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Analisis Keseragaman Citra pada Pesawat Ultrasonografi (USG) Sudarsih, Kesawa; Setia Budi, Wahyu; Suryono, Suryono
BERKALA FISIKA 2014: Berkala Fisika Vol. 17 No. 1 Tahun 2014
Publisher : BERKALA FISIKA

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Abstract

The computer base system to determine uniformity of ultrasonography image quality has been developed at various attenuation(dB) and Time Gain Compensator (TGC).The equipment used in this study was 2-dimensional ultrasonic apparatus and multi-purpose multi-tissue phantom models 040GSE. Data collection was performed by scanning the phantom using a linear transducer with a frequency of 8 MHz. The mean and standard deviation of image density of it ROI calculated used computer base system then analyzed with trendline if the image density value in the range between mean and sd  it means image uniform. The result shows that the uniformity of the image is influenced the value of attenuation and TGC. This value increase proportional with increasing attenuation. For greater value of the TGC the uniformity tends downward. At 45-60 dB  obtained distribution image uniformity sd value is 0.20 and 0.28, and at minimum up to maximum TGC  obtained distribution image uniformity sd value is 0.33 and 0.48. This value can be used for quality assurance reference of USG equipment. Keyword : USG Equipment, Uniformity, Region of Interest, Digital Image Processing
SISTEM PENDINGIN MENGGUNAKAN THERMO-ELECTRIC COOLER DENGAN KONTROLER PROPORTIONAL-INTEGRALDERIVATIVE Indrawan, Wisnu; Suryono, Suryono
BERKALA FISIKA Vol 22, No 2 (2019): Berkala Fisika Vol. 22 No. 2 Tahun 2019
Publisher : BERKALA FISIKA

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Abstract

The cooling is one of the processes can be used for various types of applications, starting from maintaining food industry products and medical products such as drugs and vaccines. The cooling process now still uses compression-based preservation technology using cooling gas. The types of cooling gas used are R134a and R600a, however the R134a contains HFCs which has been banned for used and the R600a contains HF gas which can reduce the ozone layer. The current study designed hardware and software that is applied to thermoelectric coolers(TEC), i.e. it was designed a device used for the air conditioning system using a thermoelectric cooler with a Proportional Integral Derivative (PID) controller. This system used several tools such as temperature sensors, transistor with TIP31 type, bluetooth module, fan, and ATSAM3X8E microcontroller. In this study, temperature control was carried out based on the desired set-point temperature and temperature of the sensor. From this study, it can be found that the greater value of the voltage given, the greater the value of the Pulse Wave Modulation (PWM) will be produced. The higher value of PWM, the faster the temperature decreases in the cooler. From several tests, it can be concluded that the values of proportional control parameter (Kp) of 2.55, integral control parameter (Ki) of 100 and deferential controlparameter (Kd) of 200, more stable graph is obtained and close to the set-point value, with anerror value of 2.86%.Keywords : Cooling, thermoelectric, gas, controller, temperature
Aplikasi Transduser Ultrasonik Jenis Immersion Transducer Untuk Karakteristik Media Cair Dan Pengukuran Tingkat Kekasaran Permukaan Beton Sugito, Heri; Suryono, Suryono; Layla, Diana
BERKALA FISIKA Vol 12, No 4 (2009): Berkala Fisika
Publisher : BERKALA FISIKA

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Abstract

Research of the application of ultrasonics for liquid medium characteristic and measurement of level of surface roughness of concrete have been done using immersion transducer. This purpose of research is to know characteristic some dilutions based on the atanuasi coefficients and measure surface roughness of concretes based on time of flight. In this research applied by ultrasonic transducer with frequency of 1 MHz.  At attenuation method, awakened ultrasonic signal through pulse generator and connected at transmitter transducer. Ultrasonic wave which transmitted through liquid medium will experience received finite attenuation of receiver. Media liquid which applied is oil and cooking oil. At method time-of-flight, measurement done with object scan which turned around counted 200 rotation apply motor stepper. Object which applied as component of test that is concrete. Reason of selec,choose it this specimen is to minimize attenuation so that will enlarge the bound. Transducer will transmit modulation to object through modulation transmiter and receiver. Result from scanner is presented at CRO ( Cathode Ray Oscilosco). Research result to liquid medium sample showing existence of tendency of increase of attenuation value for ex-oil- and ex-cooking oil if each compared with oil was new and new cooking oil. From measurement of level of surface roughness, obtained by is surface roughness average yield of  concrete A ( Radium of a minimum of 10%, and Ra maximum 16%), and concrete B ( Radium of a minimum of 8%, and Ra maximum 17%). This research result give hope that this method can be developed for inspection innoxious at solid and liquid medium.   keyword : Ultrasonic, attenuation coefficient, level of crudity, Time of Flight
PENGARUH GAIN TERHADAP FWHM DAN FWTM PADA CITRA B-MODE ULTRASONOGRAM (USG) Amitasari, Ria; Suryono, Suryono; Adi, Kusworo
BERKALA FISIKA 2015: Berkala Fisika Vol. 18 No. 2 Tahun 2015
Publisher : BERKALA FISIKA

