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Live to learn: learning rules-based artificial neural network Aseel Shakir I. Hilaiwah; Hanan Abed Alwally Abed Allah; Basim Akhudir Abbas; Tole Sutikno
Indonesian Journal of Electrical Engineering and Computer Science Vol 21, No 1: January 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v21.i1.pp558-565

Abstract

An extensive review of the artificial neural network (ANN) is presented in this paper. Previous studies review the artificial neural network (ANN) based on the approaches (algorithms) used or based on the types of the artificial neural network (ANN). The presented paper reviews the ANN based on the goal of the ANN (methods, and layers), which become the main objective of this paper. As a famous artificial intelligent model, ANN mimics the human nervous system in handling the information transmited by different nodes (also known as neurons) in this model. These nodes are stacked in layers and work collectively to bring about solution to complex problems. Numerous structures exist for ANN and each of these structures is designed to addressa a specific task. Basically, the ANN architecture is comprised of 3 different layers wherein the first layer rpresents the input layer that consist of several input nodes that represent the input parameterfor the model. The hidden layer is te second layer and consists of a hidden layer of neurons. The neurons in this layer are directly connected to the neurons in the output layer. The third layer is the output layer which is the models’ response layer. The output layer neurons have the activation functions for the calculation of the ANN final output. The connection between the nodes in the ANN model is mediated by synaptic weights. This paper is a comprehensive study of ANN models and their layers.
Distribution of attempted leader with monsoon seasons and negative cloud-to-ground flashes in Melaka, Malaysia Nur Asyiqin Isa; Zikri Abadi Baharudin; Hidayat Zainuddin; Tole Sutikno; Maslan Zainon; Ahmad Aizan Zulkefle
Indonesian Journal of Electrical Engineering and Computer Science Vol 23, No 3: September 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v23.i3.pp1324-1330

Abstract

Ninety (90) waveforms recognized as attempted leader were identified with both positive (84 events) and negative (6 events) initial polarity observed from four consecutive years of data (N=10,206). The positive attempted leader shows no correlation with the number of thunderstorms producing it during monsoon. Meanwhile, the negative attempted leader during monsoon and both polarity of attempted leader (positive and negative) during inter-monsoon shows positive correlation with the number of thunderstorms producing it. In this study, the yearly statistical distribution of negative cloud-to-ground (CG) lightning flashes which were classified as positive preliminary breakdown pulses (214 events) and negative preliminary breakdown pulses (4982 events) in accordance of their preliminary polarity were also presented. In addition, there is no relationship of attempted leader and the initial breakdown of negative ground flash since both mechanisms performed as a negative correlation.
Performance evaluation of space time trellis coded MIMO for mobile communications Gebrehiwet Gebrekrstos Lema; Teklehaymanot Baweke Reda; Dawit Hailu; Tole Sutikno
Indonesian Journal of Electrical Engineering and Computer Science Vol 15, No 3: September 2019
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v15.i3.pp1501-1508

Abstract

The major enemy of wireless communication is multipath fading that highly degrades the received signal. Spatial diversity highly reduces deep fades of the wireless communication. Higher signal to noise ratio (SNR) requirement can be reduced by using space time coding. In this paper, the error performance of un-coded MIMO, different diversity combing methods, space time block codes and space time trellis codes are analyzed using different parameters including number of antennas, M-array modulations, trace criteria, rank and determinant. The simulation results have shown that the Bit Error Rate (BER) significantly reduces with increasing number of receiver antennas. However, the number of antennas that a mobile device can have is limited by its size and this is inconvenient for mobile communication. Hence, this paper suggests space time codes to mitigate multipath problems in mobile communication. So, BER performance of space time block codes scheme was evaluated by varying the number of transmitter and receiver antennas along with varying M-array PSK modulation orders. The results have shown that better BER is possible by integrating space time codes with spatial diversity. Finally, the error performance of space time trellis codes was evaluated by using trace, rank and determinant, and the simulation results depicted that better error performance is achieved using the proposed multipath reduction method.
Application of the Jaya algorithm to solve the optimal reliability allocation for reduction oxygen supply system of a spacecraft Saad Abbas Abed; Mohammad Aljanabi; Noor Hayder Abdul Ameer; Mohd Arfian Ismail; Shahreen Kasim; Rohayanti Hassan; Tole Sutikno
Indonesian Journal of Electrical Engineering and Computer Science Vol 24, No 2: November 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v24.i2.pp1202-1211

