Stress and mental workload in aviation: study and development of a real-time pilot monitoring system

• Gabriele Luzzani's PhD research project, "Study and development of a real-time pilot monitoring system," has been awarded by the EASA - European Union Aviation Safety Agency at the first edition of the European_Academia@EASA_conference 2023. EASA recognised the quality and pertinence of his work in applying AI to the current challenges and novel technologies that lie ahead for aviation. (2023)

• Pogliano, Marco; Luzzani, Gabriele; Sanginario, Alessandro; Guglieri, Giorgio; Demarchi, ... (2025)
  Unveiling Mental Workload via PPG: Morphological and Respiratory Feature–Driven Machine Learning Classification. In: 2025 IEEE SENSORS, Vancouver (Can), 19-22 October 2025, pp. 1-4. ISBN: 979-8-3315-4467-6
  Contributo in Atti di Convegno (Proceeding)
• Luzzani, Gabriele (2025)
  Stress and Mental Workload Monitoring in Pilots Using a Physiological Signals Approach. relatore: GUGLIERI, GIORGIO; DEMARCHI, DANILO; , 37. XXXVII Ciclo, P.: 219
  Doctoral Thesis
• Luzzani, G.; Buraioli, I.; Guglieri, G.; Demarchi, D. (2025)
  EDA, PPG and Skin Temperature as Predictive Signals for Mental Failure by a Statistical Analysis on Stress and Mental Workload. In: IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY, vol. 6, pp. 248-255. ISSN 2644-1276
  Contributo su Rivista
• Luzzani, Gabriele; Pogliano, Marco; Buraioli, Irene; Colavincenzo, Manuel; Martorana, ... (2025)
  ECG, Respiration, fNIRS, and Eye Tracking for Stress and Mental Workload Monitoring in Human-Machine Interaction. In: IEEE ACCESS, vol. 13, pp. 122726-122741. ISSN 2169-3536
  Contributo su Rivista
• Luzzani, G.; Buraioli, I.; Demarchi, D.; Guglieri, G. (2024)
  A review of physiological measures for mental workload assessment in aviation. In: THE AERONAUTICAL JOURNAL, pp. 1-22. ISSN 0001-9240
  Contributo su Rivista
• Luzzani, G; Buraioli, I; Demarchi, D; Guglieri, G (2024)
  Preliminary study of pilot stress and mental workload monitoring through physiological signals. In: 13th EASN International Conference on: Innovation in Aviation & Space for opening New Horizons, Salerno, Italy, 05/09/2023 - 08/09/2023. ISSN 1742-6588
  Contributo in Atti di Convegno (Proceeding)
• Luzzani, Gabriele; Buraioli, Irene; Demarchi, Danilo; Guglieri, Giorgio (2023)
  Preliminary study of a pilot performance monitoring system based on physiological signals. In: Aerospace Europe Conference 2023 – 10th EUCASS – 9th CEAS, Lausanne (Switzerland), July 9-13, 2023
  Contributo in Atti di Convegno (Proceeding)
• Giglio, Enrico; Luzzani, Gabriele; Terranova, Vito; Trivigno, Gabriele; Niccolai, ... (2023)
  An Efficient Artificial Intelligence Energy Management System for Urban Building Integrating Photovoltaic and Storage. In: IEEE ACCESS, vol. 11, pp. 18673-18688. ISSN 2169-3536
  Contributo su Rivista