Code underlying the publication: Maintenance Optimization for Multi-Component Systems with a Single Sensor

  • Ragnar Eggertsson (Ontwerper)
  • Ayse Sena Eruguz (Vrije Universiteit Amsterdam) (Ontwerper)
  • Rob J.I. Basten (Ontwerper)
  • Lisa Maillart (University of Pittsburgh) (Ontwerper)

Dataset

Omschrijving

This is the code used to generate the results for the paper Maintenance Optimization for Multi-Component Systems with a Single Sensor by Ragnar Eggertsson, Ayse Sena Eruguz, Rob Basten, and Lisa M. Maillart. The paper introduces a novel model to optimize maintenance interventions for a multi-component system with a single sensor. The model is formulated as a partially observable Markov decision process. The Python script in this repository implements the algorithm, discussed in the paper, that solves the model. This algorithm is a type of incremental pruning algorithm. Running this algorithm generates the results presented in the section Illustrative Examples.
Datum van beschikbaarheid12 sep. 2024
Uitgever4TU.Centre for Research Data

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