Engine maintenance is a challenging task for airlines as engines are critical assets that necessitate careful attention and expensive repairs. The planning of spare engines and engine parts is a particularly difficult task that must be carried out for engine repair operations. As such, this blog will present the application of a simulation-based approach utilized for planning the ownership level of spare engines and engine parts needed to achieve target service level and airworthiness.