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The influence of different types of satisfaction on loyalty on C2C online shopping platform:From the perspective of sellers and the platform
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作者 Yanan Lu Qian Huang Yuting Wang 《中国科学技术大学学报》 CAS CSCD 北大核心 2024年第5期36-48,I0007,共14页
With the rise and development of major types of platforms,the competition for resources has become extremely fierce,and the market share of C2C platforms has been seriously threatened by the loss of resources.Therefor... With the rise and development of major types of platforms,the competition for resources has become extremely fierce,and the market share of C2C platforms has been seriously threatened by the loss of resources.Therefore,building and maintaining buyers’satisfaction and loyalty to C2C platforms is critical to the survival and sustainability of C2C platforms in China.However,the current knowledge on how platform satisfaction and loyalty are constructed in the C2C e-commerce environment is incomplete.In this study,seller-based satisfaction and platform-based satisfaction are constructed separately.We further distinguish seller-based transaction satisfaction into economic and social satisfaction and explore their antecedents and consequences.To test our research hypotheses,we conduct a survey and collect data from a real online market(Taobao website).The results show that seller-based transaction satisfaction positively affects platform-based overall satisfaction and loyalty,and that perceived product quality,perceived assurance,and perceived price fairness all have a significant effect on economic satisfaction,whereas perceived relationship quality and perceived empathy significantly influence social satisfaction.These findings help us understand the literature related to customer satisfaction in the context of C2C in China and provide inspiration for online sellers and platforms. 展开更多
关键词 transaction-specific satisfaction social and economic satisfaction various antecedents of satisfaction overall satisfaction C2C online shopping platform
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一种球面2-DOF冗余驱动并联机器人的优化设计 被引量:6
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作者 张立杰 李永泉 史文雅 《机械设计与研究》 CSCD 北大核心 2009年第2期60-64,共5页
提出了一种基于兼顾全域性能指标和局域性能指标相对性能综合最优的机器人机构尺寸优化设计方法,运用VB、Matlab软件编写优化程序,并通过范例给出了该优化程序的使用方法,实现了球面2-DOF冗余驱动并联机器人机构在不同应用场合下兼顾不... 提出了一种基于兼顾全域性能指标和局域性能指标相对性能综合最优的机器人机构尺寸优化设计方法,运用VB、Matlab软件编写优化程序,并通过范例给出了该优化程序的使用方法,实现了球面2-DOF冗余驱动并联机器人机构在不同应用场合下兼顾不同性能的尺寸优化设计。 展开更多
关键词 2-dof 冗余驱动 并联机器人 优化设计
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基于H_∞控制理论的2-DOF内模控制器设计及其在电力系统中的应用
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作者 李树荣 王钊 《控制理论与应用》 EI CAS CSCD 北大核心 2003年第1期81-84,共4页
给出一种基于H∞ 控制理论的二自由度内模控制器设计方法 .考虑了标称模型与实际模型之间存在乘性摄动时的失配性 ,利用适当的状态变换 ,将跟踪问题的控制器设计转化成一个调节问题的标准H∞ 控制器设计问题 ,再利用H∞ 输出动态反馈完... 给出一种基于H∞ 控制理论的二自由度内模控制器设计方法 .考虑了标称模型与实际模型之间存在乘性摄动时的失配性 ,利用适当的状态变换 ,将跟踪问题的控制器设计转化成一个调节问题的标准H∞ 控制器设计问题 ,再利用H∞ 输出动态反馈完成了控制器设计 .以电力系统模型为例设计了一个二自由度H∞ 励磁控制器 。 展开更多
关键词 H∞控制理论 2-dof内模控制器 设计 电力系统 内模控制 励磁控制 鲁棒控制
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平面并联2-DOF机构运动的计算机模拟逼近法
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作者 吴立勋 张艳华 刘春利 《机电一体化》 2012年第6期45-48,共4页
提出了用计算机模拟逼近法分析平面2-DOF机构的运动,运用该方法进行了运动分析。先采用CAD的几何约束、尺寸约束、尺寸方程和尺寸驱动技术,构造2-DOF机构的模拟机构。再用两个相同且彼此靠近的模拟机构,构造速度模拟机构,求解机构上确... 提出了用计算机模拟逼近法分析平面2-DOF机构的运动,运用该方法进行了运动分析。先采用CAD的几何约束、尺寸约束、尺寸方程和尺寸驱动技术,构造2-DOF机构的模拟机构。再用两个相同且彼此靠近的模拟机构,构造速度模拟机构,求解机构上确定点的速度和角速度。最后用两个相同且彼此靠近的速度模拟机构,构造加速度模拟机构,求解机构上确定点的加速度和角加速度。计算机模拟结果与解析法的结果比较表明,该方法具有简单、快捷、直观、求解精度高的优点,而且可以完成复杂机构的运动分析,为平面连杆机构运动分析提供了更有效的工具。 展开更多
关键词 2-dof机构 运动分析 计算机模拟 逼近
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基于拓扑优化的平面2-DOF柔顺并联机构构型设计
