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2017 17th International Conference on Control, Automation and Systems (ICCAS)最新文献

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Robust adaptive gain for suppression of chattering in sliding mode controller 鲁棒自适应增益对滑模控制器抖振的抑制
Pub Date : 2017-10-01 DOI: 10.23919/ICCAS.2017.8204361
A. Alrawi, Saadi A. Alobaidi, S. Graovac
This paper proposing a new design to improve sliding mode controller by employing an Adaptive Exponential Gain (AEG) for reducing the unwanted chattering phenomenon. The chattering reduction is achieved by using a new gain function of states feedback system combined with Conventional Sliding Mode Controller (CSMC). The value of the gain is calculated based on the value of the system states; so that a new value of sliding mode controller (SMC) gain always depending on the system stats as the corrective control term instead of discontinuous sign function. In SMC the amplitude of chattering is proportional to the magnitude of discontinuous control, this worrying issue can be handled if the magnitude of the control signal is reduced to a minimal value defined by exist of the conditions for the SMC. The application of this methodology AEG enables for reducing the control signal magnitude to the minimum possible value maintenance the property of SMC. The AEG algorithm shows an efficient reduction in system chattering as comparison between it and existing methods Super Twisting Algorithm (STW), used to treatment of chattering phenomenon. Moreover, the new algorithm is more robust, accurate and high responses to external noise and any change in system parameters.
本文提出了一种改进滑模控制器的新设计,采用自适应指数增益(AEG)来减少不必要的抖振现象。利用一种新的状态反馈增益函数与传统滑模控制器(CSMC)相结合实现了系统的抖振抑制。根据系统状态的值计算增益的值;使得滑模控制器(SMC)增益的新值总是依赖于系统状态而不是不连续符号函数作为校正控制项。在SMC中,抖振的幅值与不连续控制的幅值成正比,如果控制信号的幅值被减小到由SMC条件的存在所定义的最小值,就可以解决这个令人担忧的问题。该方法的应用使控制信号的幅度减小到尽可能小的值,保持了SMC的特性。将AEG算法与现有处理系统抖振的超扭转算法(STW)进行比较,表明AEG算法能有效地抑制系统抖振。此外,该算法具有更强的鲁棒性、准确性和对外部噪声和系统参数变化的高响应性。
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引用次数: 3
Acoustic vibration sensor based on macro-bend coated fiber for pipeline leakage detection 基于大弯包覆光纤的管道泄漏声振动传感器
Pub Date : 2017-10-01 DOI: 10.23919/ICCAS.2017.8204436
K. S. Ong, Wen Hao Png, H. S. Lin, C. Pua, Faidz Abd Rahman
In this paper, a simple fabricated and low cost acoustic vibration sensor based on macro-bend coated single-mode fiber (SMF-28) is proposed and developed. The fiber optic sensor comprises of a bending structure and the macro-bending loss was employs as the sensing mechanism for the detection of leakage of pipeline at low frequency. The measurement system involving the proposed fiber sensor is presented and investigated. Through this system, the fiber sensor is characterized by measuring the power loss corresponding to the vibration at various bending radius and number of wrapping turns. Furthermore, the proposed fiber sensor is also implemented in field test (water pipeline) and it is able to detect vibrations at the frequency range of 20 Hz to 2500 Hz.
本文提出并研制了一种基于大弯曲涂层单模光纤(SMF-28)的简单、低成本声振动传感器。光纤传感器采用弯曲结构,利用宏弯曲损耗作为传感机制,实现了管道低频泄漏检测。提出并研究了光纤传感器的测量系统。通过该系统,测量光纤传感器在不同弯曲半径和缠绕匝数下振动所对应的功率损耗。此外,所提出的光纤传感器也在现场测试(水管道)中实施,它能够检测频率范围为20 Hz至2500 Hz的振动。
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引用次数: 15
Saline solution concentration measurement based on contact angle approach 基于接触角法的盐水溶液浓度测量
Pub Date : 2017-10-01 DOI: 10.23919/ICCAS.2017.8204454
B. Klongratog, A. Srongprapa, Padet Mannaramit, Mongkol Leelaphaiboon
There are a number of factors that affect the quality control of an osmotic product. One of these is the concentration of the osmotic solution. There are several ways to measure solution concentration, such as optical measurement method, freezing point temperature measurement method, wave principle measurement method, viscosity and specific gravity measurement method. Saline solution concentration of the osmotic solution based on contact angle. The experiments showed whenever the saline solution concentration increased, the contact angle measured on the acrylic substrate increased as well. Their relation is also the linear correlation. Lastly, the developed software evaluated the saline solution concentration based on the contact angle close to the prepared saline solution concentration. The measured concentration was linear correlation with R-squared value of 0.996 that can be accurately applied on concentrations of 5% to 30% with maximum error of 4.72%.
