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Voice Command Recognition for Movement Control of a 4-DoF Robot Arm 语音指令识别在四自由度机械臂运动控制中的应用
Pub Date : 2022-10-20 DOI: 10.26418/elkha.v14i2.57556
Rendyansyah Rendyansyah, Aditya P. P. Prasetyo, Sarmayanta Sembiring
Robots are widely used in industry. Robots generally have a control system or intelligence embedded in the processor. The robots consist of mobile mode, manipulator, and their combination. Mobile robots usually use wheels, and manipulator robots have limited degrees of freedom. Both have their respective advantages. Mobile robots are widely applied to environments with flat floor surfaces. The manipulator robots are applied to a static environment to produce, print, and cut material. In this study, the robot arm 4 Degree of Freedom (DoF) is integrated with a computer. The computer controls the whole system, where the operator can control the Robot based on voice commands. The operator's voice is one person only with different intonations. Voice command recognition uses the Mel-Frequency Cepstral Coefficients (MFCC) and Artificial Neural Networks (ANN) methods. The MFCC and ANN programs are processed in the computer, and the program output is sent to the Robot via serial communication. There are nine types of voice commands with different MFCC patterns. ANN training data for each command is 10 data, so the total becomes 90. In this experiment, the Robot can move according to voice commands given by the operator. Tests for each voice command are ten experiments, so the total experiment is 90 times with a success rate of 94%. There is only one operator, and experiments have not yet been carried out with the voices of several operators. The error occurred because there were several similar patterns during system testing.
机器人广泛应用于工业。机器人通常在处理器中嵌入控制系统或智能。机器人由移动模式、机械手及其组合组成。移动机器人通常使用轮子,而机械手机器人的自由度有限。两者都有各自的优势。移动机器人广泛应用于地面平坦的环境。机械手机器人应用于静态环境中进行材料的生产、打印和切割。在本研究中,机器人手臂4自由度(DoF)与计算机集成。计算机控制整个系统,操作员可以根据语音命令控制机器人。接线员的声音只有一个人,语调不同。语音命令识别采用了Mel-Frequency倒谱系数(MFCC)和人工神经网络(ANN)方法。在计算机中处理MFCC和ANN程序,并将程序输出通过串行通信发送给机器人。有九种不同MFCC模式的语音命令。每个命令的ANN训练数据为10个数据,因此总数为90。在这个实验中,机器人可以根据操作员发出的语音命令移动。每条语音指令测试10次,总共90次,成功率94%。只有一名操作员,并且还没有用几个操作员的声音进行实验。发生错误是因为在系统测试期间有几个类似的模式。
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引用次数: 1
Application of LoRa Technology at Distribution Substation Using Peak Load Data 基于峰值负荷数据的LoRa技术在配电变电站中的应用
Pub Date : 2022-10-20 DOI: 10.26418/elkha.v14i2.56053
Purnama Helena Hutabarat, Mhd Fitra Zambak
The process of monitoring and measuring transformers at PT. PLN (Persero) at the distribution substation BR 391 is done manually during peak load hours in the field, usually between 18.00-22.00 local time. Distribution substations sometimes have different peak load hours, in the morning, afternoon, evening, and sometimes during the day. Taking into account the different peak load hours at different substations, the current peak load hours are still determined by human. It is not effective, to overcome this, in this study it is planned to design a monitor and data storage using LoRa technology to monitor transformers at distribution substations all the time and has been tested at distribution substation BR 391 Jl. Wijaya Kusuma Medan. From the observations, peak load hours occur between 18.00-22.00 WIB and the highest peak load with power per phase: R=20,513,40 watts, S=15,350.06 watts, and T=21,323.91 watts. It can be seen that the highest average daily power consumption is at 20.00 WIB. More load usage occurs at night and the highest load is in the T phase. The increase in load affects the temperature increase of the cable up to 42.6℃
