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Journal : Sinergi

Drug forecasting and supply model design using Artificial Neural Network (ANN) and Continuous Review (r, q) to minimize total supply cost Izzati, Inaya; Sriwana, Iphov Kumala; Martini, Sri
SINERGI Vol 28, No 2 (2024)
Publisher : Universitas Mercu Buana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22441/sinergi.2024.2.002

Abstract

The Mentawai Islands Regency Regional General Hospital faces a significant challenge with an 83% overstock of Medical Consumables, leading to increased inventory costs and potential damage and expiration of items. This exceeds the 1% pharmaceutical drug storage standards the Ministry of Health set. This study aims to optimize demand forecasting and minimize total inventory costs through a two-stage process. Firstly, demand forecasting is conducted using Artificial Neural Network (ANN), predicting a future demand of 10,036 units of Medical Consumables. Subsequently, the optimal order quantity and reorder points are calculated using the continuous review (r, Q) approach. The results reveal the optimal order quantities and reorder points for four types of Medical Consumables. This research introduces a novel approach by employing ANN for demand forecasting, then calculating optimal order quantities and reorder points using continuous review (r, Q). The cost components considered in the inventory cost calculation include purchasing cost, holding cost, shortage cost, order cost, outdating cost, and inspection cost. The designed forecasting models aim to enhance inventory management efficiency, optimize cost control, and improve patient services. The limitation of this research is that it only used five types of consumable medical materials to carry out this research due to limited data access. It is hoped that future research can use other types of drugs as well as a periodic review and forecasting approach using GA.
Co-Authors - Winarni ., Humaidi Abdul Somad, Abdul Abrar Abrar Aflika, Dodi Agus Achmad Suhendra Agus Kusnayat Agus Suroso Aguscik, Aguscik Agustin, Rista Reza Virzinia Aldi Saputra, Muhammad Ambarita, Bernadetta Amela, Isti Ando, Aurellio X. L. Ani Melani Annisa, Dian Apirda, Dana Artayasa, I Made Arzeta, Audhiya Fachda Aslamiah, Khairul Asnin, Taqyya Naufinda Asrol, Muhammad Astogini, Dwiwiyati Athiutama, Ari Baidowi, Taufiq BAMBANG SUNARKO Boris , Jev Budimansyah , Arief Budimansyah, Arief Darmawan, Fathurridha Abdi Datti, Vegaisyah Mutia derang, imelda Destrianah, Muthi’ah Detiana, Detiana Dewanty, Aldarhena Putri Dharmawan, Muhammad Alfian Dino Caesaron Djunadi Djunaidi Dwi Ari WIbowo, Wahyu Eka Sri Yusmartini Ekaningtyas Widiastuti Eko Ariyanto Eko Supriyanto Elfidiah Elfidiah, Elfidiah Erliza Hambali Erna Yuliwati, Erna Fakhruddin, Muhammad Dzaki Famela, Famela Farama, Dodi Aflika Farhaeni, Mutria Febri, Fatmalina Febriani, Indra Firdaus, Yahya Anugrah Flora, Rostika Gaol, Hotmarina Lumban Garini, Queenadartha Vania Kusuma Gartika, Erni Ginting, Agustaria Ginting, Friska Sri Handayani Ginting, Nasipta Guntar, Elsita Lisnawati Hamidah, Siti Nur Haryanti, Eka Hendi, Muhamad Hery Kresnadi Hisaan, Gina Khairaatun Husni Amani I Nyoman Suarka I Wayan Cika Ice Saragih Ikop, Ridwan Ilma Mufidah Indah Yuliana Indyastuti, Nurhayati Iphov Kumala Sriwana IQBAL , MUHAMMAD Isa Isa Ismawati, Ayu Fitria Izzati, Inaya jamila Jamila Johan Fahal, Raden Jonizar, Jonizar Khairil Iksani Kharismadewi, Dian Kiagus Ahmad Roni Kimi, Sudirman Kimi, sudirman KOJONG, MAXI Kosasih, Risya Rahmasari Kusuma, Muhammad Rafi Lady Sheba Angelina Purba Lagarense, Bet El Lorenza, Hilma Efrina M.T, Jonizar Malian, Syukri manik, risda mariana Marhaini Marimin Marimin Marta, Nur Aeni Martalina, Wulan Meilina Meilina, Meilina Mira Rahayu Mohammad Deni Akbar Muh. Yusram Massijaya Muhammad Bolkiah Muttaqin, Muhammad Bolkiah Muhammad, Fadhel Muliya Nabila, Azzahra Yandra Nabilah, Putri Najakh, Akhmad Khoyrun Ningsih, Ratna Novita, Nesi Novitarum, Lilis Nugraha, Evan Nurfikri, Rafly Ahmad NURFITRI, TITI Nursanti, Rina Nusaibah, Annida Allim Oktaviance, R Pandiangan, Angelika Pane, Jagentar Paramitha, Vanya Amabella Marsha Pastari, Marta Pastuty, Rosyati Pebriani, Indra Prami, Anak Agung Istri Ngurah Dyah Prasetyo, Bagas Prasetyowati, Dwi Indah Putraningtyas, Margaretha Elya Lim Putri, Shafa Jasmina Anggita Putu Suastini, Ni Luh Raihannatullah, Muhammad Rio Aurachman Risnawati Tanjung Rizki Firdaus, Muhammad Aditya Rohaya, Rohaya Rohayati, Titin Rudiana Agustini Safriyana, Safriyana Santosa, Firdaus Hadi Sapondra Wijaya, Sapondra Saragih, Elselina Sendow, Jelly Septiaranisi, Eci Dwi Setiawan, Sapphira Rizkitania Setiawati, Desy Siallagan, Ance Sijabat, Anita Simanullang, Murni Sari Dewi Simbolon, Frans Santo Simorangkir, Lindawati SINAGA, AMANDO Sinurat, Samfriati Sitanggang, Rosintan Siti Helmyati Soewito, Bambang Sonlimar mangunsong Sri Endriyani, Sri Sri Hartati Sri Murni Setyawati Sri Untari Sulaiman Sulaiman Sulistyandari, Sulistyandari Sumastri, Heni Supardi, ZA Imam Suprida, Suprida Susmini, Susmini Tampubolon, Lindawati Farida Tatang Mulyana TATI NURHAYATI Tondang, Gryttha Trisna, Efa Tumanggor, Lili Suryani Ulfa, Msy Hartina Uliya, Endang Utari, Ririn Walandouw, Lindo Wibowo, Wahyu Dwi Ari Wisnu Sunarto Yadi, Nadi April Yuka, Aprilia Ayu Shinta Yuliwati, Erna - Yunike, Yunike Yusuf Nugroho Doyo Yekti Yuza, Okta Della Zulkarnain, Mohammad