有许多因素影响渗透产品的质量控制。其中之一是渗透溶液的浓度。测量溶液浓度的方法有几种,如光学测量法、冰点温度测量法、波动原理测量法、粘度和比重测量法。盐水溶液的浓度以渗透溶液的接触角为基础。实验表明,随着盐溶液浓度的增加,丙烯酸基板上测得的接触角也随之增加。它们的关系也是线性相关的。最后,开发的软件根据与制备的生理盐水溶液浓度接近的接触角来评估生理盐水溶液浓度。测定浓度与r²值呈线性相关,r²值为0.996,可准确应用于浓度为5% ~ 30%的范围,最大误差为4.72%。
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引用次数: 0
Leader-following formation control of nonholonomic robots with switching network topologies 具有交换网络拓扑结构的非完整机器人的leader -follow队列控制
Pub Date : 2017-10-01 DOI: 10.23919/ICCAS.2017.8204441
A. Safdar, Muwahida Liaquat, Waqar Ali, Faiza Nawaz
This paper investigates cooperative output regulation for the leader-following formation problem of multirobot system. For leader-following formation (LFF) problem a distributed design approach is proposed using luenberger observer and distributed observer. The designed approach enables the robots to track the reference signal generated by the leader and also to achieve and maintain the desired formation for any initial condition. The considered exogenous system serves as a leader for the multi-robot formation and provides a driving forces for the robot formation. The dynamics of the exogenous system are different among the robots. In view of time varying interaction between robots, one case of fixed network topology and two cases of switching network topologies are considered to describe the multirobot network relationship. The theoretical results are verified through numerical simulations of four nonholonomic robots. The simulation highlights that the robots are maintaining their formation and also tracking the trajectory of the leader robot under fixed and switching topologies of the network.
研究了多机器人系统中leader- follower编队问题的协同产出调节问题。针对leader- follower formation (LFF)问题,提出了一种基于luenberger观测器和分布式观测器的分布式设计方法。所设计的方法使机器人能够跟踪由领导者产生的参考信号,并且在任何初始条件下都能实现并保持所需的队形。所考虑的外生系统作为多机器人编队的领导者,为机器人编队提供驱动力。外生系统的动力学在机器人之间是不同的。考虑机器人之间的时变交互作用,考虑一种固定网络拓扑和两种交换网络拓扑来描述多机器人网络关系。通过四个非完整机器人的数值仿真验证了理论结果。仿真结果表明,在网络的固定拓扑结构和切换拓扑结构下,机器人既能保持队形,又能跟踪领头机器人的运动轨迹。
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引用次数: 5
Time-to-go rational function biased PN guidance law for precise impact angle 精确冲击角时程有理函数偏PN制导律
Pub Date : 2017-10-01 DOI: 10.23919/ICCAS.2017.8204263
Chan-Yeong Kim, W. Ra, I. Whang
A new biased proportional navigation guidance law considering the missile's dynamic lag is proposed to control the impact angle. The homing guidance loop having the first-order dynamic lag is modeled as the confluent hyper-geometric differential equation and its analytic solution is derived. In consequence, the guidance law reduces to finding an appropriate biased acceleration command which satisfies the given terminal constraints. A systematic way to determine the time-varying biased terms is devised based on the closed-form homing trajectory. In comparison with the existing homing guidance laws, the proposed method could improve the impact angle control performance.
