Browsing by Author "Sadough Vanini, Z.N."
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Fault detection and isolation of a dual spool gas turbine engine using dynamic neural networks and multiple model approach
Sadough Vanini, Z.N.; Khorasani, K.; Meskin, N. ( Elsevier Inc. , 2014 , Article)In this paper, a fault detection and isolation (FDI) scheme for an aircraft jet engine is developed. The proposed FDI system is based on the multiple model approach and utilizes dynamic neural networks (DNNs) to accomplish ... -
Multiple-model sensor and components fault diagnosis in gas turbine engines using autoassociative neural networks
Sadough Vanini, Z.N.; Meskin, Nader; Khorasani, K. ( American Society of Mechanical Engineers , 2014 , Article)In this paper the problem of fault diagnosis in an aircraft jet engine is investigated by using an intelligent-based methodology. The proposed fault detection and isolation (FDI) scheme is based on the multiple model ...