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Introduction to Modelling and Simulation


What is about Today?  

Modeling & simulation is use of the physical, mathematical or logical representation of a system , entity or process and these models  reduces the development time and cost of the system and it optimizes the design.  Simulation is the imitation of the real-world process or system. To simulate something, it requires a model to be developed, and these model represents the key characteristics, behaviors and functions of the selected system or process.Modelling an act of building a model and Simulation is act of using a model.Simulation software is based on the process of modeling a real phenomenon with a set of mathematical formulas. 

Advantages:

  • Allows to understand how the system operates in real-time system in virtual environment.
  • Easy to make changes in to the system and their effect on the output.
  • Can determine the system requirements by applying different configurations.
  • Performing bottleneck analysis.
  • Understand all the interactions and analyze the effect.
  • External noise can be applied to system to get real-time environment.
  • Model can be simulated with respect to time - Dynamic simulation.
  • From simulation code generation is easy, many tools are available.


Disadvantages:

  • To design a model requires domain knowledge and experience.
  • Its a time consuming process to optimize the model.
  • Expensive as it needs costly tools.
  • Requires high processing system to perform simulation on software tool.




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