers via a designated distribution channel called as forward logistics. In some cases, parts of the products such as automobiles, computers, cameras, mobile phones, washing machines, refrigerators, garments, footwear and empty glass bottles of beverages, etc. will be brought back to the factories as a product recovery strategy through reverse logistics network which is integrated in a sustainable closed loop supply chain network. So, it is highly essential to optimize the movement of the items in the reverse logistics network. This paper gives a comprehensive review of literature of the design of networks for the reverse logistics as well as for the reverse logistics coupled with forward logistics. The contributions of the researchers are classified into nine categories based on the methods used to design the logistics network. 展开更多
关键词 Supply chain Network design CLOSED-LOOP REVERSE LOGISTICS Models HEURISTICS Algorithms
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基于Design-Expert的电链锯锯齿结构参数优化
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作者 刘九庆 张天翼 +1 位作者 金攀 朱斌海 《森林工程》 北大核心 2024年第2期142-150,共9页
为提高电链锯的锯切效率,对电链锯锯齿的齿形结构参数进行研究,以单位锯切功为电链锯锯切效率的衡量指标,通过对电链锯锯切过程的仿真研究,得出不同结构锯齿的单位锯切功。以电链锯锯齿中的外形前角、侧刃楔角和顶刃楔角等结构参数作为... 为提高电链锯的锯切效率,对电链锯锯齿的齿形结构参数进行研究,以单位锯切功为电链锯锯切效率的衡量指标,通过对电链锯锯切过程的仿真研究,得出不同结构锯齿的单位锯切功。以电链锯锯齿中的外形前角、侧刃楔角和顶刃楔角等结构参数作为影响因子,采用Box-Benhnken中心组合试验方法设计多因素正交试验,使用Design-expert软件进行数据分析得出最优齿形结构参数组合。研究结果表明,所选取的齿形结构参数对单位锯切功影响程度由大到小顺序依次为外形前角、侧刃楔角、顶刃楔角,并获得最优齿形结构参数组合,外形前角为10.92°、侧刃楔角为45.7°、顶刃楔角为45.41°。 展开更多
关键词 电链锯 锯切效率 齿形结构参数 design-expert 单位锯切功
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Medical Products Supply Chain and Its Information System Design
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作者 Hong Sun Xiaoyu Chen 《Yangtze Medicine》 2019年第2期142-148,共7页
This paper introduces the supply mode of medical products, and analyzes the development trend of medical products supply enterprise in China. From the aspects of basic management, resource integration and database des... This paper introduces the supply mode of medical products, and analyzes the development trend of medical products supply enterprise in China. From the aspects of basic management, resource integration and database design, we put forward the design concept of the informationization of the supply chain system of medical products in China. The information system can ensure the precision and rationality of the supply of medical products, and provide high-quality services and service efficiency, and meet the different needs of different customers. 展开更多
关键词 MEDICAL PRODUCTS Supply chain System design Informationization design
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Optimum Structural Design of a Chain-Driving Pumping Unit
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作者 Zhang Ailin and Liu Yang(Doctors,Qinhuangdao Branch of Daqing Petroleum Institute) 《China Oil & Gas》 CAS 1994年第4期45-47,共3页
