- Título: European Initiative for Collaborative Air Combat Standardization – EICACS (Llamada EDF-2021-AIR-D).
- Referencia:
Entidad financiadora: Enaire
Fecha de concesión:
- Título: INCREASED FLEXIBILITY OF ATCO VALIDATIONS - V3 (IFAV3) (GRANT AGREEMEN Nº 101114683)
- Referencia:
Entidad financiadora: Enaire
Fecha de concesión:
- Título: Environmentally Friendly Aviation for all Classes of Aircraft (EFACA) (Llamada HORIZON-CL5-2021-D5-01-05HZ2214150478).
- Referencia:
Entidad financiadora: Enaire
Fecha de concesión:
- Título: 2022-1-RO01-KA220-HED-000086424. DIGITAL TEACHING AND LEARNING FOR GREEN TRANSPORT AND LOGISTICS (AVIONIC).
- Referencia:
Entidad financiadora: Enaire
Fecha de concesión:
- Título: DESARROLLO DEL PLAN BIENAL 2023-2024 EN ACTIVDADES DE I+D+I DE INTERÉS COMÚN EN EL ÁMBITO DE GESTIÓN DEL TRÁFICO AÉREO
- Referencia:
Entidad financiadora: Enaire
Fecha de concesión:
- Título: DESARROLLO DEL PLAN BIENAL 2021-2022 EN ACTIVDADES DE I+D+I DE INTERÉS COMÚN EN EL ÁMBITO DE GESTIÓN DEL TRÁFICO AÉREO
- Referencia:
Entidad financiadora: Enaire
Fecha de concesión:
- Título: CONVENIO ENTRE UPM, ENAIRE Y CRIDA PARA EL DESARROLLO DE ACTIVIDADES DE I+D+I DE INTERÉS COMÚN EN EL ÁMBITO DE EFICIENCIA OPERATIVA Y AUTOMATIZACIÓN EN GESTIÓN DEL TRÁFICO AÉREO
- Referencia:
Entidad financiadora: Enaire
Fecha de concesión:
Director:
Participantes: - Título: SHAPING THE WAY HIGHER EDUCATION INSTITUTIONS DO RESEARCH AND INNOVATION WITH AND FOR SOCIETY¿ (R&I LOOP) CONVENIO 2020-1-PL01-KA203-078366
- Referencia:
Entidad financiadora: EU a través del programa Erasmus+
Fecha de concesión:
Director:
Participantes: - Título: ACADIGIA: ACCELERATING ACADEMIA ¿S DIGITAL READINESS FOR ONLINE AND BLENDED AUGMENTED TEACHING (CONVENIO 2020-1-PT01-KA226-HE-095042)
- Referencia:
Entidad financiadora: EU a través del programa Erasmus+
Fecha de concesión:
Director:
Participantes:
Personal
Categoría: Profesor Ayudante
Ubicación: EDIFICIO A, 2ª planta - Despacho A-221, Navegación y Circulación Aéreas
Teléfono: 91.06.75971
Email: francisco.perez.moreno@upm.es
Curriculum Vitae
Titulación
- Doctorado en Ingeniería Aeronáutica. UPM 2023
- Máster Universitario en Ingeniería Aeronáutica, especialidad en Sistemas Aeroespaciales, y Transporte Aéreo. UPM 2021
- Grado en Ingeniería Aeroespacial (GIA), especialidad en Ciencias y Tecnologías Aeroespaciales. UPM 2019
Experiencia Laboral
- Práctica curricular de grado: Desarrollo de modelo de validación de software CFD a través de simulación de sellos de laberinto. ITP Aero (11/02/2019 - 10/07/2019)
- Práctica curricular de Máster: Desarrollo de modelo de estimación de trayectoria de aeronave basado en técnicas de análisis masivo de datos. CONVENIO ENTRE UPM, ENAIRE Y CRIDA PARA EL DESARROLLO DE ACTIVIDADES DE I+D+I DE INTERÉS COMÚN EN EL ÁMBITO DE EFICIENCIA OPERATIVA Y AUTOMATIZACIÓN EN GESTIÓN DEL TRÁFICO AÉREO (01/02/2021 - 31/08/2021)
- Beca de doctorado: Desarrollo de modelo de estimación de trayectoria de aeronave basado en técnicas de análisis masivo de datos. CONVENIO ENTRE UPM, ENAIRE Y CRIDA PARA EL DESARROLLO DE ACTIVIDADES DE I+D+I DE INTERÉS COMÚN EN EL ÁMBITO DE EFICIENCIA OPERATIVA Y AUTOMATIZACIÓN EN GESTIÓN DEL TRÁFICO AÉREO (01/09/2021 - 15/10/2021)
