UNIQUE SERIES AKTU Syllabus
BOE080

Smart Manufacturing for Industry 4.0

L-T-P3-0-0 Credits3 Session2025-26 TypeTheory
Appears in 36 semesters · 36 branches

B.Tech Civil Engineering · Sem 7 (Open Elective-II) · B.Tech Mechanical Engineering · Sem 7 (Open Elective-II) · B.Tech Computer Science & Engineering · Sem 7 (Open Elective-II) · B.Tech Information Technology · Sem 7 (Open Elective-II) · B.Tech Artificial Intelligence & Machine Learning · Sem 7 (Open Elective-II) · B.Tech Artificial Intelligence & Data Science · Sem 7 (Open Elective-II) · B.Tech CSE (Artificial Intelligence) · Sem 7 (Open Elective-II) · B.Tech CSE (AI & ML) · Sem 7 (Open Elective-II) · B.Tech CSE (Data Science) · Sem 7 (Open Elective-II) · B.Tech CSE (Cyber Security) · Sem 7 (Open Elective-II) · B.Tech CSE (Internet of Things) · Sem 7 (Open Elective-II) · B.Tech Computer Science & Design · Sem 7 (Open Elective-II) · B.Tech Computer Science (Hindi) · Sem 7 (Open Elective-II) · B.Tech Computer Science & Business Systems · Sem 7 (Open Elective-II) · B.Tech Electrical Engineering · Sem 7 (Open Elective-II) · B.Tech Electrical & Electronics Engineering · Sem 7 (Open Elective-II) · B.Tech Electrical & Computer Engineering · Sem 7 (Open Elective-II) · B.Tech Electronics & Communication Engineering · Sem 7 (Open Elective-II) · B.Tech Electronics & Instrumentation / Instrumentation & Control · Sem 7 (Open Elective-II) · B.Tech Electronics & Computer Engineering · Sem 7 (Open Elective-II) · B.Tech ECE (Advanced Communication Technology) · Sem 7 (Open Elective-II) · B.Tech Electronics Engineering (VLSI Design & Technology) · Sem 7 (Open Elective-II) · B.Tech Automobile Engineering · Sem 7 (Open Elective-II) · B.Tech Aeronautical Engineering · Sem 7 (Open Elective-II) · B.Tech Mechanical & Industrial Engineering · Sem 7 (Open Elective-II) · B.Tech Production & Industrial Production Engineering · Sem 7 (Open Elective-II) · B.Tech Manufacturing Technology · Sem 7 (Open Elective-II) · B.Tech Mining Engineering · Sem 7 (Open Elective-II) · B.Tech Chemical Engineering · Sem 7 (Open Elective-II) · B.Tech Plastic Engineering · Sem 7 (Open Elective-II) · B.Tech Food Technology · Sem 7 (Open Elective-II) · B.Tech Textile Technology · Sem 7 (Open Elective-II) · B.Tech Handloom & Textile Technology · Sem 7 (Open Elective-II) · B.Tech Carpet & Textile Technology · Sem 7 (Open Elective-II) · B.Tech Biotechnology · Sem 7 (Open Elective-II) · B.Tech Agricultural Engineering · Sem 7 (Open Elective-II)

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Syllabus

5 units · 40 lecture hours
Unit1

Unit 1: Industry 4.0

8 hrs

Concept, Globalization and emerging issues, The Fourth Revolution, LEAN manufacturing, Smart and connected business perspectives, Smart factories.

Unit2

Unit 2: Automation

8 hrs

Programable Logic Controller (PLC) and its Programming software, Communication of different devices with PLC, Sensor, Smart Sensor, HMI design, Cyber Physical System – key components, ISA-95 architecture, CPS-5C architecture, Concept of Digit Twin

Unit3

Unit 3: Communication

8 hrs

Protocols-MQTT, OPC UA, EtherNet/IP, Profinet, EtherCAT, etc; MQTT- History, MQTT broker, Message types, Quality of Service (QoS), Application; OPC UA-History, Specification, Client, Server, Programming with -Free and open-source software, Propriety software; Augmented Reality

Unit4

Unit 4: IoT Platform

8 hrs

Data Modelling, IoT Platforms-Thing, basic functionalities, Abstract definition of Thing, Networks, etc; IoT Gateway, Machine Interfaces-Cloud-based Mosquitto brokers, Programming with – Free and open-source software, Propriety software

Unit5

Unit 5: Machine Learning Foundation

8 hrs

Learning algorithms Supervised, Unsupervised, Self learning, Feature learning, etc. Models Artificial Neural Networks, Decision trees, Regression analysis, Genetic algorithms, etc.; Programming with – Free and open-source software, Propriety software

Course Objectives1 points
  • The objective of this course is to introduce students to Industry 4.0 concepts for smart manufacturing, covering the use of hardware, communication protocols, and IoT layers. It also aims to explore cloud computing platforms and machine learning applications to optimize and enhance smart factory operations.
Course Outcomes (COs)5 outcomes

After completion of the course student will be able to:

  1. CO1Introduce concept of Industry 4.0 for Smart Manufacturing.K2
  2. CO2Understand use various hardware used in Smart Manufacturing.K2
  3. CO3Understand need of various communication protocols. hardware and software, IoT Layers and their relative importance.K2
  4. CO4Understand could-computing IoT platform for Smart Manufacturing.K2
  5. CO5Understand machine learning to make smart factories.K2

Text Books

  1. Christoph Jan Bartodziej, “The Concept Industry 4.0 – An Empirical Analysis of Technologies and Application in Production Logistics”, Spinger Gabler, 2015
  2. Alasdair Gilchrist, “Industry 4.0 – The Industrial Internet of Thigs”, Springer Link, 2016
  3. Daniel Minoli, “Building the Internet of Things with IPv6 and MIPv6: The Evolving World of M2M Communications”, ISBN: 978-1-118- 47347-4, Willy Publications.
  4. Michahelles, “Architecting the Internet of Things”, ISBN 978-3- 642- 19156-5 e-ISBN 978-3-642-19157-2, Springer.
  5. Hakima Chaouchi, “The Internet of Things Connecting Objects to the Web” ISBN : 978-1-84821-140-7, Willy Publications.
  6. Olivier Hersent, David Boswarthick, Omar Elloumi, “The Internet of Things: Key Applications and Protocols”, ISBN: 978-1-119-99435-0, 2nd Edition, Willy Publications
  7. W. Botton, “Programmable Logic Controllers”, Fourth Edition, Elsevier, 2006

Official AKTU syllabus

This subject is on page 24, 25 of the original AKTU PDF.

Official AKTU syllabus PDF ↗