Title :
Modeling and Simulation of the Automated Pharmacy System
Author :
Zhao, Xuefeng ; Yun, Chao ; Liu, Xiangquan ; Wang, Wei
Author_Institution :
Sch. of Mech. Eng. & Autom., Beihang Univ., Beijing
Abstract :
The automated pharmacy system actualizes the automation of medicines-filling, medicines-storage and medicines-dispensing, it also solves the existing problems caused by dispersedly stored and manually operated such as inefficiency prescription-processing and high error ratios in hospitals. Medicines are dispensed by the lifter system, which is a nonlinear, time-varying and complex system. A fuzzy self-adaptive PID control method, which synthesizes the merits of fuzzy control and PID control, is presented to study the dynamic characteristics of the lifter system. The scheduling policy is crucial to elevating retrieve and storage efficiency. A strategy based on the genetic algorithm is proposed and its performance is analyzed. Experiment results and computer simulations have proved the feasibility and effectiveness of the controller and the strategy. So the good performance and high efficiency of the automated pharmacy system are achieved.
Keywords :
adaptive control; fuzzy control; genetic algorithms; medical control systems; nonlinear control systems; three-term control; time-varying systems; automated pharmacy system; complex system; fuzzy self-adaptive PID control method; genetic algorithm; lifter system; medicines-dispensing automation; medicines-filling automation; medicines-storage automation; nonlinear system; time-varying system; Automatic control; Control system synthesis; Fuzzy control; Fuzzy systems; Hospitals; Medical control systems; Medical simulation; Storage automation; Three-term control; Time varying systems; Automated Pharmacy System; Dynamic Model; Fuzzy adaptive PID Control; Genetic Algorithm; Storage-allocation;
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
Conference_Location :
Hunan
Print_ISBN :
978-0-7695-3357-5
DOI :
10.1109/ICICTA.2008.374