In this paper the pumping unit of type QLCJ14-6 is studied.Through the belt driving unit,the mo-tor drives the driving sprocket in which the rotation rate has been reduced by the reduction ge arbox.The locus chain mov... In this paper the pumping unit of type QLCJ14-6 is studied.Through the belt driving unit,the mo-tor drives the driving sprocket in which the rotation rate has been reduced by the reduction ge arbox.The locus chain moves between the driving sprocket and upper sprocket which are vertically set.There's a special chain element in the locus chain,which drives the reciprocating holster with the main shaft linchpin and slide block.The r reciprocating g holster could only move up and down when the locus chain moves in a circle.In this way the up and down stroke of the sucker rod and the mac hine is realized.The lower end of the reciprocating holster is con-nected with the equilibrium system to make the structure balance.The balancing cylinder is re-placed by the balancing block to make the structure simplified. 展开更多
关键词 chain DRIVE PUMPING UNIT STRUCTURAL design Optimization
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Development and Comparison of Hybrid Genetic Algorithms for Network Design Problem in Closed Loop Supply Chain 被引量:1
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作者 Muthusamy Aravendan Ramasamy Panneerselvam 《Intelligent Information Management》 2015年第6期313-338,共26页
This paper presents four different hybrid genetic algorithms for network design problem in closed loop supply chain. They are compared using a complete factorial experiment with two factors, viz. problem size and algo... This paper presents four different hybrid genetic algorithms for network design problem in closed loop supply chain. They are compared using a complete factorial experiment with two factors, viz. problem size and algorithm. Based on the significance of the factor “algorithm”, the best algorithm is identified using Duncan’s multiple range test. Then it is compared with a mathematical model in terms of total cost. It is found that the best hybrid genetic algorithm identified gives results on par with the mathematical model in statistical terms. So, the best algorithm out of four algorithm proposed in this paper is proved to be superior to all other algorithms for all sizes of problems and its performance is equal to that of the mathematical model for small size and medium size problems. 展开更多
关键词 CLOSED Loop Supply chain GENETIC Algorithms HGA META-HEURISTICS MINLP Model Network design Optimization
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数字化背景下制鞋行业供应链优化研究 被引量:1
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作者 杨亚萍 《中国皮革》 CAS 2024年第4期90-93,共4页
供应链优化对制鞋行业具有重要影响。数字化技术能够帮助企业实现自动化和智能化生产,同时也为企业的供应链优化提供了方向。本文在分析数字化与供应链关系的基础上,结合我国制鞋行业的发展现状,阐述现阶段制鞋行业供应链管理存在的问题... 供应链优化对制鞋行业具有重要影响。数字化技术能够帮助企业实现自动化和智能化生产,同时也为企业的供应链优化提供了方向。本文在分析数字化与供应链关系的基础上,结合我国制鞋行业的发展现状,阐述现阶段制鞋行业供应链管理存在的问题,并探讨供应链优化的意义。最后,针对性地提出制鞋企业如何结合数字化发展进行供应链优化的建议,为我国制鞋企业的供应链建设提供借鉴。 展开更多
