Autonomous Maritime Data Analytics

自主海事数据分析

• 批准号: 61225
• 金额: $ 48.07万
• 依托单位: SIRIUS CONSTELLATION LTD
• 依托单位国家: 英国
• 项目类别: Study
• 财政年份: 2020
• 资助国家: 英国
• 起止时间: 2020 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=61225
• 关键词: Autonomous; Maritime; Data; Analytics

As an island nation, the sea offers the UK an important line of defence to protect it from unwanted visitors. However, the marine domain is a notoriously difficult and dangerous environment in which to operate which makes traditional patrolling surveillance methods expensive. As a result, the country's maritime monitoring capabilities are now quite limited at a time when there is increasing need to have situational awareness of UK territorial waters.SiriusInsight has developed a capability to use artificial intelligence to analyse remotely sourced data (both satellite and terrestrial) which avoids the need for human involvement in either the data collection or its processing.SiriusInsight will use its Innovate grant to develop further this capability, bringing together and enhancing current state-of-art approaches from other domains, and train its algorithms in pattern of life analysis so that it can be used for monitoring and alerting in a way which will greatly enhance coverage at minimal cost relative to the alternatives. This technology has a wide range of monitoring applications and potential users: e.g. sea safety (Coastguard), illegal migration and smuggling (Border Force) and fishery protection (DEFRA).Real-time situational awareness based on the SiriusInsight product can also be used to enhance collision avoidance for commercial shipping with particular application for vessels with restricted ability to manoeuvre (like survey vessels) and autonomous shipping. There are also applications for enhanced pattern of life analysis in planning for offshore developments like wind farms.Combining artificial intelligence with the marine domain brings together two areas where the UK has the opportunity to continue as a world leader. This Innovate grant will not only secure employment in the UK for leading AI engineers but also help SiriusInsight maintain the country's leading position in this field.

作为一个岛国，海洋为英国提供了一条重要的防线，以保护它免受不受欢迎的游客。然而，众所周知，海洋领域是一个非常困难和危险的环境，这使得传统的巡逻监视方法非常昂贵。因此，在本发明中，在对英国领海沃茨态势感知的需求日益增长的情况下，英国的海上监测能力现在相当有限。（卫星和地面）这就避免了在数据收集或处理过程中需要人工参与。这种能力汇集并增强了来自其他领域的当前最先进的方法，并在寿命分析模式中训练其算法，以便其可以用于以相对于替代方案而言以最小成本大大增强覆盖范围的方式进行监测和警报。该技术有广泛的监测应用和潜在用户：例如海上安全（海上保安）、非法移民和走私（边境部队）以及渔业保护（DEFRA），基于AsiausInsight产品的实时态势感知也可用于加强商业航运的避碰，特别适用于操纵能力有限的船只（如测量船）和自主航运。在规划风电场等海上开发项目时，也可以应用增强的生命模式分析。将人工智能与海洋领域相结合，使英国有机会继续成为世界领导者的两个领域。这项创新拨款不仅将确保领先的人工智能工程师在英国的就业，还将帮助AsiausInsight保持该国在该领域的领先地位。