New Year Offer End Date: 30th April 2024
b0ad7a71 images
Program

AI for Autonomous Industrial Systems and Process Optimization

Build AI Models to Optimize Industrial Processes, Detect Faults, and Improve Efficiency

Skills you will gain:

About Workshop:

The “AI for Autonomous Industrial Systems and Process Optimization” workshop explores the integration of artificial intelligence in enhancing automation, optimizing industrial processes, and driving efficiency across manufacturing and production systems. Through hands-on sessions and expert-led discussions, participants will gain practical insights into deploying AI technologies for predictive maintenance, process control, and system optimization in real-world industrial applications.

Aim:

The “AI for Autonomous Industrial Systems and Process Optimization” workshop aims to equip participants with the skills to implement AI solutions that optimize industrial processes, enhance automation, and drive efficiency in manufacturing systems.

Workshop Objectives:

  • Provide an understanding of AI technologies in industrial automation.
  • Demonstrate the application of AI in predictive maintenance and process optimization.
  • Equip participants with hands-on experience in deploying AI solutions in industrial settings.
  • Explore strategies for improving system efficiency and decision-making through AI integration.

What you will learn?

⚙️ Day 1: Industrial Data & Problem Understanding

     Understand industrial systems + data

  • What are autonomous industrial systems (simple explanation)
  • Types of industrial data:
    • Sensor data
    • Machine logs
    • Process parameters

Hands-on:

  • Load industrial dataset (CSV/time-series)
  • Data cleaning & preprocessing
  • Feature understanding

🤖 Day 2: AI for Optimization & Fault Detection

 Build ML models

  • Predictive maintenance basics
  • Regression + classification models

Hands-on:

  • Fault detection model (classification)
  • Efficiency prediction model (regression)

📊 Day 3: Optimization + Insights + Decision System

  Turn model into decision tool

  • Model interpretation
  • Optimization logic (basic)
  • Decision-making systems

Hands-on:

  • Feature importance
  • Scenario testing
  • Create simple decision dashboard (plots)

Final Output:

  • Model + insights + optimization suggestions
  • Industry-ready mini case study

🧰 Tools

  • Python (Colab)
  • Pandas, Scikit-learn
  • Excel (optional quick analysis)

Mentor Profile

Fee Plan

StudentINR 2499/- OR USD 75
Ph.D. Scholar / ResearcherINR 3499/- OR USD 85
Academician / FacultyINR 4499/- OR USD 95
StudentINR 6499/- OR USD 115

Get an e-Certificate of Participation!

2024Certfiacte

Intended For :

  • Industry professionals in manufacturing and process optimization.
  • Data scientists and machine learning engineers.
  • Researchers and academicians in AI and industrial systems.
  • Ph.D. scholars and graduate students in AI or industrial automation.
  • Operations managers and process engineers looking to optimize industrial processes.

Career Supporting Skills

Program Outcomes

  • Enhanced understanding of AI technologies and their role in industrial automation.
  • Practical knowledge in implementing AI-driven predictive maintenance and process optimization.
  • Ability to deploy AI solutions to improve efficiency, reduce downtime, and optimize resource management in industrial systems.
  • Improved decision-making skills through the integration of AI for system control and optimization.