Title :
Research on Preventive Maintenance Cycle´s Optimization of Complex System
Author :
Lv, De-feng ; Zuo, Hong-fu ; Cai, Jing
Author_Institution :
Civil Aviation Coll., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing
Abstract :
For complex mechanical equipment containing N units the optimal model to preventive maintenance cycle policy is proposed to minimize the maintenance cost rate, the model is subject to the availability and the reliability. And optimal variable is preventive maintenance cycle. The recursion relationship of failure rate before and after imperfect preventive maintenance was built up concerning with the concept of age reduction factor. Finally, immunity particle swarm algorithm is used to solve the model; the result of an example proves the model valid and effective and the cost rate decreases 10.2% than single parts maintenance policy under identical restraint condition.
Keywords :
large-scale systems; particle swarm optimisation; preventive maintenance; production equipment; age reduction; complex mechanical equipment; complex system; immunity particle swarm algorithm; maintenance cost rate; optimal model; optimization; preventive maintenance cycle; Aging; Availability; Control systems; Cost function; Educational institutions; Electronic mail; Particle swarm optimization; Preventive maintenance; Reliability; Resumes; availability; immunity particle swarm algorithm; optimization; preventive maintenance; reliability;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.262