Concepedia

Maren David Dangut

MD

5

Publications

206

Citations

5

H-Index

2020

Active since

Affiliations

Cranfield University(Current)

Higher Colleges of Technology

Maren David Dangut is an author at Cranfield University specializing in predictive maintenance, systems engineering, and data science.

Top concepts

EngineeringData ScienceSystems EngineeringPredictive MaintenanceBusinessData MiningMachine LearningPredictive AnalyticsReliability EngineeringDiagnosis

Publications per year

2020–2022

5

Publications

5

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

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

Rescaled-LSTM for Predicting Aircraft Component Replacement Under Imbalanced Dataset Constraint

Maren David Dangut, Zakwan Skaf, Ian Jennions · 2020 Advances in Science and Engineering Technology International Conferences (ASET) · 2020 · 14 citations

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