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Structure choice and identification of stratified models' parameters are presented in this paper. Stratification is suggested to base on the environmental structure of the plant. Algorithm of Generalized Back Propagation Through Time is applied as the identification method. Vertical hot water tank serves as the illustration of application to single dimensional case. Methods of generalization on three dimensional case are suggested.