The Optware business modeling
software is specifically designed for the fiber
procurement task. The scope of the system includes pulp wood, chip
purchase options, pulp purchase options, recycled fiber
options, transportation costs, chipmill conversion
processes, by-product yields, chip loading and
transportation constraints, inventory management, energy
production from wood waste, and pulping processes. The
system is designed to maximize financial return subject to
the business constraints, process flows, revenues and
costs. The central technology that drives the system is a
powerful linear-programming-based optimizer.
People familiar with the industry are aware that
"all chips are not created equal". Chip geometry
and fraction (size distribution) varies significantly by
species and chipper. Moisture content can also vary
substantially between chip sources depending on how the
fiber is treated after harvest as well as storage
conditions, and handling practices.
Pulping processes are different at each mill.
Manufacturers produce a number of paper products ranging from tissue to
containerboard. Pulping processes can vary substantially
even within a product line in terms of the chemicals and
machinery used. Some pulping processes can more
efficiently handle smaller chip fractions including pins
and fines.
A client in Mississippi manages procurement for a
region that includes a number of paper mills. Fiber is obtained from hundreds
of suppliers. Traditionally the procurement task was
simply defined; "Purchase an adequate volume of fiber at
the lowest cost". However, this task is much easier to
describe than it is to successfully implement. There are
literally thousands of variables and constraints in this
decision environment.
Until the installation of the Optware System
(internally referred to as the basin management system) it
was very difficult to manage the "fine points"
of fiber sourcing such as chip quality and moisture
content not to mention interactions with energy production
and pulping. A fractional percentage improvement in yield
translates into millions of dollars in cost savings. The
Optware System allows the client to coordinate the activities of
multiple procurement personnel. "I can’t imagine
going back to the spreadsheet approach", says the
procurement manager.
To some, the practice of optimization modeling is
somewhat unfamiliar. Many people have a general
understanding of the concept but underestimate the value
of such a tool. Mike McCollum (former President of Fiber
Procurement for Georgia-Pacific Corporation) has worked with
optimization for many years in several major corporations. Following is a Q&A
session with Mike that sheds light on optimization
modeling and how it can be successfully deployed to
facilitate the business planning process.
Q: Mike, How long have you worked with Optimization
Modeling?
A: I have worked with linear programming since graduate
school at Texas A&M back in the late 70’s.
Q: What changes with this technology have you seen over
the years?
A: The personal computer has greatly increased
accessibility to modeling technology. The size and
sophistication of models have also increased over time.
Systems are now a lot easier to use and the data management
and integration capabilities are excellent. Systems are also
less expensive to develop and maintain than they were a few
years ago.
Q: How long did it take you to implement the Optware
System?
A: It took about six months to incorporate all of the
features that we desired and to generate the necessary data.
We were aided by the fact that we were replacing an aging
software system that performed some similar functions.