Concepedia

Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes

Pablo G. Morato, Konstantinos G. Papakonstantinou, Charalampos Andriotis, Jannie Sønderkær Nielsen, Philippe Rigo

Structural Safety · 2021 · 79 citations · 56 references

Open access

Concepts

Reliability EngineeringEngineeringMaintenance PolicyUncertainty QuantificationCivil EngineeringPredictive MaintenanceStructural Health MonitoringOptimal InspectionSystems EngineeringBuilding MaintenanceMarkov Decision ProcessesConstruction ManagementMaintenance ManagementDynamic Bayesian NetworksConstruction EngineeringStructural EngineeringDeterioration Modeling

References

56

Artificial intelligence: a modern approach

Choice Reviews Online · 1995 · 22.2K citations · Full text

Artificial Intelligence, Engineering, Intelligent Agent +12

Markov Decision Processes: Discrete Stochastic Dynamic Programming.

Kasra Hazeghi, Martin L. Puterman · Journal of the American Statistical Association · 1995 · 8.4K citations

Markov Decision Process, Engineering, Stochastic Game +15

Planning and acting in partially observable stochastic domains

Leslie Pack Kaelbling, Michael L. Littman, Anthony R. Cassandra · Artificial Intelligence · 1998 · 4K citations

Engineering, Ai Planning, Motion Planning +6

Dynamic bayesian networks: representation, inference and learning

Kevin P. Murphy, Stuart Russell · 2002 · 2.6K citations

Information Value Theory

Ronald A. Howard · IEEE Transactions on Systems Science and Cybernetics · 1966 · 984 citations

Engineering, Value Theory, Uncertain Reasoning +21