DEMYSTIFYING MANUFACTURING ANALYTICS: NAVIGATING THE FUTURE OF INDUSTRY 4.0
About the Workshop
The two-day workshop is crafted to help participants understand the impact of manufacturing analytics and Industry 4.0 technologies. Participants will get an overview of the transformative power of manufacturing analytics and advanced technologies shaping the future of production.
Key Takeaways
- Understand the key stages of digital transformation digitization, digitalization, and digital transformation and explore how they can be integrated to optimize manufacturing processes and improve operational efficiency.
- Explore the different types of manufacturing data, how to harness them effectively, and the strategic value they bring in driving business decisions and continuous improvement.
- Learn how to utilize prescriptive analytics to optimize decision-making and drive proactive solutions in manufacturing operations.
- Learn about the challenges of manufacturing analytics delivery.
Who is it for?: Professionals and students
Faculty: IIT Madras faculty and industry experts
Delivery Mode: Live Online
Dates: 01st and 2nd March, 2025 Time: 10 am to 5 pm
Fees
- Faculty and Students: INR 499 (ID card required)
- Participants from MSME: INR 1999
- Industry participants and working professionals: INR 2999
Workshop Outline
Day 1
Topic 1: From Digitization to Digital Transformation
- Definitions and Differentiation
- Industry 4.0 and Smart Manufacturing
- Benefits and Challenges of Digital Transformation
Topic 2: Data as the Foundation of Manufacturing Analytics
- Types of Data in Manufacturing:
- Production data
- Quality data
- Machine data
- Inventory data
- Sources of Manufacturing Data: Sensors, IoT devices, etc.
- Data Integrity and Quality: Ensuring accuracy, timeliness, and completeness of data
Topic 3: Predictive and Prescriptive Analytics for Manufacturing
- Predictive Analytics:
- Forecasting demand using historical data and trends
- Predictive maintenance
- Prescriptive Analytics:
- Optimizing decisions based on predictive insights
Day 2
Topic 4: IoT Trends for Manufacturing
- The Kaatru Project Case Study
Topic 5: Overview of Computer Vision
- Basics of computer vision and its application in manufacturing
- Defect Detection: Identifying quality defects in products using machine vision
Topic 6: Current Trends
- Edge Analytics
- Digital Twinning
