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Adoption Intention Model of Electric Vehicle in Indonesia Martha Widhi Dela Utami; Yuniaristanto Yuniaristanto; Wahyudi Sutopo
Jurnal Optimasi Sistem Industri Vol. 19 No. 1 (2020): Published in June 2020
Publisher : The Industrial Engineering Department of Engineering Faculty at Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (343.608 KB) | DOI: 10.25077/josi.v19.n1.p70-81.2020

Abstract

Indonesia’s government was targeting the adoption of 2.1 million units of two-wheeled electric vehicles and 2,200 units of four-wheeled electric vehicles in 2025 through the Republic of Indonesia's Presidential Regulation No. 22 in 2017 about the National Energy General Plan. In 2019, the Government of Indonesia issued Presidential Regulation No. 55 in 2019 concerning the Acceleration of the Battery Electric Vehicle Program for Road Transportation. In 2018, the adoption of two-wheeled electric vehicles only reached 0.14% of the government's target for 2025. Therefore, the adoption of Electric Motorcycle (EM) technology must also consider many factors to be successful. This research develops a non-behavioral electric vehicle adoption intention model. The factors include sociodemographic, financial, technological, and macro-level. The online survey involved 1,223 respondents. Logistic regression is used to obtain the function and probability value of intention to adopt EM in Indonesia. Frequency of sharing on social media, level of environmental awareness, purchase prices, maintenance costs, maximum speed, battery charging time, availability of charging station infrastructure at work, availability of home power based- charging infrastructure, purchase incentive policies, and charging cost discount incentive policies are significantly influencing the intention to adopt electric vehicles. It also shows that the opportunity for Indonesians to adopt electric motorcycles reaches 82.90%. The realization of the adoption of electric motorcycles in Indonesia requires infrastructure readiness and costs that can be accepted by consumers. Lastly, the results of this research provide some suggestions for the government and businesses to accelerate electric motorcycle adoption in Indonesia.
A Decision Support System to Achieve Self-Sufficiency of Soybean (Case: Central Java Province, Indonesia) Muhammad Hisjam; Nancy Octyajati; Wahyudi Sutopo; Ahad Ali
Jurnal Optimasi Sistem Industri Vol. 19 No. 2 (2020): Published in November 2020
Publisher : The Industrial Engineering Department of Engineering Faculty at Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1242.134 KB) | DOI: 10.25077/josi.v19.n2.p144-156.2020

Abstract

Soybean self-sufficiency in Central Java Province is a problem that is difficult to realize at this time. As an important commodity, self-sufficiency becomes a serious concern for the government. Supply chain management of soybean is related to the integration of supply, demand, and distribution of soybean. The characteristics of entities involved in the soybean supply chain are complex, dynamic, and probabilistic that make the problem cannot be solved using an analytical model and it becomes too risky for trial and error. A suitable tool is using a simulation model. This paper deals with developing a Decision Support System (DSS) using a simulation model that will assist the government in adopting policies in order to achieve self-sufficiency of soybean and the improvement of farmer's welfare. DSS will help decision-makers to try various scenarios of policy in an easy way. The method was started with developing model components, then decision components, and next creating user interfaces. The simulation and system modeling is created by using Powersim software with the intent to obtain the simulation and single document interface (SDI) of the supply chain model. The result shows that land expansion policy is a top priority for realizing food self-sufficiency while increasing productivity and reducing costs of agricultural activities are the main priorities for improving the welfare of farmers.
Proposing Electric Motorcycle Adoption-Diffusion Model in Indonesia: A System Dynamics Approach Dwi Setyo Sulistyono; Yuniaristanto Yuniaristanto; Wahyudi Sutopo; Muhammad Hisjam
Jurnal Optimasi Sistem Industri Vol. 20 No. 2 (2021): Published in November 2021
Publisher : The Industrial Engineering Department of Engineering Faculty at Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (609.741 KB) | DOI: 10.25077/josi.v20.n2.p83-92.2021

Abstract

In 2019, the number of conventional vehicles in Indonesia reached 133,617,012 units, dominated by motorcycles of 112,771,136 units and passenger cars of 15,592,419 units. The high number of conventional motorcycle users can increase the number of pollutants and combustion emissions in the environment. This condition has encouraged the transition to a sustainable transport system that will be needed for decades to come, especially for the electric motorcycle to resolve the issue. This research aims to predict and estimate the market share of electric motorcycles by considering life cycle cost per kilometer. System dynamics simulations are developed to model the adoption-diffusion of electric motorcycles in Indonesia. This model has four main modules: an electric motorcycle module, a conventional motorcycle module, an economy module, and a consumer market module. This model shows a positive trend of EM market share from 2021-2030, with the market share value of EM is 0,411 in 2030. The development of retail price subsidy and electricity price scenarios is also carried out to determine the right policies to accelerate the adoption-diffusion process. Based on the scenario, the provision of retail price subsidy and a decrease in electricity price can increase the value of the EM Market Share.
Comparing Total Cost of Ownership of Electric and Conventional Motorcycles in Indonesia Sayyidah Maulidatul Afraah; Yuniaristanto Yuniaristanto; Wahyudi Sutopo; Muhammad Hisjam
Jurnal Teknik Industri Vol. 22 No. 2 (2021): August
Publisher : Department Industrial Engineering, University of Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22219/JTIUMM.Vol22.No2.196-210

