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Sistem Pakar Fuzzy dengan Metode Sugeno Untuk Diagnosa Penyakit Diabetes Mellitus 用Sugeno方法诊断Mellitus糖尿病的模糊系统
Pub Date : 2022-06-28 DOI: 10.20527/flux.v19i2.9607
Humaidillah Kurniadi Wardana, Imamatul Ummah, Lina Arifah Fitriyah
ABSTRAK- Telah berhasil dibuat sistem pakar fuzzy Metode Sugeno untuk mendeteksi penyakit diabetes mellitus atau tidak. Tujuan dibuatnya sistem pakar ini untuk membantu membuat suatu keputusan dengan cepat dalam mendiagnosa penyakit diabetes mellitus.Variabel 7 inputan pada himpunan fuzzy berasal dari Laboratorium RSUD Jombang yaitu tekanan darah sistol, tekanan darah diastol, glukosa sewaktu, kolestrol total, kadar HDL, kadar LDL, dan trigliserida. Sedangkan variabel output untuk mendiagnosa penyakit diabetes mellitus meliputi normal, pre diabetes, dan diabetes. Hasil dari pengujian dengan rule 129 dan tingkat keakuratan sistem ini sebesar 68%. ABSTRACT − A fuzzy expert system using the Sugeno method has been successfully created in diagnosing diabetes mellitus or not. The purpose of this expert system is to help make a decision quickly in diagnosing diabetes mellitus. The 7 input variables in the fuzzy set come from the Jombang Regional Hospital laboratory, namely systolic blood pressure, diastolic blood pressure, temporary glucose, total cholesterol, HDL levels, LDL levels, and triglycerides. While the output variables for diagnosing diabetes mellitus include normal, pre diabetes, and diabetes. The results of testing with rule 129 and the level of accuracy of this system is 68%.
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引用次数: 1
Pengaruh Penambahan Tepung Umbi Porang dan Variasi Konsentrasi Flavonoid Kulit Nanas dalam Pembuatan Biofoam 对添加块茎淀粉的影响,以及在制造生物foam时菠萝皮的不同浓度变化的影响
Pub Date : 2022-06-27 DOI: 10.20527/flux.v19i2.11445
Sutiarno Sutiarno, Mega Muryani, Adi Sucipto, R. Rahmawati, Fegiliani Fegiliani, A. Riyanto
Pembuatan biofoam sebagai pengganti styrofoam terus dikembangkan untuk mendapatkan kemasan makanan yang sehat, aman, dan murah bagi masyarakat. Penelitian ini dilakukan untuk melihat pengaruh pelapisan bioplastik glukomanan dari tepung porang yang divariasikan konsentrasi senyawa flavonoid kulit nanas terhadap gugus fungsi dan sifat antibakteri pada biofoam. Bahan biofoam dalam penelitian ini terdiri dari bahan baku utama dan bahan aditif. Bahan baku utama yang digunakan dalam penelitian ini adalah pati kulit pisang dan selulosa dari serat kulit durian. Kemudian, bahan aditif yang digunakan  yaitu tepung porang, polimer CMC, dan flavonoid dari kulit nanas. Bahan baku utama dicampur dan diikat oleh polimer pengikat berupa CMC. Campuran dicetak dengan metode thermopressing dengan suhu 170 oC dalam waktu 3 menit. Biofoam hasil cetakan dilapisi bioplastik glukomanan dari tepung porang yang telah divariasikan konsentrasi senyawa flavonoid (1.250, 2.500, 5.000, 10.000) ppm. Metode pelapisan yang digunakan adalah teknik tuang dan dikeringkan pada suhu 80 OC selama 12 jam. Berdasarkan hasil pengujian, daya serap air biofoam berhasil diturunkan dari 55% menjadi 7,8%, 8%, 12%, dan 9%. Hidrofobisitas