关键词 数字化发展 制鞋企业 供应链 设计优化
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新发展格局下多维创新链驱动产业链韧性提升研究
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作者 王汉友 徐骥 +1 位作者 金鑫 周宁昌 《包装工程》 CAS 北大核心 2024年第22期14-23,55,共11页
目的构建国内国际双循环的新发展格局,明确要素耦合和资源协同视角下,多维创新链组合框架和协同模式,可提升传统和新兴产业链韧性,发展新质生产力。方法基于技术、市场和设计三维创新链驱动的技术/功能创新理论架构,提出了产业链和创新... 目的构建国内国际双循环的新发展格局,明确要素耦合和资源协同视角下,多维创新链组合框架和协同模式,可提升传统和新兴产业链韧性,发展新质生产力。方法基于技术、市场和设计三维创新链驱动的技术/功能创新理论架构,提出了产业链和创新链耦合和协同模型,分别针对传统消费品产业链、战略性新兴产业链、战略性支柱产业链,提出了韧性提升的路径和模式;基于各产业链在三维创新链中的空间位置,构建了韧性提升决策框架。结果我国组合市场创新链、设计创新链驱动功能创新,可提升传统消费品产业链韧性;组合技术创新链、市场创新链驱动技术和功能创新,可提升战略性新兴产业链韧性;组合技术创新链、市场创新链、设计创新链驱动技术和功能创新,可提升战略性支柱产业链韧性。结论基于“一链一策”原则的多维创新链科学组合,特别是发挥设计创新链的拉动技术创新作用,可提升产业链韧性、提供用户福祉、促进社会贡献。 展开更多
关键词 韧性 产业链 设计创新链 技术创新链 市场创新链
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Structure Design of Lower Limb Exoskeletons for Gait Training 被引量:11
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作者 LI Jianfeng ZHANG Ziqiang +1 位作者 TAO Chunjing JI Run 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第5期878-887,共10页
Due to the close physical interaction between human and machine in process of gait training, lower limb exoskeletons should be safe, comfortable and able to smoothly transfer desired driving force/moments to the patie... Due to the close physical interaction between human and machine in process of gait training, lower limb exoskeletons should be safe, comfortable and able to smoothly transfer desired driving force/moments to the patients. Correlatively, in kinematics the exoskeletons are required to be compatible with human lower limbs and thereby to avoid the uncontrollable interactional loads at the human-machine interfaces. Such requirement makes the structure design of exoskeletons very difficult because the human-machine closed chains are complicated. In addition, both the axis misalignments and the kinematic character difference between the exoskeleton and human joints should be taken into account. By analyzing the DOF(degree of freedom) of the whole human-machine closed chain, the human-machine kinematic incompatibility of lower limb exoskeletons is studied. An effective method for the structure design of lower limb exoskeletons, which are kinematically compatible with human lower limb, is proposed. Applying this method, the structure synthesis of the lower limb exoskeletons containing only one-DOF revolute and prismatic joints is investigated; the feasible basic structures of exoskeletons are developed and classified into three different categories. With the consideration of quasi-anthropopathic feature, structural simplicity and wearable comfort of lower limb exoskeletons, a joint replacement and structure comparison based approach to select the ideal structures of lower limb exoskeletons is proposed, by which three optimal exoskeleton structures are obtained. This paper indicates that the human-machine closed chain formed by the exoskeleton and human lower limb should be an even-constrained kinematic system in order to avoid the uncontrollable human-machine interactional loads. The presented method for the structure design of lower limb exoskeletons is universal and simple, and hence can be applied to other kinds of wearable exoskeletons. 展开更多
