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The adaptive identification method is designed for estimation of system parameters with the Bouc-Wen hysteresis. It is based on the use of adaptive observers and eliminates the problems inherent the identification procedures of such systems. Adaptive algorithms for identifying processes in an adaptive system are developed. The limitation of processes in the adaptive system is proved. The exponential dissipativity of the adaptive system is proved.