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2016 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS)最新文献

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Design of fuzzy proportional plus fractional-order integral-derivative controller 模糊比例加分数阶积分导数控制器的设计
Nur Sakinah Abdul Aziz, R. Adnan, M. Tajjudin
Fractional-order PID (FOPID) controller has been focused lately and has become a popular controller which is an extension to the conventional PID controller. However, the controller introduced more parameters that need to be tuned. The incorporation of fuzzy rules in the tuning procedures can basically simplify the problem but it has been proven that not every parameters need to be updated recursively. Hence, this paper presents an approach to the design of fuzzy proportional plus fractional-order integral-derivative (fuzzy P+FOID) controller that only updated the proportional gain with respect to current error and rate of error while all other parameters were fixed. The effectiveness of the proposed controller was validated by simulations on a steam distillation process model.
分数阶PID (FOPID)控制器是传统PID控制器的一种扩展,近年来受到人们的关注,成为一种流行的控制器。然而,控制器引入了更多需要调优的参数。在调优过程中加入模糊规则基本上可以简化问题,但事实证明并非每个参数都需要递归更新。因此,本文提出了一种模糊比例加分数阶积分导数(fuzzy P+FOID)控制器的设计方法,该控制器在所有其他参数固定的情况下,仅更新相对于当前误差和错误率的比例增益。通过对蒸汽蒸馏过程模型的仿真,验证了所提控制器的有效性。
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引用次数: 1
Performance of blood glucose management protocols in HTAA intensive care unit HTAA 重症监护室血糖管理方案的执行情况
H. Luqman, W. Zulkifly, C. Z. Rosly, Khalijah Khalid, U. Jamaludin, A. Ralib, M. Nor
Insulin Infusion Therapy (IIT) has been implemented in Malaysia Intensive Care Unit (ICU) for decades to control blood glucose level (BGL) among critically ill patients. In this study, clinical data of 210 patients treated with IIT-HTAA protocol and the minimum length of stay of 1 day were analysed. BGL, insulin and nutrition inputs were fitted using Intensive Control Insulin Nutrition Glucose (ICING) model to generate the insulin sensitivity numerically by iterative-integral method. The 95% of confidence interval and Kolmogorov-Smirnov test (p<0.05) were used to evaluate the performance of protocol between the Stochastic TARgeted (STAR) and HTAA protocols per cohorts and per patients. Results indicates BG median [with IQR] recorded in STAR protocol for the whole cohort statistics is lower than HTAA Protocol where 7.4 mmol/L [5.7-9.4] and 8.6 mmol/L [6.8-10.9] respectively. STAR is successful in lowering the BGL which can be seen from the % BG > 10.0 mmol/L is 19.7% while 32.8% for HTAA Protocol. The drawback from this positive result is the increment of hypoglycaemic patients (HTAA Protocol: 9; STAR: 36). Thus, STAR is the best solution in controlling the patients' BG level especially in Malaysian cohort but the enhancement of STAR have to be done to prevent the risk of hypoglycaemia by introducing patient-specific nutrition controller that can be combined with insulin infusion.
