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All Journal Jurnal Presipitasi : Media Komunikasi dan Pengembangan Teknik Lingkungan JURNAL ILMIAH MANAJEMEN & BISNIS JMM17: Jurnal Ilmu Ekonomi dan Manajemen Infotech Journal Jurnal Ilmiah Manajemen dan Bisnis (JIMB) IKRA-ITH ABDIMAS IKRA-ITH EKONOMIKA Jurnal INTECH Teknik Industri Universitas Serang Raya TEKNOLOGIA Majalah Ilmiah Bijak Transparansi Jurnal Ilmiah Ilmu Administrasi Matrik : Jurnal Manajemen dan Teknik Industri Produksi Logistik Jurnal Komunitas: Jurnal Pengabidian Kepada Masyarakat Jurnal Manajemen Transportasi & Logistik (JMTRANSLOG) Indonesian Journal Of Energy And Mineral Jurnal Ilmiah Teknik Informatika (TEKINFO) JESCEE- Journal of Emerging Supply Chain, Clean Energy, and Process Engineering
Yelita Anggiane Iskandar
Universitas Pertamina
Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Mathematics Mechanical Engineering Public Health Social Sciences Transportation Other

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Optimasi Biaya Distribusi pada UMKM Produsen Keripik Pisang Lokal melalui Model Transportasi Menggunakan LINGO Yelita Anggiane Iskandar; Herry Kartika Gandhi; Alyaa Aina Azzahra; Sava Aulia Atthaya; Aulia Nisa Ramadani; Nur Ekha Azka Rasidah; Rexalis Athaya Putri
Jurnal Ilmiah Teknik Informatika (TEKINFO) Vol. 27 No. 1 (2026): TEKINFO Vol 27 No 1 April 2026
Publisher : Fakultas Teknik Universitas Persada Indonesia YAI

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Abstract

Distribution is one of the key activities in the operations of Micro, Small, and Medium Enterprises(MSMEs) because it directly affects operational costs and business competitiveness. SomeMSMEs, such as Dapur Mama, still determine distribution patterns based on habitual practiceswithout quantitative calculations, which may lead to cost inefficiencies. This study aims to optimizethe distribution cost of Keripik Pisang Jawara products using a transportation model approach.The method applied is Integer Linear Programming (ILP), solved with the assistance of LINGOsoftware. Research data were obtained through interviews with the MSME management, includingwarehouse capacity, demand at each destination, and unit distribution costs. The results show thatthe transportation model can determine an optimal distribution pattern that minimizes totaldistribution costs without violating capacity and demand constraints. The optimal solution yieldsa minimum total distribution cost of 20,940 cost units. Therefore, the ILP-based transportationmodel is proven effective in improving distribution cost efficiency and can serve as a decisionsupporttool for MSMEs.
Analisis Kinerja Distribusi Tempe UMKM Menggunakan Discrete Event Simulation: Studi Kasus Indragiri Hulu Yelita Anggiane Iskandar; Ahmad Faisal Dahlan; Nanda Ruswandi; Syathirastra Sakhiyllani Rachman; Indriani Syafira; Army Wahyu Ramadhani; Fyinkha Vanessia Lumban Tobing
Jurnal Ilmiah Teknik Informatika (TEKINFO) Vol. 27 No. 1 (2026): TEKINFO Vol 27 No 1 April 2026
Publisher : Fakultas Teknik Universitas Persada Indonesia YAI

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Abstract

The tempeh distribution system in micro, small, and medium enterprises (MSMEs) often facesimbalances in internal process capacity, leading to increased waiting times and order backlogs.This study aims to model and analyze the performance of the tempeh distribution system inIndragiri Hulu Regency using a Discrete Event Simulation (DES) approach. The simulation modelwas developed using ProModel software to represent the operational flow of order receiving,packaging, inspection, and delivery processes based on actual operating conditions. The analysiswas conducted using a baseline scenario and one proposed improvement scenario, withperformance indicators including location utilization, waiting time, and work in process (WIP).The simulation results indicate that in the baseline scenario a bottleneck occurs at the packagingprocess, characterized by a very high level of location utilization. The proposed scenario reducesthe workload pressure on the packaging stage and improves the distribution of system workload,although capacity utilization in the inspection and delivery stages remains relatively low. Thesefindings demonstrate that the DES approach is effective for identifying system bottlenecks andevaluating improvement alternatives in MSME-scale tempeh distribution systems.
Co-Authors Ade Irawan Adji Candra Kurniawan Adji Candra Kurniawan (Universitas Pertamina) Ahmad Faisal Dahlan Alda Putri Amro Alghifari Rasyid Zola Alyaa Aina Azzahra Andi Nur Shafirah Ramdhani Abidin Anggita Adiani Putri Anissa Widiyanti Argya Fauziah Tansy Arif Irawan Army Wahyu Ramadhani Aulia Nisa Ramadani Aviva Ilsanti Putri Carissa Rahmadani Zahra Charissa Marelda Nugraha Dedy Ramadhan Frieska Haridha Fyinkha Vanessia Lumban Tobing Gita Kurnia Hanum Parinduri Nugroho Herry Kartika Gandhi Ika Dyah Widharyanti Indriani Syafira Irvan Miftahul Khair Ismi Nur Sabani Jermal Jedi Akeyla Lailatul Fitriani Laksamana Sakti Luki Trihardini May Putri Fadillah May Putri Fadillah Mega Rizkah Sudiar Mirna Lusiani Mirna Lusiani Nadia Carolina Nanda Ruswandi Nazwa Adelia Putri Nur Annisa Amalia Nur Ekha Azka Rasidah Nur Layli Rachmawati Nur Layli Rachmawati Nur Layli Rachmawati Oktania Purba Putri Amelia Putri Monika Pratami Radiyan Agus Firmansyah Rahesya Putera Syailendra Rahmad Inca Liperda Raihan Akira Rahmaputra Ravi Prananda Kurniawan Ravi Prananda Rinaldy Resha Khairunnisa Resista Vikaliana Resista Vikaliana Rexalis Athaya Putri Sarah Nur Azizah Sava Aulia Atthaya Sayyid Firous Taufiqulhaqiem Silvia Dian Anggraeni Sindi Nasratul Huda Sri Nuraini Stenlee Rolandiaz Stenlee Rollandiaz Sukarno, Iwan Syathirastra Sakhiyllani Rachman Tito Altis Irawan Tito Altis Irawan Wegik Dwi Prasetyo Yesa Alya Jovanka Rial Zahra Ashshabrina Zetira Barges