Evento realizado no ITA em 20-21 de agosto de 2019. O workshop teve como objetivo reunir especialistas da academia, indústria e governo para discutir oportunidades emergentes e desenvolvimentos recentes relacionados ao uso de big data e técnicas de análise avançada de dados para abordar problemas de planejamento e gestão do sistema de transporte aéreo. A agenda do workshop e o link para download das apresentações estão abaixo.
Day 1
13:30 Welcome and opening remarks
Cláudio Jorge Pinto Alves - Rector, Professor of the Civil Engineering Department, ITA
Mayara Murça - Cap Eng, Professor of the Civil Engineering Department, ITA
13:45 Examples of using data analytics for improving the safety and efficiency of air transportation
R. John Hansman - Professor of the Aeronautics and Astronautics Department, Director of the International Center for Air Transportation, MIT
14:45 Predicting and planning airport acceptance rates for improved traffic flow management decision support
Mayara Murça - Cap Eng, Professor of the Civil Engineering Department, ITA
15:15 Flight trajectory data analytics for characterization of air traffic performance
McWillian de Oliveira - Maj Esp CTA, Ph.D. student, ITA
15:45 Break
16:15 Airline sciences at Airbus
José Fregnani - Senior Researcher, Airbus
16:45 Causal analysis of vertical flight inefficiency during descents
João Basílio Szenczuk - M.Sc. student, ITA
17:15 Does one model fit them all? A network design analysis of airline business model adaptation in face of competition
Renan Oliveira - Ph.D. student, ITA
17:45 Intelligent systems for management of airport commercial facilities considering passenger satisfaction: a neuro-fuzzy approach
Lenice Silva - Ph.D. student, ITA
18:15 Closing
Day 2
13:30 Welcome
13:40 The challenges and opportunities of big data analytics in air traffic management
Marcos Resende - ATM Business Director, Atech
14:10 Data-driven decision in DECEA
Hygino Rolim - Ten Cel Av R/1, Department of Airspace Control
14:40 Constructing an origin/destination matrix of Brazilian interurban transport with mobile phone big data
Leandro Rodrigues e Silva - Civil Aviation Planning Coordinator, Civil Aviation Secretary
Fabiana Todesco - Director of the Department of Airport Management, Civil Aviation Secretary
15:10 Break
15:40 Applications of machine learning in aviation
Ítalo Romani - Senior Researcher, Boeing
16:10 Data analytics applications and challenges in airline operations
Marcelo Leão - Flight Operations Engineer, Azul Brazilian Airlines
16:40 Machine learning applied on airline reliability data
Mayara Castilho - Fleet Performance & Reliability Specialist, Embraer
17:15 Closing