Abstract

In this paper the reliability of reduction oxygen supply system (ROSS) of a spacecraft which was calculated as a complex system using minimal cut method. The reliability of each component of system was calculated as well as the reliability importance of the system. The cost of each component of the system was possible approaches of the allocation values of reliability based the minimization of the overall cost in this system. The advantage of this algorithm can be used to allocate the optimization of reliability for simple or complex system. This optimization is achieved using the Jaya algorithm. The proposed technique is based on the notion that a conclusion reached on a particular problem should pass near the best results and avoid the worst outcomes. The original findings of this paper are: i) the system used in this paper is a spacecraft’s reduced oxygen supply system with the logarithmic cost function; and ii) the results obtained were by using the Jaya algorithm to solve specific system reliability optimization problems.
High efficiency Doherty power amplifier based on asymmetrical matching network Mussa Mabrok; Zahriladha Zakaria; Tole Sutikno
Indonesian Journal of Electrical Engineering and Computer Science Vol 23, No 2: August 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v23.i2.pp910-917

Abstract

Doherty power amplifier (DPA) with high efficiency at the output power back off is highly demanded for modern wireless communication systems to achieve high data rates and reduce the power consumption and operation costs. This paper presents a new design strategy for enhancing DPA’s back-off efficiency. New design strategy called asymmetrical matching network is used to achieve asymmetric operation, which helps to compensate for the low power delivered by the peaking stage in the conventional DPA. The simulation results showed an enhancement in the back-off efficiency, where the proposed design is able toachieve 46-52% drain efficiency at 8 dB output power back-off while maintains high efficiency of 73-80 % at saturation over the designed bandwidth of 3.4-3.6 GHz. The proposed design is suitable for high efficiency sub-6 GHz fifth-generation wireless applications. 
Review of Dynamic Voltage Restorer Application for Compensation of Voltage Harmonics in Power Systems Mahmoud Zadehbagheri; Rahim Ildarabadi; Majid Baghaei Nejad; Tole Sutikno
Indonesian Journal of Electrical Engineering and Computer Science Vol 5, No 1: January 2017
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v5.i1.pp58-71

Abstract

Power distribution networks are considered the main link between power industry and consumers and they are exposed to public judgment and evaluation more than any other section. Thus, it is essential to study power quality in distribution section. On the other hand, power distribution networks have always been exposed to traditional factors such as  voltage sag, voltage swell, harmonics and capacitor switching which destruct sinusoidal waveforms and decrease power quality as well as network reliability. One of the methods by which power quality problems might be addressed is to apply power electronic devices in the form of custom power devices. One of such devices is Dynamic Voltage Restorer (DVR) which is connected in series to distribution networks. At the same time, through injection of voltage to the network it is able to control voltage amplitude and phase. It is  adopted lend to compensate for voltage sags through injecting series and synchronous three phase voltage. This paper reviews on the application of DVR for Voltage Compensation in recent years and gives sets of information for each control of the DVR in distribution networks.
Microwave Planar Sensor for Permittivity Determination of Dielectric Materials Rammah Alahnomi; Natasha Binti Abd Hamid; Zahriladha Zakaria; Tole Sutikno; Amyrul Azuan Mohd Bahar
Indonesian Journal of Electrical Engineering and Computer Science Vol 11, No 1: July 2018
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v11.i1.pp362-371

Abstract

This paper presents a single port rectangular ring resonator sensor for material characterizations. The proposed sensor is designed at operating resonance frequency of 4 GHz. The sensor consists of micro-strip transmission line and ring resonator with applying the enhancement method to the coupling gaps. The using of enhancement method is to improve the return loss of the sensor and sensitivity in terms of Q-factor, respectively. Furthermore, the proposed sensor is designed and fabricated on Roger 5880 substrate. Standard materials with known permittivity have been used in order to validate the sensor’s sensitivity. Based on the results, the percentage of error for the proposed rectangular sensor is 0.2% to 8%. It can be demonstrated that the proposed sensor will be useful for various applications such as medicine, bio-sensing and food industry.
Video steganography using 3D distance calculator based on YCbCr color components Esraa Jaffar Baker; Adil Abbas Majeed; Sundos Abdulameer Alazawi; Shahreen Kasim; Rohayanti Hassan; Noor Hidayah Zakaria; Tole Sutikno
Indonesian Journal of Electrical Engineering and Computer Science Vol 24, No 2: November 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v24.i2.pp831-842

Abstract

Steganography techniques have taken a major role in the development in the field of transferring multimedia contents and communications. Therefore, field of steganography become interested as the need for security increased significantly. Steganography is a technique to hide information within cover media so that this media does not change significantly. Steganography process in a video is to hide the information from the intruder and prevent him access to that hidden information. This paper presents the algorithm of steganography in the video frames. The proposed algorithm selected the best frames to hide the message in video using 3D distance equation to increasing difficulty onto the intruder to detect and guess the location of the message in the video frames. As well as selected the best frames in this algorithm increased the difficulty and give us the best stego-video quality using structural similarity (SSIM). Also, the hash function was used to generate random positions to hide the message in the lines of video frames. The proposed algorithm evaluated with mean squared error (MSE), peak signalto-noise ratio (PSNR) and SSIM measurement. The results were acceptable and shows that is the difficulty of distinguishing the hidden message in stego-video with the human eye.
Modernisation of DC-DC converter topologies for solar energy harvesting applications: A review Tole Sutikno; Hendril Satrian Purnama; Rizky Ajie Aprilianto; Awang Jusoh; Nuryono Satya Widodo; Budi Santosa
Indonesian Journal of Electrical Engineering and Computer Science Vol 28, No 3: December 2022
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v28.i3.pp1845-1872

