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In this piece, permeability data is available of a well which is trained under fuzzy rule based modelling. It seems that controlling the training is beyond and fuzzy made it plausible to map the new well. Machine and program respond well with each other although difficulties arise at memory adjustment and these were due to data clustering. Different number of epoch is tried with various types of functions and approaches drawing training and testing. It is an opinion to review various possibilities to customize the membership functions to set up procedures to send notifications to design new well explorations.