Modeling and simulation: A comparative and systematic statistical review

Abstract

Modeling and simulation took a considerable part of both professional and educational fields during the past few years. With the emergence of new technologies, several modeling and simulation tools, languages and softwares were developed in different areas, and are even introduced in the educational program, which can only prove their importance, especially when it comes to decision-making process. Both concepts also took part of the industry 4.0 paradigm and can be used to test and validate the digital technologies to facilitate their implementation. This variety of modeling and simulation solutions lead us to the following challenging question: which solution to adopt for which case study?The purpose of this article is to set a list of the different modeling and simulation tools, languages and softwares through a statistical literature review, focusing on the industrial field, precisely when it comes to production flow optimization and waste elimination in accordance with lean manufacturing strategy, to determine the pros and cons of each modeling and simulation solution and therefore serve as a referential for companies to identify the best match to their need.