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作者 朱志强 熊艳红 《包装工程》 CAS 北大核心 2019年第5期202-208,共7页
目的运用拓扑优化技术设计一种平面2-DOF(Degrees-of-Freedom)柔顺并联机构,使其具有微米级别的微运动特性。方法依据平面2-DOF并联原型机构的受力情况进行运动特性分析,基于同构封闭矢量映射原理构建平面2-DOF柔顺并联机构的微分运动Ja... 目的运用拓扑优化技术设计一种平面2-DOF(Degrees-of-Freedom)柔顺并联机构,使其具有微米级别的微运动特性。方法依据平面2-DOF并联原型机构的受力情况进行运动特性分析,基于同构封闭矢量映射原理构建平面2-DOF柔顺并联机构的微分运动Jacobian矩阵,表达多自由度的柔顺并联机构从输入到输出间各关节的运动关系。定义柔度为优化目标函数,微分运动Jacobian矩阵为运动条件,材料体积分数为约束条件,构建平面2-DOF柔顺并联机构材料属性的有理近似模型,并运用移动渐进线法优化求解。结果优化后的平面2-DOF柔顺并联机构构型在x方向的位移为-0.0089mm,在y方向的位移为0.0053 mm,同时,其沿x方向和y方向的微位移理论值为-0.0031 mm和0.0067 mm。结论与并联原型机构的运动特性相比,平面2-DOF柔顺并联机构优化后的微运动特性具有一致性,均为微米级。 展开更多
关键词 同构封闭矢量映射原理 平面2-dof柔顺并联机构 Jacobian矩阵 移动渐近线法 微运动特性
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Topology optimization of a 6-DOF spatial compliant mechanism based on Stewart propotype platform 被引量:3
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作者 Dachang Zhu Wanghu Zhan 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2019年第5期1044-1059,共16页
To improve the global stiffness and conveniently build a model of a compliant mechanism with spatial multiple degrees of freedom(DOF),the topology optimization method,combined with the isomorphic mapping matrix,is pro... To improve the global stiffness and conveniently build a model of a compliant mechanism with spatial multiple degrees of freedom(DOF),the topology optimization method,combined with the isomorphic mapping matrix,is proposed in this paper for structure synthesis of a 6-DOF spatial compliant mechanism.By using the differential approximation method,the Jacobian matrix of the Stewart prototype platform is calculated as the isomorphic mapping matrix,and its eigenvalues and eigenvectors are considered.Combining the isomorphic mapping matrix with the solid isotropic material with the penalization topology optimization method,the topological model of the 6-DOF spatial compliant mechanism is constructed,and a topological structure of the 6-DOF spatial compliant mechanism is derived which has the same differential kinematic characteristics as the Gough-Stewart prototype platform.Piezoelectric actuators are mounted inside the topological structure during the three-dimensional printing manufacturing process,and its driver directions are in accordance with the driver configuration directions of the Gough-Stewart prototype platform.The effectiveness of the proposed method for topological structure synthesis of the 6-DOF spatial compliant mechanism is demonstrated through several numerical examples and experimental studies. 展开更多
关键词 6-dof SPATIAL compliant mechanism STEWART prototype platform ISOMORPHIC mapping JACOBIAN matrix Topology optimization
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Limit cycle oscillation suppression of 2-DOF airfoil using nonlinear energy sink 被引量:8
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作者 郭虎伦 陈予恕 杨天智 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2013年第10期1277-1290,共14页
This paper presents a novel mechanical attachment, i.e., nonlinear energy sink (NES), for suppressing the limit cycle oscillation (LCO) of an airfoil. The dynamic responses of a two-degree-of-freedom (2-DOF) air... This paper presents a novel mechanical attachment, i.e., nonlinear energy sink (NES), for suppressing the limit cycle oscillation (LCO) of an airfoil. The dynamic responses of a two-degree-of-freedom (2-DOF) airfoil coupled with an NES are studied with the harmonic balance method. Different structure parameters of the NES, i.e., mass ratio between the NES and airfoil, NES offset, NES damping, and nonlinear stiffness in the NES, are chosen for studying the effect of the LCO suppression on an aeroelastic system with a supercritical Hopf bifurcation or subcritical Hopf bifurcation, respectively. The results show that the structural parameters of the NES have different influence on the supercritical Hopf bifurcation system and the subcritical Hopf bifurcation system. 展开更多
