I.I. (Ingeborg) de Pater MSc
I.I. (Ingeborg) de Pater MSc
Profiel
Biografie
Ingeborg de Pater is currently doing a PhD on predictive aircraft maintenance. In her PhD, she predicts the Remaining Useful Life of aircraft systems, with quantified uncertainty, using various machine learning methods. She subsequently uses these predictions to optimize the aircraft maintenance schedule with various optimization methods. In general, she is interested in applying machine learning and optimization methods to predictive aircraft maintenance. Prior to her PhD, she completed a bachelor and master in Econometrics and Operations Research at the Erasmus University Rotterdam.Expertise
Publicaties
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2024-3-4
If it ain't broke, don't fix it
Optimizing the predictive aircraft maintenance schedule with Remaining Useful Life prognostics
I.I. de Pater -
2023
A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers
Ingeborg de Pater / Mihaela Mitici
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2023
Constructing Health Indicators for Systems with Few Failure Instances Using Unsupervised Learning
I.I. de Pater / M.A. Mitici
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2023
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2023
Dynamic predictive maintenance for multiple components using data-driven probabilistic RUL prognostics
The case of turbofan engines
Mihaela Mitici / Ingeborg de Pater / Anne Barros / Zhiguo Zeng -
Prijzen
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2023
Professor Stein Haugen paper award
The 33rd European Safety and Reliability Conference (ESREL 2023) -
2022
Best Paper Award 2nd Prize, European Conference of the Prognostics and Health Management Society
PHM Society European Conference 2022 -
2021-9-29
Anna Valicek Award 2021
PhD candidate Ingeborg de Pater has received the Silver Medal for her paper on predictive aircraft maintenance at the 61st Annual Symposium AGIFORS (Airline Group of the International Federation of Operational Research Societies). Earlier this year Ingeborg’s work on aircraft maintenance has been awarded the Best Innovation at the AGIFORS Aircraft Maintenance Operations conference
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2021-7-16
Best Innovation award
Promovenda Ingeborg de Pater heeft op de AGIFORS Aircraft Maintenance Operations conferentie de Best Innovation award ontvangen voor haar werk: ‘Predictive maintenance for a fleet of aircraft with Remaining-Useful-Life prognostics and the management of spare components’. De prijs is een erkenning voor "de meest innovatieve ideeën of concepten voor het oplossen van een probleem in verband met de exploitatie van luchtvaartmaatschappijen".
AGIFORS Aircraft Maintenance Operations Special Session