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Pre-SEMMS: A Design of Prepaid Smart Energy Meter Monitoring System for Household Uses Based on Internet of Things Pre-SEMMS:基于物联网的预付费家用智能电能表监控系统设计
Pub Date : 2023-03-25 DOI: 10.35882/jeeemi.v5i2.282
K. D. Irianto
The use of prepaid smart electricity services from the State Electricity Company (SEC) for the general public in Indonesia has increased. It is because prepaid electricity has several advantages compared to postpaid electricity. One of them is that it is becoming easier for customers to manage and control their daily electricity usage. Customers can also estimate their total electricity consumption each month. However, customers still have to manually view the information on the electricity meter to find data and information on prepaid electricity. It can make it difficult for customers if the electricity meter is placed outside the house, which is quite far away. Customers must also constantly monitor the use of electricity. This article discusses a prepaid smart electricity consumption monitoring design using Internet of Things technology. The design is carried out without changing the standard prepaid electricity meter system from the SEC. However, a KWH meter tool has been developed that has been combined with Internet of Things technology and can calculate and monitor electricity usage. The results show that with this system, customers can more easily find out and monitor their daily electricity consumption.  
印度尼西亚国家电力公司(SEC)为公众提供的预付费智能电力服务的使用有所增加。这是因为预付电与后付费电相比有几个优势。其中之一是客户管理和控制日常用电量变得越来越容易。用户还可以估计每月的总用电量。然而,客户仍然需要手动查看电表上的信息来查找预付电费的数据和信息。如果电表放在房子外面,距离很远,可能会给客户带来困难。客户还必须经常监控用电情况。本文讨论了一种基于物联网技术的预付费智能用电量监控设计。该设计在不改变SEC标准预付费电表系统的情况下进行。然而,已经开发了一种与物联网技术相结合的KWH电表工具,可以计算和监控用电量。结果表明,有了这个系统,用户可以更容易地发现和监控他们的日常用电量。
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引用次数: 0
Hybrid βΩ-Indexing Fractal Slotted Multiband Antenna for Electronics Wireless Sensor Applications 混合βΩ-Indexing分形开槽多波段天线用于电子无线传感器应用
Pub Date : 2023-03-12 DOI: 10.35882/jeeemi.v5i2.283
N.M.Mary Shindhja, Atul Varshney
In this proposed work a compact, low profile, inset-fed βΩ-space-filling curve-based slotted fractal antenna for multi-band wireless applications and narrow band operations is designed, fabricated, and successfully tested. The measured results of the reflection coefficient and E-plane and H-plane gain radiation patterns are found to be very concord with simulated corresponding results. The antenna resonates at five resonance frequencies 1.91GHz (1.86-1.93GHz), 3.12GHz (3.03-3.21GHz), 5.56GHz (5.50-5.60GHz), 10.75GHz (10.55-11.20GHz) and 13.94GHz (13.72-14.17GHz) with narrow band. Therefore the proposed antenna is adopted for the applications like PCS-1900 (n2 band: 1850-1910MHz), rail mobile radio (1900-1910MHz), DCS-IMT gap (n98/n39 band: 1880-1920MHz), WCDMA (1900MHz), X-band (10.55-11.20GHz) and Ku-band (13.72-14.17GHz) applications. The antenna parameters gain, directivity, and efficiency are greatly improved by the 50% reduction in ground length. A  Good impedance matching is achieved by the use of inset feeding with a 50Ω port at an operating frequency 3.1GHz. The antenna exhibits 2.94dBi gain at the operating frequency. A new hybrid βΩ- space-filling curve has been utilized for the slotted fractal proposed antenna design. The antenna is fabricated on an FR4 substrate with compact dimensions (39.05mm x 32.25mm x 1.6mm) at a frequency 3.1GHz.
