André Listou Ellefsen

Remaining useful life predictions for turbofan engine degradation using semi-supervised deep architecture

André Listou Ellefsen, Emil Bjørlykhaug, Vilmar Æsøy et al. · Reliability Engineering & System Safety · 2018 · 482 citations · Full text

Artificial Intelligence, Turbofan Engine Degradation, Machine Learning +24

Fault Detection With LSTM-Based Variational Autoencoder for Maritime Components

Peihua Han, André Listou Ellefsen, Guoyuan Li et al. · IEEE Sensors Journal · 2021 · 102 citations

Fault Diagnosis, Reliability Engineering, Preventive Maintenance +11

A Comprehensive Survey of Prognostics and Health Management Based on Deep Learning for Autonomous Ships

André Listou Ellefsen, Vilmar Asoy, Sergey Ushakov et al. · IEEE Transactions on Reliability · 2019 · 101 citations

Artificial Intelligence, Engineering, Machine Learning +18

A Novel Densely Connected Convolutional Neural Network for Sea-State Estimation Using Ship Motion Data

Xu Cheng, Guoyuan Li, André Listou Ellefsen et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 88 citations

Convolutional Neural Network, Engineering, Ship Maneuvering +18

Fault Prognostics Using LSTM Networks: Application to Marine Diesel Engine

Peihua Han, André Listou Ellefsen, Guoyuan Li et al. · IEEE Sensors Journal · 2021 · 73 citations

Fault Diagnosis, Engineering, Machine Learning +18