CM4013 Intelligent Product Design and Manufacturing Syllabus:
CM4013 Intelligent Product Design and Manufacturing Syllabus – Anna University PG Syllabus Regulation 2021
OBJECTIVES:
To understand the basic principles of intelligent product design and manufacturing.
To study the various techniques of knowledge representation.
To study the different the modelling techniques in intelligent product design and manufacturing.
To apply the neural networks in manufacturing systems.
To understand and develop the web based CAD/CAM internet model.
UNIT I INTRODUCTION TO INTELLIGENT DESIGN AND MANUFACTURING
Need – Internet technology and Manufacturing Industry – Digital enterprises – Manufacturing portals – Benefits.
UNIT II TECHNIQUES OF KNOWLEDGE REPRESENTATION
Artificial Neural Networks, Fuzzy Logic, Genetic Algorithms, Expert Systems with case studies.
UNIT III INTELLIGENT PRODUCT MODELING TECHNIQUES
Intelligent CAD systems, integrating product and process design, manufacturing analysis and CAD/CAM integration, design methodology for automated manufacture, the impacts of intelligent process control on product design, and fuzzy knowledge-based controller design.
UNIT IV APPLICATION OF NEURAL NETWORKS
Neural Networks for Intelligent Process Monitoring and Control : Applications to CNC machining, Metal Forming – Intelligent Manufacturing Planning, Scheduling and Control – Intelligent Assembly and Layout Planning.
UNIT V INTERNET BASED COLLABORATIVE CAD/CAM
Applications to web based CAD, CAPP, CNC, Assembly planning, and Rapid Prototyping – Challenging issues of Collaborative CAD/CAM.
OUTCOMES:
CO1: Demonstrate Internet technology in manufacturing Industry
CO2: Make use of techniques of Knowledge Representation
CO3: Analysis of various CAD/CAM system
CO4: Apply neural networks for intelligent process monitoring and control
CO5: Develop web based CAD/CAM internet model
REFERENCES
1. Dagli, C.H., “Intelligent systems in design and manufacturing”, ASME, 1994.
2. Huang, G.Q. and Mak, K.L., “Internet Applications in Product design and Manufacturing” ,Springer, 2003.
3. Kusiak, A., “Intelligent Design and Manufacturing”, Wiley-Interscience, 1992.
4. Parsaei, H.R. and Jamshidi, M., “Design and implementation of intelligent manufacturing systems”, Prentics Hall, 1995.