提出了一种新的考虑导弹动态滞后的偏置比例制导律来控制导弹的冲击角。将具有一阶动态滞后的寻的制导回路建模为超几何微分方程,并推导了其解析解。因此,制导律简化为寻找满足给定末端约束的合适的偏置加速度命令。基于封闭式寻的轨迹,设计了一种确定时变偏项的系统方法。与现有的寻的制导律相比,所提方法能提高冲击角的控制性能。
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引用次数: 0
Automatic liver segmentation from multiphase CT images by using level set method 基于水平集的多相CT图像肝脏自动分割
Pub Date : 2017-10-01 DOI: 10.23919/ICCAS.2017.8204240
Kentaro Saito, Huimin Lu, J. Tan, Hyoungseop Kim, A. Yamamoto, S. Kido, M. Tanabe
Segmentation of liver from Multi-phase CT images is one of the essential technology for computer aided diagnosis. Contrast medium gives multi-phase CT images different intensity feature which enables to detect tumor. It is a challenging problem to segment liver region from multi-phase CT images. There are many approaches for solving this problem, however, these methods depend on other phases or registration. In order to solve this problem, we propose anatomy feature-based method which is mostly independent for each phase in this paper. This method uses level set method for final segmentation. The accuracy of segmentation result by level set methods relay on initial contour, so we preprocess initial region of liver by anatomical feature. Then we introduced contour constrain by using ribs information to improve segmentaion accuracy. Our segmentation was evaluated on 5 multi-phase CT images which have 4 phases. Experimental results show that the proposed method is good accuracy for each phase.
肝脏多期CT图像分割是计算机辅助诊断的关键技术之一。造影剂赋予多期CT图像不同的强度特征,使其能够发现肿瘤。从多期CT图像中分割肝脏区域是一个具有挑战性的问题。解决这一问题的方法有很多,但这些方法都依赖于其他阶段或配准。为了解决这一问题,本文提出了基于解剖特征的方法,该方法在各个阶段基本是独立的。该方法采用水平集方法进行最终分割。水平集分割结果的准确性依赖于初始轮廓,因此我们根据肝脏的解剖特征对初始区域进行预处理。然后利用肋骨信息引入轮廓约束,提高分割精度。我们对5张4相的多相CT图像进行了分割评价。实验结果表明,该方法在各个相位都具有较好的精度。
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引用次数: 4
Design of model predictive control for industrial process with input time delay 具有输入时滞的工业过程模型预测控制设计
Pub Date : 2017-10-01 DOI: 10.23919/ICCAS.2017.8204305
Pornthiwa Choomkasien, Peerawat Chomphooyod, D. Banjerdpongchai
This paper focuses on designing model predictive control (MPC) for industrial process with input time delay. The process is typically represented by a first order plus dead time model which is obtained via a step test. The objective of design is to track reference input while control input has to satisfy the bound conditions. MPC utilizes two types of state observers, namely, input-delay observer and state-delay observer. For input-delay model, state consists of only the first order dynamic and the delay term is explicitly embedded in the input to the plant. For state-delay model, the state variable consists of the first order dynamic and the delay term. The formulations of MPC design of these observers are different. To determine optimal control inputs, MPC formulations are converted to quadratic programs with inequality constraints which can be efficiently solved by the active set method. Numerical examples employ the level control loop as a case study and compare the output tracking performance, control input, and the computational time of the proposed design.
本文主要研究具有输入时滞的工业过程模型预测控制的设计。该过程通常由阶跃试验得到的一阶加死区时间模型来表示。设计的目的是跟踪参考输入,而控制输入必须满足约束条件。MPC使用两种状态观测器,即输入延迟观测器和状态延迟观测器。对于输入-延迟模型,状态仅由一阶动态组成,并且延迟项显式嵌入到对象的输入中。对于状态-延迟模型,状态变量由一阶动态项和延迟项组成。这些观测器的MPC设计公式是不同的。为了确定最优控制输入,将MPC公式转化为具有不等式约束的二次规划,利用活动集法有效求解。数值例子采用电平控制回路作为案例研究,并比较输出跟踪性能,控制输入,和计算时间提出的设计。
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引用次数: 5
A nonlinear high-gain observer for n-link robot manipulator which has measurement noise in a feedback control framework 基于反馈控制框架的具有测量噪声的n连杆机器人非线性高增益观测器
Pub Date : 2017-10-01 DOI: 10.23919/ICCAS.2017.8204329
Muwahida Liaquat, Muhammad Azeem Javaid, Muhammad Saad
This paper presents the design of an output feedback controller (OFBC) for an n-link robot manipulator. This is achieved by using non-linear high gain observer. As measurement noise poses a great difficulty while estimating the system states, as the gain of the observer increases the measurement noise significantly amplified, causing higher steady state error. A non-linear high gain observer is proposed to overcome this problem. Non-linear high gain observer has an advantage over other non-linear state estimating techniques. The estimation of states is achieved with great accuracy and in a very small time. A comparison of linear and non linear high gain observer is also included to show the effectiveness of the proposed scheme.
