Title :
Selective maintenance optimization for multi-state systems
Author :
Chen, Cheng ; Meng, Max Q -H ; Zuo, Ming J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Alberta Univ., Edmonton, Alta., Canada
Abstract :
In many military and industrial environments, systems are required to perform a sequence of missions with finite breaks between missions. During the breaks, it may be impossible to perform all desirable maintenance activities prior to the beginning of the next mission. What maintenance activities should be performed during the limited amount of time is a problem deserving studies. This kind of problem is called a selective maintenance problem. In this paper, we consider a parallel-series system with M subsystems connected in series wherein each subsystem consists of N/sub i/ identical components connected in parallel. Each component and the system may be in K+1 possible states, i.e., 0, 1, 2, a, K. When the system comes into the maintenance depot from the previous mission, the states of the components and the system can be determined. An optimization model is presented for minimization of total maintenance cost subject to system state probability requirements for the next mission. The shortest path method is used to solve the integer nonlinear programming problem.
Keywords :
integer programming; maintenance engineering; nonlinear programming; component states; finite mission breaks; industrial environments; integer nonlinear programming; maintenance activities; military environments; multi-state systems; optimization model; parallel-series system; selective maintenance optimization; shortest path method; system state probability requirements; total maintenance cost minimisation; Airplanes; Computer industry; Cost function; Defense industry; Maintenance; Mechanical engineering; Military aircraft; Military computing; Reliability; Time factors;
Conference_Titel :
Electrical and Computer Engineering, 1999 IEEE Canadian Conference on
Conference_Location :
Edmonton, Alberta, Canada
Print_ISBN :
0-7803-5579-2
DOI :
10.1109/CCECE.1999.804927