Browsing by Author "Diogo, Pedro Miguel Nobre"
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- Integration of travel context information into multimodal platformsPublication . Diogo, Pedro Miguel Nobre; Simão, José Manuel de Campos Lages Garcia; Cota, Nuno António Fraga JulianoAbstract Public transportation offers accessible, affordable, and environmentally friendly mobility solutions for millions of people worldwide. It contributes to a reduction of traffic congestion and carbon emissions and ensures equitable access to essential services. Reliable and efficient public transportation services are necessary to accomplish these goals. Therefore, public transportation operators need to make informed decisions regarding their services. Data such as passenger flow data can help identify peak travel times, underutilised routes, and emerging demand areas, enabling service adjustments to better cater to passengers’ needs. While smart ticketing systems are useful for understanding passenger patterns, they do not provide detailed information on the number of passengers who have left the vehicle. This information can be helpful in managing passenger transfers between two different modes of transportation or routes, which is crucial to maintaining seamless connectivity and minimising travel times. To address this, we propose a system that collects entry and exit data from bus passengers through automatic passenger counter sensors. This data is later presented visually in a userfriendly dashboard to aid public transportation operators in improving their services. The results were promising, with the system performing as expected during field tests. The selected sensors achieved an accuracy of 93.75% for exit counts and 96.3% for entries. Although further calibration is needed to optimise accuracy, the system still proves to be a valuable tool for improving public transportation efficiency and addressing passengers’ needs.