Materi Paparan National Taiwan University of Science and Technology
It is our honor to
spread, exchange, and
contribute.
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
1
Cultivation of Industry 4.0 Talent in Taiwan
-Program, Course, Instructor
Presenter: Chao-Lung Yang Ph.D.
Associate Professor
Department of Industrial
Management
2018/1/17
Executive Secretary
Industry 4.0 Center
Director
System Informatics and
Management Science
Lab
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
2
Overview of Cultivation of Industry
4.0 Talent in Taiwan
High School
Coun
selor
Industry
Spread-out
Collaboration
Interdisciplinary
Program & Course
Job Title Mapping
Key Technology
Response to
Industry
Labor
Union,
Research
Institute
Technological
University
Industry
Industry 4.0 Campus Demonstration Site
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
3
Industries Related to Industry 4.0 in Taiwan
Sectors
Industry
•
•
Machinery equipment
•
•
•
Manufacturing process
•
•
Machining: Mold, Precision Machining, Bearing, Plastic Injection Mold, H& Tools, 3D printing
Machine Tool Industry: Giant Multiaxial composite intelligent machinery, High-end
Multiaxial mill-turn machine tools, Automation Components & Equipment
Robot: Industrial smart robot
Precision machining: Medical Equipment Manufacturing, Aeronautics & Astronautic
Engineering Components
Traditional Industries: Shoe Machinery, Personalized shoe, Bolt & Nut Industry, Textile
Clothing
Vehicle-related industries: auto &motor industry, Automotive Electrical & Mechanical
Services equipment, bicycle
Semiconductor-related: Foundry, photoelectric, Solar
Metal Component
Composite material manufacturing hardware, Hardware manufacturing, Steel
Electronic/ information
Technology
ICT(Information & Communication Technologies), data analysis, Intelligent control, Cloud Platform,
Information Service, Software & hardware equipment, Mobile Computing Platform
Food processing
Baking, food manufacturing, bakery processing, metal processing
Textile
Clothing, Fabrics, Dyeing & finishing, Cotton, Fiber, Hemp Textile, Wool Textile, silk, Textile, Knitting
Service
Information Systems Integration Services,
engineering service, Consultants industry, Medical Industry
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
4
Key Technology of Industry 4.0
Cyber-Physical System
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
5
Cultivation of Talent is the
Foundation of Industry 4.0
• Who are Industry 4.0 talents?
– Perspective Vision
– Interdisciplinary Learning
– Creative Thinking
• Subjects of Training
–
–
–
–
–
Students
Teachers
Professional Engineers
R&D Scientists
End users
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
6
Strategies of Course Development
• Decompose key
technologies of CPS
based on their
characteristics
• Develop Interdisciplinary
Program & learning
environment
• Build up the
demonstrative site
(factory)
• Working closely with
Industry
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
7
Industry 4.0 Course Structure
(in Taiwan Tech)
Computer
Science
Cloud Computing &
Big Data Analytics
Information
Technology
Management
Sensor
Hardware
Industrial Operation Management
IOT Sensor Network
Precision Machine & Device
Interdisciplinary
Hands-on Project
Network
Learning at
Demonstration Site
Application
Prerequisite Courses & Knowledge
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
Industrial
Engineering
Automation
Control
Electrical
Engineering
Mechanical
Engineering
8
Taiwan Tech. Industry 4.0 Center (Phase I)
Implementation
Factory
Office
Meeting Room
Computer Education Lab
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
9
Demonstration Site in Taiwan Tech.
Main Application: The Mold Design and Manufacturing
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
10
Software and Hardware Sponsors
合作廠商
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
11
Taiwan Tech. Industry 4.0 Center (Phase II)
AGV
parking
lot
CNC
machining
center 1
administrative/
research area
meeting
room
CNC lathe 1
robot
1
Air
compressor
CMM
data
server
AGV
CNC
machining
center 2
robot
2
ASRS
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
12
Dept. of Computer Sci. & Information Eng.
Cloud
Computing &
Big Data
Analytics
Big Data Analytics, Advanced
Machine Learning, Design of
Wearable Electronics
Applications
Dept. of Information Mamt.
