Proceedings of the 2006 Winter Simulation Conference
L. F. Perrone, F. P. Wieland, J. Liu, B. G. Lawson, D. M. Nicol, and R. M. Fujimoto, eds.
ABSTRACT
Intel’s Fab-18 is based in Israel, and has transitioned from
producing 0.18-micron logic devices to producing 90nM
flash products. During this transition period, the factory
has de-ramped in volume of logic while ramping-up flash.
AutoSched AP software was utilized for the development
of a transient simulation model of the Fab’s behavior dur-
ing this period. It is the first attempt, at Intel, to utilize a
full factory simulation in order to analyze and support de-
cisions that pertain to a transient period of parallel de-ramp
and ramp-up of technologies. Unlike typical simulation
models for the analysis of factory performance and behav-
ior in steady-state, the transient model poses several mod-
eling challenges and requires major adjustments in dealing
with these challenges. In this paper, we discuss those as-
pects. The benefits and contribution of such a model to de-
cision making and the improvement of factory perform-
ance are also presented.
1 BACKGROUND
A semiconductor manufacturing process is a complex
manufacturing process. It typically consists of hundreds of
production stages (or process steps), performed by dozens
of different tool types, on a highly reentrant process flow
and with various technology and operational restrictions
such as queue time and layers/tools restrictions, over a high
mixture of products processed simultaneously.
Given the stochastic nature of the process, resulting
from the variability in processing times and, primarily, the
relatively significant portions of downtime of the tools per-
forming the process steps, it should come as no surprise
that simulation models have been used over the years to
investigate the environments of semiconductor manufac-
turing.
However, these models have been extensively utilized
to evaluate the effects and behavior of various operating
environments during steady-state. Specific examples of
steady-state simulations used in semiconductor manufac-
turing can be found in Allen et al. (1999) or DeJong and
Fischbein (2000). Kalir and Avidan (2001) developed a
simulation for the ramp of a new Fab in order to enhance
the static capacity analysis. Their model demonstrated a
method by which a full factory simulation was used to
identify tools that might be regular limiters as a result of
WIP flow, even if the static analysis showed there is suffi-
cient capacity and did not elevate these tools as potential
constraints throughout the ramp-up period of a new Fab.
In this paper, we describe an extension of the above
efforts, by demonstrating the utilization of a full factory
simulation in order to analyze and support decisions that
pertain to a transient period of parallel de-ramp and ramp-
up of technologies in an existing Fab. Unlike the above
references to typical simulation models for the analysis of
factory performance and behavior in steady-state, or even
the ramp of a new Fab, the transient model for parallel de-
ramp and ramp-up’s of technologies in an existing Fab,
poses several modeling challenges, which are discussed in
this paper.
The rest of the paper uses the following abbreviations:
WSA (Wafers Starts Achievable), WIP (Work In Process),
and WSPW (Wafer Starts Per Week).
2 PROBLEM STATEMENT
During year 2005, Intel’s Fab-18 was facing a major chal-
lenge of decreasing the volume of logic technology while
ramping up volumes of chipset technology. The transition
of moving from one technology to another occurred with
very tight capacity due to high demand on the logic process
that created some unexpected upsides in the required chip-
set capacity. Towards the end of 2005, Fab-18 was faced
with an additional challenge of starting-up a new flash
technology. The need for aggressive start-up of the new
technology has been driven by customer demands. The
combination of increases in the required chipset capacity
and the need for a fast ramp-up of flash, under the same
clean-room space restrictions, resulted in a unique situation
that the new flash technology had to be ramped with many
A FULL FACTORY TRANSIENT SIMULATION MODEL FOR THE ANALYSIS
OF EXPECTED PERFORMANCE IN A TRANSITION PERIOD
Moti Klein
Adar Kalir
Intel Corporation
Qiriat-Gat, ISRAEL
1836 1-4244-0501-7/06/$20.00 ©2006 IEEE