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Pemanfaatan Artificial Neural Network dan Fuzzy Inventory Model untuk Penentuan Persediaan Pengaman Lussa, Mila Oktaviyani; Marie, Iveline Anne
Krea-TIF: Jurnal Teknik Informatika Vol 7 No 2 (2019)
Publisher : Fakultas Teknik dan Sains, Universitas Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (2488.002 KB) | DOI: 10.32832/kreatif.v7i2.2235

Abstract

PT XYZ merupakan perusahaan yang memproduksi kemasan dalam bentuk kaleng dan tutup botol dengan produk crown caps guiness yang memiliki permintaan tertinggi. Penentuan persediaan pengaman (safety stock) produk jadi yang dilakukan perusahaan saat ini kurang tepat sehingga menyebabkan tingginya biaya simpan produk jadi. Penelitian ini bertujuan untuk memberikan usulan metode peramalan permintaan produk jadi menggunakan metode Artificial Neural Network (ANN) Backpropagation serta penentuan persediaan pengaman produk jadi menggunakan model Fuzzy Inventory. Peramalan permintaan menggunakan ANN Backpropagation diawali dengan tahap normalisasi data permintaan dilanjutkan dengan pelatihan untuk menentukan arsitektur jaringan terbaik. Berikutnya penentuan persediaan pengaman produk jadi dengan menggunakan model fuzzy inventory, dilakukan dengan menentukan input, output, fungsi keanggotaan, dan parameter untuk mendapatkan persediaan pengaman produk jadi. Berdasarkan hasil perhitungan penentuan persediaan produk jadi dilakukan perhitungan biaya simpan produk jadi. Usulan perbaikan memberikan penghematan biaya produk jadi sebesar 72% yaitu senilai Rp. 4,743,471 dibandingkan kondisi saat ini
PELATIHAN ORGANISASI DOKUMEN UNTUK MENDUKUNG EFEKTIVITAS WORK FROM HOME (WFH) PADA DEPOK CREATIVE WOMAN Marie, Iveline Anne; Adisuwiryo, Sucipto; Witonohadi, Amal; Najih, Muhammad; Caesar, Marcel Patulus
Jurnal Abdi Masyarakat Indonesia (JAMIN) Vol 5 No 1 (2023): JURNAL ABDI MASYARAKAT INDONESIA (JAMIN)
Publisher : Universitas Trisakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25105/jamin.v5i1.10255

Abstract

The impact of the Covid-19 Pandemic has resulted in changes in lifestyle and activities. This is also felt by entrepreneurs who are members of Depok Creative Woman and partners in the Community Service Program. The problems faced by partners are how to use information technology and Google Drive, which can be used to create and store documents that can be accessed and edited online together in WFH situations, how to create and distribute questionnaires that can be used online, what are the security factors that need to be considered in the use of information technology online, as well as how to use information technology in offline internet conditions. This activity aims to provide training on organizing documents to support the effectiveness of WFH activities for partners. The activity plan begins with the identification of partner problems. Next, the activity team is coordinated to find solutions to problems and assignments by team members. Implementation of activities utilizes the video conference Zoom application to explain and practice partners how to utilize information technology related to organizing documents to support the effectiveness of WFH activities. Based on the results of 18 respondents, it is known that 100% of respondents stated that training on uploading documents to Google Drive was beneficial for small and medium businesses/business activities.
The Effect of Supply Chain Integration, Agility, Sustainability on Supply Chain Performance Mediated by Supply Chain Robustness and Resilience in Logistics Companies in Java Island Anni Kholila Harahap; Iveline Anne Marie
Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE) Vol 8 No 2 (2025): Sharia Economics
Publisher : Universitas KH. Abdul Chalim Mojokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31538/iijse.v8i2.6433