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Abstract

The effect of gain to The Width at Half Maximum (FWHM) and Full Width at Tenth Maximum (FWTM) on B-mode image ultrasonogram (USG) has been investigated. The aim of this research is to determine the effect of gain on the spatial resolution according the measurements of FWHM and FWTM. The evaluated resolution type is axial and lateral. This research used phantom multipurpose multi tissue with gain (30 dB, 35 dB, 40 dB, 45 dB, 50 dB, 55 dB and 60 dB) on frequency variation source 6,2 Mhz, 8 MHz dan 10MHz. The axial and lateral resolution images were obtained by using USG which uses B-Mode imaging. The measurement was made by using digital image and calculated objectively with MATLAB. The measurement of FWHM and FWTM was obtained from IP-PSF analysis (In Plane-Point Spread Function) using approximation for the Gaussian function. The result shows that there is influence from gain on FWHM and FWTM. The decreasing gain resulted in decreasing of FWHM and FWTM. The decreasing of FWHM and FWTM represents better spatial resolution, and vice versa. Keywords: FWHM, Gain, Point Spread Function, Spatial resolution, USG,
SISTEM SENSOR NIRKABEL UNTUK MONITORING EFISIENSI PANEL SURYA Pakradiga, Ahlan; Suryono, Suryono
BERKALA FISIKA Vol 22, No 2 (2019): Berkala Fisika Vol. 22 No. 2 Tahun 2019
Publisher : BERKALA FISIKA

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Abstract

Solar panels are devices consist of several solar cells that convert light into electrical energy. In order to work optimally, a monitoring system to electrical current, voltage, and light intensity in solar cells is needed. The monitoring system can be wirelessly carried out, so that solar panels can be remotely monitored without having to go to the field. The solar panel monitoring system used a wireless sensor system that uses sensors, System on Chip (SoC) WiFi Microcontroller, and computers. The sensors used were ACS712 current sensor, voltage sensor, and BH1750 light intensity sensor module. Before it was used, the current sensor and voltage sensor should be characterized and calibrated. Data stored in the database can be processed to calculate savings on solar panels in real time using php programming, then it was transferred to the web. The characterization equation for the current sensor is y = 944.9x + 13597.0, the average error for calibrating the current sensor is 3.39%. The characterization equation for the voltage sensor is y = 471.2x – 206.2 and the average error for the voltage sensor calibration is 0.77%. Sensor calibration is obtained by an average error of 1.10%. The efficiency of solar panels at bright times is 12.49%. In this study, it has been found that the efficiency of solar panels is influenced by the intensity of sunlight.Keywords: solar panel, monitoring system, remotely, sensor, efficiency of solar panels
Implementasi Metode Dempster Shafer Analytic Hierarchy Process Untuk Pemilihan Program Studi Calon Mahasiswa Pangestika, Menur Wahyu; Nurhayati, Oky Dwi; Suryono, Suryono
JSINBIS (Jurnal Sistem Informasi Bisnis) Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1080.968 KB) | DOI: 10.21456/vol6iss1pp11-20