Abstract

Solar photovoltaic (PV) power generation has become increasingly important as a renewable source of energy due to the many benefits it offers. These benefits include the ease with which it can be allocated; the absence of noise; the longer life; the absence of pollution; the shorter amount of time required for installation; the high mobility and portability of its parts; and the capability of its output power to meet peak load requirements. DC-DC converters are typically incorporated into solar energy harvesting systems because they allow for the more efficient exploitation of solar cells. One of the difficulties is in the selection of a suitable converter since this has an effect on the operation of the PV system. This study discusses the modernisation of several different DC-DC converter topologies for solar energy harvesting systems. Some of these topologies are boost, buck-boost, single-ended primary-inductance converter (SEPIC), Cuk, and flyback. The topologies have been compared so that detailed information on the complexity of the hardware, the cost of implementation, the efficiency of the energy transfer elements, the tracking efficiency, and the efficiency of the converters can be provided. This paper will be useful as a handy reference in choosing the best converter topology for solar energy harvesting applications.
A new method of virtual direct torque control of doubly fed induction generator for grid connection Mahmoud Zadehbagheri; Tole Sutikno; Mohammad Javad Kiani
International Journal of Electrical and Computer Engineering (IJECE) Vol 13, No 1: February 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v13i1.pp1201-1214

Abstract

Over the past few years, due to the shortage of fossil fuels and their unwanted environmental impacts, the use of renewable energy has vastly increased. Among them is wind power, which has been at the center of attention as one of the most important renewable energies. Many studies have been conducted regarding wind farms with variable speeds. Among these, the doubly fed induction generator (DFIG) has been of utmost importance due to its capability of separately controlling the active and reactive power, reducing the nominal converter capacity, maintaining constant variable speed frequency, and improving quality. The goal of this study is to control the synchronizing and network connection to the DFIG such that when connected to the network, no pulse is seen in the torque, rotor current, or stator. The method used in this study is known as virtual torque, which is derived from direct torque control, but instead of an electromagnetic torque, we use a virtual one. To implement this method, it is only required to measure the network voltage, current, and rotor position, and changing the control algorithm from synchronizing to grid connection only includes some changes in the flux references and torque, and calculating the electromagnetic torque instead of the virtual one.
