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All Journal Jurnal Teknoin J@TI (TEKNIK INDUSTRI) Jurnal Rekavasi Jurnal Optimasi Sistem Industri REKAYASA Jurnal Ilmiah Teknik Industri Proceeding SENDI_U OPERATION EXCELLENCE: Journal of Applied Industrial Engineering JOURNAL OF INDUSTRIAL AND MANUFACTURE ENGINEERING JRSI (Jurnal Rekayasa Sistem dan Industri) Wikrama Parahita : Jurnal Pengabdian Masyarakat Tekinfo | Scientific Journal of Industrial and Information Engineering PERFORMA : Media Ilmiah Teknik Industri Jurnal Teknik Industri: Jurnal Keilmuan dan Aplikasi Teknik Industri Civil Engineering Journal Jurnal INTECH Teknik Industri Universitas Serang Raya Jurnal Ilmiah Teknik Industri Indonesian Journal of Electrical Engineering and Computer Science International Journal of Sustainable Transportation Technology SEMAR Multidiciplinary Output Research for Actual and International Issue (Morfai Journal) Makara Journal of Technology Metris: Jurnal Sains dan Teknologi
Wahyudi Sutopo
Universitas Sebelas Maret
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PENGEMBANGAN MODEL GAME THEORY PADA SKEMA PERSEDIAAN PENYANGGA UNTUK MENJAMIN KETERSEDIAAN DAN KESTABILAN HARGA KOMODITAS GULA PASIR Jenar, Mahesa; Sutopo, Wahyudi; Yuniaristanto, Yuniaristanto
J@ti Undip : Jurnal Teknik Industri Volume 10, No. 2, Mei 2015
Publisher : Departemen Teknik Industri, Fakultas Teknik, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (287.185 KB) | DOI: 10.12777/jati.10.2.97-102

Abstract

Bahan pokok yang setiap hari dikonsumsi masyarakat Indonesia antara lain beras, gula pasir, dan minyak goreng. Bahan pokok tersebut merupakan hasil dari sektor pertanian atau komoditas pertanian. Komoditas pokok tersebut dikonsumsi oleh masyarakat Indonesia sepanjang tahun dalam jumlah yang sangat besar. Karena komoditas pokok diperlukan sepanjang tahun, ketersediaan terhadap komoditas pokok merupakan hal yang sangat penting bagi masyarakat Indonesia. Dalam rangka menjaga ketahanan pangan, salah satu cara untuk mengatasi permasalahan tersebut dengan menyediakan persediaan penyangga sebagai instrumen untuk mengendalikan keseimbangan pasokan dan permintaan pasar. Baik produsen, pedagang, dan konsumen menggunakan strategi masing-masing yang bersesuaian dengan kepentingan tersebut. Untuk itu diperlukan suatu pendekatan matematis yang dapat menganalisa proses pengambilan keputusan yang melibatkan dua atau lebih kepentingan. Dalam penelitian ini akan digunakan game theory untuk menganalisa pengambilan keputusan dari kepentingan yang terkait. Hasilnya menunjukkan bahwa model game theory dapat menggambarkan hubungan transaksi antara produsen dan konsumen dalam skema persediaan penyangga. Selain itu, game theory dapat menggambarkan beberapa kondisi dalam skema persediaan penyangga melalui strategi yang dikembangkan.     Abstract Indonesian society consumpts some staple commodities such as rice, sugar, and cooking oil. Staple commodities are from agricultural commodities. Staple commodities consumed by the people of Indonesia during the year in a very large number. Because the staple commodities required throughout the year, the availability of the staple commodities is very important for the people of Indonesia. Food security can be ensured by providing a buffer stock as an instrument for controlling the balance of supply and demand. Both producers, traders, and consumers are using their each strategy that corresponding to these interests. It required a mathematical approach that can analyze the decision-making process that involves two or more interests. In this study game theory will be used to analyze the decisions of relevant interests. The result shows that the model of game theory can describe the relationship between producer and consumer transactions in the buffer stock scheme. Moreover, game theory can describe some of the conditions in the buffer stock scheme through a strategy developed.
ANALISIS HUBUNGAN ANTARA KETERSEDIAAN PUSAT INFORMASI DAN INTENSITAS PUBLIKASI KEGIATAN WISATA TERHADAP KONTRIBUSI EKONOMI SEKTOR PARIWISATA Sutopo, Wahyudi
J@ti Undip: Jurnal Teknik Industri Volume 4, No. 1, Januari 2009
Publisher : Departemen Teknik Industri, Fakultas Teknik, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (248.346 KB) | DOI: 10.12777/jati.4.1.43-48

