2023
- The average Non-linear Programming: some theoretical and practical aspects. Amin Jafarimoghaddam and Manuel Soler. Optimal Control Methods and Applications. Under Review
- Predicting Air Traffic Flow Management Regulations due to Weather using Convolutional Neural Networks. Iván Martínez, Aniel Jardines, Manuel Soler, Alejandro Cervantes, Javier García-Heras. Transportation Research Part C. Under review
- Predicting Cloud-top height and Overshoots using LSTM Neural Network. Aniel Jardines, Manuel Soler, Javier García-Heras, Juan Simarro, Alfons Callado-Pallarés. Advances in Atmospheric Sciences. Under review
- Fast 4D flight planning under uncertainty through parallel stochastic path simulation. Daniel González-Arribas, Fateme Baneshi, Eduardo Andrés, Manuel Soler, Aniel Jardines, Javier García-Heras. Transportation Research Part C: Emerging Technologies, Volume 148, 2023, 104018, ISSN 0968-090X. https://doi.org/10.1016/j.trc.2023.104018.
- Conflict assessment and resolution of climate-optimal aircraft trajectories at network scale. Fateme Baneshi, Manuel Soler, Abolfazl Simorgh. Transportation Research Part D: Transport and Environment. 2023, volume, 115. Doi: https://doi.org/10.1016/j.trd.2022.103592
- Perturbed-analytic direct transcription for optimal control (PADOC). Amin Jafarimoghaddam, Manuel Soler. Optimal Control Applications and Methods. 2023. Doi: https://doi.org/10.1002/oca.2965
2022
-
- Thunderstorm Prediction During Pre-Tactical Air-Traffic-Flow Management Using Convolutional Neural Networks. Aniel Jardines, Hamidreza Eivazi, Elías Zea, Juan Simarro, Javier García-Heras, Manuel Soler, Evelyn Otero, and Ricardo Vinuesa. Expert Systems with Applications. Under Review Available at SSRN: http://dx.doi.org/10.2139/ssrn.4236016
-
- A python library for computing individual and merged non-CO2 algorithmic climate change functions: CLIMaCCF V1.0. Dietmüller, S. Matthes, S., Dahlmann, K., Yamashita, H., Soler, M., Simorgh, A., Linke, F., Lührs, B., Mendiguchia Meuser, M. , Weder, C., Yin, F., Castino, F., Grewe, V. (2022). Geoscientific Model Development (GMD). Under Review. In pre-print. https://gmd.copernicus.org/preprints/gmd-2022-203/
-
- Iterative Graph Deformation for Aircraft Trajectory Planning Considering Ensemble Forecasting of Thunderstorms. Eduardo Andrés, Maryam Kamgarpour, Manuel Soler, Manuel Sanjurjo-Rivo and Daniel González-Arribas. Transportation Research Part C 145 (2022) 103919 https://doi.org/10.1016/j.trc.2022.103919
-
- Non-Fragile Robust Model Predictive Controller Design for Uncertain Time-delay Systems with Input Constraints. Fateme Baneshi, Valiollah Ghaffari, Manuel Soler. ISA Transactions. Under Review.
-
- Air Traffic Complexity Map Based on Linear Dynamical Systems. Daniel Delahaye, Adrián Garcia, Julien Lavandier, Supatcha Chaimatanan, Manuel Soler. Aerospace MDPI. Aerospace 2022, 9(5), 230; https://doi.org/10.3390/aerospace9050230
-
- A Comprehensive Survey on Recent Climate Optimal Aircraft Trajectory Planning. Abolfazl Simorgh *, Manuel Soler, Daniel González-Arribas, Sigrun Matthes, Volker Grewe, Simone Dietmüller, Sabine Baumann, Hiroshi Yamashita, Feijia Yin, Federica Castino, Florian Linke, Benjamin Lührs, Maximilian Meuser. Aerospace 2022, 9(3), 146; https://doi.org/10.3390/aerospace9030146
-
- Fundamental Framework to Plan 4D Robust Descent Trajectories for Uncertainties in Weather Prediction. Kamo, S.; Rosenow, J.; Fricke, H.; Soler, M. Aerospace 2022, 9, 109. https://doi.org/10.3390/aerospace9020109
-
- The Optimal Decomposition Method for Nonlinear Problems. by Amin Jafarimoghaddam; Manuel Soler; Abolfazl Simorgh. Journal of Computational Science. Available online 29 April 2022, 101690 10.1016/j.jocs.2022.101690
-
- Applying LSTM to High-Resolution Numerical Weather Products for Convection Prediction. Aniel Jardines, Manuel Soler, Javier García-Heras, Juan Simarro,Alfons Callado-Pallarés. Weather and Forecasting. Under review.
