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Safe Transition to Digital Assistants for Aviation

安全过渡到航空数字助理

基本信息

批准号：
10038810
负责人：
金额：
$ 30.57万
依托单位：
CAA INTERNATIONAL LIMITED
依托单位国家：
英国
项目类别：
EU-Funded
财政年份：
2022
资助国家：
英国
起止时间：
2022 至无数据
项目状态：
未结题

来源：
https://gtr.ukri.org/projects?ref=10038810
关键词：
Safe Transition Digital Assistants Aviation

项目摘要

The goal of the project SafeTeam is to progress on the human factors aspects on the use of digital assistants to aviation, including a deeper understanding on the technology and processes that will facilitate the adoption of AI tools and integration into operations, enhancing human cognitive abilities and potentially automation. SafeTeam is not purely concerned with the technical development of AI applications for aviation but rather focuses on those aspects and characteristics of integrating such digital assistance / AI tools that will ensure efficient and safe interaction with human operators. The efficiency / accuracy of the ML algorithms and AI solutions is of course of relevance to the research, but the core objective of SafeTeam is to facilitate the transition to digital assistants and ultimately AI-run operations from a Human Factors and safety perspective. The project will also look into approval and certification issues, concretely on aspects related to the human ability to operate sophisticated AI tools and explainability of AI operations. The project main goal of developing new humanmachine interaction concepts will run along important technical challenges required to reach TRL6, demonstrating several concrete use cases in relevant environments placen human operators at the core or the research. Particularly, leveraging the past work done on data infrastructures, the SafeTeam project will provide relevant environments integrated with the use cases, to be able to demonstrate the different ML algorithms and the human interactions with the enhancing awareness or automation case studies presented.

SafeTeam项目的目标是在航空数字助理使用方面的人为因素方面取得进展，包括更深入地了解将促进采用人工智能工具和融入行动的技术和流程，增强人类认知能力，并可能实现自动化。SafeTeam并不单纯关注航空人工智能应用程序的技术开发，而是专注于集成此类数字辅助/人工智能工具的那些方面和特征，以确保与人类操作员进行高效和安全的交互。ML算法和AI解决方案的效率/准确性当然与研究相关，但SafeTeam的核心目标是从人的因素和安全的角度促进向数字助理的过渡，并最终实现AI运行的操作。该项目还将研究批准和认证问题，具体涉及人类操作复杂人工智能工具的能力和人工智能操作的可解释性方面。开发新的人机交互概念的项目主要目标将伴随着达到TRL6所需的重要技术挑战，展示相关环境中的几个具体用例，将人类操作员置于核心或研究中。特别是，利用过去在数据基础设施方面所做的工作，SafeTeam项目将提供与用例集成的相关环境，以便能够演示不同的ML算法以及与所提供的增强意识或自动化案例研究的人类交互。