© 2011, Global Institute of
Flexible Systems Management
Flexible
System
giftjourn@l
Global Journal of
Flexible Systems Management
2011, Vol. 12, Nos. 1 & 2, pp 81-89
Introduction
Increased global competition attracted the business leaders
and policy makers to turn their attention towards
productivity and quality issues. In the present competitive
scenario, manufacturing industries are facing great
challenges for their survival. In the modern manufacturing
environment, FMSs have evolved to meet the globalized
market challenges. The particular characteristic of FMS is
its capacity to operate effectively and efficiently under the
changing market and technological production conditions
(Angelo et al., 1996). Gupta and Buzacott (1989) observed
that there is no uniformly agreed definition of the term FMS.
According to Stockton and Bateman (1995), flexibility is
the ability of a manufacturing system to change quickly and
economically between existing part types, operation routes
of components, operations on a component, production
volumes, and capability to add new part types and new
processes to the system. The flexibility is gained at the
Performance Optimization of an Imbalanced Flexible
Manufacturing System Using Taguchi Approach
Ravindra Kumar
Mechanical & Automation Engineering Department, GPM College of Engineering, Delhi. India
E-mail address: ravi3000@gmail.com
Abid Haleem
Mechanical Engineering Department, Jamia Millia Islamia, Delhi. India
Suresh K. Garg
Production & Industrial Engineering Department, Delhi Technological University, Delhi. India
Rajesh K. Singh
Indian Institute of Foreign Trade, Delhi. India
Abstract
Considering the diverse range of manufacturing capabilities of modern manufacturing systems, uniform distribution of load on
the workstations (WSs) is difficult to achieve as some of the WSs are required to process more parts than others or sometimes
processing time of a WS can differ from one part to the other. These situations lead to unbalancing of the manufacturing
system. The objective of this paper is to study and optimize the performance of an imbalanced Flexible Manufacturing System
(FMS) under different operating environments. The FMS under consideration manufactures three types of parts having different
processing characteristics. The experimental variables for the study are buffer capacities at the WSs, reduction in processing time
of bottleneck WS, WSs processing time distribution, and parts release control. Throughput, average work-in-process (AWIP) and
Average Throughput Time (ATT) are taken as performance measures.
Taguchi approach is used to analyze the effects of above variables and establish the combinations of best factor levels to get the
optimal performance. All variables are found to affect the performance to some extent. Reduction in processing time of the
bottleneck WS and processing time distribution affected the performance of the system severely. The best factor level combinations
differ for parts having different processing characteristics. This paper may help industry in analyzing the performance of an
imbalanced FMS.
Keywords: bottleneck, buffer capacity, imbalanced flexible manufacturing system, parts release control, taguchi,
workstation
expense of a complex control system required to control the
processing workstations and the material handling system.
FMS is an integration of Computerized Numerical
Control (CNC) machines and a material handling system.
The three primary parts of the system are CNC machine
centers with automated tool changes, a material handling
system and a mainframe computer to control the overall
system. According to Klahorst (1981), FMS is a group of
machines and related equipments brought together to process
a group or family of parts and includes some primary and
secondary components for a complete FMS. Ranky (1983)
has defined an FMS as a system dealing with high level
distributed data processing and automated material flow
using computer-controlled machines, assembly cells,
industrial robots, inspection machines and so on, together
with computer integrated material-handling and storage
systems. Meredith (1989) has been defined FMS as “a group
of machines and related equipments brought together to