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Obstacle Tracking on Unmanned Surface Vehicle Using Kalman Filter 基于卡尔曼滤波的无人水面车辆障碍物跟踪
Pub Date : 2021-10-05 DOI: 10.12962/jaree.v5i2.157
R. E. A. Kadir, M. Sahal, Y. Bilfaqih, Z. Hidayat, Gaung Jagad
Unmanned Surface Vehicles (USV) are self-driving vehicles that operate on the water surface. In order to be operated autonomously, USV has a guidance system designed for path planning to reach its destination. The ability to detect obstacles in its paths is one of the important factors to plan a new path in order to avoid obstacles and reach its destination optimally. This research designed an obstacle tracking system which integrates USV perception sensors such as camera and Light Detection and Ranging (LiDaR) to gain information of the obstacle’s relative position in the surrounding environment to the ship. To improve the relative position estimation of the obstacles to the ship, Kalman filter is applied to reduce the measurements noises. The results of the system design are simulated using MATLAB software so that results can be analyzed to see the performance of the system design. Results obtained using the Kalman filter show 12% noise reduction. Keywords: filter kalman, obstacle tracking, unmanned surface vehicle.
无人水面车辆(USV)是在水面上运行的自动驾驶车辆。为了自主操作,USV有一个为路径规划而设计的制导系统,以到达目的地。探测路径中障碍物的能力是规划新路径以避开障碍物并最优到达目的地的重要因素之一。本研究设计了一种障碍物跟踪系统,该系统集成了USV感知传感器,如相机和光探测与测距(LiDaR),以获取障碍物在周围环境中的相对位置信息。为了提高对船舶障碍物的相对位置估计,采用卡尔曼滤波来降低测量噪声。利用MATLAB软件对系统设计结果进行仿真,以便对结果进行分析,以了解系统设计的性能。使用卡尔曼滤波得到的结果显示降噪12%。关键词:滤波卡尔曼,障碍物跟踪,无人水面车辆。
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引用次数: 0
Obstacle Avoidance Using CTC and Virtual Structure for Leader-Follower Formation on Mobile Robot 基于CTC和虚拟结构的移动机器人Leader-Follower编队避障
Pub Date : 2021-10-05 DOI: 10.12962/jaree.v5i2.204
Maskhur Zulkarnain, T. Agustinah
This research examined the development of the combination of virtual structure and leader-follower as an obstacle avoidance method in the formation control of a mobile robot. The formation of the robots are designed with the Separation Bearing Control (SBC) approach between the leader robot (RL) and the virtual robot (RV). The virtual robot is used as a virtual follower and a reference trajectory for the follower  robot (RF). When the follower robot detects an obstacle, the follower robot trajectory is adjusted using a trajectory planner for obstacle avoidance. After passing the obstacle, the follower robot will track its position back in formation using virtual robot position and heading as reference. Leader robot and follower are perturbed by disturbances. In order to ensure the achievement of small error tracking, a controller is designed using the integration of kinematic and dynamics controllers with disturbance observer. The kinematic and dynamics controllers are designed using input-output linearisation (IOL) method and computed torque control (CTC). The effectiveness of the proposed method is verified by the simulation result.Keywords: CTC, leader follower, obstacle avoidance, SBC, virtual structure. 
本研究探讨了虚拟结构与leader-follower相结合的避障方法在移动机器人编队控制中的发展。采用领导机器人(RL)和虚拟机器人(RV)之间的分离轴承控制(SBC)方法设计机器人编队。将虚拟机器人作为虚拟从动器,并为从动器提供参考轨迹。当跟随机器人检测到障碍物时,使用轨迹规划器调整跟随机器人的轨迹以避障。在通过障碍物后,跟随机器人将以虚拟机器人的位置和方向为参考,跟踪其返回编队的位置。领导机器人和跟随机器人受到干扰。为了保证小误差跟踪的实现,设计了带扰动观测器的运动学和动力学控制器的集成控制器。采用输入输出线性化(IOL)方法和计算转矩控制(CTC)方法设计了运动学和动力学控制器。仿真结果验证了该方法的有效性。关键词:CTC,领导追随者,避障,SBC,虚拟结构。
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引用次数: 0
The Attenuation Characteristics of the Body Tissue on Frequency Function in WBAN Channel WBAN信道中人体组织对频率函数的衰减特性
Pub Date : 2021-10-05 DOI: 10.12962/jaree.v5i2.185
A. Mauludiyanto, G. Hendrantoro, Muhammad Fachry Nova
The Wireless Body Area Network (WBAN) refers to a communication network between sensors placed on the inside, on the surface, or around the body wirelessly. WBAN system cannot be separated from body tissues. Body tissues also have electrical properties depending on frequency. Therefore, body tissue can affect the phenomena occurring in radio wave propagation in the WBAN channel. One of the phenomena is attenuation. This study investigates the impacts of body tissue on the WBAN channel and the effects of frequency on the attenuation of body tissue in the WBAN channel. The measurement of magnitude response was carried out with the human body as the measurement object by utilizing the S21 parameter measurement with a vector network analyzer. In NLOS conditions, a human body was located between two coplanar Vivaldi antenna. Measurements were conducted on the head, chest, and abdomen. The frequency used was in the range of 2 GHz to 6 GHz. The body tissue attenuation was obtained by finding the difference between the magnitude measurement response on the LOS and NLOS conditions. The attenuation data were analyzed using statistical and numerical analysis to determine the effect of frequency on the attenuation of the human body tissues. Based on the analysis results, it was identified that the frequency affected the human body tissue attenuation. The enhancement attenuation of the human body tissues occurred when the frequency was higher. Moreover, there was a significant difference in the body tissue attenuation in different parts of the body.Keywords: attenuation, body tissues, s-parameters, wireless body area network.