关键词 two-degree-of-freedom 2-dof airfoil FLUTTER limit cycle oscillation (LCO)suppression nonlinear energy sink (NES)
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Nonlinear Random Motion Analysis of Coupled Heave-Pitch Motions of a Spar Platform Considering lst-Order and 2nd-Order Wave Loads 被引量:6
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作者 Shuxiao Liu YougangTang Wei Li 《Journal of Marine Science and Application》 CSCD 2016年第2期166-174,共9页
In this study, the coupled heave-pitch motion equations of a spar platform were established by considering lst-order and 2nd-order random wave loads and the effects of time-varying displacement volume and transient wa... In this study, the coupled heave-pitch motion equations of a spar platform were established by considering lst-order and 2nd-order random wave loads and the effects of time-varying displacement volume and transient wave elevation. We generated random wave loads based on frequency-domain wave load transfer functions and the Joint North Sea Wave Project (JONSWAP) wave spectrum, designed program codes to solve the motion equations, and then simulated the coupled heave-pitch motion responses of the platform in the time domain. We then calculated and compared the motion responses in different sea conditions and separately investigated the effects of 2nd-order random wave loads and transient wave elevation. The results show that the coupled heave-pitch motion responses of the platform are primarily dominated by wave height and the characteristic wave period, the latter of which has a greater impact. 2nd-order mean wave loads mainly affect the average heave value. The platform's pitch increases after the 2nd-order low frequency wave loads are taken into account. The platform's heave is underestimated if the transient wave elevation term in the motion equations is neglected. 展开更多
关键词 spar platform coupled heave-pitch random waves 2nd-order wave loads transient wave elevation time domain analysis
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STRUCTURAL PARAMETERS CALIBRATION BY POSTURE MEASUREMENT ON PARALLEL 6-DOF PLATFORM 被引量:1
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作者 Wu Jiangning Li ShilunState Key Laboratory of Fluid Power Transmission and Control, Zhejiang University,Hangzhou 310027, China 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2002年第4期334-338,343,共6页
Some approaches to measure parallel 6-degree of freedom platform's posturestatically and to calibrate the platform's actual structural parameters by measuring a series of theplatform's varying postures are... Some approaches to measure parallel 6-degree of freedom platform's posturestatically and to calibrate the platform's actual structural parameters by measuring a series of theplatform's varying postures are studied. In the case where high posture accuracy is requiredrelatively, to obtain the platform's actual structural parameters is very important. Threedimensions measurement with 2 theodolites are used to obtain the platform's postures statically andNewton iterative method is adopted to calibrate structural parameters. Some measures taken in themeasurement and the calibration are discussed in detail. And the experiment results of theplatform's posture control before and after the calibration are given. The results show that theplatform's posture control accuracy after the calibration is improved notably. 展开更多
关键词 parallel 6-dof platform theodolite posture measurement nonlinearequation group structural parameters calibration