Abstract

Methods Dempster Shafer Analytic Hierarchy Process is used to rank or sort information based on a number of criteria. DS/AHP advantage of Pairwise Comparison, Consistency Ratio, and Dempster Rule's of Combination, which is used to generate information systems in the form of a sequence of courses as consideration for the selection of majors for prospective students. The sample used in this study were 29 students of five faculty at the University of Diponegoro. The data used is the standard minimum value of each faculty and the average value of the semester report card 1-5 Mathematics, Indonesian, English, Biology, Chemistry, and Physics. Results of this study was the software selection study program that gives students the value of trust in each department. Testing the validity of the value of the accuracy of the system is done by comparing the majors were chosen with the recommendation majors produced by the system, resulting accuracy of 79.33%.
Model Heuristic Time Invariant Fuzzy Time Series dan Regresi Untuk Prediksi Laba dan Analisis Variabel yang Mempengaruhi Admirani, Ica; Gernowo, Rachmat; Suryono, Suryono
JSINBIS (Jurnal Sistem Informasi Bisnis) Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (980.47 KB) | DOI: 10.21456/vol6iss2pp144-153

Abstract

Model of prediction with fuzzy time series method has ability to capture the pattern of past data to predict the fu ture of data does not need a complicated system, making it easier to use. The research aims to built prediction system using model of  heuristic time invariant fuzzy time series and multiple linear regression to predict profit and analysis of variables that affect profit. Profit forecasting aims to determine the company's prospects in the future in order to remain exist in doing its business. The variables that use in the modelling are profit as the dependent variable, and sales, cost of goods sold, general and administrative expenses, selling and marketing expenses and interest income as the indepent variables. Profit forecasting modelling begins by defining universe of discourse and interval actual data of profit, then determine fuzzy set and actual data fuzzified. Furthermore, fuzzy logical relationship and fuzzy logical relationships group to fuzzified data. The prediction process consist of two prediction phase there are training phase aimed to determine trend predictor and testing phase to determine prediction results. By using 24 profit data samples resulted prediction error by using Mean Absolute Percentage Error is 11,64% and added 13 data for testing obtained prediction error is 22,27%.  In analysis of variables that affect profit is known that sales variable most effect on profit than other variables with a regression coefficient 0.976.
Sistem Pendukung Keputusan Penentuan Lokasi dan Pemetaan Secara Simultan dengan OLAP Pradhana, Harindra W; Suryono, Suryono; Widodo, Achmad
JSINBIS (Jurnal Sistem Informasi Bisnis) Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (650.842 KB) | DOI: 10.21456/vol3iss2pp109-115

Abstract

This research proposes simultaneous localization and mapping (SLAM) system processed separately from the robot using data ware house. Information in the data warehouse processed separately to allow complex computation held without lowering robotic system performance. The system helps making decision by analyzing information in the data warehouse. Decision support information visualized in vector graphics to helps robotic information interpretation. This system use online analytical processing (OLAP) on processing and analyzing information in the data warehouse. Visualization process use SVG to display map from robotic data processing. Web server manages all of the processing and analysis of OLAP information and displays it through browser to the user. This research produces interactive and informative decision support system. The web server quickly process information and displays it to the browser. System processing and analysis generates relevant information with low error. For further research, conventional SLAM methods can be added to the server to operate the information in the data warehouse.
Sistem Pemungutan Suara Elektronik Menggunakan Model Poll Site E-Voting Haryati, Haryati; Adi, Kusworo; Suryono, Suryono
JSINBIS (Jurnal Sistem Informasi Bisnis) Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (3511.509 KB) | DOI: 10.21456/vol4iss1pp67-74

Abstract

General elections is a regular agenda for a democtaric state, the applied paper based voting has several drawbacks, including spoiled ballots, inaccuracy in the counting of votes and reporting of election results which tends to be slow. Therefore , it needs to develop an electronic voting system that is user friendly for Indonesian people, which will reduce confusion from the previous system changes. Electronic voting aims at increasing participation, accuracy and efficiency of election results. Electrinoc voting has its own challenges to the implementation in Indonesia, ranging from the lack of legal protection, the heterogeneous level of education, culture, soceity and the digital gaps. The model developed in this thesis is the poll site e-voting, based on the rules of General Elections Commision (KPU) as the organizer of the elections. In this model, people still go to the pools, using the ID number od ID card as a verification tool and voting at the voting booths provided. The system automatically stores the results in a database option, and after the spesified time will show both the results of the voting and other and other information required by the Commission. Voting system with a model of e-voting poll site is expected to have a good chance an a low level of risk to be applied in Indonesia.   Keywords : E-voting; Poll site; Rule based; Risk.
Pengenalan Retina Menggunakan Alihragam Gelombang Singkat dengan Pengukuran Jarak Euclidean Ternormalisasi Wijayanti, Aris; Suryono, Suryono
JSINBIS (Jurnal Sistem Informasi Bisnis) Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (907.837 KB) | DOI: 10.21456/vol4iss2pp116-120

