Subject Details
Dept     : CS
Sem      : 6
Regul    : 2023-2024
Faculty : Dr.R.Lavanya
phone  : NIL
E-mail  : lavanyaprabhakaran07@gmail.com
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Syllabus

UNIT
1
Introduction

Introduction -The Development and Application of AI technology-Why do we need Industrial AI: New Perspectives I n Industrial system for AI-The Basic method of Solving Problems with AI-What kind of AI Technology is most suitable for Industry-When Machine Intelligence meets Industry- Difference between Industrial AI-Challenges of AI in Industry

UNIT
2
Definition and Meaning of Industrial AI

Definition and Meaning of Industrial AI-The Beginnings of Industrial AI-The Purpose And Value of Industrial AI-Technical elements of Industrial AI-CPS: An architecture for Integrating the Technological elements of Industrial Intelligence- Industrial AI: Categories of Algorithms- Industrial AI Algorithms.

UNIT
3
Killer Applications of Industrial AI

Killer Applications of Industrial AI-Application Scenario types of Industrial AI-What will become the Killer Applications of Industrial AI-Predictive Maintenance of Equipment-Virtual Metrology and Process Quality Control-Energy Management and Energy Efficiency Optimization-Defect Deduction and Material sorting based on Machine Vision-Scheduling Optimization for Production and Maintenance Plan.

UNIT
4
Enabling Industrial AI Systems

Enabling Industrial AI Systems-Intelligent Monitoring and Maintenance platform for CNC machines-Intelligent Operations and Maintenance system for Offshore Wind Forms-Intelligent Rail Transit predictive Maintenance System.

UNIT
5
How to Establish Industrial AI Technology and Capability

How to Establish Industrial AI Technology and Capability-Assessment of Basic Capability Maturity during Industrial Intelligence Transformation-Assessment tools for Global Industrial AI Enterprise-Foxconn Lighthouse Factory-How to Construct the Organizational Intelligent Transformation Ability in Industrial Enterprise-Open source Industrial Big data Competitions.

Reference Book:

1. Artificial Intelligence: A Modern Approach (3rd Edition) by Stuart Russell, Peter Norvig

Text Book:

1. Industrial AI: Applications with Sustainable Performanceā€¯ by Jay Lee, ISBN : 978-981-15-2144-7

 

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