无线身体区域网络(WBAN)是指放置在身体内部、表面或周围的传感器之间的无线通信网络。WBAN系统离不开人体组织。根据频率的不同,身体组织也具有电特性。因此,身体组织可以影响无线电波在WBAN信道中传播时发生的现象。其中一种现象是衰减。本研究探讨了人体组织对WBAN信道的影响,以及频率对WBAN信道中人体组织衰减的影响。以人体为测量对象,利用矢量网络分析仪进行S21参数测量,进行震级响应测量。在NLOS条件下,人体位于两个共面维瓦尔第天线之间。对头部、胸部和腹部进行了测量。使用的频率在2ghz到6ghz之间。体组织衰减是通过找出在LOS和NLOS条件下的震级测量响应的差异得到的。对衰减数据进行统计和数值分析,确定频率对人体组织衰减的影响。根据分析结果,确定了频率对人体组织衰减的影响。频率越高,人体组织的增强衰减越明显。此外,不同部位的身体组织衰减也有显著差异。关键词:衰减,身体组织,s参数,无线体域网络。
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引用次数: 1
Construction Design, Modelling, and Parameter Computation Outer Rotor Induction Motor 外转子感应电动机结构设计、建模与参数计算
Pub Date : 2021-10-05 DOI: 10.12962/jaree.v5i2.174
Faizal Ramadhan Putra, E. Iskandar, Rusdhianto Effendi Abdul Kadir, A. Santoso, Y. Bilfaqih, Mohamad Abdul Hady
In this journal, we will discuss the construction design of an outer rotor induction motor that can be applied to an electric car that is installed inside the car's wheels. In designing a motor, it is necessary to pay attention to the motor parameters, both mechanical parameters, and electrical parameters. These parameters will be calculated using software and designed in such a way as to get the parameters that are as effective and efficient as possible for the use of electric cars. After obtaining the best design, a comparison of the simulation results with mathematical modeling will be seen. In this final project, we can get a design with an initial torque of 64 Nm for a speed limit of 25 km/hour. Keywords: construction, induction, in-wheel, motor, outer rotor.
在这篇文章中,我们将讨论一种外转子感应电动机的结构设计,它可以应用于安装在汽车车轮内部的电动汽车。在设计电机时,必须注意电机参数,包括机械参数和电气参数。这些参数将使用软件进行计算和设计,以获得尽可能有效和高效的使用电动汽车的参数。在得到最佳设计方案后,将仿真结果与数学模型进行比较。在这个最终的项目中,我们可以得到一个初始扭矩为64纳米,限速为25公里/小时的设计。关键词:结构,感应,轮毂,电机,外转子。
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引用次数: 2
CC-CV Controlled Fast Charging Using Fuzzy Type-2 for Battery Lithium-Ion 基于模糊2型的锂离子电池CC-CV控制快速充电
Pub Date : 2021-10-05 DOI: 10.12962/jaree.v5i2.200
Ahmad Zidan Falih, M. Z. Efendi, F. Murdianto
Energy dependency is increasing along with the increase in population growth rate, while the fossil energy is decreasing. Alternative energy such as solar energy is one solution to provide renewable energy, but solar energy cannot provide an intense supply of energy. Therefore, the equipment needs an energy storage. The battery has important role in energy storage with the performance of the battery that need an attention. The method and type of battery used  must be considered to maintain battery lifetime and  reduce overcharging. The purpose of this research is to understand the process of fast charging the CC-CV (Constant Current Constant Voltage) method on Lithium-Ion battery which is expected to reduce battery overcharging. In this method, the current is maintained constant until certain conditions then followed by constant voltage to prevent overcharging. The voltage from the solar panel is very high, voltage reduction is needed as the charging voltage for the battery. The DC-DC Converter used is Buck Converter which is given Fuzzy Type-2 algorithm to maintain a current of 10 Ampere during CC conditions and  a voltage of 14.4 Volt during CV conditions with switch of CC conditions to CV conditions on SoC 99.25%.Keywords: battery charging, buck converter, CC-CV, lithium-ion, type-2 fuzzy.