Abstract

The adoption of Electric Vehicles (EV) is one of the solutions to reduce emission problems. In Indonesia, the government targets 2.1 million Electric Motorcycles (EM) ownership in 2025. One of the keys to encouraging the EV Indonesian market is vehicle cost analysis, like Total Cost of Ownership (TCO). This study developed a TCO model to compare EM with Conventional Motorcycles (CM) in Indonesia.  Data were collected from surveys and information from stakeholders. The proposed TCO model considered a battery replacement cost, which influenced the resale value of the vehicle. As a result, the TCO of EM had a more economical value than CM of 12% (IDR 3 million) on low mobility, 16% (IDR 4 million) on medium mobility, and 18% (IDR 5.5 million) on high mobility. In addition, several scenarios were also analyzed as a study to consider providing subsidies ownership motorcycles in Indonesia.
Risk Management Based on NPV-at-Risk: A Case Study in Floating Solar Power Plant Project Octa Untoro; Fakhrina Fahma; Wahyudi Sutopo
Jurnal Teknik Industri Vol. 22 No. 2 (2021): August
Publisher : Department Industrial Engineering, University of Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22219/JTIUMM.Vol22.No2.245-254

Abstract

There are some unpredicted factors in floating solar power plants that can affect the investment return value. This research aimed to develop an NPV-at-risk based risk management analysis on the floating solar power plant. This research proposed six-staged solutions: communication and consultation, context assignment, risk identification, risk analysis, risk evaluation, and risk mitigation. This study took place in a floating solar power plant in Indonesia. This research showed that some unpredicted risks, such as irradiation, operation and maintenance costs, inflation, and interest rate, could contribute to the investment return. This procedural proposal could be applied in the management of the income realization based on the income projection.
Designing The Improvement of SPAM UNS Water Dispenser Service Quality Yosua Natalianto; Eko Pujiyanto; Wahyudi Sutopo
Jurnal Ilmiah Teknik Industri Vol. 19, No. 1, June 2020
Publisher : Department of Industrial Engineering Universitas Muhammadiyah Surakarta

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.
ANALISIS KELAYAKAN INVESTASI PENAMBAHAN MESIN PENGECATAN DENGAN MEMPERTIMBANGKAN PAJAK DAN BIAYA DEPRESIASI SERTA OPERASIONAL CV. CREATIVE 71 Yasmine Husna Arsyifa; Wahyudi Sutopo
Jurnal Rekavasi Vol 5 No 2 (2017)
Publisher : Jurusan Teknik Industri, Institut Sains & Teknologi AKPRIND Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (339.422 KB)

Abstract

Artikel ini merupakan kritik perbaikan dari artikel Susetyo dkk (2015) yang membahas mengenai kelayakan investasi dari simulasi sistem perencanaan jumlah mesin yang optimal pada CV. Creative 71. Analisis mengenai kelayakan investasi penambahan mesin tersebut sangat diperlukan. Belum dipertimbangkan biaya pajak, biaya depresiasi, biaya pemeliharaan, dan biaya operasional listrik, membuat perhitungan ulang untuk kelayakan investasi ini sangat diperlukan. Pada artikel ini dilakukan analisis terhadap aspek kelayakan investasi menggunakan metode NPV (Net Present Value), IRR (Internal Rate of Return) dengan asumsi nilai MARR adalah 12%, dan BCR (Benefit Cost Ratio). Selain itu, dipertimbangkan juga perhitungan PPh (Pajak Penghasilan), biaya depresiasi,biaya pemeliharaan, dan biaya operasional listrik mesin pengecatan. Dari perhitungan didapatkan bahwa nilai NPV>0 yaitu Rp360.340.397,- begitupula dengan nilai BCR>1 yaitu 1,650 dan untuk nilai IRR>MARR yaitu 51,332%. Dengan demikian penambahan satu buah mesin pengecatan tersebut menguntungkan bagi perusahaan dengan perhitungan cash flow yang mempertimbangkan pajak, biaya depresiasi,biaya pemeliharaan, dan biaya operasional listrik sehingga hasil analisis kelayakan lebih akurat.
Food Traceability and Security in Supply Chain Using RFID Technology Evizal .; Sri Listia Rosa; Siti Mariyam Shamsuddin; Eko Supriyanto; Wahyudi Sutopo
Proceeding of the Electrical Engineering Computer Science and Informatics Vol 1: EECSI 2014
Publisher : IAES Indonesia Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (745.853 KB) | DOI: 10.11591/eecsi.v1.413

