智能制造与服务系统课程详细信息

课程号 00333106 学分 3
英文名称 Intelligent Manufacturing and Service Systems
先修课程 不需要先修其他课程
中文简介 制造业和服务业正在向更大的服务导向和自主性转型。传感器和无线技术捕获数据的应用在各个行业都在增长。该课程对新出现的系统配置进行分析、优化和设计,讨论了支持智能制造和商业系统设计和分析的模型、方法和算法,介绍了数据科学、计算智能、云计算和各种x-as-a-service系统。
英文简介 Manufacturing and service industry is undergoing a transformation towards greater service orientation and autonomy. The use of sensors and wireless technologies capturing data is growing across industries. Emerging configurations of systems are analyzed, optimized, and designed. Models, methodologies, and algorithms in support of design and analysis of intelligent manufacturing and business systems are discussed. Data science, computational intelligence, cloud computing, and diverse x-as-a-service systems are introduced.
开课院系 工学院
通选课领域  
是否属于艺术与美育
平台课性质  
平台课类型  
授课语言 英文
教材 无;
参考书
教学大纲 引导学生对新出现的系统配置进行分析、优化和设计,了解支持智能制造和商业系统设计和分析的模型、方法和算法,以及数据科学、计算智能、云计算和各种x-as-a-service系统。
1. Introduction to intelligent manufacturing and service applications
2. Digitization in manufacturing and service industry
3. Systems modeling
4. System analysis
5. Process optimization
6. System decomposition
7. Reliability and quality analysis
8. Resiliency and sustainability analysis
9. Data science
10. Computational intelligence in x-as-a-service systems
11. Emerging developments in intelligent manufacturing and business applications
12. Innovation science and the industry of the future
线上授课,将分为课堂讲授(65%)、文献阅读(15%)、讨论(20%)、报告(10%)等教学方式
Homework assignments 25%
Quizzes 20%
Classroom exercises 30%
Project 25%
Total 100%
教学评估