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The book explains about the random nature of particle movement in a power transformer. Movement of the particle is administrated by many factors. Only fewer tools can be much useful to analyze the random behavior of the particle. Monte - Carlo is a well proven technique to find solutions of random behavior. In this book impact of randomness on the particle movement is analyzed by using Monte-Carlo technique.