Abstract

Penelitian ini ditujukan untuk menganalisis hubungan antara ketersediaan pusat informasi dan intensitas publikasi kegiatan wisata terhadap Kontribusi Ekonomi Sektor Pariwisata. Model matematis dikembangkan untuk memprediksi  kontribusi ekonomi dari Industri Pariwisata jika aksesibilitas ke Obyek Wisata ditingkatkan melalui peningkatan ketersediaan informasi dan intensitas publikasi. Model yang dihasilkan berupa Simultaneous Equation Model terdiri dari 5 persamaan. Jumlah  wisatawan nusantara,  jumlah  wisatawan mancanegara, dan lama tinggal dapat diprediksi dengan menggunakan model usulan. Kata kunci: aksesibilitas, pusat informasi pariwisata, intensitas publikasi, kontribusi ekonomi.   In this paper, we propose an analysis of Interactions between accessibility and Economic contribution of Tourism sector. This model was  developed to estimate the impact of information centre and tourism publication. Simultaneous Equation Models are estimated and tested consists of 5 equations. The findings suggest that the government improving of accessibility to tourism objects has significant impact to increasing the number of tourism arrival. The number of domestic tourist arrivals, the number of international tourist arrivals, and their long-stay at hotels has predicted by proposed-models. Key Words: accessibility, information centre, publication of tourist, economic contribution.
PERANCANGAN MODEL DISTRIBUSI KOMODITAS PADI PASKA-PANEN BERBASIS SUPPLY CHAIN MANAGEMENT (Studi Kasus Sistem SAPA Sukabumi) Wiyono, Didiek Sri; Sutopo, Wahyudi
J@ti Undip: Jurnal Teknik Industri Volume 4, No. 2, Mei 2009
Publisher : Departemen Teknik Industri, Fakultas Teknik, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (242.22 KB) | DOI: 10.12777/jati.4.2.105-112

