Yazar "Bilgiç, Taner" için MF - Makale Koleksiyonu | Endüstri Mühendisliği Bölümü / Department of Industrial Engineering listeleme
-
Maintenance policy analysis of the regenerative air heater system using factored POMDPs
Kıvanç, İpek; Özgür Ünlüakın, Demet; Bilgiç, Taner (Elsevier Ltd, 2022-03)Maintenance optimization of multi-component systems is a difficult problem. Partially Observable Markov Decision Processes (POMDPs) are powerful tools for such problems under uncertainty in stochastic environments. In this ... -
Performance analysis of an aggregation and disaggregation solution procedure to obtain a maintenance plan for a partially observable multi-component system
Özgür Ünlüakın, Demet; Bilgiç, Taner (Elsevier Sci Ltd, 2017-11)We analyze the performance of an aggregation and disaggregation procedure in giving the optimal maintenance decisions for a multi-component system under partial observations in a finite horizon. The components deteriorate ...