Abstract

Identification of a retinal biometric identification methods with low error rate due to the unique patterns in the retina of blood vessels behind the retina. These patterns can be used as training data for the recognition system is then used for comparison when the identification is done. This study aims to identify the image of the human eye retina, either the left or right side, using image processing techniques and measuring the normalized Euclidean distance. So far, research on biometric systems, particularly with the object of the eye's retina, the eye is done at the owner from the owner's eyes with diverse backgrounds, such as the Messidor database. In this study created a system that can recognize the retinal image using the transformation Haar short waves by measuring the normalized Euclidean distance. Retinal image will be the initial pretreatment process of changing the original image into a gray image, which is then performed using the Haar wavelet feature extraction to obtain the energy that will be used for the normalization of the Euclidean distance, so that the process of recognition by Euclidean values ​​are compared. Testing is done using eye retinal image database taken from Messidor many as 100 of the 300 images taken at random were then stored in a database, the database is one of 100 images stored, the database of 100 images stored 2, and 3 as many as 100 images database stored. Of the best database testing should be done as much as 6 levels of decomposition levels. From the test results have identified the recognition accuracy rate of up to 98%. The greatest degree of familiarity is level 1 that is equal to 98%. Followed usage by 80% level 2, level 3 is 59%, level 4 is 47%, level 5 is 45% and the lowest is the last level 6 that is equal to 37%.   Keywords: Retinal image; Database; Euclidean normalized; Haar Wavelet
Co-Authors A'yun, Ana Qurrota A.A. Ketut Agung Cahyawan W Abd. Rasyid Syamsuri Abdul Latif Mahakar Abdul Qodir Abdul Qodir Achmad Widodo Addion Nizori Adi Priyo Wicaksono, Adi Priyo Adi Santosa Adi Santoso Adi Wahyu Romariardi Adi Wisaksono Afriani Afriani Agung Nugroho Setiawan Agung Wibowo Agus Indarjo Agus Pahrudin Agus Suyanto Agus Syafrudin Agusalim, Imam Dui Ahmad Firyal Adila Ahmad Rayyis Ahmad Syaify, Ahmad Ain, Rahmayani Kurnia Ainun Jariyah Aisyi, Nur Rahaddatul Aji, Achmad Fahrul Aldo Rizqi Arinianzah Algopeng, Zozi Ali Djunaedi Ali Ridlo Ambariyanto Ambariyanto Ambariyanto Ambariyanto Amda, Ahmad Dibul Amien, Muhammad I. Amien, Muhammad Irsyad Aminuddin Rizal, Aminuddin Anang Budikarso, Anang Andika Bagus Setiawan, Andika Bagus Andri Wahyu Septo Putra Anggi Rahmadani Kusumaningtyas Anggoro, Muhammad Faisal Anifatur Nurjannah, Anifatur Antonius Budi Susanto Arbiyanti, Yossi Norma Arbiyanti, Yossi Norma Ardiati Widya Wandira Ari Anshori, Ari Arihanda, Dea Davita Putri Arik Sofan Tohir Aris Dwi Cahyono, Aris Dwi Aris Prasetyo Aris Puji Widodo Aris Wijayanti Arman Jaya Artha Rochmanto, Raditya Aryaningrum, Ida Asfan Muqtadir Asmudrono, Rani Karenina Asy'arie, Musa Aziz, Ayu Munawaroh