Simulation Modeling and Analysis with ARENA

12.1: EXAMPLE: A PRODUCTION/INVENTORY SYSTEM

12.1 EXAMPLE: A PRODUCTION/INVENTORY SYSTEM

This section presents a generic model of a production/inventory system (Altiok [1997]) consisting of a production facility that is subject to failure, which supplies a warehouse with one type of product. This generic model illustrates how an inventory control policy regulates the flow of product between production and inventory facilities.

12.1.1 PROBLEM STATEMENT

Consider a production/inventory system where the production process (e.g., packaging) is comprised of three stages:

  1. Filling each container unit (e.g., bottles)

  2. Sealing each unit

  3. Placing labels on each unit

For modeling purposes, the processing times of individual stages are combined into a single-stage processing time.

Figure 12.1 depicts a schematic diagram of the system. A raw-material storage source feeds the production process, and finished product units (units, for short) are stored in a warehouse. Customers arrive at the warehouse with product requests (demands), and if a request cannot be fully satisfied by on-hand inventory, the unsatisfied portion represents lost sale.


Figure 12.1: A generic production/inventory system

The following assumptions are made:

  • There is always sufficient raw material in storage, so the process never starves.

  • Product processing is carried out in lots of five units, and finished lots are placed in the warehouse. Lot processing time is uniformly distributed between 10 and 20 minutes.

  • The production process experiences random failures that may occur at any point in time (see Chapter 11 for more details). Times between failures are iid exponentially distributed with a mean of 200 minutes, while repair times are iid normally...

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