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2013 13th International Conference on Control, Automation and Systems (ICCAS 2013)最新文献

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A study on signal processing algorithm for seam tracking in pipeline welding 管道焊接中焊缝跟踪的信号处理算法研究
Pub Date : 2013-10-01 DOI: 10.1109/ICCAS.2013.6704189
H. Moon, Jong-Cheol Kim, Jong-jun Kim, Young-Baek Kim
The productivity and reliability are regarded as most essential features of the automatic welding system. From practical point of view, the carriage and band system has been verified as one of most effective welding systems for pipeline laying. The productivity depends on several parameters such as a performance of the welding system, the level of operator's skill and the reliable sensor systems. This application-oriented paper introduces new automatic welding equipment for pipeline construction. It is based on cutting-edge design and practical welding physics to minimize downtime due to the system faults. This paper also describes the control system which was designed and implemented for the automatic welding equipment. The system has the self diagnostic function which facilitates maintenance and repairs, and has the wireless network function via which the welding task data can be transmitted and monitored. The signal processing algorithm was also developed for the narrow welding groove in order to implement higher accuracy of seam tracking and fully automatic operation.
生产率和可靠性被认为是自动焊接系统最基本的特征。从实际应用的角度来看,车架带式焊接系统是管道铺设中最有效的焊接系统之一。生产率取决于几个参数,如焊接系统的性能、操作人员的技能水平和可靠的传感器系统。本文以应用为导向,介绍了用于管道施工的新型自动焊接设备。它基于尖端的设计和实用的焊接物理,以最大限度地减少由于系统故障造成的停机时间。本文还介绍了自动焊接设备控制系统的设计与实现。该系统具有自诊断功能,便于维护和维修,并具有无线网络功能,可通过无线网络传输和监控焊接任务数据。为了实现更高的焊缝跟踪精度和全自动操作,开发了窄焊坡口的信号处理算法。
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引用次数: 4
Characteristics of elbow movements to different amounts of surface electromyography-based assistive torque 基于表面肌电图辅助转矩的肘关节运动特征
Pub Date : 2013-10-01 DOI: 10.1109/ICCAS.2013.6703889
Suncheol Kwon, Youngjin Na, Yunjoo Kim, Jung Kim
This study investigated the characteristics of human responses to different amounts of SEMG-based assistive torque. A power assistive device provided proportional torque with respect to the estimated human torque using surface electromyography (SEMG). Seven participants performed self-paced elbow flexion tests under five conditions, each having the different proportion of the assistance. We computed the variability of the angle and angular velocity of the elbow joint to quantify relative stability of the assisted movements. Power spectral density of the angular acceleration of the joint was also computed to characterize the power and bandwidth of the movements in the frequency domain. From the experiments the variability gradually increased with the amount of the assistive torque and it indicated that the movements in response to increased assistive torque became relatively more unstable. In addition, the power and bandwidth of the movements were gradually increased although subject's physical efforts for the movements were decreased. This study can be used as a cornerstone to determine the amount of SEMG-based assistive torque for maintaining smooth and natural human movements.
本研究调查了人类对不同量的基于表面肌电信号的辅助扭矩的反应特征。动力辅助装置提供了相对于使用表面肌电图(SEMG)估计的人体扭矩成比例的扭矩。七名参与者在五种情况下进行了自定节奏的肘关节屈曲测试,每种情况下都有不同比例的辅助。我们计算了肘关节角度和角速度的可变性,以量化辅助运动的相对稳定性。计算了关节角加速度的功率谱密度,以表征运动的功率和频域带宽。实验结果表明,随着辅助转矩的增大,运动变异性逐渐增大,辅助转矩增大时运动相对不稳定。此外,尽管受试者对动作的体力消耗减少,但动作的力量和带宽逐渐增加。这项研究可以作为确定基于表面肌电信号的辅助扭矩量以维持平稳和自然的人体运动的基石。
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引用次数: 0
Dilated LMIs based stability analysis for artificial T-S fuzzy control systems 基于扩展lmi的人工T-S模糊控制系统稳定性分析
Pub Date : 2013-10-01 DOI: 10.1109/ICCAS.2013.6703955
D. Kim, Jin Bae Park, Y. Joo
This paper presents relaxed stabilization condition for artificial Takagi-Sugeno (T-S) fuzzy control systems. Continuous membership functions of the T-S fuzzy system are represented by staircase membership functions. With the property of the staircase membership functions, it turns the set of infinite number of linear matrix inequalities(LMIs) based stability conditions into a finite one. The proposed stability analysis is represented dilated LMIs which is used to add slack variables for less conservative stability conditions. Finally, simulation example is given to illustrate the merits of the proposed method.
