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Feasibility Study of Electromechanical Cylinder Drivetrain for Offshore Mechatronic Systems 机电缸传动系统在海上机电一体化系统中的可行性研究
IF 1.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-04 DOI: 10.4173/MIC.2017.2.2
D. Hagen, W. Pawlus, M. Ebbesen, T. Andersen
Currently, there is an increasing focus on the environmental impact and energy consumption of the oil and gas industry. In offshore drilling equipment, electric motors tend to replace traditionally used hydraulic motors, especially in rotational motion control applications. However, force densities available from linear hydraulic actuators are still typically higher than those of electric actuators. Therefore, usually the remaining source of hydraulic power is thereby the hydraulic cylinder. This paper presents a feasibility study on the implementation of an electromechanical cylinder drivetrain on an offshore vertical pipe handling machine. The scope of this paper is to investigate the feasibility of a commercial off-the-shelf drivetrain. With a focus on the motion performance, numerical modeling and simulation are used when sizing and selecting the components of the considered electromechanical cylinder drivetrain. The simulation results are analyzed and discussed together with a literature study regarding advantages and disadvantages of the proposed solution considering the design criteria of offshore drilling equipment. It is concluded that the selected drivetrain can only satisfy the static motion requirements since the required transmitted power is higher than the recommended permissible power of the transmission screw. Consequently, based on the recommendation of the manufacturer, avoidance of overheating cannot be guaranteed for the drivetrain combinations considered for the case study presented in this paper. Hence, to avoid overheating, the average speed of the motion cycle must be decreased. Alternatively, external cooling or temperature monitoring and control system that prevents overheating could be implemented.
目前,人们越来越关注石油和天然气行业的环境影响和能源消耗。在海上钻井设备中,电动马达逐渐取代传统的液压马达,特别是在旋转运动控制应用中。然而,线性液压致动器的力密度仍然比电动致动器高。因此,通常液压动力的剩余来源是液压缸。本文介绍了在海上立式管道装卸机上实施机电缸传动系统的可行性研究。本文的范围是研究商用现成动力传动系统的可行性。考虑到运动性能,在确定尺寸和选择所考虑的机电缸传动系统部件时,使用数值建模和仿真。对仿真结果进行了分析和讨论,并结合海上钻井设备的设计准则对所提方案的优缺点进行了文献研究。结果表明,所选传动系统仅能满足静态运动要求,因为所需的传动功率高于传动螺杆的推荐允许功率。因此,根据制造商的建议,不能保证在本文中提出的案例研究中考虑的传动系统组合不会过热。因此,为了避免过热,必须降低运动周期的平均速度。或者,外部冷却或温度监测和控制系统,防止过热可以实施。
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引用次数: 14
Improving the Accuracy of the GM(1,1) by Data Grouping Technique and Its Application to Forecast Vehicle Volume and CO2 Emission in Tokushima City, Japan 利用数据分组技术提高GM(1,1)的准确性及其在日本德岛市机动车量和CO2排放预测中的应用
IF 1.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-01 DOI: 10.2316/P.2017.848-016
Vincent B. Getanda, H. Oya, T. Kubo
This paper deals with the problem for improving the accuracy of the grey model (GM(1,1)) in traffic flow and CO2 emission prediction. In order to improve the prediction accuracy, we adopt a data grouping technique along with the GM(1,1) and a Grouped GM(1,1) (GGM(1,1)) is established. Moreover, by applying techniques of accumulated generating operation (AGO) and inverse accumulated generating operation (IAGO) on training data collected from national route 11 of Tokushima City, Japan, the accuracy of GM(1,1) and GGM(1,1) in forecasting vehicle volume and CO2 emissions is investigated. Therefore, in this paper we contribute to develop and enhance the GM(1,1)’s accuracy in prediction.