BR 391配电变电所PT. PLN (Persero)变压器的监测和测量过程是在现场负荷高峰时段(通常在当地时间18:00 - 22:00之间)手动完成的。配电变电所有时有不同的高峰负荷时间,在上午、下午、晚上,有时在白天。考虑到不同变电站的高峰负荷时段不同,目前的高峰负荷时段仍由人为决定。为了克服这一问题,本研究拟设计一种采用LoRa技术的监控器和数据存储系统,实现对配电变电所变压器的全程监控,并在b391 Jl配电变电所进行了试验。Wijaya Kusuma Medan。从观测结果来看,峰值负载时间出现在18.00-22.00 WIB之间,每相功率最高峰值负载:R=20,513,40瓦,S=15,350.06瓦,T=21,323.91瓦。可以看出,最高的日均耗电量为20.00 WIB。更多的负载使用发生在晚上,最高的负载是在T阶段。负载的增加对电缆温升的影响可达42.6℃
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引用次数: 0
Optimizing the Potential of Solar Energy PT PJB UP Muara Karang Rooftop Area Using HelioScope 利用日光镜优化Muara Karang屋顶区域的太阳能潜能
Pub Date : 2022-04-20 DOI: 10.26418/elkha.v14i1.49910
Samsurizal Samsurizal, Rio Afrianda, A. Makkulau
Year after year, there has been a rise in use of electrical power. The industrial, home, commercial, and public sectors accounted for 234,617.88 GWh of PLN's electrical energy sales in 2018. Meanwhile, the household, industrial, commercial, social sector, government office buildings, and public street lighting consumed 2,857.06 GWh of electrical energy in DKI Jakarta. The majority of the energy resources required by interconnected networks are fossil (coal). As a result, a future alternative to fossil fuels is required. Optimizing solar energy that may be employed in urban settings is one of the uses of renewable energy. The building sector consumes up to 40% of the total annual energy. By installing a renewable energy system on the roof of PT PJB Muara Karang power plant unit. The solar power plant energy potential on the roof of PT PJB UP Muara Karang administration building was simulated with HelioScope and using Quantitative Descriptive Method to maximize the rooftop area by installing 143 solar panel modules.  which is capable of supplying 75.11 percent of the energy needs at PT. PJB UP Muara Karang. 
年复一年,电力的使用量一直在增加。2018年,工业、家庭、商业和公共部门占PLN电力销售的234,617.88吉瓦时。与此同时,雅加达DKI的家庭、工业、商业、社会部门、政府办公楼和公共街道照明消耗了2,857.06 GWh的电能。互联网络所需的大部分能源是化石(煤)。因此,未来需要一种化石燃料的替代品。优化可在城市环境中使用的太阳能是可再生能源的用途之一。建筑部门每年消耗的能源高达总能源的40%。通过在PT PJB Muara Karang发电厂装置的屋顶安装可再生能源系统。利用HelioScope模拟了PT PJB UP Muara Karang行政大楼屋顶上的太阳能发电厂能量潜力,并采用定量描述方法通过安装143个太阳能电池板模块来最大化屋顶面积。它能够提供PT. PJB UP Muara Karang所需能源的75.11%。
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引用次数: 2
Fuzzy-PI Control for Buck Converter Output Voltage Stabilizer Buck变换器输出稳压器的模糊pi控制
Pub Date : 2022-04-20 DOI: 10.26418/elkha.v14i1.50703
Ihsan Al-Fikri, Aripriharta Mr., A. N. Handayani, N. Rosmin, S. Omar
This paper presents a hybrid control between Fuzzy and PI to solve the problem of stability of the output voltage on the Buck Converter, especially in small power applications. This paper makes two main contributions. The first is the design of a simple Fuzzy-PI output voltage control design of a buck converter in Matlab. The second is the result of comparing the response of the traditional PI control system with the designed Fuzzy-PI hybrid control. The method used is a simulation with 3 stages. This process starts from the design of the Fuzzy-PI controller, simulation test with 3 scenarios, and verification with a comparison, namely the PI controller. The purpose of the simulation is to see the response of the system to changes in input voltage, reference voltage, and load resistance. Based on the test results, it is known that the Fuzzy-PI control is better than the PI control in maintaining the stability of the buck converter output voltage at every parameter change.
