Resilient maintenance of carbonation-affected concrete infrastructure via physics-informed learning and predictive strategy
Chunhui Guo, Zhenglin Liang
Topics & Concepts
CarbonationModel predictive controlProcess (computing)Benchmark (surveying)Predictive maintenanceComputer scienceResilience (materials science)Markov decision processArtificial neural networkPreventive maintenanceBellman equationMachine learningFunction (biology)Control (management)Maintenance actionsEngineeringMarkov processRecurrent neural networkRisk analysis (engineering)Decision treeReliability engineeringPartially observable Markov decision processArtificial intelligenceContingencyInferenceCritical infrastructurePsychological resiliencePredictive modellingNoise (video)Decision support systemVariable (mathematics)Concrete Corrosion and DurabilityInfrastructure Maintenance and MonitoringConcrete Properties and Behavior