Co-Authors A. Al-Ahmar, Mahmoud A. Jidin A. Kavitha A. R. Abdullah A. R. Othman A. Rahim Abdullah A. Shaltout, Adel A.R Abdullah AB Ghani, Mohd Ruddin Ab Shukor, Syahar Azalia Abas, Norafizah Abdalla, Abdi T. Abdel-Rahim, Naser Abdelhak Lekbir Abdul Azis Abdul Azis Abdul Fadlil Abdul Fadlil Abdul Halim Mohd Yatim Abdul Kayum Mohammad Zakir Hossain Abdul Qaiyum Mohd Shariff Abdul Rahim Abdullah Abdul Sahli Fakharudin Abdul-Hakeem Mohammed Dobi Abdul-Malik H. Y. Saad Abdul-Malik H. Y. Saad Abdulhamid Usman Mutawakkil Abdullah, Nurfaezah Aborisade, Olaniyi Dada Abu Zaharin Ahmad Abu Zaharin Ahmad Abu Zaharin Ahmad Achmad Ridwan Adel M. Alharbi Adeline Lukar Herlino Adil Abbas Majeed Ado, Muhammad Agus Susila Aher, Ankush Babaji Ahlusi Sunnah Ahmad Aizan Zulkefle Ahmad Faiz Noor Azam Ahmad Firdaus Ahmad Firdaus Ahmad Firdaus Zainal Abidin Ahmad Heryanto Ahmad Heryanto, Ahmad Ahmad Hoirul Basori Ahmad Idil Abdul Rahman Ahmad Izzuddin, Tarmizi Ahmad Raditya Cahya Baswara Ahmad Ridwan Ahmad Saudi Samosir Ahmad Sobri Muda Ahmad Yusup Ahmad, Laksana Talenta Ahmed Hussein Ali Ahmed Hussein Ali Ahmed Hussein Ali Ahmed Hussein Ali Ahmed Ismail Abu-Khadrah Ahmed Ismail Abu-Khadrah Aihsan, Muhammad Zaid Aiman Zakwan Jidin Aiman Zakwan Jidin Aiman Zakwan Jidin Aiman Zakwan Jidin Aiman Zakwan Jidin Ajami, Ali Akawee, Mostafa Mahmood Akor, Titus Terwase Alavandar, Srinivasan Aleksandr Skamyin Aleksandr Skamyin Aleksey Belsky Alexandra Kopteva Alhegazi, Ammar Ali Monadi Ali Monadi Ali Saleh Aziz Ali, Ahmed Hussein Alias Khamis Alias Khamis Alias, Azrita Alireza Abbasi Aljanabi, Mohammad Alwi Ismail Ammar Alhegazi Amyrul Azuan Mohd Bahar Amyrul Azuan Mohd Bahar Amyrul Azuan Mohd Bahar Anbaran, Sajjad Abdollahzadeh Andhy Fathurrakhman Andi Martanto Andreeva, Iuliia Anggit Pamungkas Anis Farihan Mat Raffei Anis Farihan Mat Raffei Antar Shaddad H. Abdul-Qawy Anthonius Onsik, Leonard Anton Yudhana Anyaka, Boniface Onyemaechi Arda Yunianta Ardani, Mohd Ibthisham Ardi Pujianta Ardi Pujianta Ardiansyah ARDIANSYAH ARDIANSYAH Aree Wangsupphaphol Aree Wangsupphaphol Arsadiando, Watra Asa Ismia Bunga Aisyahrani Asadollahi, Hossein Aseel Shakir I. Hilaiwah Ashraf Bani Ahmad Ashraf Osman Ibrahim Assogba, Kokou Marc Astika AyuningTyas, Astika Atikah Razi Auzani Bin Jidin Auzani Jidin Auzani Jidin Auzani Jidin Auzani Jidin Auzani Jidin Auzani Jidin Auzani Jidin Auzani Jidin Auzani Jidin Awang Bin Jusoh Awang Jusoh Awang Jusoh Awang Jusoh Awang Jusoh Ayob, Shahrin Md Ayob, Shahrin Md. Ayoob A. Yoob Ayop, Razman Ayu Intansari Dewi Azhar Bin Khairuddin Azhari, Ahmad Aziz, Mohd Junaidi Abdul Aziz, Mohd Junaidi Bin Abdul Azma Putra Azmi, Azralmukmin Azralmukmin Azmi Azrita Alias Azziddin M. Razali Azziddin M. Razali Azziddin M. Razali Bahgat, Bahgat Hafez Baqrafi Aswida Yomahudaya Barmoudeh, Farid Basavarajan, Siddesh Kondapur Basavarajappa, Lavakumar Tavane Basilah Ismail Basim Akhudir Abbas Basim Jamil Ali Baswara, Ahmad Raditya Cahya Bazilah Ismail Bazilah Ismail Belsky, Aleksey Beni Purnomo Bousrout, Abdelmouttalib Budi Santosa Budiman, Dheni Apriantsani Busthomi, Iqbal Chibuike Peter Ohanu Chin Kim Gan Cholid Wahyudin, Widya Chris Satterlee Clive Lai Yi Cheng Danakorn Nincarean Danakorn Nincarean Eh Phon Danakorn Nincarean Eh Phon Darshni M. Shukla Daud, Noor Dzulaikha Dawit Hadush Hailu Dawit Hailu Dawit Hailu Defri Rahmad Susanto Deo Roseno Deris Stiawan Desa, Mohd Khairunaz Mat Deswanto, Kiki Dhouib, Saima Dhouib, Souhail Didi Siprian Dizaj, Mehran Hosseinzadeh Dobush, Iuliia Dodi Garinto Donna Setiawati Dwi Puriyanto, Riky Eg Su, Goh