Abstract

Java Island contributes 57.05% to the Indonesian economy, with the logistics sector as one of the main contributors (13.96%) through transportation and warehousing. However, this sector faces challenges in the form of high logistics costs. Logistics performance, as measured by the Logistics Performance Index (LPI), shows a downward trend in Indonesia. This study aims to analyze the influence of integration, agility, robustness, resilience, and sustainability supply chain on supply chain performance. Using a hypothesis testing approach with Structural Equation Modeling (SEM) through the AMOS program, primary data were collected from 289 logistics sector employees in Java Island using the technique of purposive sampling. The results of the study show a positive influence of supply chain integration on agility, resilience, resilience, and sustainability. Agility affects supply chain resilience and performance, while resilience also affects supply chain performance. However, there was no positive influence of resilience on resilience, resilience on performance, or integration on performance through resilience. Sustainability has the strongest influence on supply chain performance (0.834) compared to other factors. This study is limited to the logistics industry in Java Island, and it is recommended that similar studies be conducted in other sectors or regions to broaden insights. This study contributes to the supply chain literature and provides practical implications for logistics companies.
Co-Authors A.A. Ketut Agung Cahyawan W Adi Sucipto, Adi Adianto Adianto Adianto Adianto Ahmad Farhan Ahmad Farhan Ahmad Farhan, Ahmad Ahsan Khalfani Sabara Amal Witonohadi Amal Witonohadi Amal Witonohadi Andi Arni Soraya Anni Kholila Harahap Annisa Dewi Akbari, Annisa Dewi Annisa Widya Putri Annisa Widya Putri Annisa Widya Putri Anung B. Aribowo Auliya Dewi Oktriana Baehaqi Bella Suciana Istiqomah Bella Suciana Istiqomah, Bella Suciana Caesar, Marcel Patulus Cindy Claudia Cindy Claudia, Cindy Dadan Umar Daihani Dara Mustika Dedy Sugiarto Dewayana, Triwulandari Satitidjati Dewi Nilamsari Didien Suhardini Djohar Tjintamani Docki Saraswati Dorina Hetharia Dorina Hetharia Emelia Sari Eriyatno . Erna Regina Supriatna Fani Puspitasari Fani Puspitasari Ferian Rizkyka Triswara Gunawan, Akbar Gusni Muharam Habyba, Anik Nur Hartini Henry Candra Idriwal Mayusda Ilham, Ahmad Indah Permata Sari Indah Permata Sari Intan Emeralda Iphov Kumala Sriwana Isnaeni Nabilah Isnaeni Nabilah Iwan Purwanto Iwan Purwanto Jeany Fadhilah Agatha Siahaan Juliana Josephina Alexsandra Kadarsah Suryadi Kemala Sari, Debbie Khairunisa, Rahmi Laser Narindro Lukmanul Hakim Lukmanul Hakim Lussa, Mila Oktaviyani Marcel Patulus Caesar Maulana, Ihram Mohammad Ali Wafa Monika Tangel Muhammad Aditya Putra Muhammad Aditya Putra Muhammad Aditya Putra Muhammad Daffa Alrifqi Muhammad Najih N. Nilla Nabila, Shadrina Putri Najih, Muhammad Nilla Nilla Nilla, N. Nilla, Nilla Nora Azm Nora Azmi Nora Azmi Nora Azmi Novia Rahmawati Novia Rahmawati Novia Rahmawati Nue Jihan Widayanti Nur Azizah Putri Utami Parwadi Moengin Parwadi Moengin PUDJI ASTUTI Pudji Astuti Puspa, Sofia Debi Puspitasari, Fani Rachman Catur Kurniawan Rahmi Khairunisa Ratna Mira Yojana Ratnaningsih Ruhiyat Rina Fitriana Rina Fitriana, Rina Rosi Theresia Rumlaklak, Marchel P Silvi Ariyanti Siska Herliana Sofia Debi Puspa Sucipto Adi Suwiryo Suhartati Agoes Suhendi Suhendi Suprana, Yayang Ade Suryana, Yunita Friscilia Susan Sulaiman Susan Sulaiman Teofilus Nathanael Chaiyadi Teofilus Nathanael Chaiyadi Teofilus Nathanael Chaiyadi Tiena Gustina Amran Tono Sukarnoto Tono Sukarnoto, Tono Triwulandari Satitidjati Dewayana Triwulandari Satitidjati Dewayana Triwulandari SD, Triwulandari Wahyuningsih Santoso Wayan Rendy Armilando Widayanti, Nue Jihan Winnie Septiani Yandra Arkeman Yayang Ade Suprana Yayang Ade Suprana Yojana, Ratna Mira Yudha Melianto Yulius .