A hybrid modeling approach integrating first-principles knowledge with statistical methods for fault detection in HVAC systems.
Hesam HassanpourPrashant MhaskarJohn M. HouseTimothy I. SalsburyPublished in: Comput. Chem. Eng. (2020)
Keyphrases
- statistical methods
- fault detection
- fault diagnosis
- data mining techniques
- expert systems
- machine learning
- failure detection
- statistical analysis
- computational methods
- management system
- intelligent systems
- industrial processes
- statistical approaches
- fault identification
- biological data
- risk factors
- condition monitoring
- fault detection and isolation
- fault detection and diagnosis
- information retrieval
- knowledge base
- databases
- evolutionary algorithm
- statistical analyses
- fault localization
- data model
- knowledge discovery
- fuel cell
- tennessee eastman