A New Extreme Weather Nowcasting Product Supporting Aviation Management at Local Scale. Sandy Chkeir, Aikaterini Anesiadou, Alejandro Cervantes, Álvaro Reviriego, Manuel Soler and Riccardo Biondi. Under review at Weather and climate extremes. In Pre-Print Available at SSRN: https://ssrn.com/abstract=4408315 or http://dx.doi.org/10.2139/ssrn.4408315
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.Aerospace2022, 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. Aerospace2022, 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.G002928Accepted 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