在这项工作中,我们设计、制造并成功测试了一种用于多波段无线应用和窄带操作的紧凑、低轮廓、嵌入馈电βΩ-space-filling曲线型开槽分形天线。反射系数的测量结果以及e面和h面增益辐射方向图与模拟结果非常吻合。天线谐振频率为1.91GHz (1.86-1.93GHz)、3.12GHz (3.03-3.21GHz)、5.56GHz (5.50-5.60GHz)、10.75GHz (10.55-11.20GHz)和13.94GHz (13.72-14.17GHz),谐振频率为窄带。因此,该天线可用于PCS-1900 (n2频段:1850-1910MHz)、轨道移动无线电(1900-1910MHz)、DCS-IMT gap (n98/n39频段:1880-1920MHz)、WCDMA (1900MHz)、x频段(10.55-11.20GHz)和ku频段(13.72-14.17GHz)等应用。天线参数增益、指向性和效率由于地长减少50%而大大提高。通过在3.1GHz工作频率下使用50Ω端口的插入馈电,实现了良好的阻抗匹配。天线在工作频率下的增益为2.94dBi。将一种新的混合βΩ-空间填充曲线用于开槽分形天线设计。天线是在FR4基板上制造的,尺寸紧凑(39.05mm x 32.25mm x 1.6mm),频率为3.1GHz。
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引用次数: 0
Effect of Muscle Fatigue on EMG Signal and Maximum Heart Rate for Pre and Post Physical Activity 肌肉疲劳对运动前后肌电信号和最大心率的影响
Pub Date : 2023-01-30 DOI: 10.35882/jeeemi.v5i1.278
Arifah Putri Caesaria, Endro Yulianto, Sari Luthfiyah, Triwiyanto Triwiyanto, Achmad Rizal
Sport is a physical activity that can optimize body development through muscle movement. Physical activity without rest with strong and prolonged muscle contractions results in muscle fatigue. Muscle fatigue that occurs causes a decrease in the work efficiency of muscles. Electrocardiography (ECG) is a recording of the heart's electrical activity on the body's surface. EMG is a technique for measuring electrical activity in muscles. This study aims to detect the effect of muscle fatigue on cardiac signals by monitoring ECG and EMG signals. This research method uses the Maximum Heart Rate with a research design of one group pre-test-post-test. The independent variable is the ECG signal when doing plank activities, while the dependent variable is the result of monitoring the ECG signal. To get the Maximum Heart Rate results, respondents use the Karnoven formula and perform the T-test. Test results show a significant value (pValue <0.05) in pre-exercise and post-exercise. When the respondent experiences muscle fatigue, it shows the effect of changes in the shape of the ECG signal which is marked by the presence of movement artifact noise. It concluded that the tools in this study can be used properly. This study has limitations including noise in the AD8232 module circuit and the display on telemetry where the width of the box cannot be adjusted according to the ECG paper.is  It recommended for further research to use components with better quality and replace the display using the Delphi interface.
体育运动是一种通过肌肉运动来优化身体发育的体育活动。没有休息的体力活动和强烈而持久的肌肉收缩会导致肌肉疲劳。肌肉疲劳会导致肌肉的工作效率下降。心电图(ECG)是对身体表面心脏电活动的记录。肌电图是一种测量肌肉电活动的技术。本研究旨在通过监测心电和肌电信号来检测肌肉疲劳对心脏信号的影响。本研究方法采用最大心率法,采用一组前测后测的研究设计。自变量是做平板支撑时的心电信号,因变量是监测心电信号的结果。为了得到最大心率结果,受访者使用Karnoven公式并进行t检验。测试结果显示,运动前和运动后的差异有显著性意义(pValue <0.05)。当被调查者经历肌肉疲劳时,它显示出ECG信号形状变化的影响,其标志是运动伪影噪声的存在。结论是本研究的工具可以正确使用。本研究存在局限性,包括AD8232模块电路中的噪声和遥测显示,其中盒的宽度无法根据心电纸调整。建议进一步研究使用质量更好的元件,并使用Delphi界面替换显示器。
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引用次数: 0
Analysis of Stability and Accuracy of Gas Flow in High Flow Nasal Canule for COVID-19 Patients 新型冠状病毒肺炎患者高流量鼻管气体流量稳定性及准确性分析
Pub Date : 2023-01-28 DOI: 10.35882/jeeemi.v5i1.277
M. Mak’ruf, Novella Lasdrei Anna Leediman, A. Pudji, Erwin L. Rimban