- Investigador R1 – Postgraduado no doctor: Desarrollo de modelo de estimación de trayectoria de aeronave basado en técnicas de análisis masivo de datos. CONVENIO ENTRE UPM, ENAIRE Y CRIDA PARA EL DESARROLLO DE ACTIVIDADES DE I+D+I DE INTERÉS COMÚN EN EL ÁMBITO DE EFICIENCIA OPERATIVA Y AUTOMATIZACIÓN EN GESTIÓN DEL TRÁFICO AÉREO (15/10/2021 - actualidad)
- Investigador: Participación activa en los WP responsabilidad de la UPM dentro del programa. SHAPING THE WAY HIGHER EDUCATION INSTITUTIONS DO RESEARCH AND INNOVATION WITH AND FOR SOCIETY¿ (R&I LOOP) CONVENIO 2020-1-PL01-KA203-078366 (01/09/2021 - actualidad)
- Investigador: Participación activa en los WP responsabilidad de la UPM dentro del programa. ACADIGIA: ACCELERATING ACADEMIA¿S DIGITAL READINESS FOR ONLINE AND BLENDED AUGMENTED TEACHING (CONVENIO 2020-1-PT01-KA226-HE-095042) (01/09/2021 - actualidad)
Docencia
Grado en Gestión y Operaciones del Transporte Aéreo (GyOTA):
Cursos y Seminarios
- Lectura de tesis: “Dynamic Mode Descomposition based Algorithms as Feature etection Techniques: Application to Large Flow Databases”
- [ETSIAE, UPM, February 2022]
- Lectura de tesis: “Application of ROM based methods to Aeroengines health monitoring, performance and methods”
- [ETSIAE, UPM, March 2022]
- Espacio y Ciencia en globos estratosféricos
- [ETSIAE, UPM, March 2022]
- Research Seminar on Air Navigation Systems
- [University of Zagreb, Faculty of Transport and Traffic Sciences, 01-04-2023 a 01-07-2023]
- How to improve article acceptance rate and publish quicker: a guide to getting published
- [Emerald Publishing, April 2021]
- Webinar on how to avoid rejections due to language mistakes
- [Enago, April 2021]
- TRAIN THE TRAINERS online workshop for sky 4.0 soft skills
- [Aviation Valley Association, July 2021]
- Big Data, Aprendizaje Automático e Inteligencia Artificial
- [CRIDA, January 2021]
- Diseño e implementación de pilas de combustible en los sectores marítimo y aeronáutico para un futuro sin emisiones
- [ETSIN, UPM, December 2021]
Investigación
Publicaciones
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Safety and Resilience Bayesian Belief Network (SR-BBN) for ATM
- María Zamarreño Suárez, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Víctor Fernando Gómez Comendador. [IOP Conference Series: Materials Science and Engineering. 2716 012078 - Journal of Physics Conference Series 2716(1):012078. DOI:10.1088/1742-6596/2716/1/012078. March 2024]
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Analysis of patterns and trends in air traffic behaviour in different en-route atc sectors using a complexity indicator
- María Zamarreño Suárez, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Víctor Fernando Gómez Comendador. [IOP Conference Series: Materials Science and Engineering. 2716 012077 - Journal of Physics: Conference Series, Volume 2716, Issue 1, id.012077, 8 pp. DOI: 10.1088/1742-6596/2716/1/012077. March 2024]