关键词 gait training lower limb exoskeleton structure design kinematic compatibility even-constrained kinematic chain
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Multiple fault diagnosis of down-hole conditions of sucker-rod pumping wells based on Freeman chain code and DCA 被引量:13
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作者 LI Kun GAO Xian-wen +2 位作者 YANG Wei-bing DAI Ying-long TIAN Zhong-da 《Petroleum Science》 SCIE CAS CSCD 2013年第3期347-360,共14页
It is important to achieve continuous, stable and efficient pumping well operation in actual oilfield operation. Down-hole pumping well working conditions can be monitored in real-time and a reasonable production sche... It is important to achieve continuous, stable and efficient pumping well operation in actual oilfield operation. Down-hole pumping well working conditions can be monitored in real-time and a reasonable production scheme can be designed when computer diagnosis is used. However, it is difficult to make a comprehensive analysis to supply efficient technical guidance for operation of the pumping well with multiple faults of down-hole conditions, which cannot be effectively dealt with by the common methods. To solve this problem, a method based on designated component analysis (DCA) is used in this paper. Freeman chain code is used to represent the down-hole dynamometer card whose important characteristics are extracted to construct a designated mode set. A control chart is used as a basis for fault detection. The upper and lower control lines on the control chart are determined from standard samples in normal working conditions. In an incompletely orthogonal mode, the designated mode set could be divided into some subsets in which the modes are completely orthogonal. The observed data is projected into each designated mode to realize fault detection according to the upper and lower control lines. The examples show that the proposed method can effectively diagnose multiple faults of down-hole conditions. 展开更多
关键词 Sucker-rod pumping wells multiple faults designated component analysis control chart Freeman chain code dynamometer card
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铁路工程建设可持续供应链网络集成优化研究
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作者 张得志 李翔 +2 位作者 周赛琦 马璇 张涛 《铁道科学与工程学报》 EI CAS CSCD 北大核心 2024年第7期2649-2659,共11页