随着人口增长率的提高,能源依存度也在增加,而化石能源在减少。太阳能等替代能源是提供可再生能源的一种解决方案,但太阳能不能提供大量的能源供应。因此,该设备需要一个储能系统。电池在储能中具有重要的作用,其性能需要引起人们的重视。必须考虑使用电池的方法和类型,以保持电池寿命并减少过度充电。本研究的目的是了解CC-CV(恒流恒压)方法对锂离子电池进行快速充电的过程,以期减少电池的过充。在这种方法中,电流保持恒定,直到一定条件,然后是恒定的电压,以防止过充电。来自太阳能电池板的电压非常高,需要降低电压作为电池的充电电压。使用的DC-DC变换器是Buck变换器,该变换器采用模糊Type-2算法,在CC条件下保持10安培的电流,在CV条件下保持14.4伏的电压,在SoC 99.25%的情况下切换CC条件到CV条件。关键词:电池充电,降压变换器,CC-CV,锂离子,2型模糊
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引用次数: 4
Non-Inverting Cascaded Bidirectional Buck-Boost DC-DC Converter with Average Current Mode Control for Lithium-Ion Battery Charger 具有平均电流模式控制的锂离子电池充电器非反相级联双向降压DC-DC变换器
Pub Date : 2021-10-05 DOI: 10.12962/jaree.v5i2.167
H. Suryoatmojo, Indra Anugrah Pratama, Soedibyo .
In order to develop renewable energy, it also needs to enhance the developing of supporting elements. For example, lithium-ion batteries as a component of energy storage. Lithium-ion batteries (Li-ion) have been chosen as energy storage devices for portable equipment, unmanned Aerial Vehicle (UAV) and grid storage systems. But there is a problem such as the process of charging the battery for UAV. Conventional converters used in those chargers have disadvantages such as limited power, lower voltage gain and also high current stress. Therefore, such converters are not efficient to be used for charging the battery. This paper proposes a cascaded bidirectional buck-boost converter for charging the battery. This converter can be operated bidirectional and have better rated power and higher voltage gain. Also, this topology has the same polarity with the input. From the test results, the converter can work in either forward or backward power flow. This converter is working in both buck or boost mode and has an efficiency of 83% in buck mode and 81% for boost mode. The charging process is about 83 minutes until SOC approximately 90 – 95.Keywords: battery charger, cascaded bidirectional buck – boost converter, constant current, li-ion introduction.
要发展可再生能源,还需要加强配套要素的开发。例如,锂离子电池作为能量存储的一个组成部分。锂离子电池(Li-ion)已被选择作为便携式设备、无人机(UAV)和电网存储系统的储能设备。但无人机的电池充电过程等问题仍然存在。这些充电器中使用的传统转换器具有功率有限、电压增益较低和电流应力大等缺点。因此,这种转换器用于给电池充电效率不高。提出了一种用于蓄电池充电的级联式双向降压变换器。该变换器可双向工作,具有较好的额定功率和较高的电压增益。此外,该拓扑结构与输入具有相同的极性。从测试结果来看,该变换器既可以工作在正向潮流中,也可以工作在反向潮流中。该转换器在降压或升压模式下工作,在降压模式下效率为83%,升压模式下效率为81%。充电过程约为83分钟,直到SOC约为90 - 95。关键词:电池充电器,级联双向降压变换器,恒流,锂离子介绍。
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引用次数: 0
DEVELOPMENT OF OPTICAL TRANSDUCER ON FABRICS FOR THE APPLICATION OF LIQUID CLUSTERING USING REFLECTANCE SPECTROSCOPY 基于反射光谱的液体聚类织物光学传感器的研制
Pub Date : 2021-10-05 DOI: 10.12962/jaree.v5i2.202
Viona Hazar Briliana, T. Mujiono
Recently, usage of fabrics as wearable device, along with their applications are increasing, one example being the detection of bio-analyzes such as blood or sweat. One method used to observe the properties of the material of a fabric is to use the Refcletance Spectroscopy, in which excitation of monochromatic light with a specific wavelength is given to a fabrics. Intensity value is then processed using the PCA method in order to obtain the pattern of the difference between each substrate. The proposed transducer optic system consists of 405nm blueviolet laser as the light source, biconvex lens, Adafruit AS7262 light detector, and Arduino. This system can only detect the difference in substrate content from the occurring light scatter. This system can be applied to various kinds of fabric wearable material with differing scatter intensity values depending on the kind of fabrics. Softer kind of fabric is proposed as material for the wearable device because it gives a high scatter intensity value and constant values in every repetation which results in better data reading.Keywords: clustering, optical, reflectance, spectroscopy, transducer, wearable.
