top of page
This site was designed with the
.com
website builder. Create your website today.Start Now

Publications

Google Scholar lists papers by citation count order. Papers are listed below by year.

​2023

  • Ingeborg de Pater and Mihaela Mitici. “A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers”. In: Neural Networks (2023).

  • Simon van Oosterom and Mihaela Mitici. “Optimizing the battery charging and swapping infrastructure for electric short-haul aircraft - the case of electric flight in Norway”. In: Transportation Research Part C: Emerging Technologies (2023).

  • M Zoutendijk, M Mitici, and JM Hoekstra. “An investigation of operational management solutions and
    challenges for electric taxiing of aircraft”. In: Research in Transportation Business & Management 49
    (2023), p. 101019.

  • Mike Zoutendijk, Simon J van Oosterom, and Mihaela Mitici. “Electric Taxiing with Disruption Management: Assignment of Electric Towing Vehicles to Aircraft”. In: AIAA AVIATION 2023 Forum. 2023, p. 4219.

  • Sunyue Geng, Ming Yang, Mihaela Mitici, and Sifeng Liu. “A resilience assessment framework for complex engineered systems using graphical evaluation and review technique (GERT)”. In: Reliability Engineering & System Safety 236 (2023), p. 109298.

  • Mihaela Mitici, Ingeborg de Pater, Anne Barros, and Zhiguo Zeng. “Dynamic predictive maintenance for multiple components using data-driven probabilistic RUL prognostics: The case of turbofan engines”. In: Reliability Engineering & System Safety (2023), p. 109199.

  • Mihaela Mitici, Birgitte Hennink, Marilena Pavel, and Jianning Dong. “Prognostics for Lithium-ion batteries for electric Vertical Take-off and Landing aircraft using data-driven machine learning”. In: Energy
    and AI (2023), p. 100233.

  • Mike Zoutendijk, Simon van Oosterom, and Mihaela Mitici. “Electric Taxiing with Disruption Management: Assignment of Electric Towing Vehicles to Aircraft”. In: Proceedings of AIAA Aviation conference
    (2023).

  • Simon van Oosterom, Mihaela Mitici, and Jacco Hoekstra. “Dispatching a fleet of electric towing vehicles for aircraft taxiing with conflict avoidance and efficient battery charging”. In: Transportation Research Part C: Emerging Technologies 147 (2023), p. 103995.

  • Juseong Lee, Mihaela Mitici, Henk A. P. Blom, Pierre Bieber, and Floris Freeman. “Analyzing Emerging Challenges for Data-Driven Predictive Aircraft Maintenance Using Agent-Based Modeling and Hazard Identification”. In: Aerospace 10 (2023).

  • Juseong Lee and Mihaela Mitici. “Deep reinforcement learning for predictive aircraft maintenance using Probabilistic Remaining-Useful-Life prognostics”. In: Reliability Engineering and System Safety (2023), p. 108908.

  • Ingeborg de Pater and Mihaela Mitici. “Developing health indicators and RUL prognostics for systems with few failure instances and varying operating conditions using a LSTM autoencoder”. In: Engineering Applications of Artificial Intelligence (2023), p. 105582.

 

2022

  • Ingeborg de Pater, Arthur Reijns, and Mihaela Mitici. “Alarm-based predictive maintenance scheduling for aircraft engines with imperfect Remaining Useful Life prognostics”. In: Reliability Engineering & System Safety 221 (2022), p. 108341. 

  • Ingeborg de Pater and Mihaela Mitici. “Novel Metrics to Evaluate Probabilistic Remaining Useful Life Prognostics with Applications to Turbofan Engines”. In: PHM Society European Conference. Vol. 7. 1. 2022, pp. 96–109

  • Juseong Lee, Ingeborg de Pater, Stan Boekweit, and Mihaela Mitici. “Remaining-Useful-Life prognostics 
    for opportunistic grouping of maintenance of landing gear brakes for a fleet of aircraft”. In: PHM Society 
    European Conference. Vol. 7. 1. 2022, pp. 278–285.