几十年来,马来西亚重症监护室(ICU)一直采用胰岛素输注疗法(IIT)来控制重症患者的血糖水平(BGL)。本研究分析了 210 名接受 IIT-HTAA 方案治疗且住院时间最短为 1 天的患者的临床数据。使用强化控制胰岛素营养葡萄糖(ICING)模型拟合 BGL、胰岛素和营养输入,通过迭代积分法数值生成胰岛素敏感性。通过 95% 的置信区间和 Kolmogorov-Smirnov 检验(P 10.0 mmol/L 为 19.7%,而 HTAA 协议为 32.8%),结果表明胰岛素敏感性在 HTAA 协议中的比例为 19.7%。这一积极结果的缺点是低血糖患者的增加(HTAA 方案:9 人;STAR 方案:36 人)。因此,STAR是控制患者血糖水平的最佳方案,尤其是在马来西亚的人群中,但STAR还需改进,通过引入患者特定的营养控制器,结合胰岛素输注,来防止低血糖的风险。
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引用次数: 3
Point-to-point positioning control of a pneumatic muscle actuated system using improved-PID control 采用改进pid控制的气动肌肉驱动系统的点对点定位控制
T. Tang, S. Chong, C. Y. Chan, Vasanthan Sakthivelu
Over the past decade, pneumatic muscle actuator (PMA) has been in the limelight and receiving much attention not only in the field of industrial application as well as in prominent research areas such as robotics and biomedical engineering. The uprising can be accorded to the many advantages that PMA offers such as inherent compliant safety, low maintenance and powerful. However, PMA has yet to emerge as disruptor in its application field primarily due to the nonlinear dynamics. Despite these detriments, PMA possesses pronounced prospective to be exploited, especially in the field of rehabilitation robotics. Henceforth, this research is initiated to propose a control structure taking into account the nonlinear dynamics where PMA motion is concerned. An improved proportional-integral-derivative (PID) control is proposed and the effectiveness of the controller in point-to-point (PTP) positioning motion is evaluated experimentally using a single degree of freedom (1-DOF) PMA mechanism. The improved-PID control is constructed with the driving chracteristics of the PMA mechanism. Subsequently, the positioning performance of the improved-PID control is evaluated and compared with a classical PID controller through experimental means. In general, the proposed controller is capable of striking a satisfactory performance in PTP positioning with the reduction of the effect concerning the non-linearities available in the system.
近十年来,气动肌肉执行器(PMA)不仅在工业应用领域备受关注,而且在机器人技术和生物医学工程等重要研究领域也受到了广泛关注。PMA具有固有的顺应性、安全性、低维护性和强大的性能等优点。然而,由于动力学的非线性,PMA尚未成为其应用领域的颠覆者。尽管存在这些弊端,但PMA具有明显的开发前景,特别是在康复机器人领域。因此,本文提出了一种考虑PMA运动非线性动力学的控制结构。提出了一种改进的比例-积分-导数(PID)控制方法,并利用单自由度PMA机构对该控制器在点对点(PTP)定位运动中的有效性进行了实验评价。利用PMA机构的驱动特性构造了改进的pid控制。随后,通过实验手段对改进PID控制器的定位性能进行了评价,并与经典PID控制器进行了比较。总的来说,所提出的控制器能够在PTP定位中取得令人满意的性能,减少了系统中可用的非线性影响。
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引用次数: 2
An improved self-organizing map for bugs data clustering 改进的自组织映射,用于bug数据聚类
Attika Ahmed, R. Ghazali
In software projects, there is a data repository which contains the bug reports. These bugs are required to carefully analyse and resolve the problem. Handling these bugs humanly is extremely time consuming process, and it can result the deleying in addressing some important bugs resolutions. To overcome this problem, researchers have introduced many techniques. One of the commonly used algorithm is K-means, which is considered as the simplest supervised learning algorithm for clustering, yet it tends to produce smaller number of clusters, while considering the unsupervised learning algorithms, Self-Organizing Map (SOM) considers the equally compatible algorithm for clustering, as both the algorithms are closely related but differently used in data mining. This paper attempts to provide a comparative analysis of both the clustering algorithms and for attaining the results, a series of experiment has been conducted using Mozilla bugs data set. Based on the results, this paper proposes a new algorithm which is improved SOM using Jaccard New Measure. The test result has proved that the proposed new method produced better accuracy.
