A dynamic “predict, then optimize” preventive maintenance approach using operational intervention data

Mathematics

• Preventive Maintenance 100%
• Optimise 69%
• Predict 61%
• Maintenance 30%
• Policy 26%
• Prediction Model 17%
• Optimization Model 16%
• Markov Decision Process 16%
• Finite Horizon 15%
• Generalized Linear Model 14%
• Schedule 14%
• Model 13%
• Vary 11%
• Markov chain 10%
• Siméon Denis Poisson 10%
• Prediction 10%
• Chain 10%
• Estimate 6%

Business & Economics

• Preventive Maintenance 85%
• Generalized Linear Model 17%
• Original Equipment Manufacturers 15%
• Finite Horizon 15%
• Markov Decision Process 15%
• Markov Chain 14%
• Prediction Model 13%
• Optimization Model 12%
• Prediction 10%
• Schedule 10%

Engineering & Materials Science

• Preventive maintenance 77%
• Chain length 15%
• Markov processes 11%
• Markov chains 10%