Abstract

Ditinjau dari kajian Supply Chain Management (SCM), salah satu akar masalah pada bisnis komoditas padi paska-panen adalah masalah distribusi. Rendahnya tingkat aksesibilitas informasi ketersediaan komoditas bagi para stakeholder mengakibatkan proses distribusi tidak berjalan dengan baik, sehingga sering terjadi penumpukan komoditas maupun kekosongan komoditas di sisi yang lain. Permasalahan komunikasi dan koordinasi ini mengakibatkan distribusi komoditas padi tidak berjalan dengan baik sehingga sangat merugikan  konsumen, petani dan semua pihak yang terlibat di dalam sistem SCM. Fokus penelitian ini adalah merancang model distribusi komoditas padi paska-panen. Rancangan model berbasis Supply Chain Management (SCM) dipilih karena karakteristiknya dalam hal kemudahan interaksi antar   stakeholder  dinilai mampu menjawab permasalahan rendahnya tingkat aksesibilitas informasi ketersediaan komoditas. Proses perancangan dimulai dengan melakukan inventarisasi kebutuhan stakeholder hingga mendapatkan format yang sesuai dengan distribusi komoditas padi paska-panen. Selanjutnya dibuat System Requirement Specification (SRS) dan diidentifikasi value chain dari komoditas padi paska-panen. SRS dan value chain yang telah didapat dijadikan dasar dalam merancang model distribusi dengan bantuan Use Case Model. Hasil penelitian ini berupa model bisnis yang komperhensif dari sebuah sistem distribusi komoditas padi paska-panen berbasis SCM yang telah disesuaikan  dengan kebutuhan pengguna. Kata kunci: Supply Chain Management, komunikasi dan koordinasi, penyebaran informasi,   model distribusi komoditas padi pascapanen.   Abstract With the Supply Chain Management’s (SCM) appoach, uncertaintly of rice, main commodity in agri-industry after-harvest paddy, supply and distribution which is giving a bad impact for consumers, farmers, and all who are involved in this business, found that root of the problems is minimum availability of comodities and accessibility of informations. These problems happened because uncertaintly and unavailability of accurate informations about inventory, demands and also products capacity  form industries. By the advanced development of internet, web and mobile technologies, problems in creating, providing and deseminating of informations can be minimized by using appropriate application in SCM based information system that uses the advanced facilities of internet and mobile communication network which have been widely spead in Indonesia. Creating software requirement specifications (SRS), use case diagrams, class diagrams and comparing SRS with these diagrams, will be much helpfull for the designed processes to meet and fit with user needs. User interface and prototype of these applications, as a result, also introduced to the client and users to guarantee the fitness of the designed applications. Keywords: Supply Chain Management, comunication and coordinaton, sharing information, distribution model of after-harvest paddy  
SIMULASI MODEL DINAMIK PENGANGKUTAN CRUDE PALM OIL (CPO) DI PT. XYZ UNTUK MEMINIMALKAN BIAYA TRANSPORTASI PENGADAAN BAHAN Atikah, Nur; Sutopo, Wahyudi
J@ti Undip : Jurnal Teknik Industri Volume 9, No.2, Mei 2014
Publisher : Departemen Teknik Industri, Fakultas Teknik, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (211.58 KB) | DOI: 10.12777/jati.9.2.125-134

Abstract

Adanya krisis ekonomi di Eropa membuat harga komoditas Crude Palm Oil (CPO) menurun. Disisi lain, biaya operasi dari proses produksi CPO ini meningkat 9,8% karena biaya transportasi yang tinggi.  Dipandang dari sistem kajian manajemen sistem rantai pasok, kerugian atas menurunnya harga ditambah dengan tingginya biaya transportasi akan semakin merugikan PT. XYZ. Dalam upaya menekan kerugian yang terjadi, meminimasikan biaya transportasi pengadaan bahan dapat menjadi salah satu alternatif solusinya. Kebijakan pada level strategis yang dapat dijadikan usulan, salah satunya dengan mengajukan alternatif moda transportasi dengan memperhatikan faktor kedinamisan dan ketidakpastian. Faktor-faktor tersebut dapat diimplementasikan dengan penerapan simulasi model dinamik. Hasil dari model dinamik yang diusulkan, penurunan biaya transportasi dicapai dengan pemilihan dan penentuan jumlah dari setiap alternatif moda transportasi yang diusulkan pada setiap level pada elemen sistem yang telah didefinisikan. Kata kunci : model dinamik, biaya transportasi, pengadaan crude palm oil Abstrct The economic crisis in Europe makes the price of commodities such as Crude palm Oil (CPO) declined. On the other hand, the operating cost of the CPO production increased 9.8% due to high transportation costs. From the point of view of supply chain management systems assessment, loss on declining prices coupled with the high transportation costs will be more detrimental to PT. XYZ. In an effort to reduce the loss, transportation cost of procurement cycle can be an alternative solution. The strategic level policy that can be proposed, is proposing an alternative mode of transportation were attentive to dynamics and uncertainty factors. The factors can be implemented by the application of dynamic simulation models. Results of the proposed dynamic model, reduced transportation costs achieved by the selection and determination of the amount of each proposed alternative transportation modes at each level of the system elements has been defined. Keywords : dynamic models, transportation cost, procurement of crude palm oil
DESIGNING THE IMPROVEMENT OF SPAM UNS WATER DISPENSER SERVICE QUALITY Natalianto, Yosua; Pujiyanto, Eko; Sutopo, Wahyudi
Jurnal Ilmiah Teknik Industri Vol. 19, No. 1, June 2020
Publisher : Muhammadiyah University Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23917/jiti.v19i1.9413