在软件项目中,有一个包含bug报告的数据存储库。这些bug需要仔细分析和解决问题。人工处理这些bug是一个非常耗时的过程,并且可能导致在解决一些重要的bug解决方案时出现延迟。为了克服这个问题,研究人员引入了许多技术。其中一种常用的算法是K-means,它被认为是最简单的聚类监督学习算法,但它往往产生较少的聚类,而在考虑无监督学习算法时,自组织映射(SOM)考虑同样兼容的聚类算法,因为这两种算法密切相关,但在数据挖掘中使用的方法不同。本文试图对这两种聚类算法进行比较分析,并使用Mozilla bug数据集进行了一系列实验,以获得结果。在此基础上,提出了一种利用Jaccard新测度改进SOM的新算法。试验结果表明,该方法具有较好的精度。
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引用次数: 1
Experiment and analysis of computer vision-based wrist radial and ulnar deviation exercises 基于计算机视觉的腕部桡尺偏移练习实验与分析
M. Bakar, R. Samad, Dwi Pebrianti, M. Mustafa, N. Abdullah
The exercise and rehabilitation based on computer vision system have many benefits and it has attracted the interest of researchers in the computer vision community. The researchers have kept on improving the existing methods by creating novel method or developing new algorithms in image processing and artificial intelligence. This paper presents the experiment and analysis of wrist radial and ulnar deviation exercises system based on computer vision method. These exercises are a part of the upper limb exercise for the rehabilitation program. The wrist radial and ulnar deviation exercises are benefited to improve the mobility of the hand and to reduce the pain. The hand tracking, center of palm detection and fingertips detection and Kinect sensor are used in this exercise system. This system guides the user to perform the radial and ulnar deviation movements through the user's display window. The deviation angle of each movement is measured and recorded automatically. The experimental result shows that the average deviation angle for five users in wrist radial and ulnar deviation experiment is 23.4° for the radial motion and 35.8° for the ulnar motion. These measurements are almost similar to the reference value of range of motion (ROM) standard.
基于计算机视觉系统的运动与康复具有许多优点,引起了计算机视觉界研究人员的兴趣。研究人员通过在图像处理和人工智能领域创造新方法或开发新算法,不断改进现有方法。本文介绍了基于计算机视觉方法的腕尺桡偏运动系统的实验与分析。这些练习是上肢康复训练的一部分。腕桡尺偏操有助于提高手的活动能力,减轻疼痛。该运动系统采用了手部跟踪、掌心检测、指尖检测和Kinect传感器。该系统通过用户显示窗口引导用户进行桡骨和尺骨偏移运动。自动测量并记录每次运动的偏离角。实验结果表明,5名用户在腕尺桡侧偏移实验中,桡侧运动的平均偏移角度为23.4°,尺侧运动的平均偏移角度为35.8°。这些测量值几乎与运动范围(ROM)标准的参考值相似。
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引用次数: 2
Cascade control of robotic fingers with anthropomorphic inspiration 拟人化灵感的机械手指级联控制
Mohannad Farag, N. Azlan, Salmiah Ahmad
This paper presents the design of cascade controller for robotic fingers designed based on an anthropomorphic inspiration. These fingers are driven by Pneumatic Artificial Muscle actuators. The high nonlinear dynamics of these actuators and the inherent hysteresis in their behavior lead to the modelling and control problems that cause a lack of robustness in the hand's performance. The actuator has been mathematically modelled as a nonlinear second order system and the estimator of the system uncertainty has been incorporated into adaptive backstepping control law. The cascade controller is designed by integrating the adaptive backstepping controller and PID controller for position control of the robotic fingers. The experiment results have proven that the proposed controller is capable to compensate for the coulomb friction force which is the system uncertainty and improves the position control of the robotic fingers. In addition, the robotic fingers have introduced an adaptive grasping for cylindrical-shaped objects with different diameters. The robotic hand has imitated the human hand in terms of size, weight and grasping.
