Short Term Training Program on Artificial Intelligence, Machine Learning and Deep Learning applications in Production and Manufacturing Systems
January 2, 2020 - January 15, 2020
Objectives of the Workshop
To enable the participants to learn Artificial Intelligence and Machine Learning applications in Production and Manufacturing Systems.
To enable the participants acquire modelling, simulation and optimization of various production and Manufacturing process with hands on experience by using software packages.
To empower the participants with the knowledge and skills of several tools, techniques, and methods of AI, ML approaches in Production and Manufacturing systems also prepare them to each these courses at their respective institutions.
Topics to be covered
Overview of Manufacturing systems and Industry 4.0
Artificial Intelligence and Machine Learning introduction.
Implementation of Artificial Intelligence techniques in Manufacturing and Production systems.
Overview of Machine learning Tools and Techniques.
Application of AI and ML in Production and manufacturing systems with cases.
Simulation and modeling of manufacturing systems.
Hands on session with MATLAB simulation and Optimization Tool box
Simulation and Optimization in Production Systems using different Cases.
Simulation Lab ARENA, FLEXSIM, etc.
Overview of Big data and Data ware Housing.
Big data and Data ware Housing in Manufacturing and Production System.
Soft computing Techniques overview.
Applications of Soft computing with AI and ML Techniques.
Case studies with Soft computing, AI and ML Techniques
About NIT Warangal
National Institute of Technology (formerly Regional Engineering College), Warangal is the first among 17 RECs setup as joint venture of the Government of India and the state government. Over the years the college has established itself as a premier Institution imparting technical education of a very high standard leading to the B.Tech degrees in various branches of engineering and M.Tech and Ph.D. programs in various specializations.
About the Department of Mechanical Engineering
The Department of Mechanical Engineering offers an UG program, seven PG programs and a Ph.D. program as well. There are 39 qualified and experienced faculty in the department. The department has liaison with reputed industries and R&D organizations like NFTDC, BHEL, DMRL, DRDL, CMTI, etc. Presently the department is handling several R&D projects and consultancy works. Warangal is known for its rich historical and cultural heritage. It is situated at a distance of 140 km from Hyderabad. Warangal is well connected by rail and road. National Institute of Technology campus is 2 km away from Kazipet junction and 12 km away from Warangal station.