  • Juseong Lee and Mihaela Mitici. “Designing reliable, data-driven maintenance for aircraft systems with applications to the aircraft landing gear brakes”. In: European Safety and Reliability Conference. 2022.

  • Juseong Lee and Mihaela Mitici. “Multi-objective design of aircraft maintenance using Gaussian process learning and adaptive sampling”. In: Reliability Engineering & System Safety 218 (2022), p. 108123.

  • Simon J van Oosterom, Mihaela Mitici, and Jacco Hoekstra. “Analyzing the impact of battery capacity and charging protocols on the dispatchment of electric towing vehicles at a large airport”. In: AIAA AVIATION 2022 Forum. 2022, p. 3920.

  • Mihaela Mitici, Madalena Pereira, and Fabrizio Oliviero. “Electric flight scheduling with battery-charging and battery-swapping opportunities”. In: EURO Journal on Transportation and Logistics 11 (2022), p. 100074.

  • Eri Itoh, Mihaela Mitici, and Michael Schultz. “Modeling Aircraft Departure at a Runway Using a Time-Varying Fluid Queue”. In: Aerospace 9.3 (2022), p. 119.

 

2021

  • Ingeborg de Pater and Mihaela Mitici. “Predictive maintenance for multi-component systems of repairables with Remaining-Useful-Life prognostics and a limited stock of spare components”. In: Reliability Engineering & System Safety 214 (2021), p. 107761.

  • Mihaela Mitici and Ingeborg De Pater. “Online model-based Remaining-Useful-Life prognostics for aircraft cooling units using time-warping degradation clustering”. In: Aerospace 8.6 (2021), p. 168.

  • Juseong Lee and Mihaela Mitici. “Multi-objective Analysis of Condition-based Aircraft Maintenance Strategies using Discrete Event Simulation”. In: 2021 Annual Reliability and Maintainability Symposium (RAMS). IEEE., pp. 1–6.

  • Ingeborg de Pater and Mihaela Mitici. “Model-based remaining-useful-life prognostics for aircraft cooling units”. In: PHM Society European Conference. Vol. 6. 2021, p. 8.

  • Micha Zoutendijk and Mihaela Mitici. “Probabilistic flight delay predictions using machine learning and applications to the flight-to-gate assignment problem”. In: Aerospace 8.6 (2021), p. 152.

  • Ingeborg de Pater, M del Mar Carillo Galera, and Mihaela Mitici. “Criticality-based predictive maintenance scheduling for aircraft components with a limited stock of spare components”. In: Proceedings of the 31st European safety and reliability conference. 2021.

  • Juseong Lee and Mihaela Mitici. “Predictive Aircraft Maintenance: Modeling and Analysis Using Stochastic Petri Nets”. In: 31st European Safety and Reliability Conference. ESREL. 2021, pp. 146–153.

  • Henk AP Blom, Chenpeng Jiang, Wouter BA Grimme, Mihaela Mitici, and Yuk S Cheung. “Third party risk modelling of Unmanned Aircraft System operations, with application to parcel delivery service”. In: Reliability Engineering & System Safety 214 (2021), p. 107788.

  • J L’Ortye, M Mitici, and HG Visser. “Robust flight-to-gate assignment with landside capacity constraints”. In: Transportation Planning and Technology 44.4 (2021), pp. 356–377.

  • Rik Hendrickx, Mike Zoutendijk, Mihaela Mitici, and Jeffrey Schäfer. “Considering Airport Planners’ Preferences and Imbalanced Datasets when Predicting Flight Delays and Cancellations”. In: 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC). IEEE. 2021, pp. 1–10.

​

2020

  • Juseong Lee and Mihaela Mitici. “An integrated assessment of safety and efficiency of aircraft maintenance strategies using agent-based modelling and stochastic Petri nets”. In: Reliability Engineering &System Safety (2020), p. 107052.