本文研究了提高灰色模型GM(1,1)在交通流和二氧化碳排放预测中的精度问题。为了提高预测精度,我们采用了GM(1,1)的数据分组技术,建立了一个分组GM(1,1) (GGM(1,1))。利用累积发电操作(AGO)和逆累积发电操作(IAGO)技术对日本德岛市11号国道的训练数据进行分析,考察GM(1,1)和GGM(1,1)预测车流量和CO2排放量的准确性。因此,本文为进一步发展和提高GM(1,1)的预测精度做出了贡献。
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引用次数: 4
Modelling Missing Data for PM2.5 Time Series Forecasting with Computational Intelligence 基于计算智能的PM2.5时间序列预测缺失数据建模
IF 1.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-01 DOI: 10.2316/P.2017.848-025
M. Oprea, M. Popescu, M. Olteanu
The paper presents two missing data filling methods which can be applied to time series forecasting. The basic idea of the proposed methods is that usually, the forecasted parameter (in this case PM2.5 air pollutant concentration) is dependent on some related parameters that influence its value. When the parameter time series have missing data due to various reasons (e.g. faulty measurement instruments), the time series of other parameters (if available) can be used to fill in the missing values. One method is based on an artificial neural network that has as input the values of the other related parameters measured at time t and as output the value of the missing value of the forecasted parameter at time t. The other method is Holt-Winters which uses as inputs previous values of the forecasted parameter. These methods are proper for cases with larger gaps in the time series (more than several days). These filling methods are compared in terms of statistical indicators (e.g. RMSE). Also, a comparative study was performed for PM2.5 forecasting accuracy analysis with two forecasting methods: a feed forward artificial neural network and Holt-Winters.
本文提出了两种可用于时间序列预测的缺失数据填充方法。所提出的方法的基本思想是,通常,预测参数(本例中为PM2.5空气污染物浓度)依赖于一些影响其值的相关参数。当参数时间序列由于各种原因(如测量仪器故障)导致数据缺失时,可以使用其他参数的时间序列(如有)来填补缺失值。一种方法是基于人工神经网络,该网络以在时刻t测量的其他相关参数的值作为输入,并以在时刻t预测参数的缺失值作为输出。另一种方法是Holt-Winters,它使用预测参数的先前值作为输入。这些方法适用于时间序列中间隔较大(超过几天)的情况。根据统计指标(如均方根误差)对这些填充方法进行比较。对比研究了前馈人工神经网络和Holt-Winters两种预测方法对PM2.5的预测精度分析。
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引用次数: 1
Digital Tracking Control Based on Plant-Input-Mapping with Prefilter Adjustment 基于植物输入映射和预滤波调整的数字跟踪控制
IF 1.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-01 DOI: 10.2316/P.2017.848-055
Tian Ji, N. Hori
Digital redesign method called the Plant-Input-Mapping (PIM) method is used as bases for the design of a digital controller to track a ramp-type reference input without steady-state errors. This is achieved by modifying a lower order part of the numerator in the pre-filter so that the condition for the controller to have zero steady-state error is satisfied. The Euler operator is used so that the arguments made in the continuous-time domain are carried over to the discrete-time domain with ease. Simulation results are presented to show that the proposed modification made to the PIM digital controller is effective. Comparisons with the digital controller designed using the Tustin discretization method are also shown.
采用植物输入映射(PIM)方法作为基础,设计了一种无稳态误差跟踪斜坡型参考输入的数字控制器。这是通过修改预滤波器中分子的低阶部分来实现的,从而满足控制器具有零稳态误差的条件。使用欧拉算子,使得在连续时间域中的参数可以很容易地转移到离散时间域中。仿真结果表明,对PIM数字控制器所作的改进是有效的。并与采用Tustin离散化方法设计的数字控制器进行了比较。
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引用次数: 1
Competitive Agents Implementing Parallel Tabu Searches for Job Shop Scheduling Problem with Time Lags 时滞作业车间调度问题的竞争代理并行禁忌搜索
IF 1.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-01 DOI: 10.2316/P.2017.848-052
M. Harrabi, O. Driss, K. Ghédira
This paper deals with the Job Shop scheduling problem with constraints of minimum and maximum Time Lags (JSTL). This problem is an extension of the job shop scheduling problem, with additional constraints of minimum and maximum time lags existing between successive operations of the same job. In this work, we investigate Parallel Tabu Searches implemented by competitive agents for the Job Shop problem with Time Lags. The resolution model consists of an Interface Agent and a set of n competitive Job Agents, each one containing the tabu search core, generates an initial solution, executes the tabu search process and uses the NEH heuristic process for the diversification step. Good performances of the proposed model are shown through different comparisons on benchmarks based on instances of the literature.
