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StarBlend is an extension of OMEGA to a multi-period planning environment where optimal decisions could be made over a l


StarBlend is an extension of OMEGA to a multi-period planning environment where optimal decisions could be made over a l
StarBlend is an extension of OMEGA to a multi-period planning environment where optimal decisions could be made over a longer planning horizon as opposed to a single period.
In addition to blend quality constraints, the optimization model also incorporates inventory and material balance constraints for each period in the planning horizon.
The optimizer uses an algebraic modeling language called GAMS and a nonlinear solver called MINOS, along with a relational database system for managing data.
The whole system resides within a user-friendly interface and in addition to immediate blend planning it can also be used to analyze various what-if scenarios for the future and for long-term planning.
At Caterpillar, a preliminary analysis showed that the FMS was being underutilized and the objective of the project was to define a good production schedule that would improve utilization and free up more time to produce additional parts.
In the orientation phase it was determined that the environment was much too complex to represent it accurately through a mathematical model, and therefore simulation was selected as an alternative modeling approach.Fassilia
United States. Alabama



day: 19.09.2018
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StarBlend is an extension of OMEGA to a multi-period planning environment where optimal decisions could be made over a l

It works by breaking up the overall problem into smaller, more manageable problems by using a heuristic decomposition ap
It works by breaking up the overall problem into smaller, more manageable problems by using a heuristic decomposition approach.
Mathematical models within the problem are solved using linear programming along with concepts from material requirements planning.
The entire system interfaces with sophisticated databases allowing for forecasting, quotation and order entry, materials and dynamic information on capacities.
Harris estimates that this system has increased on-time deliveries from 75 to 95 with no increase in inventories, helped it move from 75 million in losses to 40 million in profits annually, and allowed it to plan its capital investments more efficiently.
As an initial response to this complex problem, in the early to mid 1980 s Texaco developed a system called OMEGA.
At the heart of this was a nonlinear optimization model which supported an interactive decision support system for optimally blending gasoline; this system alone was estimated to have saved Texaco about 30 million annually.Fassilia
United States. Alabama



day: 19.09.2018
views - 594


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StarBlend is an extension of OMEGA to a multi-period planning environment where optimal decisions could be made over a l

The bottom line is that an O.
The bottom line is that an O.
project can be successful only if sufficient attention is paid to each of the seven steps of the process and the results are communicated to the end-users in an understandable form.
Some examples of successful O.
projects are now presented.
In the orientation phase it was determined that the MRP type systems used by a number of its competitors would not be a satisfactory answer and a decision was made to develop a planning system that would meet Harris unique needs - the final result was IMPReSS, an automated production planning and delivery quotation system for the entire production network.
The system is an impressive combination of heuristics as well as optimization-based techniques.Fassilia
United States. Alabama



day: 19.09.2018
views - 463


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However, it is critical to maintain a problem-driven focus - the ultimate aim of an O.
However, it is critical to maintain a problem-driven focus - the ultimate aim of an O.
study is to implement a solution to the problem being analyzed.
Building complex models that are ultimately intractable, or developing highly efficient solution procedures to models that have little relevance to the real world may be fine as intellectual exercises, but run contrary to the practical nature of operations research.
Unfortunately, this fact has sometimes been forgotten.
Another valid criticism is the fact that many analysts are notoriously poor at communicating the results of an O.
project in terms that can be understood and appreciated by practitioners who may not necessarily have a great deal of mathematical sophistication or formal training in O.Fassilia
United States. Alabama



day: 19.09.2018
views - 326


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On the other hand, there is also evidence to suggest that unfortunately the criticisms leveled against O.
On the other hand, there is also evidence to suggest that unfortunately the criticisms leveled against O.
are not completely unfounded.
This is because O.
is often not applied as it should be - people have often taken the myopic view that O.
is a specific method as opposed to a complete and systematic process.
In particular, there has been an inordinate amount of emphasis on the modeling and solution steps, possibly because these clearly offer the most intellectual challenge.Fassilia
United States. Alabama



day: 19.09.2018
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Waren, The Evolution of Texaco s Blending Systems From OMEGA to StarBlend, Interfaces , 25 5, pp.
Waren, The Evolution of Texaco s Blending Systems From OMEGA to StarBlend, Interfaces , 25 5, pp.

The financial benefits from this project were tremendous; for example, according to Delta the savings during the period
The financial benefits from this project were tremendous; for example, according to Delta the saving ...

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In addition there are constraints governing the assignment of specific fleets to specific legs in th ...

In order to avoid this problem, the company had to suspend production over the weekends and replace worn-out tools or oc
In order to avoid this problem, the company had to suspend production over the weekends and replace ...

It was also determined that minimizing the makespan which is the time required to produce all daily requirements would b
It was also determined that minimizing the makespan which is the time required to produce all daily ...

Before describing these applications, a few words are in order about the standing of operations research in the real wor
Before describing these applications, a few words are in order about the standing of operations rese ...

In this section some examples of successful real-world applications of operations research are provided.
In this section some examples of successful real-world applications of operations research are provi ...

Before ending this section it is worth emphasizing that similar to a traditional Industrial Engineering project, the end
Before ending this section it is worth emphasizing that similar to a traditional Industrial Engineer ...

The reason of course, is that this plan does not make the most effective use of the available resources and fails to tak
The reason of course, is that this plan does not make the most effective use of the available resour ...

Some examples of popular O.
Some examples of popular O.
software systems include CPLEX, LINDO, OSL, MPL, SAS, and SIMAN, to n ...

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