Concepedia

Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms

Jack C.P. Cheng, Weiwei Chen, Keyu Chen, Qian Wang

Automation in Construction · 2020 · 498 citations · 46 references

Concepts

EngineeringConstruction ManagementIndustrial EngineeringInternet Of ThingsMachine LearningMaintenance EngineeringCondition-based MaintenanceMaintenance AnalyticsMaintenance ManagementMaintenance OptimizationMaintenance StrategyPredictive MaintenanceBim Maintenance PlanningData-driven MaintenanceMaintenance Data-driven Decision SupportMaintenance Decision SupportPredictive Maintenance AnalyticsPredictive Maintenance PlanningPredictive Maintenance Strategy

References

46

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Neural networks and physical systems with emergent collective computational abilities.

J. J. Hopfield · Proceedings of the National Academy of Sciences · 1982 · 19.3K citations

Medicine, Computer Systems, Neurobiology +17

Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu · International Journal of Forecasting · 1998 · 4.2K citations

Computing, Computer Science, Artificial Intelligence +11

Support vector machine in machine condition monitoring and fault diagnosis

Achmad Widodo, Bo‐Suk Yang · Mechanical Systems and Signal Processing · 2007 · 1.6K citations

Computing, Computer Engineering, Computer Science +16