Cyber-Physical Systems: Modeling and Simulation

所在平台: Coursera

课程主页: https://www.coursera.org/learn/cyber-physical-systems-1

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课程名称:网络物理系统:建模与仿真 课程概述:网络物理系统(CPS)将数字和模拟设备、接口、网络、计算机系统等与自然和人工物理世界相结合。这些系统的内在互联性和异构行为使得其分析与设计成为一个令人兴奋且富有挑战性的任务。本课程旨在介绍网络物理系统的建模与仿真,重点关注物理过程的模型、有限状态机、计算、物理与网络变量之间的转换及数字网络。 授课教师:此课程由加利福尼亚大学圣克鲁兹分校计算机工程系的副教授里卡多·桑费利斯(Ricardo Sanfelice)教授。 课程大纲: 1. 基本建模概念:离散时间和连续时间系统 2. 网络物理组件建模:有限状态机、计算、算法及第一个CPS模型 3. 网络物理系统接口建模:转换、网络和完整的CPS模型 4. CPS中的轨迹与仿真:时间域、执行和完整的CPS模型 通过本课程,您将深入了解网络物理系统的建模与仿真技术,为未来的应用和研究打下坚实基础。

课程大纲

Name:Basic Modeling Concepts: Discrete-time and Continuous-Time Systems

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Name:Modeling Cyber Components: Finite State Machines, Computations, Algorithms, and a First CPS Model

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Name:Modeling Interfaces for Cyber-Physical Systems: Conversion, Networks, and Complete CPS Models

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Name:Trajectories in CPS and Simulations: Time Domains, Executions, and Complete CPS Models

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Cyber-physical systems (CPS for short) combine digital and analog devices, interfaces, networks, computer systems, and the like, with the natural and man-made physical world. The inherent interconnected and heterogeneous combination of behaviors in these systems makes their analysis and design an exciting and challenging task. CPS: Modeling and Simulation provides you with an introduction to modeling and simulation of cyber-physical systems. The main focus is on models of physical process, finite state machines, computation, converters between physical and cyber variables, and digital networks. The instructor of this course is Ricardo Sanfelice (https://hybrid.soe.ucsc.edu), Associate Professor in the Department of Computer Engineering at the University of California Santa Cruz.

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