本文提出了一种模糊与PI的混合控制方法,以解决Buck变换器输出电压的稳定性问题,特别是在小功率应用中。本文的主要贡献有两点。首先是在Matlab中设计了一个简单的模糊pi输出电压控制buck变换器的设计。第二部分是对传统PI控制系统与所设计的模糊-PI混合控制系统的响应进行了比较。所采用的方法是三阶段模拟。该过程从Fuzzy-PI控制器的设计,3个场景的仿真测试,以及比较验证,即PI控制器开始。仿真的目的是观察系统对输入电压、参考电压和负载电阻变化的响应。根据测试结果可知,在每次参数变化时,模糊PI控制比PI控制更能保持降压变换器输出电压的稳定性。
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引用次数: 0
Designing Air-Cored Axial Flux Permanent Magnet Generator with Double Rotor 双转子空心轴向磁通永磁发电机的设计
Pub Date : 2022-04-20 DOI: 10.26418/elkha.v14i1.53048
Aji Nur Widyanto, Rahmat Ariwidayat, Faiz Husnayaian, A. Rahardjo, A. R. Utomo, I. M. Ardita
The development of renewable energy is carried out to reduce the use of fossil energy, which is decreasing in existence, increasing in price, and having a very long recovery cycle. One of the uses of technology to support renewable energy development is a synchronous machine that can be used to utilize wind and water energy. One type of synchronous machine that is widely used today is the radial flux machine. However, there is a saturation point in their development. Axial flux machines also called disc type machines, are an alternative to radial flux machines due to their compact shape and high-power density. Axial flux machines can be operated as small to medium-scale power plants. Besides that, they are ideal for low-speed applications. An axial flux permanent magnet (AFPM) generator is designed and built in this study. This generator design consists of a dual rotor with twelve permanent magnets and a single stator with nine coils. The primary material used for the stator and rotor is acrylic, while the permanent magnet uses neodymium N52. It is necessary to know the stator and rotor parameters such as distribution factor (kd), pitch factor (kp), and winding factor (kw) for designing the AFMP generator. The AFPM generator is designed to produce a phase voltage of 4.03 V at a nominal speed of 500 r/min. Based on the measurement results, it was found that the phase voltages at a rotating speed of 500 r/min for each phase are VR = 2.94 V, VS = 2.97 V, and VT = 2.95 V. There are differences in the test results and the design. It can be caused by design simplicity that does not consider magnetic saturation and internal reactance, which cannot be ignored but is not included in the calculation.
可再生能源的发展是为了减少化石能源的使用,化石能源存在的数量越来越少,价格越来越高,回收周期很长。支持可再生能源发展的技术之一是可用于利用风能和水能的同步机。目前广泛使用的一种同步电机是径向磁通电机。然而,它们的发展存在一个饱和点。轴向磁通机也称为圆盘型机,由于其紧凑的形状和高功率密度,是径向磁通机的替代品。轴向磁通机可用于中小型电厂。除此之外,它们是低速应用的理想选择。本研究设计并制造了一台轴向磁通永磁发电机。这种发电机设计由一个带有12个永磁体的双转子和一个带有9个线圈的定子组成。定子和转子的主要材料是丙烯酸,而永磁体使用钕N52。在设计AFMP发电机时,需要了解定子和转子的分布系数(kd)、节距系数(kp)和绕组系数(kw)。AFPM发电机设计用于在500 r/min的标称速度下产生4.03 V的相电压。由测量结果可知,转速为500 r/min时,各相电压分别为VR = 2.94 V, VS = 2.97 V, VT = 2.95 V。试验结果与设计存在差异。这可能是由于设计简单,没有考虑磁饱和和内部电抗,这是不可忽视的,但在计算中没有考虑。
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引用次数: 0
Prayer Guide Tool for the Deaf Using Gyroscope Sensor and HC-12 使用陀螺仪传感器和HC-12的聋人祈祷指南工具
Pub Date : 2022-04-20 DOI: 10.26418/elkha.v14i1.52449
Muhammad Mahda Winasis, H. Fajrin, W. Kartika
Congregational prayer for the Muslim is a prayer done together at least consisting of an Imam (leader of congregation) and Makmum (participants/followers). In carrying out congregational prayers, the deaf frequently struggle to follow the Imam's movement. Therefore, a tool is required to help the deaf in performing congregational prayers. In the previous tools, there are several shortcomings in terms of short data transmission and disability to distinguish the vibrations in each prayer movement.  The short data transmission distance causes the deaf to be less optimal in carrying out congregational prayers because vibration notifications is not conveyed from Imam to Makmum. In this study, a tool will be designed to guide the deaf when performing congregational prayers. This tool uses the HC-12 wireless module to transmit data from the Imam’s device to Makmum’s. Changes in prayer position will be detected by the MPU 6050 gyroscope sensor. The tool will send notifications to the deaf Makmum in separate vibrations for any changes in the Imam 's movement. After testing on 30 different people, the accuracy value is 85.3% and the tool can transmit data at a maximum distance of 30 meters. As a result, the tool can assist the deaf in performing worship services.