提出了一种n连杆机器人机械手输出反馈控制器的设计方法。这是通过使用非线性高增益观测器实现的。由于测量噪声给估计系统状态带来很大困难,随着观测器增益的增加,测量噪声明显放大,造成较高的稳态误差。为了克服这一问题,提出了一种非线性高增益观测器。非线性高增益观测器与其他非线性状态估计技术相比具有优势。在很短的时间内以很高的精度实现状态估计。通过对线性和非线性高增益观测器的比较,验证了所提方案的有效性。
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引用次数: 4
Data-driven feedforward control on active vibration isolation system 主动隔振系统的数据驱动前馈控制
Pub Date : 2017-10-01 DOI: 10.23919/ICCAS.2017.8204297
Zhulin Zhang, Wensheng Yin
Feedforward control is widely applied on active vibration isolation system to attenuate vibration caused by base disturbance. Design of feedforward controller is conventionally based on plant model. Nevertheless, accurate plant model is normally not easy to be obtained. A data-driven feedforward control method is proposed in this paper to tackle this issue. In this method, no accurate plant model is needed and the problem of designing feedforward controller is formulated as a parameter optimization problem. By adopting FIR filter as feedforward controller structure, the parameter optimization problem is proved to be a convex optimization problem. A parameter iteration scheme based on Gauss-Newton algorithm is proposed to solve this parameter optimization problem. Gradient acquisition is achieved by Toeplitz matrix method. Employing certain step size, the optimal solution can be obtained with only one iteration. The proposed data-driven feedforward control method is validated by simulation and experiments. Experiments are conducted on a pneumatic spring active vibration isolation system.
前馈控制被广泛应用于主动隔振系统中,以减弱基底扰动引起的振动。前馈控制器的设计通常是基于对象模型的。然而,准确的植物模型通常不容易获得。针对这一问题,本文提出了一种数据驱动的前馈控制方法。该方法不需要精确的对象模型,将前馈控制器的设计问题转化为参数优化问题。采用FIR滤波器作为前馈控制器结构,证明了参数优化问题是一个凸优化问题。提出了一种基于高斯-牛顿算法的参数迭代方案来解决这一参数优化问题。梯度采集采用Toeplitz矩阵法。采用一定的步长,只需一次迭代即可得到最优解。通过仿真和实验验证了所提出的数据驱动前馈控制方法。对气动弹簧主动隔振系统进行了实验研究。
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引用次数: 1
Maneuverability evaluation of skid steer welfare vehicle for robust assistance control with model error compensator 基于模型误差补偿的防滑转向福利车鲁棒辅助控制的操纵性评价
Pub Date : 2017-10-01 DOI: 10.23919/ICCAS.2017.8204335
Shoichi Sakamoto, Tomoki Tanaka, Hiroshi Okajima, N. Matsunaga
Recently, electrical welfare vehicles with free casters are widely used by patients and elders indoors. However, welfare vehicles may not be able to move well on gravel or dirty roads as seen in suburbs. In order to expand driving area, the skid steer mechanism is focused on. The skid steer vehicle (SSV) has been used for its high traveling ability on rough road. However, the SSV has disadvantage that the driving assistance is required because its steering is highly affected by road conditions. In this paper, a driving assistance control of SSV using the model error compensator and state estimator, i.e. EKF and cornering power estimator is proposed. The maneuverability is evaluated by correlation coefficient of joystick operation comparing asphalt road and gravel road.
最近,带自由脚轮的电动福利车在室内被病人和老人广泛使用。但是,福利车辆可能无法像郊区那样在碎石或肮脏的道路上行驶。为了扩大行驶面积,重点研究了防滑转向机构。防滑转向车(SSV)因其在崎岖路面上的高行驶能力而得到广泛应用。然而,SSV的缺点是,由于其转向受路况影响较大,需要驾驶辅助。本文提出了一种基于模型误差补偿器和状态估计器(即EKF和转弯功率估计器)的SSV辅助驱动控制方法。通过对比沥青路面和碎石路面操纵杆操作的相关系数来评价操纵杆的操纵性。
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引用次数: 1
期刊
2017 17th International Conference on Control, Automation and Systems (ICCAS)
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