Baliyan I, Baliyan Bambang Irawan Bambang Yulianto Bayu Aji Pratama Bayu Kreshna Adhitya Sumarto Bayu Surarso Budi Setiawan Candra Dewi, Riskha Dora Cantik Sitta Devayani Choirul Anam AM Diponegoro Chrisna Adhi Suryono Dacing, Fitria Azis Dadi Dadi Danastri, Arifia Anindita Dea Davita Putri Arihanda Delianis Pringgenis Denny Nugroho Sugianto Destalino Destalino Dhidik Prastiyanto Diah Permata Wijayanti Diah Permata, Wijayanti Diana Layla Dimas Putra Anugrah, Dimas Putra Djoko Widodo Dodik S. Wicaksono Dwi Puji Adiana, Dwi Puji Dyah Wijaya Edi Fahrur Rozy Edi Wibowo Edi Wibowo Kushartono Edy Suharto Eko Supraptono Emi Agustina, Emi Endah Setiyaningrum Endang Sri Susilo Endang Supriyantini Endro Wahjono, Endro Eny Supryhatun Erni Setyowati Ervia Yudiati Fahrul Aji, Achmad Farid Dwi Murdianto Farohi, Ima fatimah Fatimah Ferdiansyah, Hendra Irawan Ferdiansyah, Indra Fitro, Achmad Frida Fallo Frijona Fabiola Lokollo Gatot Murti Wibowo, Gatot Murti Gatot Yulianto Gentur Handoyo Gigih Budhiawan Gunawan Widi Santosa Gurning, Lestari Febriant Pitaloka Guspianto Guspianto Habibi, Muhammad Nizar Hadi Endrawati Hadiyati, Titi Handoko, Adelia Handung, Nuryadi Harindra W Pradhana, Harindra W Harindra Wisnu Pradhana Hartanto, Rico Sigit Haryati Haryati Hendra Irawan Ferdiansyah Heri Sugito Hibatullah, Muhammad Naufal Hidayah, Yayuk Hidayat, Muhammad RF. Hidayat, Muhammad Rijal Fahrudin Hidayati, Ratna Humairoh Ratu Ayu I Ketut Suada Ibnu Pratikto Ibnu Pratikto Ibnu Pratikto Ibnu, Pratikto Ica Admirani, Ica Ilham Ilham Indhana Sudiharto Indraswari, Tutri Indrawan, Wisnu Innida, Lutfia Lu'lu' Irianto Irianto Irwani Irwani Islam, Anastasya Devi Septanovia Isnaini Isnaini Istiqomah, Titis Iswanti, Iswanti Ita Riniatsih Ivan Nurizal Sakti Izah, Luluk Lailatul Jatmiko Endro Suseno Jauhar Firdaus Jauhari Syamsiyah Jaya Putra Jahidin Jeffri Ardiyanto Joko Winarno Juniyanto, Dimas Justin Cullen Kartika Sari Dewi Kartika, Vinda Setya Karyadi Karyadi Kathan Joy Abelino Kesawa Sudarsih Kharis, Muhamad Koderi Kurniawan, Riko Kusworo Adi La Nina Gunaswara Samudera Lahengko, Diana S. Laili, Zuhrotul Laksmi Indreswari Lestari Febriant Pitaloka Gurning Lestiyadi, Ayu Puspa Limaran, Ken Lismaya, Elin Lucky Pradigta Setiya Raharja luluk, luluk susiloningtyas M.Pd S.T. S.Pd. I Gde Wawan Sudatha . Mahakar, Abdul Latif Mahda Veronika Marhaeny, Annisa Maria Ulfa Ramadhanty Melo, Gabriella Imanuella Melyana Nurul Widyawati Mengko, Allfia Esterlita Menur Wahyu Pangestika, Menur Wahyu Meti Fatimah Mohamad Nadhif, Mohamad Muh. Yusuf Muhamad Ravian Wiraputra Muhamad Rizky Mauludin Muhamat Rajab, Nur Echsan Muhammad Adhim Widiyo Putera Muhammad Anwar Muhammad Arif Prasetyo Muhammad Arsyad Suyuti Muhammad Aviv Arsya Irnantyanto Muhammad Ridwan Muhammad Ridwan Muhammad Zainuri Mukh Nursikin, Mukh Munandar, Septian Aris Munasik Munasik Mustafid Mustafid Muthoifin Naesilla, Naesilla Nanang Sulaksono Nasronudin Nasronudin Nasrul Nasrul Naswir, Muhammad Netty Nurdiyani, Netty Ngatmin Niharul Annas Nirwani Soenardjo Noferdiman Noferdiman Nourobby Aulada, Nourobby Novie Ayub Windarko