tersebut diduga berasal dari bioplastik tepung porang sebagai plastizer. Kemudian, hasil uji aktivitivitas antibakteri pada bakteri Bacillus sp dan Escherichia coli terdapat aktivitas zona hambat pada variasi konsentrasi flavonoid 10.000 ppm berturut-turut 8 mm dan 3,34 mm. Semakin tinggi konsentrasi senyawa flavonoid dalam sampel biofoam, terjadi pergeseran gugus fungsi O-H, C-H aromatik alifatik C=C, C=O, dan C-O. Peningkatan konsentrasi flavonoid hanya mempengaruhi sifat antibakteri tetapi tidak mempengaruhi nilai penyerapan air, karena nilainya cenderung tetap
生物泡沫塑料的生产不断被开发出来,以获得健康、安全、廉价的食品包装。这项研究的目的是观察菠萝皮中改变类黄酮化合物浓度的聚合对生物泡沫的作用和抗菌特性的影响。这项研究的生物泡沫材料是主要的原料和添加剂。这项研究使用的主要原料是香蕉皮和榴莲皮革纤维的纤维素。然后,用于添加剂的是porang淀粉、CMC聚合物和菠萝皮的类黄酮。主原料被CMC的聚合物混合并结合。混合物在3分钟内用热加压法绘制,温度为170摄氏度。从porang淀粉中合成的类黄酮化合物浓度(1,250、2500、5000、1万)中改变的聚合。使用的涂料方法是在80摄氏度下进行和干燥12个小时。根据测试结果,生物泡沫水的吸收能力从55%下降到7.8%、8%、12%和9%。这种水化被认为是由porang生物塑料面粉作为可塑剂制成的。然后,sp杆菌和Escherichia大肠杆菌抗菌抗菌的抗菌活性测试发现,在连续8毫米和3.34毫米的类黄酮浓度变异中存在抑制区活动。生物泡沫样本中类黄酮的浓度越高,C- h - h alifatic C=C, C=O和C-O的功能簇发生了变化。提高类黄酮的浓度只会影响抗菌的性质,但不会影响水的吸收价值,因为它的价值往往是固定的
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引用次数: 0
Seleksi Model pada Peptide-receptor Radionuclide Therapy dengan 177Lu-DOTATATE untuk Dosimetri Ginjal
Pub Date : 2022-06-27 DOI: 10.20527/flux.v19i2.12153
R. Hanifah, Nurul Atikah, M. Anwari, M. Naqiyyun, A. Riana, D. Hardiansyah
ABSTRAK- Seleksi model merupakan aspek penting dari analisis data farmakokinetik. Seleksi model dilakukan untuk memperoleh fungsi terbaik yang selanjutnya digunakan dalam perhitungan nilai TIACs pada dosimetri individu. Data yang digunakan pada penelitian ini berupa data biodistribusi radiofarmaka 177 Lu-DOTATATE pada organ ginjal dari 8 pasien PRRT. Setiap data pasien difitting dengan menggunakan beberapa fungsi. Pada setiap fungsi yang diterapkan, dilakukan analisa goodness of fit . Pada setiap fungsi yang memenuhi kriteria goodness of fit dilakukan perhitungan nilai AICc dan nilai pembobotan AICc. Fungsi dengan nilai pembobotan AICc terbesar dipilih menjadi fungsi terbaik. Berdasarkan proses seleksi model yang dilakukan, fungsi 𝑓 2𝑎,1𝑒𝑥 (𝑡) = 𝐴 1 𝑒 ABSTRACT − Model selection is an essential aspect of pharmacokinetic data analysis. Model selection is carried out to obtain the best function, which is then used in calculating TIACs values on individual dosimetry. The data used in this study were the bio-distribution data of radiopharmaceutical 177 Lu-DOTATATE in the kidneys of 8 PRRT patients. Each patient data was fitted using several functions. A goodness of fit analysis was carried out for each function. For each function that meets the goodness of fit criteria, the AICc value and AICc weighting value were calculated. The function with the most significant AICc weighting value was selected. Based on the model selection process, the function 𝑓 2𝑎,1𝑒𝑥 (𝑡) = 𝐴 1 𝑒 −(𝜆 1 +𝜆 𝑝ℎ𝑦𝑠 )𝑡 were best for patients 1,3,4,5,6, and 7. Meanwhile, function 𝑓 2𝑏,2𝑒𝑥 (𝑡) = 𝐴 1 𝑒 −(𝜆 1 +𝜆 𝑝ℎ𝑦𝑠 )𝑡 + (100 − 𝐴 1 ) 𝑒 −(𝜆 𝑝ℎ𝑦𝑠 )𝑡 became the best models for patients 2, and functions 𝑓 1𝑎,1𝑒𝑥 (𝑡) = 𝐴 1 𝑒 −(𝜆 𝑝ℎ𝑦𝑠 )𝑡 became the best models for patient 8.
