Semester A
Mandatory
IoT in Industry
Understanding the evolution and future of industrial automation, data exchange, and industrial production technologies. Industry 4.0 technologies, Artificial Intelligence, Data Science, Machine Learning, Deep Learning, Industrial Internet of Things, Cloud Computing and Edge Computing, Real-world use cases.
Learning Outcomes
1)
Understanding the Fundamentals of the Internet of Things in Industry
2)
Understanding Operational Technology Communication Technologies
3)
Familiarization with data recovery from older OT devices
4)
Familiarity with the design and assembly of integrated IIoT systems and sensors
5)
Understanding the use of sensors and integrated systems in the context of the IIoT
6)
Experience in the design and implementation of IIoT solutions for the industrial sector
7)
A briefing by industry experts on the opportunities and challenges of implementing the IIoT
8)
Presentation of project ideas as part of the course
General Skills
Data search & synthesis
Adapting to new technologies
Independent project
Team project
Interdisciplinary environment
Project Design & Management
Critical & self-critical thinking
Digital transformation
Making technical decisions
Inductive & Creative Thinking
Syllabus
Week
Topic
1
Introduction to Industrial IoT technologies
2
Applications and Benefits of IIoT in Modern Industry
3
Introduction to sensors
4
Data Collection and Processing at the Sensor Level in Industrial Environments
5
Sensor Interconnection and Communication
6
Data Aggregation and Storage
7
Project Topic Selection
8
Data Processing and Usage
9
Information Processing for Industrial Applications
10
Midterm Project Presentations
11
IIoT Applications: Energy Resource Management
12
IIoT Applications: Optimization of Industrial Processes
13
Final Project Presentations
Evaluation & Workload
Bibliographic Assignment
Project Implementation
Independent Study
Bibliography
Industrial Internet of Things: Cybermanufacturing Systems
Sabina Jeschke, Christian Brecher, Houbing Song, Danda B. Rawat (Eds)
Sudip Misra, Chandana Roy, Anandarup Mukherjee
Sudan Jha, Usman Tariq, Gyanendra Prasad Joshi, Vijender Kumar Solanki
C. Koulamas, M. Lazarescu, 2020
IEEE Transactions on Industrial Informatics
Advances in Industrial and Manufacturing Engineering
Journal of Manufacturing Processes
Journal of Manufacturing Science and Technology
Computers in industry
Course Information
Semester
Minutes per Week
180
Type
Specialized Knowledge
Requirements
Course Format
Synchronous
Asynchronous
Remote
e-class
Technologies & Tools
Edge Computing
IoT & IIoT
Data Fusion
Graphana
Kibana