Hands-On System Simulation

所在平台: Udemy

课程主页: https://www.udemy.com/course/system-simulation/

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课程简介

Coursera 上的“动手系统仿真”课程是一门全面的入门课程,旨在为学习者打下扎实的系统仿真基础。课程涵盖了仿真建模、概率论以及分析和优化现实世界系统的实用工具。 **课程内容概览:** * **系统仿真入门:** 学习仿真相关的术语、模型分类和数据收集技术。 * **模型建立与验证:** 掌握仿真模型的设置、验证和确认方法,并了解行业内常用的仿真工具。 * **仿真数学基础:** 深入学习概率论、统计分布和随机数生成等关键概念,为构建精确可靠的仿真模型奠定基础。 * **实践应用:** 通过 Rockwell Arena、Julia 编程、Python 编程以及 SimPy 库等实际工具,学习如何为银行柜台系统、洗车作业等真实场景创建仿真模型。 学完本课程后,学习者将能够清晰理解系统仿真,并有信心将其应用于实际项目中。

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课程详情

Are you ready to explore the exciting world of system simulation? This comprehensive course is designed to provide you with a strong foundation in simulation modeling, probability, and practical tools to analyze and optimize real-world systems. Whether you are a student, engineer, or professional, this course will equip you with the skills needed to tackle complex decision-making problems using simulation techniques.The course begins with an introduction to system simulation, including terminology, model classification, and data collection techniques. You will learn how to set up, verify, and validate simulation models while exploring popular tools in the industry.Next, you'll dive into the mathematical foundations of simulation, covering probability theory, statistical distributions, and random number generation. These concepts are essential for building accurate and reliable simulation models.The course also features practical applications, including modules on Rockwell Arena, Julia programming, Python programming, and the SimPy library. You'll learn how to use these tools to create simulations for real-world scenarios like bank teller systems and car wash operations.By the end of this course, you'll have a clear understanding of system simulation and the confidence to apply it in your projects. Join us today and take the first step towards mastering this valuable skill set!

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