1. Foundational Concepts
Definitions
- Modelling: The process of creating and constructing a model that represents a real or proposed system, including its properties and working principles. It is described as “an act of building a model” to help analysts predict the effect of changes to the system.
- Simulation: The operation of a model over time or space to study the performance of a system. It is defined as “an act of using a model for simulation” to analyze the performance of an existing or proposed system.
Core Terminology
- Object: An entity existing in the real world whose behavior is studied.
- System: An articulate object under definite, real-world conditions.
- Base Model: A hypothetical explanation of an object’s properties and behavior that is considered valid across the model.
- Experimental Frame: The context used to study a system, including experimental conditions, objectives, and specific aspects of interest. It comprises Frame Input Variables and Frame Output Variables.
- Lumped Model: An exact explanation of a system that follows the specific conditions of a given Experimental Frame.
- Verification: The process of comparing a simulation program’s consistency with a lumped model to ensure accurate performance. It involves comparing two or more items to ensure accuracy.
- Validation: The process of comparing simulation results with experimental measurements from the real system within the context of an Experimental Frame. A mismatch indicates the model is invalid.
System State Variables
System state variables are a set of data required to define the internal processes within a system at a given point in time.
- Entities & Attributes: An entity represents a static or dynamic object. Attributes are the local values used by an entity.
- Resources: An entity that provides a service to one or more dynamic entities. A dynamic entity can request, use, and release resources.
- Lists: Used to represent queues for entities and resources, which can operate under various principles such as LIFO (Last-In, First-Out) or FIFO (First-In, First-Out).
- Delay: An indefinite duration of time caused by a combination of system conditions.