研究了具有最大和最小时间滞后约束的Job Shop调度问题。该问题是作业车间调度问题的扩展,在同一作业的连续操作之间存在最小和最大时间滞后的附加约束。在这项工作中,我们研究了竞争代理对具有时间滞后的Job Shop问题的并行禁忌搜索。该解决模型由一个接口代理和一组n个竞争Job Agent组成,每个Job Agent包含禁忌搜索核心,生成一个初始解,执行禁忌搜索过程,并使用NEH启发式过程进行多样化步骤。通过基于文献实例的不同基准比较显示了所提出模型的良好性能。
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引用次数: 4
Cessna citation X engine model experimental validation 塞斯纳citation X发动机模型实验验证
IF 1.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-01 DOI: 10.2316/P.2017.848-031
Paul Alexandre A. Bardella, R. Botez, Pierre Pageaud
The aviation industry is motivated to develop and validate new aircraft models for the prediction of engine performance. These models are used in the preliminary aircraft design in order to predict its engines performance. The purpose of this study is to design an accurate model of the fan and compressor engine components. This model will then be integrated in a full engine model based on a component modeling approach. Several methods already exist to model compressing components. Among them, the stage-stacking method is used in this paper. This method can be used to predict the compressor performance but also its deterioration (ex: “fouling”). In both cases, the principle is the same. Each stage is separated, and the first stage outputs are used for the next stage as inputs until the last stage is reached, when the final outputs are acquired. A Cessna Citation X Level D Research Flight Simulator designed by CAE Inc. is used to sample the data needed to identify and validate the engine models elaborated for the whole flight envelope. Level D is the highest level of certification given by the FAA for the flight dynamics. Thus the simulator is used as real aircraft flight dynamics data. Different flight tests were performed to mesh the flight envelope for different flight conditions (Mach numbers from 0 to 0.92; altitude from 0 to 50000ft and Throttle Lever Angle,TLA, from “idle” to “max” in degrees). Nonetheless, the stage stacking method needs information which is not always available, such as the blade angle. A “grey box” approach was chosen. The unmeasurable parameters were identified in order to tune the model, and thus to reduce the global error between the model and the simulation data. A “black box” approach was also with an optimisation algorithm to approximate the outputs as polynomial functions of the inputs. In both cases the results were found to be accurate.
航空工业有动力开发和验证用于预测发动机性能的新飞机模型。这些模型用于飞机的初步设计,以预测其发动机的性能。本研究的目的是设计一个精确的风扇和压气机发动机部件模型。然后,该模型将被集成到基于组件建模方法的完整引擎模型中。已有几种方法可以对压缩组件建模。其中,本文采用的是阶段叠加法。这种方法既可用于预测压缩机的性能,也可用于预测其恶化情况(例如:“结垢”)。在这两种情况下,原理是相同的。每个阶段都是分开的,第一阶段的输出用作下一阶段的输入,直到到达最后阶段,获得最终输出。CAE公司设计的Cessna Citation X Level D研究型飞行模拟器用于采集数据,以识别和验证为整个飞行包线精心设计的发动机模型。D级是美国联邦航空局对飞行动力学给出的最高级别认证。因此,该模拟器可以作为真实的飞机飞行动力学数据。针对不同的飞行条件(马赫数从0到0.92;高度从0到50000ft,油门杆角度,TLA,从“怠速”到“最大”度)。然而,阶段叠加法需要的信息并不总是可用的,比如叶片角度。我们选择了一种“灰盒”方法。识别不可测参数,对模型进行调优,从而减小模型与仿真数据之间的全局误差。“黑盒”方法还使用优化算法将输出近似为输入的多项式函数。在这两种情况下,结果都是准确的。
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引用次数: 7
Performance Analysis on a Decoupled Maximum Likelihood Angle Estimator in an FM Based Passive Bistatic Radar 调频无源双基地雷达解耦最大似然角估计器性能分析
IF 1.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-01 DOI: 10.2316/P.2017.848-044
Geun-Ho Park, Dong-Gyu Kim, Ho Jae Kim, Jin-O Park, Wonjin Lee, Jae-Heon Ko, Hyoung-Nam Kim, Xianglan Jin
We analyze the performance of a decoupled maximum likelihood (DEML) angle estimator in an FM based passive bistatic radar. Under the assumption that the bistatic range, the Doppler frequency estimates, and the transmitted signal emitted from an illuminator are given, we analyze the sensitivity of the DEML estimator against the range and Doppler frequency errors from the analytic expressions and simulation results. As a result, the performance of the DEML estimator may be mainly degraded by the Doppler frequency errors and we derive a condition that the root-mean-square error of the DEML estimator diverges.