提出了人工Takagi-Sugeno (T-S)模糊控制系统的松弛镇定条件。T-S模糊系统的连续隶属函数用阶梯隶属函数表示。利用阶梯隶属函数的性质,将基于无穷个线性矩阵不等式的稳定条件集合转化为一个有限的稳定条件集合。所提出的稳定性分析用扩展lmi来表示,该扩展lmi用于在不太保守的稳定性条件下添加松弛变量。最后,通过仿真实例说明了该方法的优越性。
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引用次数: 0
Adaptive backstepping sliding mode control for MEMS gyroscope MEMS陀螺仪的自适应反步滑模控制
Pub Date : 2013-10-01 DOI: 10.1109/ICCAS.2013.6703860
J. Fei, Mingyuan Xin, Weili Dai
In this paper, an adaptive backstepping sliding mode control approach is proposed to attenuate the tracking error and control the MEMS triaxial gyroscope. An adaptive backstepping controller that can compensate the system nonlinearities is incorporated into the sliding mode control scheme in the Lyapunov framework. First, a robust backstepping control system incorporated with sliding mode control technique is designed. Then, an adaptive law is derived to estimate the upper bound value of the lumped uncertainty in the backstepping sliding mode control. With the adaptive backstepping sliding mode controller, the chattering in control efforts can be obviously reduced. Numerical simulation is provided to verify the effectiveness of the proposed scheme.
本文提出了一种自适应反步滑模控制方法,用于减小MEMS三轴陀螺仪的跟踪误差和控制。在Lyapunov框架的滑模控制方案中加入了一种补偿系统非线性的自适应反步控制器。首先,设计了结合滑模控制技术的鲁棒反步控制系统。然后,推导出一种自适应律来估计反演滑模控制中集总不确定性的上界值。采用自适应反步滑模控制器,可以明显降低控制效果中的抖振。通过数值仿真验证了该方案的有效性。
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引用次数: 11
Adaptive control of autonomous bicycle kinematics 自主自行车运动学自适应控制
Pub Date : 2013-10-01 DOI: 10.1109/ICCAS.2013.6704019
Omar Al-Buraiki, Sami El Ferik
In this paper, an adaptive Self-Tuning Regulator is proposed to control an autonomous bicycle kinematics. The model used for describing the dynamics of the bicycle is Whipple's bicycle model. The roll (lean) and the steer angle of the bicycle the two outputs of the model and the torques across the roll and steer angle as the two control variables. The identification technique used in here is recursive least square identification and the proposed control strategy is state feedback control with the controller gain calculated using linear quadratic regulator. The autonomous bicycle was tested for varying velocities and it was observed that the adaptive controller gives a good control action of the bicycle model not just within the stable velocity region but outside it as well.
本文提出了一种自适应自整定调节器来控制自主自行车的运动。用于描述自行车动力学的模型是惠普尔的自行车模型。将自行车的侧倾(倾斜)和转向角作为模型的两个输出,并将横滚和转向角的扭矩作为两个控制变量。本文采用递推最小二乘辨识技术,提出的控制策略为状态反馈控制,控制器增益采用线性二次型调节器计算。对自主自行车进行了变速测试,结果表明,自适应控制器不仅在稳定速度区域内,而且在稳定速度区域外,都能很好地控制自行车模型。
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引用次数: 5
An online single-network adaptive algorithm for continuous-time nonlinear optimal control 连续时间非线性最优控制的在线单网络自适应算法
Pub Date : 2013-10-01 DOI: 10.1109/ICCAS.2013.6704205
Jae Young Lee, Jin Bae Park, Y. Choi, Keun Uk Lee
In this paper, we propose an online adaptive neural-algorithm to solve the CT nonlinear optimal control problems. Compared to the existing methods, which adopt the architecture with two neural networks (NNs) for actor-critic implementations, only one NN for critic is used to implement the algorithm, simplifying the structure of the computation model. Moreover, we also provide a generalized learning rule for updating the NN weights, which covers the existing critic update rules as special cases. The theoretical and numerical results are given under the required persistent excitation condition to verify and analyze stability and performance of the proposed method.
本文提出了一种在线自适应神经算法来解决CT非线性最优控制问题。与现有方法采用两个神经网络(NN)来实现行动者-评论家的结构相比,该方法只使用一个神经网络来实现评论家的算法,简化了计算模型的结构。此外,我们还提供了一种用于更新神经网络权重的广义学习规则,该规则涵盖了现有的批评更新规则作为特殊情况。在所需的持续激励条件下给出了理论和数值结果,以验证和分析所提出方法的稳定性和性能。
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引用次数: 0
A study on measuring system of Submerged Arc welding for panel butt joint in shipyard 船厂板对接埋弧焊检测系统的研究
Pub Date : 2013-10-01 DOI: 10.1109/ICCAS.2013.6704190
MoonYoung Chung, S. Ko, H. Moon, Jin-Yong Choi
SAW (Submerged Arc Welding) machines normally consist of two or more torches to increase productivity. The performance of conventional SAW depends on the experience of the operators. Error between the measured and the actual values of welding conditions is accumulated as time goes on. Therefore, the weld quality cannot be guaranteed because of the error. Even if a number of welding defects occur, workers are not able to find out the cause of defects because the measured signals show a big difference with the actual values. In this study, a stable measuring system was developed for the welding conditions such as current, voltage, speed so that workers can easily monitor the actual welding conditions. If the error between monitored and measured signals occurs, workers are able to easily correct the actual welding conditions through this system. In this way, it increased the reliability of the welding conditions. This system was applied to an actual welding system and showed that the weld quality was stabilized and improved.
