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September 25, 2023

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Description

Introduction to Industry 4.0 and Industrial Internet of Things. Instructor: Prof. Sudip Misra, Department of Computer Science and Engineering, IIT Kharagpur.

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. (from nptel.ac.in)

Course Curriculum

  • Lecture 01 – Introduction: Sensing and Actuation Unlimited
  • Lecture 02 – Introduction: IoT Connectivity, Part 1 Unlimited
  • Lecture 03 – Introduction: IoT Connectivity, Part 2 Unlimited
  • Lecture 04 – Introduction: IoT Networking, Part 1 Unlimited
  • Lecture 05 – Introduction: IoT Networking, Part 2 Unlimited
  • Lecture 06 – Industry 4.0: the Fourth Revolution Unlimited
  • Lecture 07 – Industry 4.0: Sustainability Assessment of Manufacturing Industry Unlimited
  • Lecture 08 – Industry 4.0: Lean Production System Unlimited
  • Lecture 09 – Industry 4.0: Smart and Connected Business Perspective Unlimited
  • Lecture 10 – Industry 4.0: Smart Factories Unlimited
  • Lecture 11 – Industry 4.0: Cyber-Physical Systems and Next-Generation Sensors Unlimited
  • Lecture 12 – Industry 4.0: Collaboration Platform and Product Lifecycle Management Unlimited
  • Lecture 13 – Industry 4.0: Augmented Reality and Virtual Reality Unlimited
  • Lecture 14 – Industry 4.0: Artificial Intelligence Unlimited
  • Lecture 15 – Industry 4.0: Big Data and Advanced Analysis Unlimited
  • Lecture 16 – Industry 4.0: Cybersecurity Unlimited
  • Lecture 17 – Basics of Industrial IoT: Introduction Unlimited
  • Lecture 18 – Basics of Industrial IoT: Industrial Internet Systems Unlimited
  • Lecture 19 – Basics of Industrial IoT: Industrial Sensing and Actuation Unlimited
  • Lecture 20 – Basics of Industrial IoT: Industrial Processes, Part 1 Unlimited
  • Lecture 21 – Basics of Industrial IoT: Industrial Processes, Part 2 Unlimited
  • Lecture 22 – Business Models and Reference Architecture for IIoT: Business Models, Part 1 Unlimited
  • Lecture 23 – Business Models and Reference Architecture for IIoT: Business Models, Part 2 Unlimited
  • Lecture 24 – Business Models and Reference Architecture for IIoT: Reference Architecture, Part 1 Unlimited
  • Lecture 25 – Business Models and Reference Architecture for IIoT: Reference Architecture, Part 2 Unlimited
  • Lecture 26 – Key Enablers of Industrial IoT: Sensing, Part 1 Unlimited
  • Lecture 27 – Key Enablers of Industrial IoT: Sensing, Part 2 Unlimited
  • Lecture 28 – Key Enablers of Industrial IoT: Connectivity, Part 1 Unlimited
  • Lecture 29 – Key Enablers of Industrial IoT: Connectivity, Part 2 Unlimited
  • Lecture 30 – Key Enablers of Industrial IoT: Connectivity, Part 3 Unlimited
  • Lecture 31 – Key Enablers of Industrial IoT: Connectivity, Part 4 Unlimited
  • Lecture 32 – Key Enablers of Industrial IoT: Connectivity, Part 5 Unlimited
  • Lecture 33 – Key Enablers of Industrial IoT: Processing, Part 1 Unlimited
  • Lecture 34 – Key Enablers of Industrial IoT: Processing, Part 2 Unlimited
  • Lecture 35 – Key Enablers of Industrial IoT: Process Control Unlimited
  • Lecture 36 – IIoT Analytics and Data Management: Introduction Unlimited
  • Lecture 37 – IIoT Analytics and Data Management: Machine Learning and Data Science, Part 1 Unlimited
  • Lecture 38 – IIoT Analytics and Data Management: Machine Learning and Data Science, Part 2 Unlimited
  • Lecture 39 – IIoT Analytics and Data Management: Cloud Computing in IIoT, Part 1 Unlimited
  • Lecture 40 – IIoT Analytics and Data Management: Cloud Computing in IIoT, Part 2 Unlimited
  • Lecture 41 – IIoT Analytics and Data Management: Fog Computing in IIoT Unlimited
  • Lecture 42 – IIoT Analytics and Data Management: Tutorial for R and Julia Programming Unlimited
  • Lecture 43 – IIoT Analytics and Data Management: Data Management with Hadoop Unlimited
  • Lecture 44 – IIoT Analytics and Data Management: Data Center Networks Unlimited
  • Lecture 45 – Advanced Technologies: Software-Defined Networking (SDN) in IIoT, Part 1 Unlimited
  • Lecture 46 – Advanced Technologies: Software-Defined Networking (SDN) in IIoT, Part 2 Unlimited
  • Lecture 47 – Advanced Technologies: Security in IIoT, Part 1 Unlimited
  • Lecture 48 – Advanced Technologies: Security in IIoT, Part 2 Unlimited
  • Lecture 49 – IIoT Applications: Factories and Assembly Line Unlimited
  • Lecture 50 – IIoT Applications: Food Industry Unlimited
  • Lecture 51 – IIoT Applications: Healthcare Unlimited
  • Lecture 52 – IIoT Applications: Power Plants Unlimited
  • Lecture 53 – IIoT Applications: Inventory Management and Quality Control Unlimited
  • Lecture 54 – IIoT Applications: Plant Security and Safety Unlimited
  • Lecture 55 – IIoT Applications: Facility Management Unlimited
  • Lecture 56 – IIoT Applications: Oil, Chemical and Pharmaceutical Industry Unlimited
  • Lecture 57 – IIoT Applications: UAVs in Industries Unlimited
  • Lecture 58 – Case Studies for Industry 4.0 and IIoT Unlimited
  • Lecture 59 – Milk Processing and Packaging Industries Unlimited
  • Lecture 60 – Manufacturing Industries, Part 1 Unlimited
  • Lecture 61 – Manufacturing Industries, Part 2 Unlimited
  • Lecture 62 – Student Projects, Part 1 Unlimited
  • Lecture 63 – Student Projects, Part 2 Unlimited
  • Lecture 64 – Virtual Reality Lab Unlimited
  • Lecture 65 – Steel Technology Lab Unlimited

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