Abstract

SPAM (Sistem Pengolahan Air Minum or Drinking Water Treatment System) UNS was established in 2015 to meet the drinking water needs of the UNS academic community by providing 129 dispensers and water tap machines spread across buildings at UNS. A survey conducted by UNS students in 2017 showed that 54 % of students were not sure of the quality of UNS SPAM water. So the service quality questionnaire was distributed to 160 UNS students randomly and it was found that only 3 % of respondents stated that they used SPAM UNS water dispenser very often. Processing results shown the highest gap value is in the reliability dimension, with CTS namely cleanliness and flow of water. From the survey regarding the cleanliness and flow of the water carried out the DPMO value of the process was 332,589 (1, 930 sigma) . Recommendations for improvement are in the form of several SOPs to improve the cleanliness and quality of SPAM UNS water dispenser services.
A DISTRIBUTION PLANNING MODEL FOR SUBZIDED-FERTILIZER SUPPLY CHAIN PLANNING CONSIDERING QUOTA ALLOCATION: A CASE STUDY Sutopo, Wahyudi; Yuniaristanto, Yuniaristanto; Pramono, Wakit
Rekayasa Vol 4, No 1: April 2011
Publisher : Universitas Trunojoyo Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (250.088 KB) | DOI: 10.21107/rekayasa.v4i1.2325