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Distributed tasks-platforms scheduling method to holonic-C2 organization 被引量:3
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作者 WANG Xun YAO Peiyang +2 位作者 ZHANG Jieyong WAN Lujun JIA Fangchao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第1期110-120,共11页
To solve the problem of distributed tasks-platforms scheduling in holonic command and control(C2) organization,the basic elements of the organization are analyzed firstly and the formal description of organizational e... To solve the problem of distributed tasks-platforms scheduling in holonic command and control(C2) organization,the basic elements of the organization are analyzed firstly and the formal description of organizational elements and structure is provided. Based on the improvement of task execution quality,a single task resource scheduling model is established and the solving method based on the m-best algorithm is proposed. For the problem of tactical decision-holon cannot handle tasks with low priority effectively, a distributed resource scheduling collaboration mechanism based on platform pricing and a platform exchange mechanism based on resource capacities are designed. Finally,a series of experiments are designed to prove the effectiveness of these methods. The results show that the proposed distributed scheduling methods can realize the effective balance of platform resources. 展开更多
关键词 COMMAND and control (C2) decision-holon distributed TASK allocation TASK EXECUTION quality platform PRICE order optimization.
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FLEXIBLE 2-DOF STEERING MODEL OF MULTI-AXLE HEAVY-DUTY VEHICLE 被引量:1
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作者 YangBo WangXuelin HuYujin LiChenggang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2004年第4期618-622,共5页
A flexible two degrees of freedom (2-DOF) steering model of multi-axlevehicle (MAV) is presented with considering the effect of frame flexibility based on the classic2-DOF model. A method to calculate the frame flexib... A flexible two degrees of freedom (2-DOF) steering model of multi-axlevehicle (MAV) is presented with considering the effect of frame flexibility based on the classic2-DOF model. A method to calculate the frame flexibility is derived by using three moments equation.The steering stability of MAV is analyzed. The steering performance of MAV is also researched infrequency domain. Simulation results show that the dynamic effects of flexible model are more severethan rigid model and the flexible effect of frame will weaken the steering stability of MAV.Different disposals of steering axles lead to different steering characteristics of MAV. Thein-phase steering mode improves the steering characteristics and stability at high speed. Theanti-phase steering mode increases the steering mobility at low vehicle speed. 展开更多
关键词 Multi-axle vehicle 2-dof model Steering characteristic Frame flexibility
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海上平台超临界CO_(2)管道泄漏扩散规律实验研究 被引量:2
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作者 刘涛 曹杨 +6 位作者 周伟 胡毅然 宋光春 杨雅琪 李彦尊 韩辉 李玉星 《中国海上油气》 CAS CSCD 北大核心 2024年第2期205-215,共11页
CO_(2)封存是实现中国“双碳”目标的有效技术途径之一,海上CO_(2)封存通常依托海上油气平台管道回注,CO_(2)回注过程中可能发生泄漏而严重影响作业人员安全。以恩平15-1海上平台为研究对象,开展超临界CO_(2)泄漏扩散规律实验研究。通... CO_(2)封存是实现中国“双碳”目标的有效技术途径之一,海上CO_(2)封存通常依托海上油气平台管道回注,CO_(2)回注过程中可能发生泄漏而严重影响作业人员安全。以恩平15-1海上平台为研究对象,开展超临界CO_(2)泄漏扩散规律实验研究。通过缩比设计,搭建与恩平15-1相应的物理模型实验平台,利用相似理论和量纲分析方法,设计了超临界CO_(2)泄漏扩散参数,开展了海上平台管道CO_(2)在不同泄漏压力(1.5~3.0 MPa)、泄漏孔径(0.5~6.2 mm)、泄漏方向(水平、竖直、斜45°)及环境风速(0~0.5 m/s)下的相似模型实验,研究泄漏CO_(2)在平台上的扩散情况及浓度分布规律。结果表明:压力和环境风速的变化,会影响CO_(2)泄漏后的近场射流,但对其远场扩散的影响较小;CO_(2)浓度会在泄漏约20 s后达到峰值并保持稳定,不会随泄漏时间的增加而增大;泄漏口径会显著影响泄漏口轴向CO_(2)浓度的分布规律。研究结果为海上平台CO_(2)泄漏监测与安全防护设计提供了参考。 展开更多