本文提出了一种基于拟人灵感的机械手指级联控制器的设计。这些手指由气动人造肌肉执行器驱动。这些执行器的高度非线性动力学特性及其固有的迟滞性导致建模和控制问题,导致手的性能缺乏鲁棒性。将作动器数学建模为非线性二阶系统,并将系统不确定性估计量引入自适应反演控制律中。将自适应反步控制器与PID控制器相结合,设计了用于机器人手指位置控制的级联控制器。实验结果表明,所提出的控制器能够补偿系统不确定性中的库仑摩擦力,改善机器人手指的位置控制。此外,机器人手指还引入了对不同直径圆柱形物体的自适应抓取功能。机器人手在大小、重量和抓握方面都模仿了人手。
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引用次数: 3
Identification of significant rainfall stations in Kelantan River using Z-score for Multi-Layer Perceptron (MLP) model development 多层感知器(MLP)模型开发的z分数识别吉兰丹河重要雨站
Khairah Jaafar, N. Ismail, M. Tajjudin, R. Adnan, M. Rahiman
As part of ongoing research for flood modeling, this paper proposes Z-score in identifying the significant rainfall stations in Kelantan River for Multi-Layer Perceptron (MLP) model development. In this work, time series data of river water level was collected with hourly time interval in year 2015. Seven rainfall stations in Kelantan River were used and applied to Z-Score. They are Gunung Gagau 1, Kuala Koh, Tualang, Kuala Krai, Kusial, Dataran Air Mulih and Jeti Kastam, and coded as S1 to S7, respectively. The result showed that rainfall station S2, S3 and S5 were identified and the river water level of these station are fed to Multi-Layer Perceptron (MLP) for model development to predict the river water level at station S5. The input and output data is splitted to training, validation and testing with the ratio of 70%:15%:15%. The neurons in hidden layer were varying from 1 to 10 and Mean Square Error (MSE) for each neuron is computed together with regression for training network. It showed that the regression for training network is 0.9999 which is closed to 1 accompanied by the smallest MSE is 0.00027 at 3 hidden neurons in hidden layer. The finding in this study revealed the capability of Z-Score in identifying significant rainfall stations and MLP developed model successful in predicting river water level at station S5.
作为正在进行的洪水模型研究的一部分,本文提出了识别吉兰丹河重要雨量站的z分数,用于多层感知器(MLP)模型的开发。本研究采集了2015年河流水位以小时为间隔的时间序列数据。利用吉兰丹河7个雨量站进行Z-Score分析。它们分别是Gunung Gagau 1, Kuala Koh, Tualang, Kuala Krai, Kusial, Dataran Air Mulih和Jeti Kastam,编码分别为S1至S7。结果表明:识别出雨量站S2、S3和S5,并将这些站点的河流水位输入多层感知器(MLP)进行模型开发,预测S5站点的河流水位。输入输出数据按70%:15%:15%的比例分为训练、验证和测试三个部分。隐层神经元个数从1到10不等,计算每个神经元的均方误差(Mean Square Error, MSE),并对训练网络进行回归。结果表明,在隐藏层有3个隐藏神经元时,训练网络的回归值为0.9999,接近于1,最小的MSE为0.00027。研究结果表明,Z-Score在识别重要雨站方面具有一定的能力,MLP开发的模型在预测S5站的河流水位方面取得了成功。
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引用次数: 2
Modeling and simulation of inverse time overcurrent relay using Matlab/Simulink 利用Matlab/Simulink对逆时过流继电器进行建模与仿真
N. Hussin, M. H. Idris, M. Amirruddin, M. S. Ahmad, M. A. Ismail, F. Abdullah, Nurhakimah Mohd Mukhta
Overcurrent relay is an important relay used to protect transmission and distribution feeders, transformer, bus coupler etc. It can be used as main or backup protection relays. The modeling of overcurrent relay and other protection relays is important in the research on the effects of network parameters and configurations on the operation of these relays. This research deal with modeling and simulation of inverse time overcurrent relay using commonly used Matlab/Simulink software. The developed model was tested with single line to ground fault and phase to phase fault with various fault locations and fault resistances to evaluate phase and earth detectors in sensing the fault current. Simulations results show the feasibility of the software to be used to develop the relay.
