This book investigates an alternative system to the P system model using the persistent Turing Machine. The proposed system likewise P-systems has two phases of computation application and communication phases. Our design considers each membrane in the system membrane structure as a machine and the design of this machine will be explained using state transition graphs.Each machine processes its own data by applying its own rules in localized manner.