In December 2019, the world was introduced to a new coronavirus, severe acute respiratory syndrome (COVID-19).The primary strategy for COVID-19 patients is supportive care, using high-flow nasal oxygen therapy (HFNC) reported to be effective in improving oxygenation. Stability is the ability of a medical device to maintain its performance [1]. Medical equipment must have the stability necessary to maintain critical performance conditions over a period of time. Accuracy is the closeness of agreement between the value of a measuring quantity, and the value of the actual quantity of the measuring quantity[2].The purpose of this study is to ensure that the readings of the HFNC device are accurate and stable so that it is safe and comfortable when used on patients. The development of the equipment that will be used by the author adds graphs to the TFT LCD to help monitor stable data in real time so that officers can monitor the flow and fraction of oxygen in the device to be stable. This study uses Arduino Nano while the sensor used is the GFS131 sensor, then the results are displayed on the Nextion TFT LCD. The test is carried out with comparing the setting value of the HFNC tool that appears on the TFT LCD with a gas flow analyzer with a measurement range of 20 LPM to 60 LPM 5 times at each point. Based on measurements on the gas flow analyzer, the HFNC module has an average error (error (%)) of6.40%. Average uncertainty (Ua) 0.05. Conclusion from these results that the calibrator module has a relative error (error value) that is still within the allowable tolerance limit, which is ±10%, the tool is precise because of the small uncertainty and good stability of the stability test carried out within a certain time.  
2019年12月,世界出现了一种新的冠状病毒——严重急性呼吸系统综合征(COVID-19)。COVID-19患者的主要策略是支持性护理,使用高流量鼻氧疗法(HFNC)据报道可有效改善氧合。稳定性是指医疗设备保持其性能的能力。医疗设备必须具有在一段时间内保持关键性能条件所需的稳定性。准确度是测量量的值与测量量的实际量[2]的值之间的接近程度。本研究的目的是确保HFNC装置的读数准确、稳定,使其在患者身上使用时安全、舒适。作者将使用的设备的开发在TFT液晶显示器上添加了图形,以帮助实时监测稳定的数据,以便官员可以监测设备中氧气的流量和分数是否稳定。本研究使用Arduino Nano,使用的传感器为GFS131传感器,结果显示在Nextion TFT LCD上。将TFT LCD上显示的HFNC工具的设定值与测量范围为20lpm至60lpm的气体流量分析仪进行比较,每点5次。根据气体流量分析仪的测量结果,HFNC模块的平均误差(误差%)为6.40%。平均不确定度(Ua) 0.05。从这些结果得出,校准器模块的相对误差(误差值)仍在允许的公差范围内,即±10%,由于在一定时间内进行的稳定性试验的不确定度小,稳定性好,因此该工具是精确的。
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引用次数: 0
The Performance Analysis of the Infrared Photodiode Sensor to Infusion Set on Infusion Device Analyzer Machine 输液器分析仪中红外光电二极管传感器对输液器的性能分析
Pub Date : 2023-01-28 DOI: 10.35882/jeeemi.v5i1.274
Anisa Rahma Astuti, Syaifudin, Triana Rahmawati, K. Phasinam
Infusion pumps and syringe pumps are devices used to administer liquid medicines to patients. The frequency of using the infusion pump and syringe pump in the long term will affect the accuracy of the tool. Accuracy is very important in dosing to patients in critical conditions who require intensive care to prevent fluid balance in the body. Therefore, periodic calibration of medical devices is required at least once a year. Calibration according to Permenkes No. 54 of 2015 is a calibration activity to determine the correctness of a tool. The purpose of this research is to make an Infusion Device Analyzer (IDA) with a TFT LCD displaying a graph of flowrate parameters. The method used is to analyze the flowrate value using an infrared photodiode sensor and can see the stability of the flowrate graph on a 7-inch TFT LCD from the use of 2 brands of syringes and an infusion set. The results obtained can be