Abstract

Makalah ini membahas studi dunia nyata masalah perencanaan distribusi pupuk bersubsidi. Salah satu perusahaan pupuk nasional bahasa Indonesia memiliki kewajiban mendistribusikan pupuk bersubsidi-menjadi 15 kabupaten/kota di Propinsi Jawa Tengah. Perusahaan harus memenuhi permintaan pupuk bersubsidi-melalui saluran distribusi terkendal tingkat ketiga seperti lini I (pabrik), lini II (gudang provinsi), dan lini III (gudang kabupaten/kota). Lini I memasok lini II dan III dengan jumlah lebih besar dari pasokan dibandingkan dengan alokasi kuota yang sebenarnya berdasarkan keputusan gubernur. Pada kebijakan sebelumnya lini I mensuplai lini II dan III dengan stock pengaman untuk mengantisipasi permintaan selama 2 minggu dari distributor. Karena perubahan musim panen dan fluktuasi permintaan, lini II tidak dapat memenuhi permintaan dengan jumlah yang tepat, tempat, dan waktu. Kinerja pada tahun sebelumnya lebih dari 10% dari deviasi standar antara keputusan gubernur dan realisasinya. Fenomena ini menyebabkan meningkatnya biaya logistik seperti pemesanan, biaya transportasi, dan biaya simpan. Tujuan dari penelitian ini adalah untuk mengembangkan model untuk mendukung perusahaan untuk menentukan ukuran lot optimal dari lini II untuk berbaris I, dan safety stock pada Garis II dan III untuk meminimalkan biaya logistik. Sebuah model non-linear programming (MINLP) diusulkan untuk memecahkan masalah ini dengan mempertimbangkan metode peramalan baru untuk menghitung alokasi kuota. Ada lima kelompok kendala termasuk kapasitas gudang, kapasitas kendaraan, kuota, persediaan, dan variabel biner. Studi ini memberikan manfaat lebih dari 9% dari biaya logistik. Kata kunci: perencanaan distribusi, biaya logistik, ukuran lot, mixed integer non-linear programming, safety stock, subsidi-pupuk.  AbstractThis paper investigates a real-world case study of a subsidized-fertilizer distribution planning. One of Indonesian national fertilizer company has an obligation distributing subsidized-fertilizer to 15 regency/municipality in Central Java Province. The company has to fulfill the demand of subsidized-fertilizer through a third-level controlled-distribution channels such as line I (factory), line II (province’s warehouse), and line III (regency/municipality warehouse). Line I supplies line II and line III with higher amount of supply compare to the actual quota allocation based on the governor’s decree. In the previous policy, line I supplied line II and line III with safety stocks to anticipate the demand for 2 weeks of distributors. Due to the changing of harvest season and demand fluctuation, line II cannot fulfill the demand with exact amount, place, and time. The performance at previous year is more than 10% of standard deviation between the governor’s decree and the realization. This phenomenon causes the increasing of logistic costs such as ordering cost, transportation cost, and holding cost. The objective of this research is to develop a model for supporting company to decide the optimal lot size from line II to line I, and safety stock at Line II and III in order to minimize logistic costs. A mixed integer non-linear programming (MINLP) was proposed to solve this problem by considering a new forecasting method to calculate the quota allocation. There are five groups of constraints including warehouse capacity, vehicle capacity, quota, inventory, and binary variable. This study gives more than 9% benefit of logistic costs. Keywords: distribution planning, logistic costs, lot size, mixed integer non-linear programming, safety stock, subsidized- fertilizer.
PENERAPAN POSTPONEMENT STRATEGY DALAM SUPPLY CHAIN UNTUK MENGHASILKAN PRODUK YANG MENGUTAMAKAN KEPUASAN KONSUMEN DAN MENINGKATKAN PROFIT PERUSAHAAN Dewiningrum, Ayu Purnama; Restiannisa, Kinanti; Sutopo, Wahyudi
Rekayasa Vol 5, No 1: April 2012
Publisher : Universitas Trunojoyo Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (259.038 KB) | DOI: 10.21107/rekayasa.v5i1.2107