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A step-by-step guide to include key electroencephalography (EEG) parameters in the study of human performance applied to air traffic control
- María Zamarreño Suárez, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Juan Marín Martínez. [IOP Conference Series: Materials Science and Engineering. 2716 012073 - Journal of Physics Conference Series 2716(1):012073. DOI:10.1088/1742-6596/2716/1/012073. March 2024]
-
An overview of the possibilities, current status, and limitations of battery technologies to electrify aviation
- María Zamarreño Suárez, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Rosa María Arnaldo Valdés. [IOP Conference Series: Materials Science and Engineering. 2716 012012 - Journal of Physics Conference Series 2716(1):012012 DOI:10.1088/1742-6596/2716/1/012012. March 2024]
-
From Raw Data to Practical Application: EEG Parameters for Human Performance Studies in Air Traffic Control
- María Zamarreño Suárez, Juan Marín Martínez, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Patricia María López de Frutos, Rosa María Arnaldo Valdés. [Aerospace 2024 11(1), 30. https://doi.org/10.3390/aerospace11010030]
-
Prediction of Capacity Regulations in Airspace Based on Timing and Air Traffic Situation
- Francisco Pérez Moreno, Víctor Fernando Gómez Comendador, Raquel Delgado-Aguilera Jurado, María Zamarreño Suárez, Rosa María Arnaldo Valdes. [ Aerospace 2023, 10(3), 291; https://doi.org/10.3390/aerospace10030291 ]
-
The variables with the greatest influence on ATM safety barriers
- Raquel Delgado-Aguilera Jurado, Francisco Pérez Moreno, Víctor Fernando Gómez Comendador, María Zamarreño Suárez, Christian Eduardo Verdonk Gallego, Rosa María Arnaldo Valdes. [Safety Science Volume 163, July 2023, 106101]
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Methodology of air traffic flow clustering and 3-D prediction of air traffic density in ATC sectors based on machine learning models
- Francisco Pérez Moreno, Víctor Fernando Gómez Comendador, Raquel Delgado-Aguilera Jurado, María Zamarreño Suárez, Dominik Janisch, Rosa María Arnaldo Valdes. [Expert Systems with Applications Volume 223, 1 August 2023, 119897]
-
Is it possible to evaluate the event-based taskload of an air traffic controller using an air traffic control simulator?
- María Zamarreño Suárez, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Rosa María Arnaldo Valdés. [IOP Conference Series: Materials Science and Engineering. 2526 012106 - Journal of Physics Conference Series 2526(1):012106 DOI:10.1088/1742-6596/2526/1/012106. June 2023]
-
Most influential factors in the detection of potential conflicts between en-route aircraft by ATCO
- María Zamarreño Suárez, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Víctor Fernando Gómez Comendador. [IOP Conference Series: Materials Science and Engineering. 2526 012101 - June 2023 - Journal of Physics Conference Series 2526(1):012101 DOI:10.1088/1742-6596/2526/1/012101]
-
Machine learning in aviation: Is it possible to predict when an ATC Sector or Air Traffic Flow will be regulated?