过流继电器是一种重要的继电器,用于保护输配电馈线、变压器、母线耦合器等。它可以用作主或备用保护继电器。在研究过流继电器和其他保护继电器的网络参数和配置对其运行的影响时,对过流继电器和其他保护继电器进行建模是非常重要的。本课题利用常用的Matlab/Simulink软件对逆时过流继电器进行建模与仿真。采用不同故障位置和故障电阻的单线对地故障和相对相故障对模型进行了测试,以评估相检波器和接地检波器对故障电流的感知能力。仿真结果表明了该软件用于继电器研制的可行性。
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引用次数: 12
Coverage path planning for underwater pole inspection using an autonomous underwater vehicle 自主水下航行器水下极点检测覆盖路径规划
Y. S. Song, M. Arshad
This paper presents a pre-mission coverage path planning specifically for visual inspection of a well-characterized underwater pole using an autonomous underwater vehicle. The target environment is modelled as a planar map for easy path planning. Various inspection paths are constructed based on the survey of current available coverage trajectories. Then, all the designed paths are analyzed to find a time optimal path among them which is able to provide complete coverage on the underwater pole surface while minimize the operational time needed. A robust property is added into the planned path to achieve robustness against the position uncertainty of autonomous underwater vehicle.
本文提出了一种利用自主水下航行器对特征良好的水下极点进行目视检测的任务前覆盖路径规划方法。目标环境建模为平面地图,便于路径规划。基于对当前可用覆盖轨迹的调查,构建了各种检测路径。然后,对所有设计的路径进行分析,从中找到一个能够在水下极点表面提供完全覆盖且所需操作时间最小的时间最优路径。在规划路径中加入鲁棒性,实现对自主水下机器人位置不确定性的鲁棒性。
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引用次数: 9
Smart cane with range notification for blind people 智能手杖,为盲人提供距离通知
M. F. Saaid, A. M. Mohammad, M. Ali
Blind people are prone to sweep or knock whatever obstacle which pass before them during walking, subjecting them to risk of injury caused from fall. The aim of this project is to develop a smart cane with distance measurement system. The system comprise of an ultrasonic sensor as input and earphone as the output. Ultrasonic sensor is used to measure distance from the obstacle. Data is then sent to National Instrument myRIO-1900 controller for processing which later produce beeping sound as the output. The process was graphically programmed using LabVIEW with FPGA as the intended target. Performance of the system has been ascertained through several verification tests. In general, the device will alert blind people of the obstacles through the audio output.
盲人在行走时容易扫或撞到面前的任何障碍物,这使他们有摔倒受伤的危险。本项目旨在开发一种具有距离测量系统的智能手杖。该系统由作为输入的超声波传感器和作为输出的耳机组成。超声波传感器用于测量与障碍物的距离。然后将数据发送到国家仪器公司的myRIO-1900控制器进行处理,然后产生蜂鸣声作为输出。以FPGA为目标,利用LabVIEW对该过程进行图形化编程。通过多次验证测试,确定了系统的性能。一般情况下,设备会通过音频输出提醒盲人障碍物。
{"title":"Smart cane with range notification for blind people","authors":"M. F. Saaid, A. M. Mohammad, M. Ali","doi":"10.1109/I2CACIS.2016.7885319","DOIUrl":"https://doi.org/10.1109/I2CACIS.2016.7885319","url":null,"abstract":"Blind people are prone to sweep or knock whatever obstacle which pass before them during walking, subjecting them to risk of injury caused from fall. The aim of this project is to develop a smart cane with distance measurement system. The system comprise of an ultrasonic sensor as input and earphone as the output. Ultrasonic sensor is used to measure distance from the obstacle. Data is then sent to National Instrument myRIO-1900 controller for processing which later produce beeping sound as the output. The process was graphically programmed using LabVIEW with FPGA as the intended target. Performance of the system has been ascertained through several verification tests. In general, the device will alert blind people of the obstacles through the audio output.","PeriodicalId":399080,"journal":{"name":"2016 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130951425","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 18
期刊
2016 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS)
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