Abstract

Salah satu hal yang menjadi sorotan dalam persaingan pasar saat ini adalah kemampuan produsen untuk menghasilkan produk sesuai dengan keinginan dan spesifikasi tertentu dari konsumen tetapi dapat diproduksi secara masal sehingga biaya produksi rendah. Perusahaan harus mampu melakukan mass customization melalui  penundaaan pengerjaan diferensiasi produk pada titik akhir dalam rantai pasoknya dengan postponement strategy. Dengan menunda proses diferensiasi produk maka mata rantai produksi sebelum proses diferensiasi dapat dilakukan secara masal dan hanya proses akhir saja yang merupakan proses kustomisasi. Penerapan strategi ini dapat membantu perusahaan dalam meningkatkan level of customization, pengurangan lead time, dan  menekan biaya persediaan serendah mungkin. Dengan strategi efisiensi ini, perusahaan-perusahaan dapat mewujudkan produk yang  yang diminta oleh konsumen secara spesifik sehingga harga jual lebih tinggi tetapi tetap dapat menjaga biaya produksi yang rendah. Artikel ini  membahas rancangan implementasi postponement strategy pada industri fashion. Pada industri tersebut, permintaan konsumen atas model dan desain adalah sangat beragam dan berubah dengan sangat cepat sehingga perusahaan yang tidak dapat mereposisi strategi produksinya tidak akan memiliki competitive advantage. Artikel ini memberikan rekomendasi awal kepada perusahaan fashion agar dapat mengadopsi dan menerapkan postponement strategy dalam supply chain pada industri fashion. Implementasi dari strategi ini diharapkan mampu mendukung industri kreatif Indonesia dalam memenangkan persaingan pasar.
Mapping of Inbound Flows in Supply Chain of Lithium-ion Industry in Indonesia Sutopo, Wahyudi; Zakaria, Roni; Wardayanti, Ari; Fahma, Fakhrina
http://dx.doi.org/10.31427/IJSTT.2018.1.1.3
Publisher : Unijourn Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The demand for lithium battery is currently high from the consumer side due to the widespread application of lithium-ion battery for electronics (laptops, notebooks, mobile phones, street lighting) and electric vehicles (electric cars and electric motors). In Indonesia, the research and industrialization on lithium-ion battery have been conducted to develop products such as for electric vehicles and street lighting. On the other hand, the relationship between suppliers, producers, distribution channels, and consumers has not been mapped. This mapping is intended to provide an overview of the strength of suppliers, involved manufacturers, and to determine the readiness of the value chain of lithium-ion battery to perform mass production. The approach in the mapping uses primary data and secondary data for the initial stage of inbound flows in supply chain of lithium-ion industry in Indonesia. Primary data are obtained from the questionnaires, which adopted from the value chain lithium-ion battery research in USA adjusted for Indonesian context. Meanwhile, the secondary data derived from literature reviews. The respondents in the study are 11 institutions consisting of manufacturers and R&D of lithium-ion battery in Indonesia. The results obtained are supplier mapping that provides the flow of lithium-ion battery, cell, module, and pack as well as the producers and consumers. The results could also be utilized to identify the valuable metrics in the supply chain of lithium battery industry.
Supplier Selection Model of the Lithium-ion Battery using Fuzzy AHP and Analysis of BOCR Wardayanti, Ari; Zakaria, Roni; Sutopo, Wahyudi; Louhenapessy, Bendjamin
http://dx.doi.org/10.31427/IJSTT.2018.1.1.1
Publisher : Unijourn Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Although the demand for the lithium-ion battery for electronic consumers and electric vehicles in Indonesia is high, there is no supplier coming from the local manufacturer. The proper selection of suppliers is required by some lithium-ion battery manufacturers (cells, modules, and packs), and Research and Development (R&D) center of the lithium-ion battery with the consideration not only in benefits and cost but also in opportunities and risks. It is important that experts assist the manufacturers and R&D to procure the lithium-ion (materials and cells), through transparent methods that seek a quantitative model to select the right supplier. The main objective of this study is to propose an analytical approach to select suppliers which incorporate Benefits, Opportunities, Costs and Risks (BOCR) concept that comply with the characteristics of the lithium-ion battery industries. A fuzzy Analytical Hierarchy Process (AHP) model is developed by accommodating the vagueness and inaccuracies of expert elections. The result of this research is development of the model obtained from 2 questionnaires given to the expert. Questionnaire 1 was made for the determination of criteria and sub-criteria, while Questionnaire 2 aims to perform pairwise comparisons of existing criteria and sub-criteria. In the selection of the lithium-ion battery suppliers, there are 11 criteria and 40 sub-criteria which are considered. Those criteria are divided into 4 merits and known for their respective global priorities.
Analisis Pengaruh Label Halal dan Kualitas Produk Terhadap Keputusan Pembelian Produk UNSQUA Menggunakan Regresi Linier wahyudi sutopo; Frisca Pomalia; Meidiana Faras Isnafitri; Danang Miftahudin Pratama; Ayusya Khoirun Nisa; Yuniaristanto Yuniaristanto
JOURNAL OF INDUSTRIAL AND MANUFACTURE ENGINEERING Vol 4, No 2 (2020): EDISI NOVEMBER
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/jime.v4i2.3579