关键词 海上平台 恩平15-1 CO_(2)回注 CO_(2)泄漏扩散规律 物理模型实验 量纲分析
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Two Improvements on Numerical Simulation of 2-DOF Vortex-Induced Vibration with Low Mass Ratio 被引量:1
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作者 KANG Zhuang NI Wen-chi +1 位作者 ZHANG Xu SUN Li-ping 《China Ocean Engineering》 SCIE EI CSCD 2017年第6期764-772,共9页
Till now, there have been lots of researches on numerical simulation of vortex-induced vibration. Acceptable results have been obtained for fixed cylinders with low Reynolds number. However, for responses of 2-DOF vor... Till now, there have been lots of researches on numerical simulation of vortex-induced vibration. Acceptable results have been obtained for fixed cylinders with low Reynolds number. However, for responses of 2-DOF vortex-induced vibration with low mass ratio, the accuracy is not satisfactory, especially for the maximum amplitudes. In Jauvtis and Williamson's work, the maximum amplitude of the cylinder with low mass ratio m*=2.6 can reach as large as 1.5D to be called as the "super-upper branch", but from current literatures, few simulation results can achieve such value, even fail to capture the upper branch. Besides, it is found that the amplitude decays too fast in the lower branch with the RANS-based turbulence model. The reason is likely to be the defects of the turbulence model itself in the prediction of unsteady separated flows as well as the unreasonable setting of the numerical simulation parameters. Aiming at above issues, a modified turbulence model is proposed in this paper, and the effect of the acceleration of flow field on the response of vortex-induced vibration is studied based on OpenFOAM. By analyzing the responses of amplitude, phase and trajectory, frequency and vortex mode, it is proved that the vortex-induced vibration can be predicted accurately with the modified turbulence model under appropriate flow field acceleration. 展开更多
关键词 2-dof vortex-induced vibration numerical simulation modified turbulence model ACCELERATION
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基于J2EE标准和Weblogic Platform的网络拍卖系统架构研究
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作者 梁崇义 安旭东 《机电产品开发与创新》 2006年第3期55-57,共3页
在介绍J2EE技术标准和BEAWeblogic平台基础上,描述了一个多用户企业级的电子商务解决方案,讨论了如何用基于Java组件实现安全、健壮、可移植的Web应用。
关键词 J2EE标准 WEBLOGIC platform 解决方案 JAVA组件
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Controllability and Observability of 2-DOF Permanent Magnet Maglev System with Linear Control
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作者 CUITian-shi OKakoichi DONGGui-ju 《Journal of Northeast Agricultural University(English Edition)》 CAS 2005年第1期79-82,共4页
A new type of 2-DOF(degree of freedom) magnetic levitation system for multi-DOF levitation is proposed. In this system, the force of permanent magnets are used for levitation and controlled by adjusting the reluctance... A new type of 2-DOF(degree of freedom) magnetic levitation system for multi-DOF levitation is proposed. In this system, the force of permanent magnets are used for levitation and controlled by adjusting the reluctance of the magnetic circuit. Using permanent magnets, the feature of this system is effective for saving energy and avoiding heat generation. First, the principle of the levitation system and typical reluctance control methods are described. Second, an experimental device based on the principle is introduced. Finally, the feasibility of this system is considered from linear control theory. 展开更多
关键词 permanent magnet magnetic levitation system linear control 2-dof
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Novel Architecture of OneM2M-Based Convergence Platform for Mixed Reality and IoT