埋弧焊机通常由两个或多个焊枪组成,以提高生产率。传统SAW的性能取决于操作人员的经验。焊接条件的测量值与实际值之间的误差随着时间的推移而累积。因此,由于误差的存在,焊接质量无法得到保证。即使出现了一些焊接缺陷,由于测量到的信号与实际值相差很大,工人也无法找出缺陷的原因。在本研究中,开发了一套稳定的焊接电流、电压、速度等条件的测量系统,使工作人员能够方便地监控实际焊接情况。如果监测信号和测量信号之间出现误差,工作人员可以通过该系统轻松纠正实际焊接情况。这样,提高了焊接条件的可靠性。该系统应用于实际焊接系统,焊接质量得到稳定和提高。
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引用次数: 3
A solution for constrained control allocation problem by using multi-parametric quadratic programming algorithm 用多参数二次规划算法求解约束控制分配问题
Pub Date : 2013-10-01 DOI: 10.1109/ICCAS.2013.6704069
V. Bui, Young Bok Kim
Control allocation is an important part of a system. It implements the function that map the desired commanded forces from the controller into the commands of the different actuators. In this paper, the authors present an approach for solving constrained control allocation problem in vessel system by using multi-parametric quadratic programming (mp-QP) algorithm. The goal of mp-QP algorithm applied in this study is to compute a solution to minimize a quadratic performance index subject to linear equality and inequality constraints. The solution can be pre-computed off-line in the explicit form of a piecewise linear (PWL) function of the generalized forces and constrains. The efficiency of mp-QP approach is evaluated through a dynamic positioning simulation for a ship by using four tugboats with constraints about limited pushing forces and found to work well.
控制分配是系统的重要组成部分。它实现了将期望的命令力从控制器映射到不同执行器的命令的功能。本文提出了一种用多参数二次规划(mp-QP)算法求解船舶系统约束控制分配问题的方法。本文应用的mp-QP算法的目标是计算出在线性等式和不等式约束下的二次型性能指标最小化的解。解可以用广义力和约束的分段线性(PWL)函数的显式形式离线预先计算。通过四艘拖船的船舶动态定位仿真,评价了mp-QP方法在有限推力约束下的有效性,证明了mp-QP方法的有效性。
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引用次数: 2
Position and attitude estimation of a vehicle using laser scanner in the obstacle environment 用激光扫描仪估计车辆在障碍物环境中的位置和姿态
Pub Date : 2013-10-01 DOI: 10.1109/ICCAS.2013.6703926
Jun-Hyuck Im, G. Moon, G. Jee
Laser scanner provides very accurate distance information up to around landmark from the sensor. It is possible to estimate the position and orientation relative to the drive from the surrounding landmarks that are recognized by utilizing these points of the laser scanner. In this paper, after setting arbitrarily the environment of the obstacle, we performed the simulation of the position and attitude estimation of the vehicle by generating the laser scanner data. At the simulation result, position error was within 3m, attitude error was revealed in 10 degrees or less.
激光扫描仪提供非常精确的距离信息,从传感器到地标周围。利用激光扫描仪的这些点,可以从周围的地标中估计相对于驱动器的位置和方向。本文在任意设置障碍物环境后,通过生成激光扫描器数据对车辆的位置和姿态估计进行仿真。仿真结果显示,位置误差在3m以内,姿态误差在10度以内。
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引用次数: 0
On P-type fractional order iterative learning identification
Pub Date : 2013-10-01 DOI: 10.1109/ICCAS.2013.6703897
Yan Li, Y. Chen, H. Ahn
This paper discusses a practical order identification method for fractional order linear and nonlinear systems, which can adapt and benefit any order dependent system identification methods. Based on the adaptive fractional order iterative learning control (FOILC) results, the P-type fractional order iterative learning identification (FOILI) strategy is applied to estimate the system order iteratively and accurately. Associated with the order sensitivity functions, a series of convergence conditions are derived to optimize the learning gains and to guarantee the monotonic decrease of error bounds. Two illustrative examples are provided to validate the concepts.
本文讨论了一种实用的分数阶线性和非线性系统阶数辨识方法,它可以适应并受益于任何阶相关系统辨识方法。在自适应分数阶迭代学习控制(FOILC)结果的基础上,采用p型分数阶迭代学习识别(FOILI)策略对系统阶数进行迭代准确估计。结合阶灵敏度函数,导出了一系列收敛条件,以优化学习增益并保证误差界单调减小。提供了两个说明性示例来验证这些概念。
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引用次数: 8
期刊
2013 13th International Conference on Control, Automation and Systems (ICCAS 2013)
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