Zakwan Skaf

An integrated machine learning model for aircraft components rare failure prognostics with log-based dataset

Maren David Dangut, Zakwan Skaf, Ian Jennions · ISA Transactions · 2020 · 72 citations · Full text

Reliability Engineering, Engineering, Machine Learning +15

A Rest Time-Based Prognostic Framework for State of Health Estimation of Lithium-Ion Batteries with Regeneration Phenomena

Taichun Qin, Shengkui Zeng, Jianbin Guo et al. · Energies · 2016 · 50 citations · Full text

Engineering, Life Prediction, Deterioration Modeling +20

Application of deep reinforcement learning for extremely rare failure prediction in aircraft maintenance

Maren David Dangut, Ian Jennions, Zakwan Skaf · Mechanical Systems and Signal Processing · 2022 · 50 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

A rare failure detection model for aircraft predictive maintenance using a deep hybrid learning approach

Maren David Dangut, Ian Jennions, Zakwan Skaf · Neural Computing and Applications · 2022 · 47 citations · Full text

Handling imbalanced data for aircraft predictive maintenance using the BACHE algorithm

Maren David Dangut, Zakwan Skaf, Ian Jennions · Applied Soft Computing · 2022 · 23 citations · Full text

Reliability Engineering, Engineering, Data Science +15