An Evaluation of Group Scheduling Heuristics in a Flow-Line Manufacturing Cell
Abstract. When a company adopts cellular manufacturing and creates a ce ll,
one operational problem that must be addressed is how to schedule parts within
the cell. Many studies have investigated scheduling rules in a cellular
manufacturing environment. However, there has been little consensus on the
best sc heduling rule to use. To address this lack of consensus, this study
evaluated the best scheduling rules from most of these studies in a flow-line
cell. The impact of two environmental factors, setup to runtime ratio and
number of part families, was also investigated. Out of the five best
scheduling rules found, three of these had not been investigated in previous
group scheduling studies. The scheduling rule that most often performed best
was selecting the part family with the most waiting jobs and sequencing these
jobs in shortest processing time order, a relatively simple rule. The more
complex rules generally showed poorer performance.
Abstract. Why have results of Cellular Manufacturing (CM) implementations
been so diverse? Why after three decades do the conditions for the economic
viability of Group Technology remain unresolved? The authors interpret the above as evidence that present Cellular Manufacturing concepts and methodology are faulty due to the following:
1. The vast majority of cell formation techniques are suboptimizing CM
designs by ignoring the primary objective of CM, setup reduction, or confounding this objective with other objectives.
2. No present methods of cell formation and few scheduling techniques
consider sequential dependencies of setups and instead make general assumptions
that are in many situations invalid. The purposes of this article are to
focus attention on the primary objective of CM, offer reasons why present CM
design methods fail to consistently attain the acclaimed benefits of CM, and
offer tenets for successful CM designs.
Seed Selection Procedures for Cell Formation Heuristics
Abstract. The choice of seed machines can have a great impact on
the final
solution of cell formation heuristi
cs. In this study, several seed selection
rules were compared using the ODCC heuristic. An alternative cell formation
approach using the ODCC heuristic was formalized and is described.
Computational results show that this ëBRSí
approach can often yield
optimal
solutions.
A Procedure for Dealing with Multiple Objectives in Cell Formation
Decisions
Abstract. A procedure for dealing with multiple objectives in
cell formation
decisions
is proposed. Theoretical foundations from multiobjective decision
making have been utilized to provide a framework for the study. The purpose
of the study is to develop a procedure that provides managers with a means of
developing multiple
objective cell formation decisions as an alternative to
intractable integer programming models. We use a best of random seeds
heuristic to generate a large number of alternatives. Nondominated solution
theory is used to develop a list of pot
entially useful alternatives. Finally,
preference cone theory is used to aid decision maker selection from these
nondominated alternatives. Each of these three technologies have been
developed elsewhere. This study considers aspects of appl
ying these
technologies to cell formation decsisions. The procedure and its theoretical
underpinnings are explained step-by-step and illustrated in a four-objective,
four-cell, 24-machine, and 50-part cell formation problem. The example c
ontains 12 nondominated solutions and requires only four pairwise comparisons
of nondominated solutions by a decision maker before convergence to the
preferred solution. Computer processing requirements are not burdensome, and
decision maker
participation is expected to be efficient.
From Job Shops to Manufacturing Cells
Abstract. This
paper
attempts to bring an understanding of what cellular
manufacturing (CM) is and is not, its advantages and disadvantages, the nature
of manufacturing cells in industry today, and the characteristics of parts
which are appropriate for CM. Additionally, the issue of whether readers
should consider converting some job shop operations to manufacturing cells and
how they c
ould go about actually formaing the cells is discussed.