Abstract

UNSQUA merupakan produk air minum kemasan yang diproduksi oleh SPAM UNS dan dijual secara internal. Berdasarkan survey penelitian, banyak konsumen yang tidak yakin untuk mengkonsumsi produk UNSQUA karena ragu dengan kualitasnya dan tidak adanya label halal pada kemasan produk. Tujuan dari penelitian ini adalah untuk mengetahui pengaruh variabel label halal dan kualitas produk dengan menggunakan analisis regresi linier untuk mengetahui pengaruhnya terhadap keputusan pembelian UNSQUA. Hasil dari penelitian menunjukkan : variabel label halal mempengaruhi variabel keputusan pembelian sebesar 10,5% dengan signifikansi sebesar 0,58 ; variabel kualitas mempengaruhi variabel keputusan pembelian sebesar 71,7% dengan signifkansi sebesar 0,000; dan variabel label halal dan kualitas produk bersama-sama mempengaruhi keputusan pembelian sebesar 51,7% dengan signifikansi sebesar 0,000. Dengan meningkatnya keputusan pembelian maka diharapkan juga permintaan akan UNSQUA dapat meningkat dan mendatangkan profit yang lebih besar untuk perusahaan.
Co-Authors -, Febrinata Ahad Ali Ahmad Rafi Adnanta Aji, Vania Putri Anita Andria Sari Apriliana, Frisheila Sely Aqidawati, Era Febriana Aqidawati, Era Febriana Aqil, Hilmy Ardiansyah, Rakhman Arien Heryansyah Astuti, Rina Wiji Atsiila, Resia Ayusya Khoirun Nisa Azizah Aisyati Chrissandhi, Erico Sofyan Christa Dian Pratiwi Danang Miftahudin Pratama Dewi Handayani Dewiningrum, Ayu Purnama Diah Rahmanasari Didiek Sri Wiyono Diesya, Stephani Dwi Indah Maryanie Dwi Setyo Sulistyono Eko Pujiyanto Eko Supriyanto Ereika Arie Agassi Erliza, Ayu Euis Nurlathifah Evizal Abdul Kadir Fadlilah, Antika Adzary Sekar Fahma, Fakhrina Fakhrina Fahma Fakhrina Fahma Farid Ishartomo Fathin Kusumo Pramesti Pudjiantoro Fauziah Amelia Ananda Febri Muhammad Rachadian Fitri Purnamasari Frisca Pomalia Hanun, Ilza Athiyatamimy Hastuti, Tiwik Tri Hidayat, Fadhil Rafi Hisjam, Muh Hisjam, Muh. Hisjam, Muhammad I Wayan Suletra Ihwan Susila Jeehad Muhammad Joshua Vicky Kristiawan, Stefanus A. Levinia Dian Laraswati, Levinia Dian Louhenapessy, Bendjamin Lsa Aldira Hafidza Mahesa Jenar Maisyaroh, Anis Mandala, Amelia Rahma Dhani Marhana, Laily Martha Widhi Dela Utami Maya Revanola Zainida Meidiana Faras Isnafitri Muh. Hisjam, Muh. Muhammad Hisjam Muhammad Hisyam Munifah Munifah, Munifah Nabilah Nabilah Nancy Octyajati Natalianto, Yosua Naufal Ammar Novitria Arie Prabarini Nugraheni, Diyah Dwi Nur Atikah Nuryanto - P., Yogie Budi Pramesti, Nidya Yutie Pramono, Wakit Prasetyo, Hoedi Pratiwi, Ayu Prianjani, Dana Primadian, Romi Priyandari , Yusuf Pujiyanto, Eko Rahmatullah, Hasan Ravi Ratnasari, Sintya Renny Rochani Restiannisa, Kinanti Rinanto, Andhy Rochani, Renny Roni Zakaria Roni Zakaria Raung Shamsuddin, Siti Mariyam Silvi Istiqomah Siti Mariyam Shamsuddin Sri Listia Rosa Supriyanto, Eko Wahyu Ani Maulidiyah Wardayanti, Ari Widi Hartono Yasmine Husna Arsyifa Yosua Natalianto Yudhistira, Rasyid Yuniaristanto Yuniaristanto Yusuf Priyandari Zakaria, Roni Zakaria, Roni Zakariya, Roni