随着国家对铁路工程项目可持续发展的日益重视,迫切需要先进且集成的供应链网络设计方案理论与方法来提高供应链效率、可持续绩效以及资源利用率。实施可持续供应链网络设计已成为实现铁路工程可持续发展的重要途径,而供应商选择、物流... 随着国家对铁路工程项目可持续发展的日益重视,迫切需要先进且集成的供应链网络设计方案理论与方法来提高供应链效率、可持续绩效以及资源利用率。实施可持续供应链网络设计已成为实现铁路工程可持续发展的重要途径,而供应商选择、物流设施选址、路径规划、库存管理以及工程废弃物回收再利用等决策是铁路工程供应链管理的核心与关键问题。针对我国铁路工程建设供应链管理特点,从可持续视角研究铁路工程建设供应链网络设计集成优化问题,提出两阶段的求解框架:其中,第1阶段基于可持续指标体系运用模糊TOPSIS方法确定最佳供应商选择;第2阶段针对物流设施选址、库存控制策略与网络最佳流量分配的集成决策问题,构建了基于模糊规划的多周期多目标供应链网络集成决策优化模型。该优化模型考虑了运输过程的不确定性,以供应链总成本、碳排放量最小以及社会效益最大为优化目标。针对上述多周期多目标优化模型的特征,设计了改进的宽容分层序列算法进行求解。最后,基于我国丰雄商铁路工程建设项目进行案例研究,验证了上述求解框架与算法的有效性,并针对单位运价、单位运输碳排放量以及弃置率3个关键参数进行了敏感性分析。研究结果表明:1)批量折扣策略可以在联合采购中节省大量成本;2)运输模式与路径优化对系统的效率和可持续绩效有决定性影响;3)与管理学手段相比,推进新能源的使用是降低碳排放量最有效的措施;4)社会效益的提高不可避免地需要更高的成本,政府合理的补贴政策是提高企业积极性的关键举措;5)长远来看,铁路工程项目中的废弃物回收利用是实现可持续工程建设的重要途径,其技术和应用的发展都应受到重视。 展开更多
关键词 铁路工程建设 供应链网络设计 供应商选择 集成优化 多目标优化 不确定性 宽容分层序列算法 可持续性
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基于SOA架构的电炉企业财务与采购全链条数据管理平台设计
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作者 李娜 《工业加热》 CAS 2024年第4期76-80,共5页
目前电炉企业财务和采购全链条业务数据管理平台没有对数据库进行实时更新处理,存在财务和采购业务数据管理整体耗时长、读取操作次数多和元数据迁移范围大的问题。提出基于SOA架构的财务与采购全链条业务数据管理平台设计,在SOA架构的... 目前电炉企业财务和采购全链条业务数据管理平台没有对数据库进行实时更新处理,存在财务和采购业务数据管理整体耗时长、读取操作次数多和元数据迁移范围大的问题。提出基于SOA架构的财务与采购全链条业务数据管理平台设计,在SOA架构的基础上设计整体框架,并将平台划分财务与采购数据管理模块、采购数据基本信息管理模块、库存管理模块、采购信息查询模块以及用户登录系统模块五大模块。其次为加强数据管理效率,设计出数据处理软件系统,即可实现财务与采购全链条业务数据管理。实验表明,所提方法整体耗时短、读取操作次数少和元数据迁移范围小。 展开更多
关键词 SOA架构 电炉企业数据管理 平台设计 财务与采购全链条业务 软件设计
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促进幼儿深度学习的项目式活动中驱动性问题链的设计
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作者 张莉琴 左洁 《黑龙江教师发展学院学报》 2024年第1期136-140,共5页
驱动性问题是项目式学习的核心与灵魂,是项目式活动的抓手,能够促进幼儿的深度学习,是培养幼儿核心素养的重要途径。探讨驱动性问题的内涵及设计,从教与学角度及项目学习的基本要素角度着手,分析驱动性问题在项目式活动中的引领作用,形... 驱动性问题是项目式学习的核心与灵魂,是项目式活动的抓手,能够促进幼儿的深度学习,是培养幼儿核心素养的重要途径。探讨驱动性问题的内涵及设计,从教与学角度及项目学习的基本要素角度着手,分析驱动性问题在项目式活动中的引领作用,形成驱动性问题解决模式,用驱动性问题链引领项目活动的开展,促进幼儿的学习及深层次发展。 展开更多
关键词 项目式活动 驱动性问题 问题链设计
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Design of Axial-Flux Motor for Traction Application
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作者 Nadia Chaker Ibrahim Ben Salah +1 位作者 Souhir Tounsi Rafik Neji 《Journal of Electromagnetic Analysis and Applications》 2009年第2期73-84,共12页
This paper deals with the design of high power – low dimensions axial-flux permanent-magnet motor intended for trac-tion application. First, two motor configurations are analytically designed and compared using finit... This paper deals with the design of high power – low dimensions axial-flux permanent-magnet motor intended for trac-tion application. First, two motor configurations are analytically designed and compared using finite element calcula-tion. Then, the configuration yielding the best performances is integrated and modelled with the whole traction chain under MATLAB/SIMULINK environment in order to demonstrate the motor operation on a large speed band. 展开更多
关键词 Axial-Flux Permanent-Magnet Motor design Criteria Finite Elements TRACTION chain CIRCULATION Mission
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芯片设计企业创新价值链锁定困境与破解——以华为海思为例