Nugraha, Syechu Dwitya Nur Taufiq Nur Taufiq SPJ Nur Taufiq-SPJ Nur Taufiq-Spj Nuruwildani, Nuruwildani Oky Dwi Nurhayati Oky Yuripa Pradana Oky Yuripa Pradana Olfa Mega P, M. Cahyo Ardi P. H, Aditya Pakradiga, Ahlan Panjaitan, Kristina Venza Permadi, Bambang Pipiet Wulandari Pradhika, Vicky Dimas Pramesti, Aprilia Dian Prayogi Prayogi Primaswatantri Permata Pritama, Muhammad Fauzi Adityawan Pujianto, Pangestu Eko Purwatmoko, Hariadi Putera, Muhammad Adhim Widiyo Putri Permatasari, Putri Putri, Fanny Adinda Putri, Ni Putu Purba Nava Vidyadhari Rachma Prilian Eviningsih, Rachma Prilian Rachmat Gernowo Raden Ario Raden Ario Raden Mohamad Herdian Bhakti Radini Sinta, Radini Ragil Saputra Rahmat Gernowo Rakhmat Syaefullah Rakhmawati, Renny Rama, Bayu Ramadhan, Hazbina F. Ramadhan, Hazbina Fauqi Ramadhanty, Maria Ulfa Ratna Dwi Meilani, Ratna Dwi Ratna Kurniawati Rayyis, Ahmad Retno Handayani Retno Hartati Retno Kusumaningrum Ria Amitasari Ria Azizah Ria Azizah Ria Azizah Tri Nuraini Rieneke L Sela, Rieneke L Rinda Nurul Karimah, Rinda Nurul Rini Pramesti Rizky Erdana Rochmanto, Raditya Artha Rohmawati Bareta, Ainun Rotua Malau Rudhi Pri, Rudhi Rudhi Pribadi Rusdi, Muh Rusli, Muhammad Rizani Safira Aisha Putri Salsabila, Sahda Samsudin PJ, Nur Taufiq Samudera, La Nina Gunaswara Sangkertadi Sangkertadi Sapja Anantanyu, Sapja Saputra, Antonius D. Saputra, Antonius Dwi Sari, Shela Puspita Sarwati, Dhea Erika Satriyo Adhy Septiani, Mita Eka Setia, Bagus Setya Kartika, Vinda Setyaningsih, Erni SETYANINGSIH, NANIK Setyawati, Rohmah Cahya Eka Sheilla Rachmania, Sheilla Sihono Sihono Silvia Mawarti Perdana Siti Patimah Sofiana, Kristianingrum Dian Sonny Tilaar Sri Astuti Sri Huning Anwariningsih Sri Kusumastuti, Sri Sri Pramestri Lastianny, Sri Pramestri SRI RAHAYU Sri Redjeki Sri Sedjati Sri Sukamta Su'indayah, Siti Subagiyo Subagiyo Subiakto, Achmad Yusuf Sudadi Sudadi Sugeng Purbawanto Sugeng Widada Suharyanto, Hendik Eko Hadi Sulistyo Warjono, Sulistyo Sumariyah Sumariyah Sumarno . Sunaryo Sunaryo Sundjoto, Sundjoto Supriyanto Supriyanto Supriyati . Suratno Suratno Susiloningtyas, Luluk Sutama Sutarto Sutarto Sutedjo Sutedjo Suwarto Suwarto Syafrimen Syafril syahid Syahid, syahid Syahrial V. Canavaro Syahrial Varrel Canavaro Syahrial Varrel Canavaro Syamsul Ma’arif, Rizal Tatyantoro Andrasto Tiara Anggita Tiara Anggita Tiara Anggita Tohari, Achmad I. Tohari, Achmad Ilham Toifah, Umi Tri Saputra, Tri Tri Siwi Nugrahani Triana, Harry Tumingan Tumingan, Tumingan Valentino, Nico Veronica A Kumurur, Veronica A Vicky Dimas Pradhika Vincensius Gunawan S.K. Wahyu Febrianto Wahyu Setia Budi Wahyu Sulistiyo Wandira, Ardiati Widya Wibowo Edi Widianingsih Widianingsih Widihastuti, Rahma Ari Widiyanto Widiyanto Widiyanto Widodo, Nabila Azzahro Widyatmani Sih Dewi Wijaya, Dyah Wijayanti, Puspaneka Wilis Ari Setyati Winda Sari Wiraputra, Muhamad Ravian Wirsuyana, Gede Patrianaya Margayasa Yofi, Yofi Yovita Noor Hidayah Yumarni, Ani Yuningtyastuti, Gita Surya Yuningtyastuti, Gita Surya Zaenab, Zahrina Isnandia Zaenal Arifin Zeho , Fannidya Hamdani Zeho, Fannidya Hamdani