最近,织物作为可穿戴设备的使用及其应用正在增加,其中一个例子是检测血液或汗液等生物分析。用于观察织物材料性质的一种方法是使用反射光谱学,该方法将具有特定波长的单色光激发到织物上。然后使用PCA方法对强度值进行处理,以获得每个基材之间的差异模式。该换能器光学系统由405nm紫外光源、双凸透镜、Adafruit AS7262光探测器和Arduino组成。该系统只能通过发生的光散射来检测衬底含量的差异。该系统可应用于各种织物可穿戴材料,根据织物的种类具有不同的散射强度值。更柔软的织物被提议作为可穿戴设备的材料,因为它在每次重复中提供高散射强度值和恒定值,从而导致更好的数据读取。关键词:聚类,光学,反射率,光谱学,传感器,可穿戴。
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引用次数: 0
Self-Tuning PID-Genetic Algorithm Controller for Steam Drum Boiler Water Level Control System 汽包锅炉水位控制系统的pid -遗传算法自整定控制器
Pub Date : 2021-10-05 DOI: 10.12962/jaree.v5i2.102
Mohamad Abdul Hady, M. Yusuf, Ali Fatoni, I. Arifin
A control system with uncertainty or unpredictable disturbance needs more effort to be controlled. A conventional PID Controller is the most popular method used in industries. It was tuned and adjusted by the designer, and it has fixed parameters during operation. However, the disturbance effect causes the desired system performance unreachable. By using a self-tuning controller, the problem should be tackled. In this paper, the PID-Genetic Algorithm (PID-GA) controller was proposed and tested with the steam drum water level control system of a steam power plant. Variation in power load causes noisy water level characteristics and should be maintained at + 0.4 meters from the setpoint to prevent the power plant trip. From the simulation, PID-GA can reduce disturbance of the minimum, nominal, and maximum load with perturbation peaks 0.18 m, 0.22 m, and 0.26 m respectively.Keywords: genetic algorithm, NWL, PID-GA, steam drum, steam power plant.
具有不确定或不可预测扰动的控制系统需要更多的控制努力。传统的PID控制器是工业中最常用的方法。它是由设计者调整的,在运行过程中有固定的参数。然而,干扰效应导致系统无法达到预期的性能。通过使用自调谐控制器,应该可以解决这个问题。本文提出了pid -遗传算法(PID-GA)控制器,并在某电厂汽包水位控制系统中进行了验证。电力负荷的变化会引起噪声的水位特性,应保持在距设定值+ 0.4米的位置,以防止发电厂跳闸。仿真结果表明,PID-GA能够有效降低最小、标称和最大负载的扰动,其扰动峰值分别为0.18 m、0.22 m和0.26 m。关键词:遗传算法,NWL, PID-GA,汽包,蒸汽电厂
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引用次数: 0
Compansation of Electrical Voltage in Distribution System by Dynamic Voltage Restorer 动态电压恢复器对配电系统电压的补偿
Pub Date : 2019-10-31 DOI: 10.12962/j25796216.v3.i2.97
Soe Soe Ei Aung, May Phone Thit
Electrical ac power systems consist of generation systems, transmission and distribution networks. The large three phase industrial loads at various distribution and transmission voltages as well as single-phase residential and commercial loads are supplied by the networks. Nowadays, the power quality such as voltage sags/swell, transient interrupts and harmonic distortions in sinusoidal waveforms are concerned with most of the electrical loads. The power quality problems such as voltage sags, swells and harmonics are caused by the widespread using of power electronics devices in power system. In this paper, electrical voltage sags/swells of power quality problems are considered because this problem is one of the most severe disturbances to the industrial equipment of distribution system. Thus, mitigation of these voltages in distribution system is necessary. So, series connected power electronics based device such as Dynamic Voltage Restorer (DVR) is chosen to compensate these voltage for mitigating quickly the voltage sag/swell in the system and restoring the load voltage to the nominal value. For case study, Myaungtagar industrial zone is chosen due to furnaces and large motor drives that cause the common problems such as voltage sag/swell in this system. In this paper, performance analysis of voltage sag/swell compensation of power distribution system with Dynamic Voltage Restorer (DVR) under various fault conditions is carried out. The proposed configuration model uses MATLAB/SIMULINK and the performance of voltage compensation and restoration of load voltage to the nominal value with DVR under various fault conditions is verified by the simulation results.