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作者 Seungwoon Lee Woogeun Kil +2 位作者 Byeong-hee Roh SJ Kim Jin-suk Kang 《Computers, Materials & Continua》 SCIE EI 2022年第4期51-69,共19页
There have been numerous works proposed to merge augmented reality/mixed reality(AR/MR)and Internet of Things(IoT)in various ways.However,they have focused on their specific target applications and have limitations on... There have been numerous works proposed to merge augmented reality/mixed reality(AR/MR)and Internet of Things(IoT)in various ways.However,they have focused on their specific target applications and have limitations on interoperability or reusability when utilizing them to different domains or adding other devices to the system.This paper proposes a novel architecture of a convergence platform for AR/MR and IoT systems and services.The proposed architecture adopts the oneM2M IoT standard as the basic framework that converges AR/MR and IoT systems and enables the development of application services used in general-purpose environments without being subordinate to specific systems,domains,and device manufacturers.We implement the proposed architecture utilizing the open-source oneM2M-based IoT server and device platforms released by the open alliance for IoT standards(OCEAN)and Microsoft HoloLens as an MR device platform.We also suggest and demonstrate the practical use cases and discuss the advantages of the proposed architecture. 展开更多
关键词 Internet of things(IoT) augmented realty(AR) mixed reality(MR) microsoft HoloLens oneM2M convergence platform
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Simulation and Implementation of Real-Time Vision-Based Control System for 2-DoF Robotic Arm Using PID with Hardware-in-the-Loop
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作者 Mohammad Al-Shabi 《Intelligent Control and Automation》 2015年第2期147-157,共11页
Microsoft Kinect sensor has shown the research community that it's more than just an interactive gaming device, due to its multi-functional abilities and high reliability. In this work, online HIL (Hardware-in-the... Microsoft Kinect sensor has shown the research community that it's more than just an interactive gaming device, due to its multi-functional abilities and high reliability. In this work, online HIL (Hardware-in-the-Loop) experimental data are used to apply human motion imitation to a 2-degree of freedom Lego Mind storm NXT robotic arm. A model simulation of the dc motor used in this experiment is also present in this paper. The acquired input data from the Kinect sensor are processed in a closed loop PID controller with feedback from motors encoders. The applied algorithms solve the overlapping input problem, conducting a simultaneous control of both shoulder and elbow joints, and solving the overlapping input problem as well. The work in this paper is presented as a prototype to assure the applicability of the algorithms, for further development. 展开更多
关键词 HIL NXT KINECT PID Real-Time Image Processing IMITATION 2-dof
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The Italian ZECOMIX Platform: CO<sub>2</sub>Capture on Calcined Dolomite in Fluidized Bed Carbonator Unit
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作者 Silvera Scaccia Stefano Stendardo +12 位作者 Giuseppina Vanga Leandro Pagliari Stefano Cassani Mirko Nobili Giuseppe Messina Andrea Assettati Giuliano Guidarelli Salvatore Attanasi Caterino Stringola Andrea Grasso Ivano Cassani Antonio Calabró Pier Ugo Foscolo 《Natural Resources》 2014年第9期433-441,共9页
