Title :
Study on mechanical properties evaluation for pneumatic actuator and electric actuator based on information entropy
Author :
Zhang, Yeming ; Cai, Maolin
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Abstract :
The actuators´ mechanical properties evaluation is a fuzzy concept with multiple properties and classes, and there are still some limits of fuzzy comprehensive evaluation method. The fuzzy data quantification and information entropy methods are combined to establish the actuators´ mechanical properties evaluation (MPE) model. The weighted average principle has been taken to replace the maximum membership principle when dealing with weighted coefficient of the actuaors´ mechanical properties. The pneumatic actuator and electric actuator in actual working field are taken as an example to verify the model. The result shows that it is effective, efficient, easy to apply and worth to being recommended in similar electromechanical products.
Keywords :
electric actuators; entropy; fuzzy set theory; pneumatic actuators; electric actuator; fuzzy comprehensive evaluation; fuzzy data quantification; information entropy; maximum membership principle; mechanical properties evaluation; pneumatic actuator; weighted average principle; Automation; Computer aided instruction; Decision making; Employee welfare; Information entropy; Mathematics; Mechanical factors; Pneumatic actuators; Thermodynamics; Uncertainty; electric actuator; evaluation; fuzzy properties; information entropy; mechanical properties; pneumatic actuator;
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7737-1
DOI :
10.1109/MACE.2010.5536471