stored on the SD Card. The measurement results show that the error in the performance of the syringe and infusion pump read by the module on Channel 1 with the Terumo syringe is 0.15 (10 ml/h), 0.1 (50ml/h) and 0.03 (100ml/h). . On Channel 2 it is 0.02(10ml/hour), 0.03 (50ml/hour) and 0.04(100ml/hour). When using the B-Braun Channel 1 syringe, 0.25 (10ml/h), 009(50ml/h) and 0.08(100ml/h) are used. And on Channel 2 it is 0.62 (10ml/h), 0.15 (50ml/h), and 7.3 (100ml/h). When using the Terumo Channel 1 brand infusion set at 0.05 (10ml/h), 0.3(50ml/h), and 0.04(100ml/h). On Channel 2 it is 0.14(10ml/hour), 0.02 (50ml/hour) and 0.18 (100 ml/hour). When using the B-Braun Channel 1 Infusion Set, it is 0.07(10ml/h), 0.02(50 ml/h), and 0.03 (100ml/h). Then on Channel 2 0.07 (10ml/hour), 0.02(50 ml/hour), and 0.1(100ml/hour). The conclusion of this study is that the use of 2 different infusion sets greatly affects the readings, other than that other factors can also affect the readings including the position of the hose and the placement of sensors on each channel. From the manufacture of this tool, it is expected that users can be more efficient in using a 2-channel Infusion Device analyzer which can be run at the same time.
输液泵和注射泵是用于给病人注射液体药物的装置。长期使用注射泵和注射泵的频率会影响工具的精度。对于需要重症监护以防止体内液体平衡的危重病人,给药的准确性非常重要。因此,每年至少需要对医疗器械进行一次定期校准。根据2015年Permenkes No. 54的校准是一项确定工具正确性的校准活动。本研究的目的是制造一种具有TFT液晶显示流量参数图的输液器分析仪(IDA)。所采用的方法是使用红外光电二极管传感器分析流量值,可以在7英寸TFT LCD上看到使用2个品牌的注射器和输液器的流量图的稳定性。得到的结果可以存储在SD卡上。测量结果表明,该模块在通道1上读取的Terumo注射器和注射泵的性能误差分别为0.15 (10ml /h)、0.1 (50ml/h)和0.03 (100ml/h)。在频道2,它是0.02(10ml/小时),0.03 (50ml/小时)和0.04(100ml/小时)。当使用B-Braun Channel 1注射器时,使用0.25 (10ml/h), 009(50ml/h)和0.08(100ml/h)。通道2是0.62 (10ml/h), 0.15 (50ml/h)和7.3 (100ml/h)。当使用Terumo Channel 1品牌输液器时,0.05 (10ml/h), 0.3(50ml/h)和0.04(100ml/h)。在通道2,它是0.14(10毫升/小时),0.02(50毫升/小时)和0.18(100毫升/小时)。当使用B-Braun 1通道输液器时,它是0.07(10ml/h), 0.02(50ml /h)和0.03 (100ml/h)。然后在通道2上0.07 (10ml/小时),0.02(50ml /小时)和0.1(100ml/小时)。本研究的结论是,使用两种不同的输液器对读数有很大的影响,除此之外,其他因素也会影响读数,包括软管的位置和每个通道上传感器的放置。从该工具的制造来看,期望用户可以更有效地使用可以同时运行的2通道输注设备分析仪。
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引用次数: 1
Performance Analysis of Twelve Lead ECG Based on Delivery Distance Using Bluetooth Communication 基于蓝牙通信传输距离的十二导联心电性能分析
Pub Date : 2023-01-28 DOI: 10.35882/jeeemi.v5i1.275
Azel Pralingga Mukti, Lusiana Lusiana, D. Titisari, Satheeshkumar Palanisamy
Based on data from Basic Health Research (Riskesdas) in 2018, the incidence of heart and blood vessel disease is increasing from year to year. At least 15 out of 1000 people or about 2,784,064 individuals in Indonesia suffer from heart disease. Therefore, cardiovascular health care can make a better diagnosis through continuous monitoring. The purpose of this study was to develop a 12-lead circuit, a lead selector (Wilson Central Terminal), an instrumentation booster, an analog filter (Notch Filter 50Hz), Arduino UNO, a Bluetooth module, and Delphi7 application to display electrocardiograph signals. The results show that the Bluetooth module cannot send a signal at a distance of 20 meters if there is no obstacle, cannot send a signal at a distance of 10 meters if there is an obstacle in the form of a wall, and cannot send a signal at a distance of 16 meters if there is an obstacle in the form of wood (doors).