- María Zamarreño Suárez, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Víctor Fernando Gómez Comendador. [IOP Conference Series: Materials Science and Engineering. 2526 012101 - June 2023 - Journal of Physics Conference Series 2526(1):012109 DOI:10.1088/1742-6596/2526/1/012109]
-
Determination of Air Traffic Complexity Most Influential Parameters Based on Machine Learning Models
- Francisco Pérez Moreno, Víctor Fernando Gómez Comendador, Raquel Delgado-Aguilera Jurado, María Zamarreño Suárez, Dominik Janisch, Rosa María Arnaldo Valdes. [Symmetry. 2022, 14(12), 2629]
-
Methodology for Determining the Event-Based Taskload of an Air Traffic Controller Using Real-Time Simulations
- María Zamarreño Suárez, Francisco Pérez Moreno, Víctor Fernando Gómez Comendador, Raquel Delgado-Aguilera Jurado, Patricia María López de Frutos, Rosa María Arnaldo Valdes. [Aerospace. 2023, 10(2), 97]
-
Dynamic Sector Characterisation Model with the Application of Machine Learning Techniques
- María Zamarreño Suárez, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Víctor Fernando Gómez Comendador. [IOP Conference Series: Materials Science and Engineering. 1226. 012018 - February 2022 - IOP Conference Series Materials Science and Engineering 1226(1):012018 DOI:10.1088/1757-899X/1226/1/012018]
-
Dynamic model to characterise sectors using machine learning techniques
- Francisco Pérez Moreno, Víctor Fernando Gómez Comendador, Raquel Delgado-Aguilera Jurado, María Zamarreño Suárez, Dominik Janisch, Rosa María Arnaldo Valdes. ISSN: 0002-2667 [Aircraft Engineering and Aerospace Technology. 20/01/2022.]
-
How much workload is workload? A human neurophysiological and affective – cognitive performance measurement methodology for ATCOs
- María Zamarreño Suárez, Rosa María Arnaldo Valdés, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Patricia María López de Frutos, Víctor Fernando Gómez Comendador. ISSN: 0002-2667 [Aircraft Engineering and Aerospace Technology. 20/01/2022.]
-
Safety Performance Functions to predict Separation Minima Infringements in en-route airspace
- Francisco Pérez Moreno, Víctor Fernando Gómez Comendador, Raquel Delgado-Aguilera Jurado, María Zamarreño Suárez, Dominik Janisch, Rosa María Arnaldo Valdes. ISSN: 0002-2667 [Aircraft Engineering and Aerospace Technology. 20/01/2022.]
-
Dynamic model to characterise sectors using machine learning techniques
- Francisco Pérez Moreno, Víctor Fernando Gómez Comendador, Raquel Delgado-Aguilera Jurado, María Zamarreño Suárez, Dominik Janisch, Rosa María Arnaldo Valdes. [IOP Conference Series: Materials Science and Engineering. 15/02/2022.]
-
Safety Performance Functions to predict Separation Minima Infringements in en-route airspace
- Francisco Pérez Moreno, Víctor Fernando Gómez Comendador, Raquel Delgado-Aguilera Jurado, María Zamarreño Suárez, Dominik Janisch, Rosa María Arnaldo Valdes. [IOP Conference Series: Materials Science and Engineering. 15/02/2022.]
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Aviation Human Factors Issues During and Post COVID 19
- [Rosa Maria Arnaldo Valdés, Victor Fernando Gómez Comendador, Maria Zamarreño Suárez, Francisco Pérez Moreno, and Raquel Delgado-Aguilera Jurado. Human-Centered Aerospace Systems and Sustainability Applications, Vol. 26, 2022, 27–34. DOI: https://doi.org/10.54941/ahfe1001431]
-
Impact of Artificial Intelligence in the Certification of Human-Centered Aviation systems
- Francisco Pérez Moreno, [International Conference on Applied Human Factors and Ergonomics. (Aceptado 08/02/2022.]