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引用次数: 0
Comparison of Deformation Vectors Due to Earthquake in Subduction Zone and Sumatran Fault for Each Phase of Earthquake Cycle 俯冲带与苏门答腊断裂地震周期各期地震变形向量比较
Pub Date : 2022-06-20 DOI: 10.25077/jif.14.2.73-85.2022
F. Monica, Vira Friska, D. Arisa, Marzuki Marzuki
This study compares the deformation in West Sumatra due to the earthquakes in the subduction zone and the Sumatran Fault. The Mw6.0 Mentawai earthquake 2019 with a thrust fault mechanism and the Mw5.4 South Solok earthquake 2019 with a strike-slip fault mechanism were used as case studies for the subduction zone and Sumatran Fault, respectively. The deformation was observed using 12 SuGAr (Sumatra GPS Array) and 8 InaCORS (Indonesian Continuously Operating Reference Station) stations, which were processed using GAMIT/GLOBK software. There are differences in the deformation vectors of the two earthquakes. The Mentawai earthquake experienced larger energy accumulation than the South Solok earthquake. The coseismic phase of the Mentawai earthquake experienced the largest horizontal shift at the SLBU station, which was 15.48 mm in the direction of S29.96W, while the South Solok earthquake is found to horizontally shift the CSDH station at the size of 5.75 mm towards S11.45E. The postseismic phase of the Mentawai earthquake lasted 60 days, longer than the South Solok earthquake (20 days). The difference in deformation characteristic between these two earthquakes found in this study will be valuable information in modeling earthquakes in Sumatra.
本文比较了西苏门答腊地区俯冲带地震和苏门答腊断层地震引起的形变。以具有逆冲断层机制的2019年明打威Mw6.0地震和具有走滑断层机制的2019年南索洛Mw5.4地震分别为俯冲带和苏门答腊断层的案例研究。利用12个SuGAr(苏门答腊GPS阵列)站和8个InaCORS(印度尼西亚连续运行参考站)站观测变形,采用GAMIT/GLOBK软件进行处理。这两次地震的变形矢量是不同的。明打威地震比南索洛克地震经历了更大的能量积累。明打威地震同震相在SLBU台站水平偏移最大,向S29.96W方向偏移15.48 mm,而南索洛地震使CSDH台站水平偏移5.75 mm,向S11.45E方向偏移。明打威地震的震后阶段持续了60天,比南索洛克地震(20天)要长。本研究中发现的这两次地震变形特征的差异将为苏门答腊地震模拟提供有价值的信息。
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引用次数: 1
Analisis Reduksi Spektrum Sinar Biru Berbasis Papercraft Spectrometer pada Layar Ponsel Pintar Berjenis LED 基于智能LED手机屏幕上基于Papercraft的蓝色光谱分析
Pub Date : 2022-06-15 DOI: 10.20527/flux.v19i2.12129
M. Y. Santoso, Galih Anindita, Mades Darul Khairiansyah, Joko Endrasmono, Edy Setiawan
− As we have experienced together, smartphones are now a part of everyday life. Smartphone users in Indonesia are estimated to reach 191.6 million people (70.1% of the population) in 2021. The duration of use that tends to be long will have a negative effect on the body. This is related to exposure to blue light radiation produced by smartphone screens. The use of Light Emitting Diode (LED) technology is becoming increasingly popular on smartphone screens. Although it looks white, the light emitted from the smartphone screen has a wavelength of 400 – 490 nm, which belongs to the blue light category. Two common suggestions that can be made to reduce exposure to blue light radiation are reduces unnecessarily high light levels at night and attenuates shortwave components in the spectrum. However, there are still many users who don't realize that their smartphone has a blue light filter