Ejiogu, Emenike Eko Prasetyo Elhay, Enas A. Elkholy, Mahmoud M. Esraa Jaffar Baker F. Azhar F. N. Hanafi Fadlil Fadlil, Fadlil Fahmi Fardiyan Arief Faiz Noor Azam, Ahmad Fani Sulaima, Mohamad Faqih Ubaidillah, Moh Ainur Farel Kiki, Manhougbé Probus Aymard Farid Zamani Che Rose Farid Zamani Che Rose Farina Sulaiman Farizuwana Akma Zulkifle Fathurrahman, Haris Imam Karim Fawaz Ahmed Ali Alwesabi Fazlli Patkar Fernando, Rizki Feyisa, Negasa Muleta Firdaus Ramli G.R. Arab Markadeh Gan Chin Kim Gebrehiwet Gebrekrstos Lema Gebrehiwot, Mogos Hailemikal Gebremichael T. Tesfamariam Gebreslasie, Samrawit Legesse Ghazali, Rozaimi Glukhanich, Dmitry Goh Eg Su Goh Wee Yen Goh Wee Yen Goli Arji Gralo Yopa Rahmat Pratama H. Sariera Hafidz, Beddu Hagos, Haftom Aregawi Haider Mohammed Turki Al-Hilfi Haider Mohammed Turki Alhilfi Hanan Abed Alwally Abed Allah Hardhianto, R. Sumantri Hariri, Muhammad Hafeez Mohamed Harki Apri Yanto Harris Semendawai Hartono, Susilo Hasan, Raed Abdulkareem Haslinah Mohd Nasir Hatta Jopri, Mohd Hayder, Russul Hendril Satrian Purnama Hendril Satrian Purnama Hendril Satrian Purnama Hendril Satrian Purnama Herman Yuliansyah Herman Yuliansyah Herry Setyo Nugroho Hidayat Zainuddin Hind Raad Ibraheem Hisham Haider Hishammuddin Asmuni Husen, Rahmawati Hussein Alsariera Hussien Ali, Ahmed Huzainirah Ismail Huzainirah Ismail I. D. Saiful Bahri Ibdal, Ibdal Ibnyaich, Saida Ibrahim Alhamrouni Ibrahim Alhamrouni Ibrahim Alhamrouni Ibrahim Alhamrouni Ibrahim Alhamrouni Ibrahim Alhamrouni Ibrahim Alhamrouni Ibrahim M. Alsofyani Ibrahim Mohd Alsofyani Ibrahim Mohd Alsofyani Ibrahim Mohd. Alsofyani Iftikhar Abid Ikhwal, Ikhwal Imam Much Ibnu Subroto Imam Riadi Indah Soesanti Isa S. Qamber Islam, Muhammad Gul E. Isro Dwian Yunandha Iswanjono Iswanjono Iswanjono Iswanjono Iuliia Dobush Izzeldin I Mohd Izzeldin. I. Ibrahim Izzeldin. I. Mohd J. Too J.L. Febin Daya Jamaludin, Mohd Nasrul Izzani Jamil Abedalrahim Jamil Alsayaydeh Jamila H. Saud Jammy Ramesh Rahul Jano Zanariah Jano, Zanariah Javadian, Abdolmajid Jekson Alfahri Jenn Hwa Wong Jidin, Aiman Zakwan Jidin, Auzani Jidin, Auzani Jingwei Too Johanna Binti Ahmad John Arthur Jupin Joko Purwanto Joko Purwono Joni Welman Simatupang Jurifa Lazi Jurifa Mat Lazi Juzaila Abd Latif, Mohd Kadhim Hamzah Chalok Kai Yuen, Simon Chong Kareem, Morenikeji Kabirat Karim, Kasrul Abdul Kartika Firdausy Kasrul Abdul Karim Kasrul Abdul Karim Kasrul Abdul Karim Katappa, Sudharashan Mungasavalli Kenneth Chinonso Odo Kevin Adrianto Nugraha Khabba, Asma Khairi Abdul Rahim, Muhd Khairi Rahim Kharrat, Aïda Khasanah, Sovy Nur Khoirunnisa, Evi Kia Jahanbin Kirill Lobko L. Logan Raj Lemma, Berhanu Deggefa Lestiana, Leila Li-yi Chin Liaw Geok Pheng Lilbilad, Walid Mufid Lilik J. Awalin Lina Handayani Lina Handayani Logan Raj Lourdes Victor Raj Lotfi, Hossein Low Wen Yao Lukar Herlino, Adeline Luke Uwakwe Omeje Luqman bin Mohd Jamil, Mohd Luthfiyyatun Mardiyah M Manap M. Azri M. Badril Nor Shah M. Faiz Habban M. Ghanbari M. H Jopri M. Hatta Jopri M. Iskandar M. Khairi Rahim M. Najafi Khoshrodi M. R. Bin Hamzah M. Rahimi Yusoff M. Riza Ferdiansyah M. S. Ahmad M. Zharif Rifqi Zuber Ahmadi M.H. Jopri M.R. Tamjis Maan Nawaf Abbod Maaspaliza Azri Mabrok, Mussa Machineni Sanjeevappa Sujatha