-
- Robust 4D Climate Optimal Flight Planning in Structured Airspace using Parallelized Simulation on GPUs: ROOST V1.0. Simorgh, A., Soler, M., González-Arribas, D., Linke, F., Lührs, B., Meuser, M. M., Dietmüller, S., Matthes, S., Yamashita, H., Yin, F., Castino, F., Grewe, V., and Baumann, S. EGUsphere [preprint], https://doi.org/10.5194/egusphere-2022-1010, 2022.
2021
- A Survey on Low-Thrust Trajectory Optimization. by David Morante, Manuel Sanjurjo-Rivo, and Manuel Soler. Aerospace MDPI, 2021, 8(3) 88. https://doi.org/10.3390/aerospace8030088
-
- Estimating Entry Counts and ATFM Regulations during Adverse Weather Conditions using Machine Learning. Aniel Jardines, Manuel Soler, Javier García-Heras. Journal of Air Traffic Management, 2021 https://doi.org/10.1016/j.jairtraman.2021.102109
-
- Convection Indicator for Pre-Tactical Air Traffic Flow Management using Neural Network. Aniel Jardines, Alejandro Cervantes, Manuel Soler, Javier García-Heras, and Juan Simarro. Machine Learning with Applications. 2021-06 | journal-article DOI: 10.1016/j.mlwa.2021.100053
-
- Informed Scenario-Based RRT for Aircraft Trajectory Planning under Ensemble Forecasting of Thunderstorms. Eduardo Andrés, Maryam Kamgarpour, Manuel Soler, Manuel Sanjurjo-Rivo and Daniel González-Arribas. Transportation Research Part C, 2021, https://doi.org/10.1016/j.trc.2021.103232
-
- Robust Flight Planning Impact Assessment Considering Convective Phenomena. Javier García-Heras, Manuel Soler, Daniel González-Arribas, Kurt Eschbacher, Carl-Herbert Rokitansky, Daniel Sacher, Ulrike Gelhardt, Juergen Lang, Thomas Hauf, Juan Simarro, Alfonso Valenzuela, Antonio Franco, Damián Rivas. Transportation Research Part C , 2021 (Vol. 123). https://doi.org/10.1016/j.trc.2021.102968
2020
-
- Influence of atmospheric uncertainty, convective indicators, and cost-index on the leveled aircraft trajectory optimization problem. Manuel Soler, Daniel González-Arribas, Javier García-Heras, Manuel Sanjurjo-Rivo, Ulrike Gelhardt, Juergen Lang, Thomas Hauf, and Juan Simarro. Transportation Research Part C. Volume 120, November 2020, 102784. https://doi.org/10.1016/j.trc.2020.102784
-
- Hybrid Multi-objective Orbit-Raising with Operational Constraints. David Morante, Manuel Sanjurjo, Manuel Soler, and José Manuel Sánchez. Acta Astronautica. (2020) 175 447-461 https://doi.org/10.1016/j.actaastro.2020.05.022
2019
-
- Robust aircraft trajectory planning under uncertain convective environments with optimal control and rapidly developing thunderstorms. Daniel González-Arribas, Manuel Soler, Manuel Sanjurjo, Maryam Kamgarpour, and Juan Simarro. Aerospace Science and Technology. Volume 89, June 2019, Pages 445-459. https://doi.org/10.1016/j.ast.2019.03.051
-
- Characterization and Enhancement of Flight Planning Predictability under Wind Uncertainty. Javier GARCÍA-HERAS, Manuel Soler, Daniel González-Arribas. International Journal of Aerospace Engineering. vol. 2019, Article ID 6141452, 29 pages, 2019. https://doi.org/10.1155/2019/6141452
-
- A simulated annealing approach to 3D strategic aircraft deconfliction based on en-route speed changes under wind and temperature uncertainties. Valentin Courchelle, Manuel Soler, Daniel González-Arribas, and Daniel Delahaye. Transportation Research Part C: Emerging Technologies. Volume 103, June 2019, Pages 194-210. https://doi.org/10.1016/j.trc.2019.03.024
