Pattern Matching Fuzzy Models for Time series Forecasting with Application

We study a new technique of forecasting time series , this is technique is pattern matching Fuzzy, which identify past relationships and its trends in historical data for forecasting future values .We connect Fuzzy Pattern Matching model with time series and we also make algorithm of Fuzzy Pattern Matching and application it on the real data (consuming electric energy in Ninevah Governerate) , and we used Mean Squared Deviation (MSD) and Mean Absolute Deviation (MAD) to get the optimal values