Comparison of Artificial Intelligence and Experimental Results in Performance of Machines

The demand of electricity is increasing day by day and we have to use stand-alone generators to meet this demand. Various non-conventional energy resources are used these days but the generation capacity of these sources is very less. So, to meet the high demand we can make use of Self-Excited Induction Generators. These generators are used where speed of wind is high. In remote areas where we use these generators few constraints are there as regards the operation.These constraints pertain to meeting the magnetizing requirement of the Self-Excited Induction Generators. For this we have to analyze the performance of this machine at variable speed of wind. Constant voltage output is also a big challenge Herein this work Artificial Intelligence Technique ANFIS is recommended to analyze the performance of machine. Subsequently the outcomes are compared with experimental consequences and it is verified that AI technique is faster, more accurate and can be used to judge the performance of any electrical machine.