分析了一种解耦极大似然(DEML)角估计器在调频被动双基地雷达中的性能。在给定双基地距离、多普勒频率估计和照明器发射信号的前提下,从解析表达式和仿真结果分析了DEML估计器对距离和多普勒频率误差的灵敏度。结果表明,DEML估计器的性能主要受到多普勒频率误差的影响,并给出了DEML估计器均方根误差发散的条件。
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引用次数: 0
Wrist Vein Recognition by Ordinary Camera Using Phase-based Correspondence Matching 基于相位对应匹配的普通相机腕静脉识别
IF 1.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-01 DOI: 10.2316/P.2017.848-051
Ozden Niyaz, Zehra Gulru Cam, T. Yıldırım
With rapid advances in technology, biometric control systems have become part of the contemporary world. Wrist pattern is a biometric that is unique to the individual and can be seen on the skin of most individuals. This study focuses on the left wrist vein images of 20 people, in a visible light band, using a simple smartphone 5 MP camera. Selecting a reference line on wrist wrinkle, the wrist vein regions are cropped as square. The red layer of the RGB vein image has been filtered with Gaussian Low Pass Filter to eliminate any high frequency noise. Sharpening and contrast stretching operations have been used on the filtered images. Sub-pixel correspondence matching, using phase-only correlation method, can yield efficient results for biometric image matching. In this paper, phase-based correspondence matching pattern recognition method is used in order to perform person recognition from wrist vein patterns, which have been captured by a smartphone camera. It is argued that, the experiments this study has conducted demonstrates that phase-based correspondence matching provides an effective means for wrist vein recognition.
随着技术的快速发展,生物识别控制系统已经成为当代世界的一部分。腕纹是一种独特的生物特征,可以在大多数人的皮肤上看到。这项研究的重点是20个人的左手腕静脉图像,在可见光波段,使用一个简单的智能手机500万像素的相机。选择手腕皱纹上的参考线,将手腕静脉区域裁剪为正方形。用高斯低通滤波器对RGB静脉图像的红色层进行滤波,消除高频噪声。对过滤后的图像进行了锐化和对比度拉伸操作。亚像素对应匹配是一种采用纯相位相关方法进行生物特征图像匹配的有效方法。本文采用基于相位的对应匹配模式识别方法,从智能手机相机拍摄的腕静脉模式中进行人物识别。本研究的实验表明,基于相位的对应匹配为腕静脉识别提供了一种有效的手段。
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引用次数: 1
Development of an Active Shoulder Prosthesis with Low-Level Control Validation 具有低水平控制验证的主动肩关节假体的开发
IF 1.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-01 DOI: 10.2316/P.2017.848-058
Thilina H. Weerakkody, T. Lalitharatne, R. A. R. C. Gopura, N. Liyanaarachchi, Chinthaka Herath
Proper functioning of the shoulder complex is imperative for upper limb motion. Therefore, amputees who undergo shoulder disarticulation or forequarter amputation require a prosthetic device which can replicate the functionalities of a human shoulder, in order to regain their upper limb motions. Different prosthetic devices are proposed for shoulder level amputees to assist motions of the shoulder complex. This paper proposed an externally powered prosthetic device for shoulder amputees. The shoulder prosthesis can perform shoulder flexion/extension, shoulder abduction/adduction, and shoulder internal/external rotation. Experiments are carried out with a low–level control method to validate the motion generation of the proposed prosthesis.
肩部复合体的正常功能对上肢运动是必不可少的。因此,接受肩部或前肢截肢手术的截肢者需要一种能够复制人类肩部功能的假肢装置,以恢复其上肢运动。不同的假体装置被建议用于肩关节水平截肢者,以辅助肩关节复合体的运动。本文提出了一种用于肩部截肢者的外源动力假肢装置。肩关节假体可以进行肩关节屈伸,肩关节外展/内收,肩关节内旋/外旋。采用低级控制方法进行了实验,验证了所提出的假肢的运动生成。
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引用次数: 1
Modelling in Bond Graph of Systems with Multi-Time-Scale 多时间尺度系统键合图的建模
IF 1.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-01 DOI: 10.2316/P.2017.848-020
Gilberto Gonzalez-A, V. L. Garza
A bond graph model of a three-time scale system is presented. The original system is decomposed into ’slow’, ’fast 1’ and ’fast 2’ (faster than fast 1) subsystems. Reduced models that determine the quasisteady state model are obtained. By removing the fast dynamics assigning a derivative causality and maintaining an integral causality assignment, reduced models are obtained. This reduction is done in two parts: …rst removing the fast 2 dynamics and then fast 1 dynamics. Finally, the proposed methodology is applied to an example.
提出了三时间尺度系统的键合图模型。原系统被分解为“慢”、“快1”和“快2”(快于快1)子系统。得到了确定准稳态模型的简化模型。通过去掉快速动态的导数因果关系赋值,保持整体因果关系赋值,得到了简化模型。这种减少分两部分完成:…首先删除快2动态,然后删除快1动态。最后,对一个实例进行了应用。
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引用次数: 0
期刊
Modeling Identification and Control
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