根据2018年基础健康研究(Riskesdas)的数据,心脏和血管疾病的发病率逐年上升。在印度尼西亚,每1000人中至少有15人或约2,784,064人患有心脏病。因此,心血管保健可以通过持续监测来更好地进行诊断。本研究的目的是开发一个12引线电路、引线选择器(Wilson Central Terminal)、仪表升压器、模拟滤波器(Notch filter 50Hz)、Arduino UNO、蓝牙模块和Delphi7应用程序来显示心电图信号。结果表明,蓝牙模块在无障碍物的情况下无法在20米距离内发送信号,在有墙形式障碍物的情况下无法在10米距离内发送信号,在有木(门)形式障碍物的情况下无法在16米距离内发送信号。
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引用次数: 2
Eight Channel Temperature Monitoring using Thermocouple Sensors (type K) Based on Internet of Thing using ThinkSpeak Platform 基于ThinkSpeak平台的物联网热电偶(K型)八通道温度监测
Pub Date : 2023-01-28 DOI: 10.35882/jeeemi.v5i1.276
Candra Prastyadi, B. Utomo, Her Gumiwang Ariswati, D. Titisari, S. Sumber, A. S. Kumar
A laboratory incubator is a device used to incubate a breed. a very important condition in the procedure Incubator is the optimal temperature conditions for microorganisms to grow. The incubator is equipped with a temperature controller so that the temperature can be adjusted according to the breed to be raised. Incubators use an oven like dry heat. The purpose of this study was to test and analyze the accuracy of the thermocouple sensor with incubator media in a laboratory incubator calibrator. The main design method uses the 8 MAX 6675 module, the 8 K type Thermocouple module, Arduino Mega, and SD Card data storage. Temperature measurements were measured with a Type K thermocouple sensor. The thermocouple sensor has 8 channels which function to measure the temperature at each camber point of the incubator. The temperature will be stored on the SD card for data analysis and the data can be processed in graphical form. Benchmarking is done using a temperature data logger. This is done so that the design results are below the standard comparison tool. The measurement results on the module compared to the comparison tool obtained the largest error value, namely 3.98%, namely on channel T6 at 35°C with ordinary incubator media and the smallest error on ordinary incubator media at point T6 at 37°C, which is 0.06 % and at 35 C the temperature of the incubator fan has the largest error of 2.98% and the smallest error of 0.86%. the module can perform well by testing the comparison tool at every point
实验室培养箱是用来培养一个品种的设备。培养箱中一个非常重要的条件是微生物生长的最佳温度条件。培养箱装有温控器,可以根据饲养的品种调节温度。孵化器使用像干热一样的烤箱。本研究的目的是测试和分析在实验室培养箱校准器中使用培养介质的热电偶传感器的准确性。主要设计方法采用8max 6675模块、8k型热电偶模块、Arduino Mega和SD卡数据存储。温度测量用K型热电偶传感器测量。热电偶传感器有8个通道,用于测量培养箱每个弧度点的温度。温度将存储在SD卡上进行数据分析,数据可以图形化处理。使用温度数据记录仪进行基准测试。这样做是为了使设计结果低于标准比较工具。与比较工具相比,模块上的测量结果误差值最大,为3.98%,即在35℃时T6通道上使用普通培养液,在37℃时T6点上使用普通培养液误差最小,为0.06%,在35℃时培养箱风扇温度误差最大,为2.98%,误差最小,为0.86%。通过在每个点测试比较工具,模块可以表现良好
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引用次数: 0
Internet of (Healthcare) Things Based Monitoring for COVID-19+ Quarantine/ Isolation Subjects Using Biomedical Sensors, A Lesson from the Recent Pandemic, and an Approach to the Future. 基于物联网(医疗保健)的生物医学传感器对COVID-19+检疫/隔离对象的监测,从最近的大流行中吸取的教训,以及对未来的一种方法
Pub Date : 2023-01-25 DOI: 10.35882/jeeemi.v5i1.267
Azarudeen Mohamed Arif, Abubaker M. Hamad, Montasir Mohamed Mansour
