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Course10610519565 lectures

Introduction to Industry 4.0 and Industrial Internet of Things

Prof. Sudip Misra · IIT Kharagpur

Start with lecture 1 At NPTEL

About

Industry 4.0 concerns the transformation of industrial processes through the integration of modern technologies such as sensors, communication, and computational processing. Technologies such as Cyber Physical Systems (CPS), Internet of Things (IoT), Cloud Computing, Machine Learning, and Data Analytics are considered to be the different drivers necessary for the transformation. Industrial Internet of Things (IIoT) is an application of IoT in industries to modify the various existing industrial systems. IIoT links the automation system with enterprise, planning and product lifecycle.This course has been organized into the following modules:

Intended audience: CSE, IT, ECE, EE, Instrumentation Engg, Industrial Engineering, Industry ProfessionalsPRE-REQUISITES : Basic knowledge of computer and internet

Lectures

Week 1

  1. Lecture 1 : Introduction: Sensing & Actuation YouTube
  2. Lecture 2 : Introduction: IoT Connectivity – Part I YouTube
  3. Lecture 3 : Introduction: IoT Connectivity – Part 2 YouTube
  4. Lecture 4 : Introduction: IoT Networking – Part 1 YouTube
  5. Lecture 5 : Introduction: IoT Networking – Part 2 YouTube

Week 2

  1. Lecture 6 : Industry 4.0: The Fourth Revolution YouTube
  2. Lecture 7 : Industry 4.0: Sustainability Assessment of Manufacturing Industry YouTube
  3. Lecture 8 : Industry 4.0: Lean Production System YouTube
  4. Lecture 9 : Industry 4.0: Smart and Connected Business Perspective YouTube
  5. Lecture 10 : Industry 4.0: Smart Factories YouTube

Week 3

  1. Lecture 11 : Industry 4.0: Cyber-Physical Systems and Next-Generation Sensors YouTube
  2. Lecture 12 : Industry 4.0: Collaboration Platform and Product Lifecycle Management YouTube
  3. Lecture 13 : Industry 4.0: Augmented Reality and Virtual Reality YouTube
  4. Lecture 14 : Industry 4.0: Artificial Intelligence YouTube
  5. Lecture 15 : Industry 4.0: Big Data and Advanced Analysis YouTube

Week 4

  1. Lecture 16 : Industry 4.0: Cybersecurity YouTube
  2. Lecture 17 : Basics of Industrial IoT: Introduction YouTube
  3. Lecture 18 : Basics of Industrial IoT: Industrial Internet Systems YouTube
  4. Lecture 19 : Basics of IIoT: Industrial Sensing & Actuation YouTube
  5. Lecture 20 : Basics of Industrial IoT: Industrial Processes – Part 1 YouTube

Week 5

  1. Lecture 21 : Basics of Industrial IoT: Industrial Processes – Part 2 YouTube
  2. Lecture 22 : Business Models and Reference Architecture for IIoT: Business Models – Part 1 YouTube
  3. Lecture 23 : Business Models and Reference Architecture for IIoT: Business Models – Part 2 YouTube
  4. Lecture 24 : Business Models and Reference Architecture for IIoT: Reference Architecture – Part 1 YouTube
  5. Lecture 25 : Business Models and Reference Architecture for IIoT: Reference Architecture – Part 2 YouTube

Week 6

  1. Lecture 26 : Key Enablers of Industrial IoT: Sensing-Part 1 YouTube
  2. Lecture 27 : Key Enablers of Industrial IoT: Sensing-Part 2 YouTube
  3. Lecture 28 : Key Enablers of Industrial IoT: Connectivity-Part 1 YouTube
  4. Lecture 29 : Key Enablers of Industrial IoT: Connectivity-Part 2 YouTube
  5. Lecture 30 : Key Enablers of Industrial IoT: Connectivity-Part 3 YouTube

Week 7

  1. Lecture 31 : Key Enablers of Industrial IoT: Connectivity – Part 4 YouTube
  2. Lecture 32 : Key Enablers of Industrial IoT: Connectivity – Part 5 YouTube
  3. Lecture 33 : Key Enablers of Industrial IoT: Processing – Part 1 YouTube
  4. Lecture 34 : Key Enablers of Industrial IoT: Processing – Part 2 YouTube
  5. Lecture 35 : Key Enablers of Industrial IoT: Process Control YouTube

Week 8

  1. Lecture 36 : IIoT Analytics and Data Management: Introduction YouTube
  2. Lecture 37 : IIoT Analytics and Data Management: Machine Learning and Data Science – Part 1 YouTube
  3. Lecture 38 : IIoT Analytics and Data Management: Machine Learning and Data Science – Part 2 YouTube
  4. Lecture 39 : IIoT Analytics and Data Management: Cloud Computing in IIoT – Part 1 YouTube
  5. Lecture 40 : IIoT Analytics and Data Management: Cloud Computing in IIoT – Part 2 YouTube

Week 9

  1. Lecture 41 : Analytics and Data Management: Fog Computing in IIoT YouTube
  2. Lecture 42 : IIoT Analytics and Data Management: Tutorial for R & Julia Programming YouTube
  3. Lecture 43 : IIoT Analytics and Data Management: Data Management with Hadoop YouTube
  4. Lecture 44 : IIoT Analytics and Data Management: Data Center Networks YouTube
  5. Lecture 45 : Advanced Technologies: Software-Defined Networking (SDN) in IIoT – Part 1 YouTube

Week 10

  1. Lecture 46 : Advanced Technologies: Software-Defined Networking (SDN) in IIoT – Part 2 YouTube
  2. Lecture 47 : Advanced Technologies: Security in IIoT – Part 1 YouTube
  3. Lecture 48 : Advanced Technologies: Security in IIoT – Part 2 YouTube
  4. Lecture 49 : IIoT Applications: Factories and Assembly Line YouTube
  5. Lecture 50 : IIoT Applications: Food Industry YouTube

Week 11

  1. Lecture 51 : IIoT Applications: Healthcare YouTube
  2. Lecture 52 : IIoT Applications: Power Plants YouTube
  3. Lecture 53 : IIoT Applications: Inventory Management & Quality Control YouTube
  4. Lecture 54 : IIoT Applications: Plant Security and Safety YouTube
  5. Lecture 55 : IIoT Applications: Facility Management YouTube

Week 12

  1. Lecture 56 : IIoT Applications: Oil, Chemical and Pharmaceutical Industry YouTube
  2. Lecture 57 : IIoT Applications: UAVs in Industries YouTube
  3. Lecture 58 : Case Studies for Industry 4.0 & IIoT YouTube
  4. Lecture 59 : Milk Processing and Packaging Industries YouTube
  5. Lecture 60 : Manufacturing Industries - Part I YouTube
  6. Lecture 61 : Manufacturing Industries - Part II YouTube
  7. Lecture 62 : Student Projects - Part I YouTube
  8. Lecture 63 : Student Projects - Part II YouTube
  9. Lecture 64 : Virtual Reality Lab YouTube
  10. Lecture 65 : Steel Technology Lab YouTube

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Computer Science and Engineering
Teacher
Prof. Sudip Misra
Level
Undergraduate
Language
English
Subjects
Computer science, Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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