Dept. of Industrial Mgmt.
Big Data Analysis, Cloud
Management, Knowledge
Engineering, Internet of Things
Security, Cloud Computing
Technology & Practice
Dept. of Electrical Eng.
Industrial
Operation
Management
IOT Sensor Network
Precision
Machine &
Device
Prerequisite Courses
& Knowledge
Intelligent Manufacturing
Systems, Lean Production &
Management,
Optimization Models &
Applications, Big Data Analytics &
Applications
Mobile Communication, Design & Analysis
of Fault Tolerant Systems, Special Topics in
Dept. of Mechanical Eng.
Introduction to Computer-Aided Design,
Flexible Manufacturing Systems,
Introduction of Computer Integrated
Manufacturing, Manufacturing Systems
Engineering, Microcomputer Interface &
Application, Robotics, Introduction to
Molds & Dies, Digital Surveillance Systems
& Application
Strength of Material, Manufacturing
Processes, Mechanical Design,
Programming for NC Machine Tools, NC
Machine Tools Lab., C Programming
Language, Artificial Intelligence,
Database Systems, Cloud Computing &
Services, Practices of Network Security
Technology
Scientific Computing, Broadb& Networks,
Wireless Networks, Internet of Things
Applications, Radio Frequency
Identification Principles, St&ards &
Applications, Machine vision theory &
Graduate Inst. of Auto. &
Control
Automation Sensing & Control,
Hydraulic & Pneumatic Servo
Control, Intelligent Control
Systems, Optical Lithography
applications, Modern Coding Technology,
Computer Networks Performance
Evaluation, Fuzzy neural network system,
Machine Learning
Data Structures, Microcomputer
Applications, Design of Embedded
Microprocessor Systems, Embedded System
Software Design, Data Base Design,
Introduction to Intelligent Control, Data
Analysis, Artificial Intelligence, Algorithms,
Information Security
Computer Networks,
Programming Language,
Industrial Electronics,
Microprocessors, Statistics,
Concepts & Methods in Quality
Control, Operations Research,
Production & Operation
Management, Enterprise
Resources Planning
13
Interdisciplinary Program
• New interdisciplinary program for undergraduate
students across departments
– Smart Manufacturing & Intelligent Operation tra ks
– 21 credits
• 6 required credits: introduction to Industry 4.0 (2 credits), handson project (4 credits)
• 3 Basic course for each track
• 12 elective credits for professional courses (4 courses)
• Students need to take at least one course from other
departments
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
14
Professional Program Tracks
•
“ art Ma ufa turi g track
– Co e tratio o physi al site of CP“
– Professional courses offered by mechanical engineering,
electrical engineering, and control related departments
•
I tellige t Operatio
track
– Co e tratio o
y er site of CP“
– Professional courses offered by computer science,
informational technology, and industrial management
departments
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
15
Cultivation of Seed Instructors &
Students Oversea
• Collaborated with RWTH Aachen University International
Academy
– 2016 Summer school program for seed instructors
•
•
•
•
Sept. 2016, 3-week courses
Subject: Introduction of Industry 4.0
Selected 20 seed instructors from partner universities
Fi a ial support fro Taiwa ’s Mi istry of Edu atio
•
•
•
•
2016/8/8-2016/8/26, 3-week courses
Subject: Production Technology meets Industry 4.0
Selected 10 students from partner universities
Financial support from partner universities
– 2016 Summer school program for students
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
16
Spread-out Collaboration
• Industry 4.0 partner
universities
Partner Universities
– Talents: students
• Share course materials
• Cultivation of teacher
• Share demonstrative site
• Industry 4.0 partner industries
Partner Industries
– Talents: engineers, R&D
developers, end users
• Training program for employee
• Industry-university project
• Internship for students
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
17
Industry 4.0 Student Project
Competition
• Students across universities and
departments work together to
demonstrate their idea and project
• Judge are from industry
• Prize for top winder is ~ US$3300.
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
18
Student Project
• Hands-on project
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
19
Job Fair
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
20
Industry 4.0 Technology Conference
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
21
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
2018/1/17
22
spread, exchange, and
contribute.
