Model Pengelolaan Persediaan Darah untuk Palang Merah Indonesia dengan Pendekatan Agent-Based Modelling

Aziz, Muhammad Tareq (2019) Model Pengelolaan Persediaan Darah untuk Palang Merah Indonesia dengan Pendekatan Agent-Based Modelling. Undergraduate thesis, Institut Teknologi Sepuluh Nopember.

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Abstract

Darah merupakan produk yang butuh penanganan khusus, terdiri dari berbagai macam jenis komponen dan tipe, dan tergolong ke dalam barang yang mudah rusak. Selain itu terdapat fenomena ketidakpastian dari kebutuhan dan jumlah pendonor. Keunikan dan peran darah yang sangat vital dalam kehidupan menjadi tantangan tersendiri untuk mengelola rantai pasok dari darah itu sendiri. Penelitian ini bertujuan mengembangkan model simulasi pada sistem pengelolaan rantai pasok darah sebagai alat evaluasi dan mengusulkan solusi berupa persediaan darah yang terkoordinasi antar UTD-PMI di Jawa Timur. Model dibangun dengan pendekatan Agent-Based Modelling & Simulation (ABMS) dan terdapat 7 skenario yang dimunculkan. Data sampel yang dihasilkan simulasi dianalisa secara statistik dengan pengujian Bonferroni. Berdasarkan hasil simulasi, skenario 7 mampu meurunkan nilai shortage menjadi 27% untuk komponen darah PRC dari sebelumnya 29% dan 31% untuk komponen darah TC dari sebelumnya 32%. ================================================================================================ Blood is a product that needs special handling, consisting of various types of components and category, and classified into perishable product. In addition, there is a phenomenon of uncertainty about the needs and the number of donors. The uniqueness and the vital role of blood in life is a challenge for managing the supply chain of the blood itself. This study aims to develop a simulation model on the blood supply chain management system as an evaluation tool and propose a solution in the form of coordinated blood inventory management between Indonesian Red Cross in East Java. The model was built using the Agent-Based Modeling & Simulation (ABMS) approach and there were 7 scenarios raised. The sample data produced by the simulation were analyzed statistically by Bonferroni test. Based on the simulation results, 7thscenariois able to reduce the shortage value down to 27% for PRC blood components from 29% and 31% for TC blood components from 32% previously.

Item Type: Thesis (Undergraduate)
Additional Information: RSI 658.787 Azi m-1 2019
Uncontrolled Keywords: Agent-based Modelling and Simulation, Persediaan Darah Terkoordinasi, UTD-PMI Jawa Timur.
Subjects: H Social Sciences > HD Industries. Land use. Labor > HD55 Inventory control
Divisions: Faculty of Industrial Technology > Industrial Engineering > 26201-(S1) Undergraduate Thesis
Depositing User: Muhammad Tareq Aziz
Date Deposited: 19 Jul 2021 02:31
Last Modified: 19 Jul 2021 02:31
URI: https://repository.its.ac.id/id/eprint/61019

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