穆斯林的集体祈祷是至少由伊玛目(会众的领袖)和Makmum(参与者/追随者)共同完成的祈祷。在进行集会祈祷时,聋哑人经常努力跟随伊玛目的动作。因此,需要一种工具来帮助聋哑人进行会众祈祷。在以前的工具中,有几个缺点,在短的数据传输和无法区分每个祈祷运动的振动。短的数据传输距离导致聋哑人在进行集会祈祷时不太理想,因为振动通知不能从伊玛目传递给马克姆。在本研究中,将设计一个工具来指导聋人进行会众祷告。该工具使用HC-12无线模块将数据从伊玛目的设备传输到Makmum的设备。祈祷位置的变化将被MPU 6050陀螺仪传感器检测到。如果伊玛目的动作有任何变化,这个工具会以不同的振动向失聪的马克姆发出通知。经过对30人的测试,该工具的精度值为85.3%,最大传输距离为30米。因此,该工具可以帮助聋哑人进行礼拜服务。
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引用次数: 0
Quality Improvement of 20 KV Voltage Profile Of PT. PLN (Persero) Ketapang According to SPLN No.72 Of 1987 根据1987年第72号SPLN公告对PT. PLN (Persero) Ketapang 20 KV电压剖面的质量改进
Pub Date : 2022-04-20 DOI: 10.26418/elkha.v14i1.48511
Fitriah Husin, Bonar Sirait
This study aims to determine the magnitude of the increase in the voltage profile of the 20.kV distribution network system of PT. PLN (Persero) Ketapang with the installation of reactive power injection equipment. The research method used is the Newton Raphson power flow method with MATLAB simulation program. From the results of these calculations, Pawan 2 and Pawan 6 load buses each have a voltage drop above 5%, which is found on 42 buses. To overcome this, reactive power injection (Qc) was carried out: 150 KVAR on bus 26 of Pawan 2, and 900 KVAR on bus 40 and 46, and 600 KVAR on bus 51 of Pawan 6. This leads to the increase in voltage drop percentage on Pawan 2 and Pawan 6, thus, the profile meets SPLN No. 72 of 1987, which is below 5%.
本研究的目的是确定20的电压分布增加的幅度。PT. PLN (Persero) Ketapang的千伏配电网系统安装了无功注入设备。本文采用的研究方法是牛顿-拉夫森潮流法,并编制了MATLAB仿真程序。从这些计算结果来看,Pawan 2和Pawan 6负载母线的电压降都在5%以上,在42个母线上发现了这种电压降。为了克服这个问题,进行了无功功率注入(Qc):坡湾2号26号母线150 KVAR,坡湾6号40和46号母线900 KVAR,坡湾6号51号母线600 KVAR。这导致坡道2号和坡道6号的压降百分比增加,使剖面满足1987年第72号SPLN的5%以下的要求。
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引用次数: 0
The Effect of Capacitors on Frequency Response Amplifier IC TDA2030 as Band-Pass Filter 电容对频率响应放大器TDA2030作为带通滤波器的影响
Pub Date : 2022-04-20 DOI: 10.26418/elkha.v14i1.52576
Ferdyanto Ferdyanto, Ade Fikri Fauzi, Mufti Ahmad Fadilah, J. Julian, A. Armansyah
Amplifier is used as an input waveform amplifier by increasing the voltage using an IC power supply. TDA2030 is an amplifier IC with an Output Transformer Less (OTL) type. The amplifier can operate with a voltage of 12 Volt, 1.5 Ampere. The circuit design process uses Proteus software with a universal reference to the TDA2030 datasheet. Proteus experimental results can be seen by simulating the frequency response. Frequency response tests were carried out to obtain filter used for assemble the circuit to produce an ideal Band-pass filter. Then using Digital Oscilloscope, we can observe difference between waves getting emphasis and those they are not. The objective of this study is to determine the value of capacitor C3 with a good  (frequency cut low). Changing value of C3 can produce the desired BPF output. In the experiment, capacitor C3 0.1uf obtained emphasizes low frequencies between 0-250 Hz. Values of C3 with good BPF 47uf and 100uf because the output produced good bass frequency and is suitable for use because the emphasis occurs between 0-5 Hz. On the amplifier IC TDA2030 has made, capacitor C3 with values 47uf and 100uf ideal to be used as BPF because the filter works in a balanced way.
