Comparison of parallel kanban-base stock system to control multi-product multi-stage production with rework through simulation
Loading...
Date
2016-04-01
Authors
Shaliza Azreen Mustafa
Journal Title
Journal ISSN
Volume Title
Publisher
Abstract
A recent globalization challenge compels manufacturing industries to offer a
large variety of products with varied demands to suit their customers’ needs.
However, these complex scenarios have led to high work-in-process (WIP) and defects, thus inspires many researches to investigate the optimum ways to manage this complex manufacturing system within the scope of production control system
(PCS). Most research in PCS has previously focused on the ideal production system
and rework is seldom being considered.This study aims to develop and to evaluate the performance of a new hybrid PCS known as Parallel Kanban-Base stock (PKB) system to regulate a multi-product multi-stage production with the entrance of
rework. In contrast to the original hybrid kanban-base stock system, PKB system
takes into account of three variants. First variant are two classes of the product
families known as high-runner (HR) and low-runner (LR) based on the demand of
the product mix. The second variant is the variations of dispatch rules to regulate
product families categorized as high runner-low runner (HL) and low runner-high
runner (LH). Third variant considered was two rework entrance policies classified as
merge (MR) and original (OR). The studied systemshave been modeled using
discrete-event simulation. The simulation results are analyzed based on statistical
methods including analysis of variance, regression and response surface
methodology. The selection of related parameters, variables and performance
measures is relatively based on literature study and current practice of a case study
company. This study has been divided into three cases. For Case 1, among rework
entrance policies, predominantly MR rework entrance policy yields more desirable results as observed within the performance measures, compared to OR rework
entrance policy. For Case 2, the results revealed that PKB system with different
customer demands shows HL dispatch rule is superior to LH dispatch rule. For Case
3, PKB-HL-MR gives the optimum results compared to other models. Overall
findings show that PKB system possesses the advantage of a Base stock System (for
LR) by causing an approximately 1.3% higher total output and the advantage of a
Kanban System (for HR) by having controllable WIP levels. Significantly, this
research contributes to the knowledge in the area of PCS in multi-product multi-stage
environment considering reworking process.For future research, this work can be
extended to the analysis of more complicated system configurations such as a
machine breakdown and run the simulation model for various types of industries.