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
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.
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.
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.
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