feature. Currently, low-cost spectrometers have been developed for self-assembly, for example the papercraft spectrometer from the Public Lab. This article will focus on the analysis of blue light reduction from LED smartphone screens. There were three smartphones that were observed, i.e., one unit each with an AMOLED, OLED and Super AMOLED screen. Observations were made when the phone's built-in blue light filter feature was activated or not. The results of the spectrum analysis show that there are differences in the intensity values when the blue light filter is not activated and is activated. When the phone's built-in blue light filter is activated, the intensity generated from the screen is lower than when the filter is off. Based on the blue light intensity reduction calculation, it was found that the average reduction of the three observed smartphones ’s filter was able to reduce blue light between 52.79% - 68.78%. Smartphone with Super AMOLED screen has better blue-light spectrum reduction performance, compared with its counterparts.
-正如我们共同经历的那样,智能手机现在已经成为日常生活的一部分。到2021年,印度尼西亚的智能手机用户预计将达到1.916亿人(占人口的70.1%)。使用时间过长会对身体产生负面影响。这与暴露在智能手机屏幕产生的蓝光辐射有关。发光二极管(LED)技术在智能手机屏幕上的应用越来越普遍。虽然看起来是白色的,但智能手机屏幕发出的光的波长在400 - 490纳米之间,属于蓝光范畴。减少蓝光辐射的两个常见建议是减少夜间不必要的强光水平和减弱光谱中的短波成分。然而,仍有许多用户没有意识到他们的智能手机有蓝光滤光功能。目前,低成本的自组装光谱仪已经被开发出来,例如来自公共实验室的纸工艺光谱仪。本文将重点分析LED智能手机屏幕的蓝光减少。我们观察了三款智能手机,即AMOLED、OLED和Super AMOLED屏幕各一款。研究人员观察了手机内置的蓝光过滤功能是否被激活。光谱分析结果表明,蓝光滤光片未激活和激活时的强度值存在差异。当手机内置的蓝光滤镜被激活时,屏幕产生的强度比关闭滤镜时要低。根据蓝光强度降低计算,发现三款观察到的智能手机滤光片的平均降低幅度在52.79% - 68.78%之间。与同类产品相比,采用Super AMOLED屏幕的智能手机具有更好的蓝光频谱还原性能。
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引用次数: 2
Mapping Risk Level Based on Peak Ground Acceleration (PGA) and Earthquake Intensity Using Multievent Earthquake Data in Malang Regency, East Java, Indonesia 利用印度尼西亚东爪哇马朗县多事件地震数据绘制基于峰值地面加速度(PGA)和地震强度的风险等级图
Pub Date : 2022-03-08 DOI: 10.25077/jif.14.1.64-72.2022
U. Chasanah, E. Handoyo, Nesya Nuur Rahmawati, Masria Musfiana
This research aimed to identify the earthquake hazard, developing a peak ground acceleration (PGA) and earthquake intensity map to reduce earthquake disaster risk in Malang, East Java, Indonesia. This map is based on historical data of earthquake occurrence in 2011-2021 using the International Seismological Centre (ISC) earthquake catalog. Peak ground acceleration was analyzed using Donovan and McGuire equation, and the earthquake intensity was analyzed using the Wald equation. The result of this study represented peak ground acceleration value in Malang Regency, which was varied from 23.687 – 33.069 gal (Donovan attenuation equation) and 22.245 – 31.705 gal (McGuire attenuation equation). While based on earthquake depth, Malang Regency had a damage capacity of IV-V MMI on an intensity scale. This intensity was equivalent to the formation of cracks in the ground. Almost all residents also feel the vibrations. The most severe damage was due to the earthquake on April 10, 2021, at 14:00:16 WIB spoiled Dampit and Bantur district's public facilities. This study provides an overview of the riskiest area affected by the disasters that can be used for disaster mitigation in Malang regency.
