Smart Manufacturing

The CII & IITD-AIA FSM Two-Day Masterclass on Digital Twin is designed to provide participants with a comprehensive understanding of Digital Twin technologies and their applications in smart manufacturing. The program combines expert lectures, facility visits, and extensive hands-on sessions to enable participants to learn both the theoretical foundations and practical implementation of Digital Twins in industrial environments. 

Over two days, participants will explore how Digital Twins create digital replicas of physical systems to improve monitoring, decision-making, and operational efficiency in manufacturing. The program begins with fundamental concepts of Digital Twins and gradually progresses to advanced applications including machine tools, predictive quality analysis, MATLAB-based modeling, and cybersecurity considerations in connected manufacturing systems. 

Participants will gain practical exposure through hands-on laboratories using tools such as Emulate3D, where they will learn to build simulation models, configure logic controls, and run production system simulations. These labs will also demonstrate virtual commissioning, PLC data integration, and real-time performance visualization for manufacturing machines. 

The program also includes a visit to IAFSM’s Cyber-Physical facilities, where participants will experience demonstrations of smart manufacturing technologies and observe real-world digital twin implementations. Additional sessions will cover machine tool digital twins, physics-based modelling using MATLAB/Simulink, and cybersecurity strategies for protecting industrial digital environments.

By the end of the masterclass, participants will develop a clear understanding of how Digital Twin technologies can be applied to optimize manufacturing processes, enable predictive insights, improve quality analysis, and support secure smart manufacturing systems. The program concludes with certificate distribution and networking opportunities to encourage collaboration among industry professionals and experts.

Course Summary: AI/ML Preparation Module for Implementers

The AI/ML Preparation Module for Implementers is a focused, 3-day hands-on program designed to equip participants with practical knowledge and implementation-ready skills in Artificial Intelligence and Machine Learning. Conducted at IIT Delhi with a limited cohort to ensure effective learning, the course bridges the gap between theoretical foundations and real-world AI/ML applications.

The program begins with an overview of AI, ML, and Deep Learning concepts, followed by structured coverage of data handling, exploratory data analysis, and core supervised and unsupervised learning techniques. Strong emphasis is placed on hands-on sessions, where participants build regression and classification models, gaining confidence in end-to-end ML workflows.

In the advanced phase, the course introduces Generative AI building blocks and their practical relevance. Participants work on implementing a Document Query System, providing exposure to modern AI use cases and system-level thinking. The module is delivered by experienced faculty and practitioners, ensuring both academic rigor and industry relevance.

By the end of the course, participants will be capable of:

• Understanding and applying core AI/ML concepts

• Building and evaluating ML models independently

• Gaining foundational exposure to Generative AI systems

• Translating AI/ML knowledge into practical implementations

Course created for FSM Online Internship 2021 participants.

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Course covering Fundamentals of Smart Manufacturing and Industry 4.0

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Level-A: Pre-Course Assessment

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