Abstract

In recent year due to high demand of food product especially agricultural food then supplied from various countries or regions and lands. Some cases facing out such as on delivery, food safety and consumer care. Thus, agricultural food product safety, traceability and monitoring system is required for food product. In this paper propose a system for food traceability and security in supply chain using RFID technology, where a tag attached to every bucket or packet of food product as identification for product source, batch and expire date. Every process in supply chain of food product identified by RFID reader and scanning the tags then all scanned data send to centralized database for product information. In retail store consumer be able to check food product detail especially expire date and in case of food issues happen supplier easly identified source of product. Beside identification and product safety, delivery can be monitoring by agent as every bucket tagged by an RFID tag. By using this system benefit for the consumer, supplier and authority for identification and monitoring system.
Pemodelan Lokasi-Alokasi Terminal Bahan Baku untuk Meminimasi Total Biaya Rantai Pasok pada Industri Produk Jadi Rotan Yuniaristanto .; Wahyudi Sutopo; Azizah Aisyati
Jurnal Teknik Industri: Jurnal Keilmuan dan Aplikasi Teknik Industri Vol. 12 No. 1 (2010): JUNE 2010
Publisher : Institute of Research and Community Outreach - Petra Christian University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (165.57 KB) | DOI: 10.9744/jti.12.1.17-24

Abstract

In Surakarta and its surroundings (Solo Raya), there exists more than 400 Small-Medium Enterprises (SMEs) that produce finished products of rattan. Due to the high procurement cost as total operational cost of raw rattan distribution network from the sources, e.g. Borneo and Celebes to the rattan industries, the competitiveness of their products is lower than products from other countries. Therefore, to overcome the problem, those costs should be reduced for example by aggregating the demand of rattan industries. This police needs to be supported by the warehouse for storing and distributing raw rattan. Hence, this research aims to develop a facility location-allocation model so that total supply chain costs, including raw rattan procurement costs as well as facilities opening and closing costs can be minimized. The location-allocation model will be presented in a mixed integer non-linear programming model and solved using MS-Excel Solver. The results are number and location of the warehouse along with the raw rattan allocation in the warehouse to ensure raw rattan supply for rattan industries.
ANALISA STUDI KELAYAKAN PENAMBAHAN MESIN CNC DENGAN METODE PROFITABILITY INDEX (PI) DI PT. USA SEROJA JAYA SHIPYARD BATAM Frisheila Sely Apriliana; Wahyudi Sutopo
PROFISIENSI : Jurnal Program Studi Teknik Industri Vol 5, No 1 (2017): PROFISIENSI JUNI 2017
Publisher : Universitas Riau Kepulauan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (358.279 KB) | DOI: 10.33373/profis.v5i1.1149