Madueme, Theophilu Chukwudolue Mahmood Ghanbari Mahmoud Zadehbagheri Mahmoud Zadehbagheri Mahmoud Zadehbagheri Mahmoud Zadehbagheri Mahmoud Zadehbagheri Mahmoud Zadehbagheri Mahmoud Zadehbagheri Mahmoud Zadehbbagheri Majid Baghaei Nejad Majid Baghaei Nejad Makbul Anwari Makmur Makmur Manap, Mustafa Martial Ahouandjinou, Sèmèvo Arnaud Roland Marwan M. Obeidat Maryam Naghavi Maslan Zainon Mat Ibrahim, Masrullizam Mazree Ibrahim Mazri, Tomader MD Hairul Talib Md Isa, Ida Syafiza Md Nazri Othman Md Shahrum, Muhammad Nur Ikhwan Md Tahir, Zuraidi Md.Nazri Othman Mehdi Dadkhah Mehdi Dadkhah Mehdi Dadkhah Mehdi Dadkhah Mehrdad Pishavaie Meysam Yousefi Milad Asadi Mochammad Facta Mohamad Aqil Mohd Fuad Mohamad Aqil Mohd Fuad Mohamad Fani Sulaima Mohamad Fani Sulaima Mohamad Hamka Bin Saiful Mohamad M Almelian Mohamad Milood Almelian Mohamad Milood Almelian Mohamad Nazib Adon Mohamad Shukor Abdul Rahim Mohamed A Omran Mohamed A. Omran Mohamed Asghaiyer Omran Mohamed Habibi Mohamed Hariri, Muhammad Hafeez Mohamed Salem Mohamed Salem Mohammad Aljanabi Mohammad Aljanabi Mohammad Alsajri Mohammad Davarpanah Jazi Mohammad Davarpanah Jazi Mohammad Esmail Zakerifar Mohammad Faridun Naim Tajuddin Mohammad Hamad Al-khresheh Mohammad Jannati Mohammad Jannati Mohammad Jannati Mohammad Javad Kiani Mohammad Javad Kiani Mohammad Javad Kiani Mohammad Javad Kiani Mohammad Nazir Ahmad Mohammed Ali Zare Chahooki Mohammed Khamees Khaleel Mohammed Salheen Alatshan Mohammed Salheen Alatshan Mohammed Youssef, Omar El-Sayed Mohammed, Mostafa Abdulghafoor Mohanad Ali Meteab Al-Obaidi Mohanad Ali Meteab Al-Obaidi Mohanad Ali Meteab Al-Obaidi Mohd Arfian Ismail Mohd Ariff Mat Hanafiah Mohd Bukhari Wan Daud, Wan Mohd Faaizie Darmawan Mohd Faizal Ab Razak Mohd Faizal Ab Razak Mohd Faizal Ab Razak Mohd Faizal Zulkifli Mohd Fayzul Mohammed Mohd Hafiz Jali Mohd Hanipah Muda Mohd Hatta Jopri Mohd Hatta Jopri Mohd Hatta Jopri Mohd Hatta Jopri Mohd Hendra Hairi Mohd Junaidi Abdul Aziz Mohd Junaidi Abdul Aziz Mohd Junaidi Bin Abdul Aziz Mohd Luqman bin Mohd Jamil Mohd Luqman Jamil Mohd Luqman Mohd Jamil Mohd Luqman Mohd Jamil‬ Mohd Nizam Mohmad Kahar Mohd Noh, Mohd Syahrin Amri Mohd Riduan Mohd Shariff Mohd Rodhi Sahid Mohd Ruddin Ab Ghani Mohd Ruddin Ab Ghani Mohd Ruddin Ab. Ghani Mohd Ruddin Ab. Ghani Mohd Saberi Mohamad Mohd Saberi Mohamad Mohd Shaari Azyze, Nur Latif Azyze Mohd Shahizan Othman Mohd Shahrieel Mohd Aras Mohd Shahrieel Mohd Aras Mohd Zaki Nuawi Mohd Zamri Osman Moloud Abdar Mostafa Abduhgafoor Mohammed Mostafa Abdulghafoor Mohammed Mostafa Abdulghafoor Mohammed Mostafa Abdulghfoor Mohammed Mostafa Abdulghfoor Mohammed MR Ab Ghani Muchlas Muchlas Muchlas Muchlas Muchlas, Muchlas Muhamad Fiqry Khamis Muhamad Haikal Ar-Rasyid Muhammad Abdul Aziz Muhammad Ado Muhammad Akmal Bahari Muhammad Aris Fajar Ilmawan Muhammad Aswad Bin Zabide Muhammad Faez Ali Muhammad Faqih Dzulqarnain, Muhammad Faqih Muhammad Firdaus Abd Razak Muhammad Ibn Ibrahimy Muhammad Muhammad Muhammad Nizam Kamarudin Muhammad Noorudin Muhammad Nubli Zulkifli Muhammad Syukri Muhammad Zaid Aihsan Muhammad Zaid Aihsan Muhammad, Nur Afida Muhd Khairi Abdul Rahim Muhd Zharif Rifqi Zuber Ahmadi Muheeb Musaed M. Al-Omri Mulyadi Mulyadi Muna Abdul Hussain Radhi Munawar A Riyadi Munawar A Riyadi