Sounds like a reliability problem. I assume you have some measure of part degradation (or possibly, failure data from other identical parts) and some definition of what you would consider a failure. Do you have other factor that effect the part? Is it a single part or multiple parts? Are they repairable? There are a number of potential reliability platforms you can use, but it depends on the assumptions you're making about the part.