Systematic and orchestrated deployment of safety solutions in complex urban environments for ageing and vulnerable societies

在复杂的城市机动性环境中，不同类型的VRU之间以及VRU与机动车辆之间的未知交互作用的出现，要求明确了解用户行为、公平和优化使用公共空间以及对年龄友好的城市安全行动计划和评估，利用技术创新和大量可用数据在高级事故分析中提供的好处，以实现欧盟到2050年实现道路交通零死亡的目标。Soteria旨在通过创新模式、工具和服务的整体框架，为脆弱的道路用户加速实现这一愿景，以实现数据驱动的城市安全智能，促进VRU的安全出行，并促进复杂环境中微移动服务的安全整合。在业务层面，Soteria发现了VRU尚未探索的行为特征，并让Living Lab社区参与社会创新活动，共同创造城市安全解决方案和基础设施设计。开发了模拟模型和可解释的人工智能驱动的分析，以支持政策决策和为支持VRU安全清洁出行的互联服务提供信息。车载传感器和连接性得到了培养，能够最大限度地减少危险情况和行为。该方法在四个专题示范中得到验证，并通过由8个城市组成的Soteria网络处理不同类型的VRU。

The emergence of complex urban mobility environments where unknown interactions between different types of VRUs and between VRUs and motorised vehicles poses the need for a clear understanding of user behaviours, fair and optimised use of public spaces as well as age friendly urban safety action plans and assessments, capitalising on the benefits that technological innovations and the plethora of available data can offer in advanced accident analysis, towards achieving EU’s ‘Vision Zero’ for zero fatalities in road transport by 2050. SOTERIA aims to accelerate the attainment of this Vision for vulnerable road users through a holistic framework of innovative models, tools and services that enable data driven urban safety intelligence, facilitate safe travelling of VRUs and foster the safe integration of micro-mobility services in complex environments. At the operational level SOTERIA uncovers unexplored behavioural characteristics of VRUs and engages Living Lab communities in social innovation activities for the co-creation of urban safety solutions and infrastructure designs. Simulation models and explainable AI driven analytics are developed for supporting policy decisions and informing interconnected services that support VRUs in safe and clean travelling. On-vehicle sensors and connectivity is fostered enabling minimisation of risky situations and behaviours. The approach is validated in four thematic demonstrations and through the SOTERIA network of 8 cities, addressing different types of VRUs.