- Green Skills for Sustainable Air Transport
- F. Pérez Moreno ... [Edulearn23, Palma de Mallorca 2023]
-
Digital skills in Air Transport
- [Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Sorin Eugen Zaharia, Rosa María Arnaldo Valdes. July 2023. DOI:10.21125/edulearn.2023.0792. Conference: 15th International Conference on Education and New Learning Technologies]
- Occupations and qualifications generated by digitalization and sustainable development in the air transport
- F. Pérez Moreno ... [Airspace Integration Week 2023, Madrid 2023]
- An overview of the possibilities, current status, and limitations of battery technologies to electrify aviation
- F. Pérez Moreno ... [13th EASN International Conference on "Innovation in Aviation & Space for opening New Horizons, Salerno 2023]
- A step-by-step guide to include key electroencephalography (EEG) parameters in the study of human performance applied to air traffic control
- F. Pérez Moreno ... [13th EASN International Conference on "Innovation in Aviation & Space for opening New Horizons, Salerno 2023]
- Analysis of patterns and trends in air traffic behaviour in different en-route atc sectors using a complexity indicator
- F. Pérez Moreno ... [13th EASN International Conference on "Innovation in Aviation & Space for opening New Horizons, Salerno 2023]
- Safety and Resilience Bayesian Belief Network (SR-BBN) for ATM
- F. Pérez Moreno ... [13th EASN International Conference on "Innovation in Aviation & Space for opening New Horizons, Salerno 2023]
- Predictive Safety Models for More Autonomous Systems in ATM
- F. Pérez Moreno ... [41th Conference on Digital Avionics Systems (DASC), 2022]
- Machine learning in aviation: is it possible to predict when an atc sector or air traffic flow will be regulated?
- F. Pérez Moreno ... [12th EASN Virtual International Conference on “Innovation in Aviation & Space to the Satisfaction of the European Citizens”, Barcelona 2022]
- Is it possible to evaluate the eventbased task load of an atco using an atc simulator?
- F. Pérez Moreno ... [12th EASN Virtual International Conference on “Innovation in Aviation & Space to the Satisfaction of the European Citizens”, Barcelona 2022]
-
Most influential factors in the detection of potential conflicts between en-route aircraft by ATCO
- [F. Pérez Moreno, V. F. Gómez Comendador, R. Delgado-Aguilera Jurado, M. Zamarreño Suárez. June 2023Journal of Physics Conference Series 2526(1):012101. DOI:10.1088/1742-6596/2526/1/012101]
- Which factors determine the complexity of the airspace?
- F. Pérez Moreno ... [1World ATM Congress, Madrid 2021]
- Dynamic sector characterisation model with the application of machine learning techniques (Online)
- F. Pérez Moreno, V. F. Gómez Comendador, R. Delgado-Aguilera Jurado, M. Zamarreño Suárez, D. Janisch and R. M. Arnaldo Valdés [11th EASN Virtual International Conference on “Innovation in Aviation & Space to the Satisfaction of the European Citizens”. EASN Association 01/09/2021]
- How much workload is workload? A human neurophysiological and affective – cognitive performance measurement methodology for air traffic controllers (Online)
- María Zamarreño Suárez, Rosa María Arnaldo Valdés, Francisco Pérez Moreno, Raquel Delgado-Aguilera Jurado, Patricia María López de Frutos and Víctor Fernando Gómez Comendador [11th EASN Virtual International Conference on “Innovation in Aviation & Space to the Satisfaction of the European Citizens”. EASN Association 01/09/2021]
- Safety Performance Functions to predict Separation Minima Infringements in en-route airspace (Online)
- R. Delgado-Aguilera Jurado, V. F. Gómez Comendador, M. Zamarreño Suárez, F. Pérez Moreno, C. E. Verdonk Gallego and R M Arnaldo Valdés [11th EASN Virtual International Conference on “Innovation in Aviation & Space to the Satisfaction of the European Citizens”. EASN Association 01/09/2021]
- How can machine learning help characterising ATC sectors by their complexity?
- Pérez Moreno, Francisco [World ATM Congress”. CANSO & ATCA, Madrid 28/10/2021]
- Aviation human Factors issues during and post COVID 19
- Pérez Moreno, Francisco [AHFE 2022 International Conference. AHFE International, New York, (Aceptado 08/02/2022)]
- Impact of Artificial Intelligence in the Certification of Human-Centered Aviation systems
- Pérez Moreno, Francisco [AHFE 2022 International Conference. AHFE International, New York, (Aceptado 08/02/2022)]
- Pérez Moreno, Francisco
- Título: Dynamic methodology for ATC Sector characterisation through predictions based on Machine Learning Techniques
Dirigido por: Arnaldo Valdés, Rosa Mª.