交流电力系统由发电系统、输配电网络组成。各种配电和输电电压下的大型三相工业负荷以及单相住宅和商业负荷均由电网供电。目前,电压跌落/膨胀、瞬态中断和正弦波形谐波畸变等电能质量问题是大多数电力负荷所关注的问题。由于电力电子设备在电力系统中的广泛应用,造成了电压跌落、电压膨胀、谐波等电能质量问题。由于电压跌落/膨胀问题是配电系统工业设备中最严重的干扰之一,因此本文考虑了电能质量问题。因此,在配电系统中降低这些电压是必要的。因此,选择基于串联的电力电子设备(如动态电压恢复器(DVR))来补偿这些电压,以快速缓解系统中的电压下降/膨胀,并将负载电压恢复到标称值。对于案例研究,选择Myaungtagar工业区是因为该系统中存在导致电压下降/膨胀等常见问题的熔炉和大型电机驱动器。本文对采用动态电压恢复器(DVR)的配电系统在各种故障条件下的电压跌落/膨胀补偿进行了性能分析。该组态模型采用MATLAB/SIMULINK进行仿真,仿真结果验证了DVR在各种故障条件下的电压补偿和负载电压恢复到标称值的性能。
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引用次数: 0
Integrating the PV-Diesel Hybrid System for Reliability Improvement in Distribution System 集成PV-Diesel混合动力系统提高配电系统可靠性
Pub Date : 2019-10-31 DOI: 10.12962/j25796216.v3.i2.89
C. C. Myint, Ohn Zin Lin, Soe Soe Ei Aung
In Myanmar, as the main power generation is hydro power generation. the utility cannot supply sufficient power to customers during the dry season. Besides interruptions occur frequently due to aging system and lack of prospered protection. Therefore, reliability is an urgent issue in Myanmar. As a result of unbalance between generation and load, the distribution system is getting poor voltage profile, instability and high power losses in high load condition. According to network characteristics, the failure of a component always leads to consequence interruption in a radial distribution system.  Therefore, it is a must consideration to mitigate these challenges to enhance the system reliability. There are many techniques to solve the reliability problems such as reclosers, switching devices (manual and automated switches), system reconfiguration, feeder re-conducting and integration of distributed generation (DG). In this paper, system reliability assessment is evaluated in detail with the integration of the distributed generation such as PV-Diesel Hybrid System. The location of DG is chosen according to the expected energy not supply (EENS) and the voltage drop in proposed system. Next, the optimal sizing of DG is chosen depends on the penetration level of generator. Reliability indices can be evaluated depending on the failure rate(λ), repair time(r) and annual outage time(U) in Electrical Transient and Analysis Program (ETAP) software. The case study of this thesis is carried out in 33/11 kV network which is connected Kyatminton Substation, Kyaukse, Middle Myanmar.
在缅甸,作为主要发电方式的是水力发电。该公司在旱季无法为客户提供足够的电力。此外,由于系统老化和缺乏有效的保护,频繁发生中断。因此,可靠性在缅甸是一个紧迫的问题。由于发电负荷不平衡,配电系统在高负荷工况下出现电压分布差、不稳定、功率损耗大等问题。根据电网的特点,在径向配电系统中,某一部件的故障往往会导致后果中断。因此,如何缓解这些挑战,提高系统的可靠性是必须考虑的问题。有许多技术可以解决可靠性问题,如重合闸、开关装置(手动和自动开关)、系统重构、馈线重导和分布式发电的集成。本文以光伏-柴油混合发电系统为例,对分布式发电系统的可靠性进行了详细的评估。DG的位置是根据系统的预期不供电能量(EENS)和电压降选择的。其次,根据发电机的穿透水平选择DG的最佳尺寸。可靠性指标可以根据电气暂态分析程序(ETAP)软件中的故障率(λ)、维修时间(r)和年停机时间(U)来评估。本文的案例研究是在缅甸中部皎泽的皎敏顿变电站连接的33/11 kV电网中进行的。
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引用次数: 0
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JAREE Journal on Advanced Research in Electrical Engineering
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