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Bruno F. Santos

Delft University of Technology

SCHOLARLY PAPERS

6

DOWNLOADS

607

TOTAL CITATIONS

1

Scholarly Papers (6)

1.

A Decision-Support Tool for the Integrated Airline Recovery Using a Machine Learning Resources Selection Approach

Number of pages: 25 Posted: 24 Jul 2023
Berend Eikelenboom and Bruno F. Santos
affiliation not provided to SSRN and Delft University of Technology
Downloads 144 (527,599)

Abstract:

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Integrated airline disruption management, Aircraft schedule recovery, Crew schedule recovery, Multiple Additive Regression Trees ranking algorithm.

2.

Regaps: A Deep Reinforcement Learning Approach for Real-Time Gate Assignment Problem

Number of pages: 16 Posted: 21 Mar 2024
Haonan Li, Xu Wu, Marta Ribeiro, Bruno F. Santos and Pan Zheng
Delft University of Technology, Beijing Jiaotong University, Delft University of Technology, Delft University of Technology and Civil Aviation Management Institute of China
Downloads 143 (514,995)

Abstract:

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Gate assignment, Deep reinforcement learning, Asynchronous Advantage Actor-Critic, Real-time optimization

3.

A Novel Deep Reinforcement Learning Approach for Real-Time Gate Assignment

Number of pages: 21 Posted: 26 Apr 2024
Haonan Li, Xu Wu, Marta Ribeiro, Bruno F. Santos and Pan Zheng
Delft University of Technology, Beijing Jiaotong University, Delft University of Technology, Delft University of Technology and Civil Aviation Management Institute of China
Downloads 127 (580,653)

Abstract:

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Gate assignment, Deep reinforcement learning, Asynchronous Advantage Actor-Critic, Real-time optimisation

4.

Fleet Planning Under Demand and Fuel Price Uncertainty

Number of pages: 27 Posted: 21 Dec 2021
Izaak L. Geursen, Bruno F. Santos and Neil Yorke-Smith
affiliation not provided to SSRN, Delft University of Technology and Delft University of Technology
Downloads 113 (674,591)
Citation 1

Abstract:

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Airline Fleet Planning, Stochastic Optimization, reinforcement learning, Advantage Actor-Critic, Fuel Price Uncertainty

5.

Treatment of Non-Monotonic Trends in Fault Progression of a Turbofan Engine with Average Conditional Displacement

Number of pages: 15 Posted: 01 Dec 2022
Marcia Baptista, Sumant Malekar and Bruno F. Santos
Delft University of Technology, Delft University of Technology and Delft University of Technology
Downloads 61 (961,006)

Abstract:

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Prognostics, Monotonicity, Monotonic trends, Average Conditional Displacement (ACD), Simple Moving Average, Exponential Moving Average, random forest, CNN-LSTM

6.

Revision and Implementation of Metrics to Evaluate the Performance of Prognostics Models

Number of pages: 25 Posted: 06 Feb 2024
Marcia Baptista, Sahil Panse and Bruno F. Santos
Delft University of Technology, affiliation not provided to SSRN and Delft University of Technology
Downloads 19 (1,470,786)

Abstract:

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Prognostics, Performance Metrics, evaluation, Accuracy, Precision, Implementation