The COVID-19+ pandemic has brought into keen focus the necessity to utilize and enforce our digital infrastructure for remote patient monitoring based on IoT (Internet of Things) technology since quarantines and isolations are playing a vital role in containing its spread. As of date, many viral tests and vaccines are in use while few drugs are in experimental stages, but there is always need for possibilities for increasing reliability of disease detection and monitoring at both levels of individual and society, and such aim can be supported by wearable biomedical sensors devices. Previously, wearable devices have been used to monitor physiological parameters during daily human living activities. Still, the investment of such technologies toward predicting infection by COVID-19+ remains essential to alert potential patients and start sequence of health systems intervention. It was found that wearable devices increased patients’ compliance to healthcare advice.  Thus, in this perspective review, we have proposed an IoT based system to monitor the quarantine / isolation subjects during COVID-19+ and similar pandemic and quarantine observation. This wearable prototype, associated with the bundled mobile app, act to reports and tracks/monitoring the quarantined individuals. IoT based quarantine/isolation monitoring system is contact-free that could benefit especially healthcare professionals to lower the risk of exposure to infective pathogens. Current manuscript describes clinically relevant physiological human parameters that can be measured by wearable biomedical sensors and monitored based on IoT technology and their role in health tracking, stability, and recovery of COVID-19++ve individuals and front-line health workers. This paper aimed at initiation of an approach among front-line healthcare workers as well as biomedical engineers for developing digital healthcare platforms of monitoring and managing such pandemic.
COVID-19+大流行使人们强烈关注利用和实施基于物联网技术的远程患者监测的数字基础设施的必要性,因为隔离和隔离在遏制其传播方面发挥着至关重要的作用。迄今为止,许多病毒检测和疫苗正在使用中,而很少有药物处于实验阶段,但始终需要在个人和社会两个层面提高疾病检测和监测的可靠性,而可穿戴生物医学传感器设备可以支持这一目标。此前,可穿戴设备已被用于监测人类日常生活活动中的生理参数。尽管如此,投资此类技术预测COVID-19+感染对于提醒潜在患者和启动卫生系统干预程序仍然至关重要。研究发现,可穿戴设备提高了患者对医疗建议的依从性。因此,在本综述中,我们提出了一种基于物联网的系统,用于在COVID-19+和类似的大流行和检疫观察期间监测检疫/隔离受试者。这个可穿戴的原型与捆绑的移动应用程序相关联,可以报告和跟踪/监控被隔离的个人。基于物联网的检疫/隔离监测系统是无接触的,可以使医疗保健专业人员特别受益,以降低接触传染性病原体的风险。目前的稿件描述了可穿戴生物医学传感器测量和基于物联网技术监测的临床相关人体生理参数及其在COVID-19++ 5个人和一线卫生工作者健康跟踪、稳定和恢复中的作用。本文旨在为一线医护人员和生物医学工程师提供一种开发监测和管理此类大流行的数字医疗平台的方法。
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引用次数: 0
Power Added Efficiency Enhancement in a 2.4 GHz Class E Power Amplifier in 0.13µm CMOS Technology 基于0.13µm CMOS技术的2.4 GHz E类功率放大器的功率增加效率提升
Pub Date : 2023-01-25 DOI: 10.35882/jeeemi.v5i1.273
Hemad Heidari Jobaneh
Power-Added-Efficiency (PAE) is one of the most significant factors by which the performance of a Power Amplifier (PA) can be scrutinized. A new approach to increase PAE is proposed in this paper. Plus, the trade-off between increasing VDD for more output power and more PAE is examined. In addition, new and precise calculations for both output voltage and output power are achieved. Furthermore, the concept of using an equivalent circuit of a transformer is described to justify the new way to increase PAE. The designed Power Amplifier (PA) operates at 2.4GHz. The simulation is performed by Advanced Design System (ADS) and MATLAB. Plus, the TSMC 0.13 µm CMOS process is utilized to fulfil the procedure. The class E PA is designed to gain two different objectives, including more output power and more PAE. With VDD= 1.18 V the output power is 19.52 dBm and PAE is 68.5 %. Ultimately, with VDD=4.4 V the output power is 31.24 dBm and PAE is 62.7 %.