Munawar Agus Riyadi Mussa Mabrok Mussa Mabrok Mustafa Mahmood Akawee Mustafa Manap Mustafa Manap Mustafa Manap Muthanna Jaafar Abbas Mwambela, Alfred N. A. Shairi N. Edward N.M. Saad N.Rumzi N. Idris Nabil Farah Nabilah Shaharudin Nada Thanoon Ahmed Nada Yousif Hashim Nadia H. A. Rahman Nadia Mahmood Hussien Nadia Mahmood Hussien Naimish Zaveri Nair a/l P.Nagarajan, Ravin Nashwan Dheyaa Zaki Nasir, Haslinah Mohd Natasha Binti Abd Hamid Nayef Abdulwahab Mohammed Alduais Nazerian, Vahdat Naziha Ahmad Azli Negoro, Satrio Nejatian, Samad New Lai Sim Ngahzaifa Ab. Ghani Nik Idris, Nik Rumzi Nik Rumzi Nik Idris Nik Rumzi Nik Idris Nik Rumzi Nik Idris Nik Rumzi Nik Idris Nik Rumzi Nik Idris Nik Rumzi Nik Idris Nik Rumzi Nik Idris Nik Rumzi Nik Idris Nik Rumzi Nik Idris Nikkhah, Mohammad Hasan Ningappa, Sridhara Somaguddu Nisa Novianti, Tria Noor Akhmad Setiawan Noor Azida Noor Azlan Noor Azwan Shairi Noor Haqkimi Abd Rahman Noor Hayder Abdul Ameer Noor Hidayah Binti Zakaria Noor Hidayah Zakaria Noor Iswaniza Md Siam Noor Mohd Ariff Brahin Noor Syahirah Nordin Nooraida Samsudin Noorfatchurrudin Noorfatchurrudin Nor Azazi Ngatiman Nor Azizah Mohd Yusoff Nor Azizah Mohd Yusoff Nor Azizah Mohd Yusoff Nor Azizah Yusoff Nor Faezah Alias Nor Hidayah Abdul Kahar Norfadzlia Mohd Yusof Norhashimah Mohd Saad Norhisam Misron Norjulia M. Nordin Norjulia Mohamad Nordin Norjulia Mohamad Nordin Norjulia Mohamad Nordin Normaisharah Mamat Novianti, Tria Nisa Nugraha, Kevin Adrianto Nugroho, Herry Setyo Nur Aqilah Khadijah Rosili Nur Arifah Ramli Nur Asyiqin Isa Nur Azieta Mohamad Aseri Nur Farahaina Idris Nur Hasanah Ali Nur Huda Mohd Amin Nur Huda Ramlan Nur Shahirah Zulkifli Nur Shamsiah Abdul Rahman Nur Sholihah Zaini Nur Wahyudi, Ahmad Nurfaezah Abdullah Nurhasniza Edward Nurul Hanis Azhan Nurul Najihah Che Razali Nuryono Satya Widodo Ogbuefi, Uche C. Ohanu, Chibuike Peter Okik Surikno Oktomi Wijaya Olayiwola, Olaniyi Mathew Omar A. Hammood Omeje, Luke Uwakwe Omer Jamal Eldin Ibrahim Mohammed Onashoga, Saidat Adebukola Ong Vienna Lee Osman Tokhi, Mohammad Othman, Bashar Mohammad Othman, Md.Nazri Othman, Raja Nor Firdaus Raja P. Balamurugan P. Eko Prasetyo P. Sanjeevikumar P. Sriramalakshmi Padmanaban, Sanjeevikumar Paeen Afrakoti, Iman Esmaili Pamungkas, Anggit Pandav Kiran Maroti Patil, Sudhir Madhav Prabowo Soetadji Pradabane, Srinivasan Pradana, Muhammad Sukmadika Prasetya Murdaka Putra Pujianta, Ardi Purnama, Hendril Satrian Purnama, Hendril Satrian Qabas Abdal Zahraa Jabbar R. Sudirman R. Suhairi R. Sundram R.N. Firdaus Radha Guha Raed Abdulkareem Hasan Rahim Ildarabadi Rahim Ildarabadi Rahim Ildarabadi Rahim Ildarabadi Rahmat Budiarto Rahmat Susilo Rahmawati Husen Raja Nor Firdaus Raja Othman Ramareddy, Sandeep Velur Rammah A. Alahnomi Rammah A. Alahnomi Rammah Alahnomi Rasha Shaker Ibrahim Rasoul Arvin Moghadam Rasyid Ismail Ravin Nair a/l P.Nagarajan Razali, Azziddin Mohamad Razib M Othman Reta, Getu Girma Reza Ebrahimi Rifqi Zuber Ahmadi, M. Zharif Rini Nur Hasanah Riyadi, Imam Riyadi, Munawar A Rizky Ajie Aprilianto Rizky Ajie Aprilianto Rizky Ajie Aprilianto Rochmadi, Tri Rohayanti Hassan Rohayanti Hassan Rohayanti Hassan, Rohayanti Rony Karim Rony Karim Roslan, Ameer Farhan Rosnani Affandi Royida A. Ibrahem Alhayali