放大器通过使用集成电路电源增加电压作为输入波形放大器。TDA2030是一个放大器IC与输出变压器少(OTL)类型。放大器可以在12伏1.5安培的电压下工作。电路设计过程采用Proteus软件,通用参考TDA2030数据表。通过对频率响应的模拟,可以看到Proteus的实验结果。进行了频率响应测试,获得了用于组装电路的滤波器,以产生理想的带通滤波器。然后用数字示波器观察得到强调的波和没有得到强调的波之间的差异。本研究的目的是确定具有良好(频率切割低)的电容器C3的值。改变C3的值可以产生期望的BPF输出。在实验中,得到的电容器C3 0.1uf强调0-250 Hz之间的低频。具有良好BPF的C3值47uf和100uf,因为输出产生良好的低音频率,并且适合使用,因为重点发生在0- 5hz之间。在放大器IC TDA2030上,电容C3的值为47uf和100uf,理想用作BPF,因为滤波器以平衡方式工作。
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引用次数: 0
Design and Build Miniature Production System (MPS) on Handling Station and Sort Station Using Cascade Controller 用级联控制器设计和构建装卸站和分拣站的微型生产系统
Pub Date : 2022-04-20 DOI: 10.26418/elkha.v14i1.49747
Muhamad Yusuf, S. Riyanto, Hera Susanti
The sorting process based on color generally still uses human power. This has a weakness, i.e., human judgements that are subjective and inconsistent, and work that is done repeatedly can cause saturation. So, the purpose of this research is to create a sorting system in Miniature Production System (MPS) that can select objects based on color using a TCS3200 color sensor. The novelty of this research is that it can detect primary and secondary colors of an object. The process of moving objects from the storage unit to the sorting section uses a pneumatic cylinder which acts as a handling station. The handling station uses 3 cylinders to move the vertical, horizontal axes and clamp the workpiece. The movement of each cylinder is regulated by a Programmable Logic Controller (PLC) where the ladder diagram is based on the step diagram. Simplification of the step diagram is achieved by using a cascade controller. The testing results shows that this system can sort objects by color with a success rate of 86%. Tests on the handling station show that the average workpiece removal process takes 11.30 seconds with air pressure of 4-5 bar in the cylinder.
基于颜色的分类过程通常仍然需要人力。这有一个弱点,即人类的判断是主观的和不一致的,重复的工作可能会导致饱和。因此,本研究的目的是在微型生产系统(MPS)中创建一个分类系统,该系统可以使用TCS3200颜色传感器根据颜色选择对象。这项研究的新颖之处在于它可以检测物体的原色和次色。将物体从存储单元移动到分拣部分的过程使用一个用作处理站的气缸。搬运站使用3个气缸移动垂直、水平轴并夹紧工件。每个气缸的运动由可编程逻辑控制器(PLC)调节,其中梯形图是基于步骤图。通过使用级联控制器实现了阶跃图的简化。测试结果表明,该系统可以按颜色对物体进行分类,成功率为86%。在装卸站进行的试验表明,在气缸内气压为4-5 bar的情况下,工件去除过程平均耗时11.30秒。
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引用次数: 0
MPPT using Firefly Algorithm for Cuk Converter in Photovoltaic 基于萤火虫算法的光伏Cuk变换器最大功率跟踪
Pub Date : 2022-04-20 DOI: 10.26418/elkha.v14i1.52461
S. Siswoko, H. K. Safitri, Oktriza Melfazen
High intensity of sunlight in Indonesia (up to 10 hours per day) is a great opportunity to be utilized as renewable energy by absorbing solar energy using solar panels. The absorbed solar energy is channeled into a DC/DC converter circuit with a Cuk converter topology so that it can be used with small current ripples. The Maximum Power Point Tracker (MPPT) method is needed to get optimum power from solar panels. To optimize the MPPT value, its performance is supported by using the Firefly Algorithm (FFA). This study focused on observing changes in FFA parameters, i.e., firefly populations and random parameters to generate optimal power on Cuk converter topology with MPPT method. FFA embedded in microcontrollers has successfully optimized MPPT performance with the best response obtained in the firefly population = 25, absorption coefficient (γ) = 0.5, random value (α) = 0.6, iteration = 10, with an optimal power of 25.7 Watts.
印度尼西亚日照强度高(每天长达10小时),利用太阳能电池板吸收太阳能,是利用可再生能源的绝佳机会。吸收的太阳能被引导到具有Cuk转换器拓扑的DC/DC转换器电路中,因此它可以用于小电流波纹。最大功率点跟踪(MPPT)方法是太阳能电池板获得最优功率的必要条件。为了优化MPPT值,使用FFA (Firefly Algorithm)算法支持其性能。本研究主要通过观察FFA参数(即萤火虫种群和随机参数)的变化,利用MPPT方法在Cuk转换器拓扑上生成最优功率。FFA嵌入微控制器成功优化了MPPT性能,在萤火虫种群= 25,吸收系数(γ) = 0.5,随机值(α) = 0.6,迭代= 10时获得最佳响应,最优功率为25.7瓦。
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引用次数: 4
期刊
Elkha Jurnal Teknik Elektro
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