功率附加效率(PAE)是衡量功率放大器(PA)性能的重要指标之一。本文提出了一种提高PAE的新方法。此外,还研究了增加VDD以获得更多输出功率和更多PAE之间的权衡。此外,对输出电压和输出功率进行了新的精确计算。此外,描述了使用变压器等效电路的概念,以证明增加PAE的新方法是正确的。所设计的功率放大器(PA)工作频率为2.4GHz。利用高级设计系统(ADS)和MATLAB进行仿真。此外,采用台积电0.13 μ m CMOS工艺来完成该程序。epa类旨在获得两个不同的目标,包括更大的输出功率和更多的PAE。当VDD= 1.18 V时,输出功率为19.52 dBm, PAE为68.5%。最终,当VDD=4.4 V时,输出功率为31.24 dBm, PAE为62.7%。
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引用次数: 1
Planning a Protection Coordination System Against Over Current Relays and Ground Fault Relays Using the NN Method 用神经网络方法设计过流继电器和接地故障继电器保护协调系统
Pub Date : 2022-10-29 DOI: 10.35882/jeeemi.v4i4.239
Siti Zaibah, A. Nugraha, F. Ainudin
PT PAMA PERSADA is one of the power plants located in Kalimantan, Barunang which has 2 feeders. In one of the feeders, protection coordination often occurs. These disturbances can hamper the performance of the company PT PAMA PERSADA. This turned out to be a disturbance in the coordination of protection types of overcurrent relays and ground fault relays. Where in the end it takes an evaluation analysis of the relay setting coordination using the Electrical Transient Analysis Program (ETAP) 19.0.1 software on the electrical system. The disturbance that occurs is in feeder 2 which is divided into KM30 and Parilahung substations. This disturbance occurs because the relay coordination trips work simultaneously. From the results of the ETAP simulation, the power value is 4.164 KW, the reactive power is 780.3 KVAR, the apparent power is 4.237 KVA, and the cos phi value used is 0.9. Meanwhile, the protection coordination setting meets the IEEE 60255 standard with a grading time of 0.2 – 0.6 second. After being successfully simulated with the Electrical Transient Analysis Program (ETAP) 19.0.1 software, it was continued with the Matlab software which was used as an optimization of the relay settings and the use of the working effect of the NN (Neural Network) method. In accordance with the MSE (Main Square Error) value it reached 0.33452.
PT PAMA PERSADA是位于巴鲁南加里曼丹的发电厂之一,有2个馈线。在其中一个馈线中,经常发生保护协调。这些干扰会妨碍公司PT PAMA PERSADA的绩效。结果表明,这是过流继电器和接地故障继电器保护类型协调时产生的干扰。最后利用电气系统暂态分析程序(ETAP) 19.0.1软件对继电整定协调性进行评价分析。干扰发生在支线2,分为KM30和Parilahung变电站。这种扰动是由于继电器协调跳闸同时工作造成的。从ETAP仿真的结果来看,功率值为4.164 KW,无功功率为780.3 KVAR,视在功率为4.237 KVA,使用的cos phi值为0.9。同时,保护协调整定符合IEEE 60255标准,分级时间为0.2 - 0.6秒。在电瞬态分析程序(ETAP) 19.0.1软件模拟成功后,继续使用Matlab软件对继电器整定进行优化,并利用NN (Neural Network)方法的工作效果。根据MSE(主平方误差)值,它达到了0.33452。
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Journal of Electronics, Electromedical Engineering, and Medical Informatics
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