Rozaimi Ghazali Rozaimi Ghazali Rozana Alik Rozana Alik Rozana Alik RR. Ella Evrita Hestiandari Rubita Sudirman Ruliyandari, Rochana Rusydi Umar S. Farina Saad Abbas Abed Saad Mekhilef Saad Mekhilef Sabbar Insaif Jassim Sabri, Nurul Syahada Muhamad Saeed Hasanzadeh Safiq Rosad Sahazati Md. Rozali Sahhouk, Masoud A. Sahnan Sahnan Saif Tahseen Hussein Saif Tahseen Hussein Saleh, Ziyad Hussien Sanjeevikumar Padmanaban Sanjeevikumar Padmanaban Sanka Sreelakshmi Santhosam, P. Preethi Santiko Santiko Sarif Syahrudin Satrian Purnama, Hendril Satrian Purnama, Hendril Sekar Sari Selamat Riyadi Semendawai, Harris Seyed Hesam Asgari Shahaboddin Shamshirband Shahid Anwar Shahliza Abd Halim Shahreen Kasim Shahreen Kasim Shahreen Kasim Shahreen Kasim Shahreen Kasim, Shahreen Shahrin Md Ayob Shahrin Md Ayob Sharareh R. Niakan Kalhori Sharawy, Mohamed Sharif Ahmed Sharin Ab Ghani Shayo, Eva Shklyarskiy, Yaroslav Siswanto Siswanto Siti Azura Ahmad Tarusan Siti Azura Ahmad Tarusan Siti Nursyuhada Mahsahirun Skvortsov, Ivan Solieman Eskandari Souhail Dhouib Sowmmiya, U Srete Nikolovski Sri Arttini Dwi Prasetyawati Sri Winiarti Srinivasan Alavandar Subrata, Arsyad Cahya Subrata, Arsyad Cahya Sudarmini Sudarmini, Sudarmini Suhairi Rizuan Suhartono, Bambang Sulaiman, Shahril Irwan Sunardi Sunardi Sunardi, Sunardi Sundos Abdulameer Alazawi Sundos Abdulameer Alazawi Sundram a/l Ramahlingam Sundram Ramahlingam Suparje Wardiyono Sura Mazin Ali Surikno, Okik Susanto, Defri Rahmad Suwarno Suwarno Suzanna Ridzuan Aw Syafrudin Masri Syahid Hikmatul Wahid Syamim Sanusi Syariffah Othman Syed Muhammad S. A. Al-Habshi Syifak Izhar Hisham T. N. S. Tengku Zawawi Taisiia Ushkova Tajuddin, Mohammad Faridun Naim Takrouri, Mohammad Al Talib, Shatha Tan Kar Guan Tan, Chee Wei Tarmizi Ahmad Izzuddin Tarmizi Ahmad Izzuddin Tarmo Korõtko Tarusan, Siti Azura A. Tarusan, Siti Azura Ahmad Teklehaymanot Baweke Reda Thanikanti Sudhakar Babu Theodora Valerie Tomasz Maliszewski Totok Eka Suharto Toupchi Khosroshahi, Mahdi Tri Wahono Tri Wahono Tri Wahono Tri Wahono Vadim Shpenst Vahdat Nazerian Vasiliy Dobush Vergawita, Tania Vigna K. Ramachandaramurthy Vivian , Vivian Wahono, Tri Wahono, Tri Wahyu Sapto Aji Waleed A. Hammood Waleed Mugahed Al-Rahmi Wan Farah Hanan Wan Osman Wan Isni Sofiah Wan Din Wan Isni Sofiah Wan Din Warsito P Taruno Watra Arsadiando Watra Arsadiando Widodo Widodo Widya Cholid Wahyudin Winarto, Agung Tri Wirun A/l Prayun Wulandari, Erika Yahya A. Alamri Yahya A. Alamri Yahya Ahmed Alamri Yan, Jiabo Yaroslav Shklyarskiy Yaroslav Shklyarskiy Yasmin Makki Mohialden Yasmin Makki Mohialden Yatim, Yazhar Yomahudaya, Baqrafi Aswida Yonis.M.Yonis Buswig Younes Zahraoui Younes Zahraoui Yully Erwanti Masrukin Yully Erwanti Masrukin Yully Masrukin Yundari, Yundari Yuni Tri Supanti Yusoff, Nor Azizah Mohd Yusron Saudi Yusuf Eko Rohmadi Yusup, Ahmad Z. Zakaria Z. Zakaria Zadehbbagheri, Mahmoud Zahraa Faiz Hussain Zahriladha Zakaria Zahriladha Zakaria Zainal Salam Zakaria, Noor Hidayah Binti Zakaria, Zahriladha Zalmiyah Zakaria Zanariah Jano Zanariah Jano Zarifie Hashim, Nik Mohd Zawawi, Syed Abrar S. A. Zeeshan Ahmad Arfeen Zikri Abadi Baharudin Zulfikri Zaki Zolkapli Zulhani Rasin Zulkalnain Mohd Yussof Zulkifilie Ibrahim Zulkifli Md. Yusof Zulkiflie Ibrahim