Proposed Control of Raw Material Inventory in Condition of Not Required With Fuzzy Mamdani Method in Cv. Pinus Bag's Specialist

Agus Hindarto Wibowo,Joko Susetyo,Titin Isna Oesman,Muhammad Yuda Aliffian

doi:10.31940/logic.v20i3.1835

Abstract

CV. Pine Bag’s Specialist is a business engaged in the manufacturing of various types of bags. One of the bags made in the form of a backpack. Parachute fabric is the main raw material for making backpacks. Uncertain demand causes a lot of accumulation (over stock) of raw materials in the storage area, so we need a method of supporting raw material inventory control to determine the optimal order. The research objective determines the optimal ordering of raw materials using variable raw material demand, raw material inventory variables and ordering variables in January the first week to March the fourth week. The Fuzzy Mamdani method used in this study because it has a flexible nature and can overcome the problem of uncertainty. The data processing of the Fuzzy Mamdani method carried out in several stages (a) the formation of the Fuzzy set, (b) the application of the implication function, (c) the composition of the rules, (d) Defuzzification. Defuzzification in research uses the centroid method. The results of Fuzzy Mamdani's manual calculation in January of the first week with input of raw material demand of 666 meters and 126 meters of inventory resulted in an optimal prediction of ordering raw materials of 876 meters. Calculations for January the second week to March the fourth week are performed with the help of the Matlab R2013a Fuzzy Toolbox software. The results of prediction data evaluation on the number of raw material orders Fuzzy Mamdani with actual data on the raw material number ordering CV. Pine Bag’s Specialist, it is known that the average absolute error (MAE) is 193.8 meters with an average percentage of absolute error (MAPE) of 22%. So, it is said that the level of accuracy of predictions is reasonable. Future research is expected in the Fuzzy Mamdani method can be used more than two inputs and one output and the addition of linguistic variables. Combine the Fuzzy Mamdani method with other raw material inventory control methods so that the results obtained are getting better.

Highlights

The main raw material used in the manufacture of backpacks in the form of cloth called parachute fabric
The simple method used in determining the ordering of parachute fabric raw materials by estimating the amount of demand for parachute
Fuzzy logic uses Fuzzy set theory which considers the degree of membership as a determinant of the state of the elements in a Fuzzy set

Summary

Introduction

Pin Bag's Specialist is a company engaged in the manufacturing industry of various types of bags. Backpack is one type of bag that made. The main raw material used in the manufacture of backpacks in the form of cloth called parachute fabric. Companies in making decisions using simple methods manually and based on experience in determining the ordering of raw materials for parachute fabric needed. The simple method used in determining the ordering of parachute fabric raw materials by estimating the amount of demand for parachute

Methods

Results

Discussion

Conclusion