本研究旨在识别印度尼西亚东爪哇省玛琅的地震危险性,制定峰值地面加速度(PGA)和地震烈度图,以降低地震灾害风险。这张地图是根据国际地震中心(ISC)地震目录2011-2021年地震发生的历史数据绘制的。峰值地加速度分析采用Donovan和McGuire方程,烈度分析采用Wald方程。研究结果代表了麻郎地区的峰值地加速度值,在23.687 - 33.069 gal (Donovan衰减方程)和22.245 - 31.705 gal (McGuire衰减方程)之间变化。而基于震源深度,玛琅震源震源破坏能力在烈度尺度上为4 ~ 5级MMI。这种强度相当于在地面上形成裂缝。几乎所有的居民都能感受到震动。最严重的破坏是2021年4月10日14:00:16发生的地震,Dampit和Bantur地区的公共设施遭到破坏。本研究概述了受灾害影响最危险的地区,可用于玛琅县的减灾。
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引用次数: 3
Design of Heart Rate, Oxygen Saturation, and Temperature Monitoring System for Covid-19 Patient Based on Internet of Things (IoT) 基于物联网的新冠肺炎患者心率、血氧饱和度和体温监测系统设计
Pub Date : 2022-03-07 DOI: 10.25077/jif.14.1.54-63.2022
Aldo Novaznursyah Costrada, Azizah Ghina Arifah, Inggi Dwi Putri, I. K. A. Sara Sawita, Harmadi Harmadi, M. Djamal
Instruments for measuring pulse rate, oxygen saturation, and body temperature for Covid-19 patients have been designed using the MAX30100 sensor and the Internet of Things (IoT)-based MLX90614 sensor. The MAX30100 sensor is used to measure pulse rate and oxygen saturation. A non-contact MLX90614 sensor is used to monitor body temperature, with an ultrasonic sensor used to set the maximum distance between the sensor and the object. The measurement results were transferred to the database via the ESP8266 MCU node's Wi-Fi communication line. The stored data can be accessed via a web browser. Compared to the oximeter, the MAX30100 sensor has an average error rate of 1.027% for pulse measurement and 0% for oxygen saturation. The MLX90614 sensor has a 0.42% average error rate when it was compared to the thermo-gun.Thus, the measuring device can function properly and is feasible to use. Furthermore, because there is no direct contact between the human body and the sensor, the instrument can prevent Covid-19 transmission.