-
- Multiobjective Low-Thrust Interplanetary Trajectory Optimization based on Generalized Logaritmic Spirals. David Morante, Manuel Sanjrujo, and Manuel Soler. Journal of Guidance, Control, and Dynamics. 42(3), pp. 476-490, 2019 https://arc.aiaa.org/doi/abs/10.2514/1.G003702
-
- Automated Optimal Flight Planning based on the Aircraft Intent Description Language. D. González-Arribas, Manuel Soler, Javier López-Leonés, Enrique Casado, and Manuel Sanjurjo. Proceedings of the Institution of Mechanical Engineers Part G: Jornal of Aerospace Engineering. 233(3), pp. 928-948, 2019. http://journals.sagepub.com/doi/abs/10.1177/0954410017751990
2018
-
- On Maximizing Safety in Stochastic Aircraft Trajectory Planning with Uncertain Thuderstorm Development. Daniel Hentzen, Daniel González-Arribas, Maryam Kamgarpour, and Manuel Soler. Aerospace Science and Technology. Volume 79, August 2018, Pages 543-553. https://doi.org/10.1016/j.ast.2018.06.006 Arxiv
-
- Robust Aircraft Trajectory Planning under Wind Uncertainty using Optimal Control. D. González-Arribas, Manuel Soler, and Manuel Sanjrujo. Journal of Guidance, Control, and Dynamics. Vol. 41, No. 3 (2018), pp. 673-688. http://arc.aiaa.org/doi/abs/10.2514/1.G002928 Accepted version
2016
-
- A Hybrid Optimal Control Approach to Fuel Efficient Aircraft Conflict Avoidance. Soler, Manuel; Kamgarpour, Maryam; Lloret, Javier; Lygeros, John. IEEE Transactions on Intelligent Transportation. Vol. 17. No. 7. pp. 1826-1838, July 2016. DOI: 10.1109/TITS.2015.2510824
-
- Pseudospectral Collocation Methods to Aircraft Minimum Fuel Trajectory Problems with Required Time of Arrival.Javier GARCÍA-HERAS, Manuel SOLER, Francisco Javier SÁEZ NIETO. Journal of Aerospace Information Systems. Vol. 13, No. 7 (2016), pp. 243-265. DOI: 10.2514/1.I010401.
2015
-
- Multiphase Optimal Control Framework for Commercial Aircraft 4D Flight Planning Problems. M. Soler, A. Olivares and E. Staffetti. Journal of Aircraft. Vol. 52, No. 1, pp. 274-286 2015. DOI: 10.2514/1.C032697
2014
-
- Multiphase Optimal Control Framework for Commercial Aircraft 4D Flight Planning Problems. M. Soler, A. Olivares and E. Staffetti. Journal of Aircraft. Vol. 52, No. 1, pp. 274-286 2015. DOI: 10.2514/1.C032697
-
- Flight Trajectory Design in the Presence of Contrails: Application of a Multiphase Mixed-Integer Optimal Control Approach. M. Soler, B. Zou, M. Hansen. Transportation Research Part C: Emerging Technologies. Volume 48, November 2014, Pages 172–194 DOI 10.1016/j.trc.2014.08.009.
2013
-
- Multiphase Mixed-Integer Optimal Control Approach to Aircraft Trajectory Optimization. P. Bonami, A. Olivares, M. Soler, and E. Staffetti, Journal of Guidance, Control, and Dynamics. Vol. 36, No. 5 : pp. 1267-1277; September 2013. DOI 10.2514/1.60492
2012
-
- Framework for Aircraft 4D Trajectory Planning Towards an Efficient Air Traffic Management. M. Soler, D. Zapata, A. Olivares, E. Staffetti. Journal of Aircraft. Vol. 49, No. 1, pp. 341-348; January-February 2012. DOI: 10.2514/1.C031490
2010
-
- Hybrid Optimal Control Approach to Commercial Aircraft Trayectory Planning. M. Soler, A. Olivares and E. Staffetti. Journal of Guidance, Control, and Dynamics. Vol. 33, No. 3, pp. 985-991; May–June 2010. DOI: 10.2514/1.47458