The Italian Zecomix platform is a gasification pilot-scale plant integrated CCS technology, whose flexibility allows operating each unit alone. For quantitative analysis of the gaseous species an analytical system bas... The Italian Zecomix platform is a gasification pilot-scale plant integrated CCS technology, whose flexibility allows operating each unit alone. For quantitative analysis of the gaseous species an analytical system based on commercially available instruments and sampling lines at various points of plant was properly designed. A Fourier Transform Infrared Spectrometric (FTIR) with portable low resolution and gas chromatographic tools were used. The fluidized bed calciner/ carbonator unit was fed with naturally occurring dolomite (about 300 kg) from quarry of Biella (Italy) and tested for CO2 capture. Carbonation reaction was conducted at around 700°C under simulated reformed synthesis gas containing 30% of CO2. Based on GC and FTIR results a CO2 retention better than 70% was achieved. The application of grain model establishing the carbonation reaction was kinetically controlled within 50 seconds and the reaction rate constant was comparable to that obtained at laboratory-scale level by thermogravimetric analyzer. 展开更多
关键词 ZECOMIX Experimental platform DOLOMITE CO2 CAPTURE Fluidized Bed GC and FTIR Kinetics
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Assumption of E-commerce Platform of Agricultural Products Based on F2C2B Mode
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作者 KeweiZhu 《International Journal of Technology Management》 2017年第4期86-88,共3页
This paper proposes the assumption of E-commerce platform of the agricultural products based on the F2C2B mode. The whole e-commerce model is guided by the idea of the supply chain management from the perspective of t... This paper proposes the assumption of E-commerce platform of the agricultural products based on the F2C2B mode. The whole e-commerce model is guided by the idea of the supply chain management from the perspective of the modern system, and the e-commerce integration model from customer to supplier is implemented, and the whole is optimized. E-commerce to cloud computing as the basic environment, the construction of public cloud services and private cloud resources, based on public cloud to the SaaS way to provide services to customers, focus on business search and business collaboration, make full use of the lnternet, modern communications technology to provide the real- service. The development of agricultural economy, no longer depends only on the number of some traditional agricultural resources, but also depends on the modern technology, information access and use. Through the development of basic network technology, by virtue of some modern electronic information technology and some other means that can improve the intelligence of agricultural use of the information resources, the proposed model provides the new methodology of the solution. 展开更多
关键词 F2C2B Mode E-commerce platform Agricultural Products.
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基于GEE和Sentinel-2影像的杭州城市湿地精细化分类研究
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作者 潘宸 侯浩 +3 位作者 唐伟 蒋卫国 王品 胡潭高 《北京师范大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第3期447-458,共12页
基于Google Earth Engine(GEE)云平台,使用Sentinel-2卫星影像数据,采用随机森林算法面向杭州城市湿地类型进行遥感分类研究.研究结果表明:在进行湿地类型精细化分类时,相比于使用单一特征信息分类,多特征信息的组合可以显著提高分类精... 基于Google Earth Engine(GEE)云平台,使用Sentinel-2卫星影像数据,采用随机森林算法面向杭州城市湿地类型进行遥感分类研究.研究结果表明:在进行湿地类型精细化分类时,相比于使用单一特征信息分类,多特征信息的组合可以显著提高分类精度,最优特征组合包括传统光谱特征、红边光谱特征、变换特征、纹理特征和地形特征,其总体精度为81.2%,Kappa系数为0.75;不同特征信息对于不同湿地类型的提取具有重要作用,传统光谱特征对于滩地和养殖池的识别非常有利,而红边光谱特征和变换特征分别对草本沼泽和湖泊的识别更为有效.此外,红边光谱特征和纹理特征的组合有利于运河/水渠的识别.通过特征对比实验可为湿地精细化分类的案例研究提供参考,湿地分类结果可为杭州城市湿地信息的遥感识别提供数据支撑. 展开更多
关键词 Google Earth Engine(GEE)云平台 Sentinel-2影像 随机森林算法 湿地精细化分类
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