Abstract

Artikel ini membahas mengenai perbaikan artikel Rumiyanto dkk (2015) yang berjudul “Analisa studi kelayakan penambahan mesin CNC baru dengan metode NPV (Net Present Value) di PT UsdaSeroja Jaya Shipyard Batam”. Perbaikan yang dilakukan adalah menambahkan analisis sensitifitas menggunakan Profitability Index (PI). Hasil analisa kelayakan investasi pada paper sebelumnya adalahCNCESAB Columbus ErgostarExa 4000(B)dengannilaiNPV=US$40,399.05 0, IRR=15,67% ~ 15,95%, dan PP= 3 Tahun 9 Bulan 10 Tahun, sedangkan mesin CNC Honey Bee Hypertherm(A) nilaiNPV= US$5,488.66 0, IRR= 15,75% ~ 15,25%, danPP= 4 Tahun 5 Tahun. Kemudian dilakukan usulan perbaikan dengan menggunakan metode analisis Profitability Index (PI). Diketahui bahwa metode  Profitability Index dikenal juga dengan metode Benefit Cost Ratio (BCR). Dari hasil perhitungan Profitability Index didapatkan hasil bahwa CNC Honey Bee Hyperthermadalah9,202655733 ( 1) menunjukkan bahwa investasi mesin dapat diterima, sedangkanuntukCNC ESAB Columbus ErgostarExa 4000  adalah7,038200467 ( 1) menunjukkan bahwa investasi mesin dapat diterima. Jadi dapat disimpulkan bahwa kedua jenis mesin CNC tersebut layak untuk dilakukan investasi. 
Co-Authors -, Febrinata AGUS PURWANTO Ahad Ali Ahmad Rafi Adnanta Aji, Vania Putri Almira Husnun Nurhana Yasmono Amelia Rahma Dhani Mandala Andi Cakravastia Anis Maisyaroh Anita Andria Sari Apriliana, Frisheila Sely Aqidawati, Era Febriana Aqidawati, Era Febriana Aqil, Hilmy Ardiansyah, Rakhman Ari Nugroho Arien Heryansyah Astuti, Rina Wiji Ayu Pratiwi Ayusya Khoirun Nisa Azizah Aisyati Azizah Aisyati Azizah Hadny Quarrota A'yun B.B Louhenapessy Budhy Rahmawatie Cecilia Intan Wijayanti Chrissandhi, Erico Sofyan Christa Dian Pratiwi Cynthia Ayuningtyas Dana Prianjani Danang Miftahudin Pratama David Fu’ani Dewi Handayani Dewiningrum, Ayu Purnama Diah Rahmanasari Dian Aprilia Larasati Didiek Sri Wiyono Didiek Sri Wiyono Diesya, Stephani Diyah Dwi Nugraheni Dwi Indah Maryanie Dwi Indah Maryanie Dwi Setyo Sulistyono Eka Syafitri Eko Liquiddanu Eko Pujiyanto Eko Supriyanto Eko Supriyanto Endah Sulistyowati Era Febriana Aqidawati Ereika Arie Agassi Erliza, Ayu Euis Nurlathifah Evizal Abdul Kadir Fadhil Rafi Hidayat Fadlilah, Antika Adzary Sekar Fakhrina Fahma Fakhrina Fahma Fakhrina Fahma Fakhrina Fahma Fakhrina Fahma Fakhrina Fahma Farid Ishartomo Fathin Kusumo Pramesti Pudjiantoro Fauziah Amelia Ananda Febri Muhammad Rachadian Ferry Tri Susilo Fitri Purnamasari Frisca Pomalia Frisheila Sely Apriliana Hafid Maulana Hanif Ardian Hanun, Ilza Athiyatamimy Hastuti, Tiwik Tri Hisjam, Muh Hisjam, Muh. Hisjam, Muhammad I Wayan Suletra Iga Kusuma Wardani Ihwan Susila Jeehad Muhammad Joshua Vicky Kristiawan, Stefanus A. Kuncoro Sakti Pambudi Levinia Dian Laraswati, Levinia Dian Lintang Rainamaya Nursanti Louhenapessy, Bendjamin Lsa Aldira Hafidza M. Hisjam Mahesa Jenar Maisyaroh, Anis Marhana, Laily Mariana Sianipar Martha Widhi Dela Utami Maulidina Khairannisa Nunuh Maya Revanola Zainida Meidiana Faras Isnafitri Muh. Hisjam Muh. Hisjam Muh. Hisjam, Muh. Muhammad Hafiz Aditya Muhammad Hisjam Muhammad Hisjam Muhammad Hisjam Muhammad Hisjam Muhammad Hisjam Muhammad Hisjam Muhammad Hisyam Muhammad Iqbal Sulistyo Putra Muhammad Nizam Munifah Munifah Nabilah Nabilah Nancy Octyajati Natalianto, Yosua Naufal Ammar Nino Rahadian Novita Hadiningrum Novitria Arie Prabarini Nugraheni, Diyah Dwi Nur Atikah Nuryanto - Octa Untoro P., Yogie Budi Pramesti, Nidya Yutie Pramono, Wakit Prasetyo, Hoedi Pratiwi, Ayu Priyandari , Yusuf Priyanto - Pujiyanto, Eko Rahmatullah, Hasan Ravi Ramadhany A. T. Ratnasari, Sintya Renny Rochani Resia Atsiila Restiannisa, Kinanti Retno Wulan Damayanti Rina Wiji Astuti Rinanto, Andhy Ririn Widyastuti Rochani, Renny Romi Primadian Roni Zakaria Roni Zakaria Roni Zakaria Roni Zakaria Raung Sayyidah Maulidatul Afraah Sayyidah Maulidatul Afraah Sayyidah Maulidatul Afraah Senator Nur Bahagia Shamsuddin, Siti Mariyam Sherlinta Immanuella Silvi Istiqomah Siti Mariyam Shamsuddin Siti Mariyam Shamsuddin Sri Listia Rosa Srihono - Supriyanto, Eko T.M.A. Arisamadhi T.M.A. Arisamadhi Tasya Santi Rahmawati Teguh Juang Sinaga Wafiq Hasan Al Banna Wahyu Ani Maulidiyah Wardayanti, Ari Widha Windhira Widi Hartono Winanda Dyah Utari Yasmine Husna Arsyifa Yosua Natalianto Yudhistira, Rasyid Yuni Fitria Sari Yuniaristanto Yuniaristanto Yuniaristanto Yuniaristanto Yusuf Priyandari Zakaria, Roni Zakariya, Roni Zikri Haqqoni