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作者 解佳龙 王梦兰 《世界科技研究与发展》 CSCD 2024年第2期170-181,共12页
面对近年国外战略性掣肘的不断加压,我国芯片设计被锁定在产业创新价值链的低端,芯片设计企业如何摆脱低端循环以抢占产业发展制高点,成为我国芯片产业破局的关键。在分析我国芯片设计产业现状及其创新价值链地位的基础上,选取芯片设计... 面对近年国外战略性掣肘的不断加压,我国芯片设计被锁定在产业创新价值链的低端,芯片设计企业如何摆脱低端循环以抢占产业发展制高点,成为我国芯片产业破局的关键。在分析我国芯片设计产业现状及其创新价值链地位的基础上,选取芯片设计领军企业华为海思作为研究对象,从研发水平、竞争对手、设计人才三方面探讨其陷入低端锁定困局的成因,并为解决低端锁定带来的企业发展易受制于人、失去主流市场应用机会、难以赢得资本市场青睐等不良影响,从知识储备、技术研发、人财保障、平台搭建和策略组合等维度提出破解策略,为我国芯片设计企业向创新价值链高端攀升提供对策建议。 展开更多
关键词 芯片设计 创新价值链 锁定困境 破解策略 华为海思
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MaaS旅游供应链收益共享契约设计与协调
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作者 韩艳 赵轩 +1 位作者 张远 韩佳乔 《交通工程》 2024年第4期109-113,121,共6页
针对出行即服务(Mobility as a Service,MaaS)提供定制化的出行服务以满足游客差异化的交通需求,构建了由传统旅游供应商和MaaS平台组成的双渠道旅游出行服务链,探讨不同主导权下的集中式决策和分散式决策策略及其效益,并开展以供应商... 针对出行即服务(Mobility as a Service,MaaS)提供定制化的出行服务以满足游客差异化的交通需求,构建了由传统旅游供应商和MaaS平台组成的双渠道旅游出行服务链,探讨不同主导权下的集中式决策和分散式决策策略及其效益,并开展以供应商为主导的供应链收益共享契约设计和数值分析。研究结果发现:基于MaaS的旅游供应链集中式决策下的效益大于分散式决策,且集中式决策效益是以供应商为主导的分散式决策效益的3/4。在收益共享契约协调下,供应商利润和MaaS平台利润分别为0.68和0.58,均有所提高,旅游供应链整体效益最大,实现旅游供应链完美协调。 展开更多
关键词 出行即服务(MaaS) 旅游供应链 Stackelberg博弈理论 共享契约设计 供应链协调
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传媒设计专业群对接产业链的产教融合策略研究
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作者 姚大斌 《教育教学论坛》 2024年第24期51-55,共5页
产教融合赋能下高职院校注重校企联合办学,科学研判劳动力市场对技术技能型人才的需求。传媒设计作为新媒体时代重要人才培养专业,是数字经济时代形塑传媒的人才主要场所。产教融合背景下高职院校传媒设计专业需要服务区域内产业链,聚... 产教融合赋能下高职院校注重校企联合办学,科学研判劳动力市场对技术技能型人才的需求。传媒设计作为新媒体时代重要人才培养专业,是数字经济时代形塑传媒的人才主要场所。产教融合背景下高职院校传媒设计专业需要服务区域内产业链,聚焦产业升级,对接产业链或产业集群等不同类型的组织形态。高职院校应设置科学合理的专业群,优化院校专业结构,赋能传媒设计专业群对接产业链,满足传统媒体转型升级对人才的需求,助力教育领域与经济领域协同发展。 展开更多
关键词 传媒设计 专业群 产业链 产教融合
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建构服装设计教育的“四链融合、四位一体”人才培养模式——以浙江理工大学为例
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作者 陈善晓 戚孟勇 《服装设计师》 2024年第4期139-143,共5页
文章以浙江理工大学服装学院的“四链融合、四位一体”人才培养模式的构建与教学实践为例,探讨了高校在对接时尚行业、地方企业、文创产业创新发展的实际需求下的人才培养模式重构和教学改革,为国内高校艺术教育深入产教融合改革中,搭... 文章以浙江理工大学服装学院的“四链融合、四位一体”人才培养模式的构建与教学实践为例,探讨了高校在对接时尚行业、地方企业、文创产业创新发展的实际需求下的人才培养模式重构和教学改革,为国内高校艺术教育深入产教融合改革中,搭建政、行、校、企联动和协同创新育人提供了一条新的实践路径与方法。 展开更多
关键词 四链融合 四位一体 服装设计教育 人才培养 模式
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融合多主体需求频率特征的复杂产品全生命周期价值链协同设计
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作者 何州 王阳 +3 位作者 蒋翔宇 洪兆溪 何利力 冯毅雄 《工程设计学报》 CSCD 北大核心 2024年第1期1-9,共9页
高周转率和短保质期的复杂产品具有较高订单频率的特征。传统的价值链设计大多基于复杂产品订单数据的时序和销量对销售周期的影响,忽略了其订单频率中蕴含的细节信息,因而难以准确捕捉多主体间快速变化的供需关系。为了解决这一问题,... 高周转率和短保质期的复杂产品具有较高订单频率的特征。传统的价值链设计大多基于复杂产品订单数据的时序和销量对销售周期的影响,忽略了其订单频率中蕴含的细节信息,因而难以准确捕捉多主体间快速变化的供需关系。为了解决这一问题,提出了一种融合多主体需求频率特征的复杂产品全生命周期价值链协同设计方法。首先,采用门控卷积的频率序列提取方法识别多主体需求;其次,将基于频率分段的Transformer时序预测模型融合于订单频率信息,根据改进的时序-频率多头自注意力(seq-fremulti-head attention)结构建立全生命周期价值链,不同分段的时序和频率特征对应不同的注意力头,以实现多段时序和频率特征的融合;最后,将新型价值链协同设计方法应用于某复杂产品多主体需求预测问题,进行实验验证。研究表明,所提出的融合需求频率特征的价值链协同设计方法预测准确度较高,具有很好的应用前景。 展开更多
关键词 价值链 协同设计 时序预测 TRANSFORMER 频率特征
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