  • Miguel Lambelho, Mihaela Mitici, Simon Pickup, and Alan Marsden. “Assessing strategic flight schedules at an airport using machine learning-based flight delay and cancellation predictions”. In: Journal of Air Transport Management 82 (2020), p. 101737.

  • Eri Itoh and Mihaela Mitici. “Analyzing tactical control strategies for aircraft arrivals at an airport using a queuing model”. In: Journal of Air Transport Management 89 (2020), p. 101938.

  • Eri Itoh and Mihaela Mitici. “Evaluating the impact of new aircraft separation minima on available airspace capacity and arrival time delay”. In: The Aeronautical Journal 124.1274 (2020), pp. 447–471.

  • Imke C Kleinbekman, Mihaela Mitici, and Peng Wei. “Rolling-horizon electric vertical takeoff and landing arrival scheduling for on-demand urban air mobility”. Journal of Aerospace Information Systems 17.3 (2020), pp. 150–159.

 

2019

  • Eri Itoh and Mihaela Mitici. “Queue-based modeling of the aircraft arrival process at a single airport”. In: Aerospace 6.10 (2019), p. 103.

  • Nicholas Polaczyk, Enzo Trombino, Peng Wei, and Mihaela Mitici. “A review of current technology and research in urban on-demand air mobility applications”. In: 8th Biennial Autonomous VTOL Technical Meeting and 6th Annual Electric VTOL Symposium. 2019, pp. 333–343.

​

2018

  • Mihaela Mitici and Henk AP Blom. “Mathematical models for air traffic conflict and collision probability estimation”. In: IEEE Transactions on Intelligent Transportation Systems 20.3 (2018), pp. 1052–1068.

  • Tommy Smits, Sander Hartjes, and Mihaela Mitici. “Noise analysis of aircraft departure procedures using MONTE CARLO simulation”. In: 2018 Winter Simulation Conference (WSC). IEEE. 2018, pp. 2321–2329.

  • Imke C Kleinbekman, Mihaela A Mitici, and Peng Wei. “eVTOL arrival sequencing and scheduling for on-demand urban air mobility”. In: 2018 IEEE/AIAA 37th Digital Avionics Systems Conference (DASC). IEEE. 2018, pp. 1–7.
     

2017

  • Mihaela Mitici, Jasper Goseling, Jan-Kees van Ommeren, Maurits de Graaf, and Richard J Boucherie.
    “On a tandem queue with batch service and its applications in wireless sensor networks”. In: Queueing
    systems 87.1 (2017), pp. 81–93.

  • Thom van Ostaijen, Bruno F Santos, and Mihaela Mitici. “Dynamic airline booking forecasting”. In: Proceedings of the 21st Air Transport Research Society World Conference. Antwerp. 2017.

  • Mihaela Mitici. “MDP for Query-Based Wireless Sensor Networks”. In: Markov Decision Processes in Practice. Springer, 2017, pp. 505–519.

​

2016

  • Mihaela Mitici, Jasper Goseling, Maurits de Graaf, and Richard J Boucherie. “Data retrieval time for
    energy-harvesting wireless sensor networks”. In: Ad Hoc Networks 53 (2016), pp. 32–40.

  • Mihaela Mitici, Jasper Goseling, Maurits de Graaf, and Richard J Boucherie. “Energy-efficient data collection in wireless sensor networks with time constraints”. In: Performance evaluation 102 (2016), pp. 34–52.

​

2015

  • Mihaela Mitici et al. “Optimal query assignment for wireless sensor networks”. In: AEU-International
    Journal of Electronics and Communications 69.8 (2015), pp. 1102–1112.

​

2014

  • Mihaela Mitici, Jasper Goseling, Maurits de Graaf, and Richard J Boucherie. “Deployment versus data retrieval costs for caches in the plane”. In: IEEE Wireless Communications Letters 3.4 (2014), pp. 385–388.

​

bottom of page