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
1
Cultivation of Industry 4.0 Talent in Taiwan
-Program, Course, Instructor
Presenter: Chao-Lung Yang Ph.D.
Associate Professor
Department of Industrial
Management
2018/1/17
Executive Secretary
Industry 4.0 Center
Director
System Informatics and
Management Science
Lab
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
2
Overview of Cultivation of Industry
4.0 Talent in Taiwan
High School
Coun
selor
Industry
Spread-out
Collaboration
Interdisciplinary
Program & Course
Job Title Mapping
Key Technology
Response to
Industry
Labor
Union,
Research
Institute
Technological
University
Industry
Industry 4.0 Campus Demonstration Site
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
3
Industries Related to Industry 4.0 in Taiwan
Sectors
Industry
•
•
Machinery equipment
•
•
•
Manufacturing process
•
•
Machining: Mold, Precision Machining, Bearing, Plastic Injection Mold, H& Tools, 3D printing
Machine Tool Industry: Giant Multiaxial composite intelligent machinery, High-end
Multiaxial mill-turn machine tools, Automation Components & Equipment
Robot: Industrial smart robot
Precision machining: Medical Equipment Manufacturing, Aeronautics & Astronautic
Engineering Components
Traditional Industries: Shoe Machinery, Personalized shoe, Bolt & Nut Industry, Textile
Clothing
Vehicle-related industries: auto &motor industry, Automotive Electrical & Mechanical
Services equipment, bicycle
Semiconductor-related: Foundry, photoelectric, Solar
Metal Component
Composite material manufacturing hardware, Hardware manufacturing, Steel
Electronic/ information
Technology
ICT(Information & Communication Technologies), data analysis, Intelligent control, Cloud Platform,
Information Service, Software & hardware equipment, Mobile Computing Platform
Food processing
Baking, food manufacturing, bakery processing, metal processing
Textile
Clothing, Fabrics, Dyeing & finishing, Cotton, Fiber, Hemp Textile, Wool Textile, silk, Textile, Knitting
Service
Information Systems Integration Services,
engineering service, Consultants industry, Medical Industry
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
4
Key Technology of Industry 4.0
Cyber-Physical System
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
5
Cultivation of Talent is the
Foundation of Industry 4.0
• Who are Industry 4.0 talents?
– Perspective Vision
– Interdisciplinary Learning
– Creative Thinking
• Subjects of Training
–
–
–
–
–
Students
Teachers
Professional Engineers
R&D Scientists
End users
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
6
Strategies of Course Development
• Decompose key
technologies of CPS
based on their
characteristics
• Develop Interdisciplinary
Program & learning
environment
• Build up the
demonstrative site
(factory)
• Working closely with
Industry
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
7
Industry 4.0 Course Structure
(in Taiwan Tech)
Computer
Science
Cloud Computing &
Big Data Analytics
Information
Technology
Management
Sensor
Hardware
Industrial Operation Management
IOT Sensor Network
Precision Machine & Device
Interdisciplinary
Hands-on Project
Network
Learning at
Demonstration Site
Application
Prerequisite Courses & Knowledge
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
Industrial
Engineering
Automation
Control
Electrical
Engineering
Mechanical
Engineering
8
Taiwan Tech. Industry 4.0 Center (Phase I)
Implementation
Factory
Office
Meeting Room
Computer Education Lab
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
9
Demonstration Site in Taiwan Tech.
Main Application: The Mold Design and Manufacturing
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
10
Software and Hardware Sponsors
合作廠商
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
11
Taiwan Tech. Industry 4.0 Center (Phase II)
AGV
parking
lot
CNC
machining
center 1
administrative/
research area
meeting
room
CNC lathe 1
robot
1
Air
compressor
CMM
data
server
AGV
CNC
machining
center 2
robot
2
ASRS
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
12
Dept. of Computer Sci. & Information Eng.
Cloud
Computing &
Big Data
Analytics
Big Data Analytics, Advanced
Machine Learning, Design of
Wearable Electronics
Applications
Dept. of Information Mamt.
Dept. of Industrial Mgmt.
