Computation Section
Process Flow Models

- Setups and Recycling

  This page describes the model that computes the total time consumed by one unit of product as it passes through a resource. The total time includes the effects of setup time, operation time, lot size, scrap and recycling. The model is appropriate of any drive/structure alternative.
 
The features checked in the dialog may be selected independently, but we describe them all on this page because they are all implemented in the same add-in function.

 
As an example we consider the serial process shown at the left. This is a pull tree with 1 unit of flow withdrawn at operation 4. Each operation has operation time, setup time and lot size parameters as specified on the Excel worksheet below. Operations 3 and 4 recycle part of their output flows. The recycle proportions are also shown on the worksheet. Operation 4 also has a nonzero scrap rate.

Here we show the equations with which the Adjusted Time column (L) and the Adjusted Scrap column (M) are computed. The formulas depend on the operation time, setup time, lot size, scrap rate and recycle rate for an operation. The adjusted times and adjusted scrap rates are used for the computations in the remaining columns at the right of the display (Flow Removed, Ratio, Unit Flow, etc.).

 

 
Data Items and Result Items for the Example

Column

Title

Explanation

F

Operation Time

This is the time to process one item passing through the operation.

G

Setup Time

This is the time to setup the operation for a production lot.

H

Setup Lot

This is the number of units processed between setups. A manufacturing operation may require a machine that must be setup to produce each product. When the setup time is not zero, it may be beneficial to produce several units before setting up for the next product.
I
Transfer Lot
This is the number of units that are gathered together before they are transferred to the next operation.

J

Scrap Rate

This is the percentage of products passing through the operation that are scrapped. The scrap may be due to materials removed by the process or items discarded due to obvious defects. Scrapped amounts are removed from the flow.
K

Recycle Rate

This is the proportion of the items leaving the operation that are recycled back to the input of the same operation for reprocessing.

L

Adjusted Time
This is the time for a unit of product passing through the operation when adjusted for setup times and recycling.

M

Adjusted Scrap

This is the scrap rate for a unit of product passing through the operation when adjusted for recycling.

 

Adjustment of operation time for lots

 

For most production systems, the primary effect of flow through operations is the utilization of time on the machines and other resources of the plant. We define the operation time as

(operation time) The time required for one item to pass through operation i.

The operation time is usually a combination of the time required to set up a machine for production, , and the time required to actually perform the operation, . The net effect of these two components depends on the number of units processed for each setup, the lot size s. For purposes of estimating resource usage it is sufficient to allocate the setup time to the individual unit of product as

To illustrate consider operation 1 with processing time 1, setup time 10 and lot size 10. The adjusted operation time for these parameters is 2. It is shown in the Adjusted Time column (L) of the Excel display.

 

Adjusting operation time for recycling

 

In some instances product may be required to pass through an operation more than once. This is called recycling. Recycling may be required by the manufacturing process. For example, a part may require several coats of paint, and hence several passes through the painting operation. Rework of material to correct defects may also cause recycling. We note that some causes for recycling are deterministic, such as those required by the process, while others may be stochastic, as when product is recycled to correct defects. The model does not recognize this distinction, as only average flow rates are computed. The model can not restrict the specific number a times the recycle. Rather a parameter p is specified, and each pass through the operation is recycled with probability p.

First consider the case of an operation for which the proportion p is recycled. At steady state, the same number of units (not including those recycled) that enter the process will also leave it. Let this number be V and compute the number that will be recycled .

We can represent an operation with recycling as an equivalent operation without recycling if we replace the operation time with an adjusted time, t', where:

To illustrate consider an operation with processing time 2 and recycle proportion of 10%, Then we have an adjusted processing time of 2/0.9 = 2.2222.

When an operation has recycling and lots greater than 1, only the processing part of the operation time is affected by recycling.

 

Adjustment of operation time and scrap for recycling

 

Let w be the proportion of the material passing through the operation that must be scrapped. Let p be the proportion of the remaining flow that is recycled. Under these conditions the total flow into the process is greater than the flow output. Let be the flow input to the operation. The amount recycled is

We can represent an operation with waste and recycling as an equivalent operation without recycling if we replace the operation time with an adjusted time, t' and adjusted waste w', where:

Operation 4 in the example illustrates this situation.

 

User Defined Functions

 

The adjusted time and adjusted waste are computed using User Defined functions provided by the add-in. The adjusted time function with its arguments is:

= adj_time(operation time, setup time, lot size, scrap rate, recycle rate)

This expression is placed in the Adjusted Time column. The arguments on the worksheet are references to the cells holding the parameters.

The adjusted scrap function with its arguments is:

= adj_scrap(scrap rate, recycle rate)

This expression is placed in the Adjusted Scrap column. The arguments on the worksheet are references to the cells holding the parameters.

The Flow Removed column (N) is the same as the Adjusted Scrap column (M) when there are no defects removed by an inspection station. In the formulas describing the flow ratios, unit flows, operation flows, unit times and WIP, the notation refers to the entries in the Adjusted Time column, and the notation refers to the entries in the Adjusted Waste column

 

 

  
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Operations Management / Industrial Engineering
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by Paul A. Jensen
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