Table 1 Overview of application domains, solution algorithm, first inspection interval considered or not, and characteristic feature by the central reviewed literature
Ref. | Application domain | Solution algorithm | Consider first inspection interval? | Characteristic feature |
|---|---|---|---|---|
[24] Kim et al. (2007) | Spares inventory | ‒ | ‒ | Principal-agent model |
[25] Nowicki et al. (2008) | Spares inventory | Allocation algorithm | ‒ | METRIC |
[26] Mirzahosseinian and Piplani (2011) | Spares inventory | ‒ | ‒ | METRIC; Queueing theory; Markov chain |
[27] Jin and Tian (2012) | Spares inventory; Reliability | Simulation | ‒ | Reliability design; Spare parts logistic |
[28] Mirzahosseinian and Piplani (2013) | Spares inventory; Reliability | ‒ | ‒ | METRIC; Reliability design; Spare parts logistic |
[29] Zhang et al. (2014) | Spares inventory; Reliability | Simulation | ‒ | Reliability design; Spare parts logistic |
[30] Jin et al. (2015) | Spares inventory; Reliability | Gradient Descent | ‒ | METRIC; Game theory |
[31] Mirzahosseinian et al. (2016) | Spares inventory; Reliability | ‒ | ‒ | METRIC; Reliability design; Spare parts logistic |
[32] Riccardo et al. (2016) | Spares inventory | Quick Request selection algorithm; Local Department Kit allocation algorithm | ‒ | METRIC |
[37] Qiu et al. (2017) | Maintenance optimization | ‒ | No | Mathematical statistical theory; Virtual age model |
[38] Xiang et al. (2017) | Maintenance optimization | Discrete algorithm | No | Stochastic deterioration model |
[33] Hur et al. (2018) | Spares inventory | Runge-Kutta methods; Discrete event simulation | ‒ | Markov chain |
[34] Patra et al. (2019) | Spares inventory; Reliability | ‒ | ‒ | Principal-agent model; Time-series model |
[39] Wang et al. (2019) | Maintenance optimization | Simulation | No | Mathematical statistical theory |
[40] Yang et al. (2019) | Maintenance optimization | ABC algorithm | No | Delay-time-based maintenance model |
[41] Li et al. (2020) | Maintenance optimization | Coordinate search algorithm | No | Mathematical statistical theory |
[42] Wang et al. (2020) | Maintenance optimization | PSO algorithm | No | Degradation-threshold-shock model |
[35] Hosseinifard et al. (2021) | Spares inventory | Simulation | ‒ | Service-level agreement |
This paper | Maintenance optimization | PSO algorithm | Yes | Stochastic deterioration model |