Big Data Analysis, Cloud
Management, Knowledge
Engineering, Internet of Things
Security, Cloud Computing
Technology & Practice
Dept. of Electrical Eng.
Industrial
Operation
Management
IOT Sensor Network
Precision
Machine &
Device
Prerequisite Courses
& Knowledge
Intelligent Manufacturing
Systems, Lean Production &
Management,
Optimization Models &
Applications, Big Data Analytics &
Applications
Mobile Communication, Design & Analysis
of Fault Tolerant Systems, Special Topics in
Dept. of Mechanical Eng.
Introduction to Computer-Aided Design,
Flexible Manufacturing Systems,
Introduction of Computer Integrated
Manufacturing, Manufacturing Systems
Engineering, Microcomputer Interface &
Application, Robotics, Introduction to
Molds & Dies, Digital Surveillance Systems
& Application
Strength of Material, Manufacturing
Processes, Mechanical Design,
Programming for NC Machine Tools, NC
Machine Tools Lab., C Programming
Language, Artificial Intelligence,
Database Systems, Cloud Computing &
Services, Practices of Network Security
Technology
Scientific Computing, Broadb& Networks,
Wireless Networks, Internet of Things
Applications, Radio Frequency
Identification Principles, St&ards &
Applications, Machine vision theory &
Graduate Inst. of Auto. &
Control
Automation Sensing & Control,
Hydraulic & Pneumatic Servo
Control, Intelligent Control
Systems, Optical Lithography
applications, Modern Coding Technology,
Computer Networks Performance
Evaluation, Fuzzy neural network system,
Machine Learning
Data Structures, Microcomputer
Applications, Design of Embedded
Microprocessor Systems, Embedded System
Software Design, Data Base Design,
Introduction to Intelligent Control, Data
Analysis, Artificial Intelligence, Algorithms,
Information Security
Computer Networks,
Programming Language,
Industrial Electronics,
Microprocessors, Statistics,
Concepts & Methods in Quality
Control, Operations Research,
Production & Operation
Management, Enterprise
Resources Planning
13
Interdisciplinary Program
• New interdisciplinary program for undergraduate
students across departments
– Smart Manufacturing & Intelligent Operation tra ks
– 21 credits
• 6 required credits: introduction to Industry 4.0 (2 credits), handson project (4 credits)
• 3 Basic course for each track
• 12 elective credits for professional courses (4 courses)
• Students need to take at least one course from other
departments
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
14
Professional Program Tracks
•
“ art Ma ufa turi g track
– Co e tratio o physi al site of CP“
– Professional courses offered by mechanical engineering,
electrical engineering, and control related departments
•
I tellige t Operatio
track
– Co e tratio o
y er site of CP“
– Professional courses offered by computer science,
informational technology, and industrial management
departments
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
15
Cultivation of Seed Instructors &
Students Oversea
• Collaborated with RWTH Aachen University International
Academy
– 2016 Summer school program for seed instructors
•
•
•
•
Sept. 2016, 3-week courses
Subject: Introduction of Industry 4.0
Selected 20 seed instructors from partner universities
Fi a ial support fro Taiwa ’s Mi istry of Edu atio
•
•
•
•
2016/8/8-2016/8/26, 3-week courses
Subject: Production Technology meets Industry 4.0
Selected 10 students from partner universities
Financial support from partner universities
– 2016 Summer school program for students
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
16
Spread-out Collaboration
• Industry 4.0 partner
universities
Partner Universities
– Talents: students
• Share course materials
• Cultivation of teacher
• Share demonstrative site
• Industry 4.0 partner industries
Partner Industries
– Talents: engineers, R&D
developers, end users
• Training program for employee
• Industry-university project
• Internship for students
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
17
Industry 4.0 Student Project
Competition
• Students across universities and
departments work together to
demonstrate their idea and project
• Judge are from industry
• Prize for top winder is ~ US$3300.
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
18
Student Project
• Hands-on project
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
19
Job Fair
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
20
Industry 4.0 Technology Conference
2018/1/17
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
21
Dr. C.-L. Yang, Industry 4.0 Center, NTUST,
2018/1/17
22