使用MAX30100传感器和基于物联网(IoT)的MLX90614传感器设计了用于测量Covid-19患者脉搏率、血氧饱和度和体温的仪器。MAX30100传感器用于测量脉搏率和氧饱和度。非接触式MLX90614传感器用于监测体温,超声波传感器用于设置传感器与物体之间的最大距离。测量结果通过ESP8266单片机节点的Wi-Fi通信线路传输到数据库。存储的数据可以通过网络浏览器访问。与血氧计相比,MAX30100传感器的脉冲测量平均错误率为1.027%,氧饱和度为0%。与热枪相比,MLX90614传感器的平均错误率为0.42%。因此,测量装置可以正常工作,并且是可行的。此外,由于人体与传感器之间没有直接接触,该仪器可以防止Covid-19的传播。
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引用次数: 4
Core Reactivity Analysis during Fuel Draining Process in the Molten Salt Fast Reactor 熔盐快堆燃料排放过程堆芯反应性分析
Pub Date : 2022-03-07 DOI: 10.25077/jif.14.1.45-53.2022
Puti Berkah Azurah, D. Fitriyani, I. K. Aji
A study of the core criticality during the draining process of liquid fuel salt on Molten Salt Fast Reactor (MSFR) was done. Two accident scenario that causes the draining process were loss of freeze valve coolant and loss of secondary coolant. This study used basic design of the MSFR with the salt fuel compositions of LiF (77.5%) – ThF4 (19.985%) – 233UF4 (2.515%). The criticality calculation has been analyzed from the value of the effective multiplication factor obtained from Open MC (Monte Carlo base) calculation. The effective multiplication factor was calculated with a variation on the number of freeze valves open; 1, 8, and 16 valves. The calculation has resulted in the value of effective multiplication factor decreasing exponentially during the draining process. Results from this study could be used as basic for the future study of the accident condition in MSFR, since there are still many MSRs accident scenarios that still haven't been taken into account.
对熔盐快堆(MSFR)液体燃料盐排放过程中堆芯的临界性进行了研究。导致排放过程的两种事故情况是冷冻阀冷却液损失和二次冷却液损失。本研究使用了MSFR的基本设计,其盐燃料成分为LiF(77.5%)“ThF4(19.985%)”233UF4(2.515%)计算有效倍增因子是随着冷冻阀打开数量的变化而计算的;1、8和16个阀。计算结果表明,在排水过程中,有效倍增因子的值呈指数级下降。这项研究的结果可作为未来研究MSFR事故状况的基础,因为仍有许多MSR事故场景尚未考虑在内。
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引用次数: 0
Estimasi Intensitas Radiasi Matahari Berbasis Korelasi Angstrom di Kawasan Karst Maros TN. Bantimurung Bulusaraung 太阳辐射的强度估计是基于风特罗姆在喀斯特马罗斯地区的分布
Pub Date : 2022-03-06 DOI: 10.20527/flux.v19i1.12166
Rihan Muhammad Al Ghifari, Muhammad Arsyad, A. Susanto
{"title":"Estimasi Intensitas Radiasi Matahari Berbasis Korelasi Angstrom di Kawasan Karst Maros TN. Bantimurung Bulusaraung","authors":"Rihan Muhammad Al Ghifari, Muhammad Arsyad, A. Susanto","doi":"10.20527/flux.v19i1.12166","DOIUrl":"https://doi.org/10.20527/flux.v19i1.12166","url":null,"abstract":"","PeriodicalId":52720,"journal":{"name":"JIF Jurnal Ilmu Fisika","volume":"231 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72836340","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: 0
Pemanfaatan Metode Geolistrik Resistivitas untuk Pendugaan Kondisi Bawah Permukaan Lahan UIN Jakarta di Desa Cikuya, Solear, Tangerang 针对在Tangerang Cikuya村发现雅加达地下条件的防电性脑损伤方法
Pub Date : 2022-03-06 DOI: 10.20527/flux.v19i1.10118
Nunung Isnaini Dwiningsih, M. Nafian
{"title":"Pemanfaatan Metode Geolistrik Resistivitas untuk Pendugaan Kondisi Bawah Permukaan Lahan UIN Jakarta di Desa Cikuya, Solear, Tangerang","authors":"Nunung Isnaini Dwiningsih, M. Nafian","doi":"10.20527/flux.v19i1.10118","DOIUrl":"https://doi.org/10.20527/flux.v19i1.10118","url":null,"abstract":"","PeriodicalId":52720,"journal":{"name":"JIF Jurnal Ilmu Fisika","volume":"79 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87714584","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: 0
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JIF Jurnal Ilmu Fisika
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