01 July, 2022

The Electrical Engineering Department organized one week training program on ‘Applications of AI Techniques in Electrical Machines and Power System’ sponsored by GUJCOST – DST from 27th June 2022 to 1st July 2022. The aim of this STTP was to make participants aware about the latest research areas in the domain of Electrical Machines and Electrical Power System using various AI techniques for optimization of system parameters and to provide hands-on session for getting a clear idea about the use of AI to optimize system parameters by using MATLAB software.

Key features:

• Experts: Expert members from academia and industries
• STTP Convener: Prof H D Mehta
• Event coordinators: Prof. A. Y. Solanki, Prof. A. T. Mistry and Prof. D. R. Dobariya
• No. of participants: 45
• Venue: Microsoft teams

Discussion Points of the STTP:

• Applications of PSO for transformer design optimization

• Applications of SVM for data classification in power systems
• ANN and adaptive neuro fuzzy interface in power systems
• Robust control of micro-grid using Multi Agent System approach
• Industry insights for neural network and fuzzy logic
• Applications of ANN for power quality improvement
• Micro-grid control using AI
• Hands on Applications of AI in power systems
• Applications of clustering algorithms for load profiling
• Applications of AI in Wide area measurement systems of Gujarat Power System
• Artificial intelligence for classification of faults in power systems
• Classification of faults using Random forest heuristic classifier