ENORMITY: pErformance beNchmark Of Ramon space nustreaM wITh klepsYdra ai

巨大:Ramon space nustream 与 klepsYdra ai 的性能基准

基本信息

  • 批准号:
    10089138
  • 负责人:
  • 金额:
    $ 8.78万
  • 依托单位:
  • 依托单位国家:
    英国
  • 项目类别:
    Collaborative R&D
  • 财政年份:
    2024
  • 资助国家:
    英国
  • 起止时间:
    2024 至 无数据
  • 项目状态:
    未结题

项目摘要

The industrial research project ENORMITY shall investigate enhanced AI-based data processing on-board satellites and spacecraft. Such data processing requires on one hand radiation hardened (rad-hard) Space computer and storage systems and on the other hand AI software to efficiently process the data on this computer hardware.The combination of the high-performance rad-hard space computer from Ramon.Space (UK) with the high-performance AI software from Klepsydra (CH) (in collaboration with ETH, CH) will result in new capabilities of satellite systems, such as on-board feature detection and cognitive instrument for Earth Observation satellites, AI based navigation and landing capabilities for planetary missions, and increased autonomy for In-Orbit Service missions. ENORMITY will enable Space systems to benefit from capabilities AI can provide to autonomous and remote-controlled satellites and spacecraft. Today, satellites cannot fully benefit from AI, as either AI accelerator Integrated Circuits (ICs) are unable to withstand the harsh radiation conditions in space, causing processing errors and re-boots of on-board computers and terminally failing after short lifetime, or the available rad-hard processing ASICs are difficult to program due to their very specific architectures.ENORMITY will for the first time combine an easy to program and easy-to-use software (SW) framework with powerful rad-hard Space-resilient processors. ENORMITY addresses the growing market of Earth Observation services as well as the nascent market of commercial lunar missions. In addition, the ENORMITY Hardware / Software (HW/SW) combination will be very useful for future scientific missions for ESA, NASA, JAXA and other Space exploration agencies. ENORMITY also opens the path for new capabilities such as enabling Vision Transformer AI models using the same HW/SW architecture.
ENORMITY工业研究项目将研究增强的基于人工智能的卫星和航天器上的数据处理。这样的数据处理一方面需要辐射硬化(rad-hard)空间计算机和存储系统,另一方面,人工智能软件可以有效地处理计算机硬件上的数据。Ramon.Space(英国)的高性能rad-hard空间计算机与Klepsydra(CH)的高性能人工智能软件相结合(与ETH,CH合作)将为卫星系统带来新的能力,例如地球观测卫星的机载特征检测和认知仪器,基于人工智能的导航和行星任务着陆能力,提高在轨服务任务的自主性。ENORMITY将使太空系统能够受益于人工智能可以为自主和遥控卫星和航天器提供的功能。今天,卫星无法完全受益于人工智能,因为人工智能加速器集成电路(IC)无法承受太空中恶劣的辐射条件,导致处理错误和机载计算机重新启动,并在短寿命后最终失败,或者现有的抗辐射处理ASIC由于其非常特殊的架构而难以编程。ENORMITY将首次将易于编程和易于编程相结合,使用软件(SW)框架,具有强大的抗辐射空间弹性处理器。ENORMITY致力于不断增长的地球观测服务市场以及商业月球任务的新兴市场。此外,ENORMITY硬件/软件(HW/SW)组合将对欧空局、美国航天局、日本宇宙航空研究开发机构和其他空间探索机构未来的科学任务非常有用。ENORMITY还为新功能开辟了道路,例如使用相同的硬件/软件架构启用Vision Transformer AI模型。

项目成果

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其他文献

Internet-administered, low-intensity cognitive behavioral therapy for parents of children treated for cancer: A feasibility trial (ENGAGE).
针对癌症儿童父母的互联网管理、低强度认知行为疗法:可行性试验 (ENGAGE)。
  • DOI:
    10.1002/cam4.5377
  • 发表时间:
    2023-03
  • 期刊:
  • 影响因子:
    4
  • 作者:
  • 通讯作者:
Differences in child and adolescent exposure to unhealthy food and beverage advertising on television in a self-regulatory environment.
在自我监管的环境中,儿童和青少年在电视上接触不健康食品和饮料广告的情况存在差异。
  • DOI:
    10.1186/s12889-023-15027-w
  • 发表时间:
    2023-03-23
  • 期刊:
  • 影响因子:
    4.5
  • 作者:
  • 通讯作者:
The association between rheumatoid arthritis and reduced estimated cardiorespiratory fitness is mediated by physical symptoms and negative emotions: a cross-sectional study.
类风湿性关节炎与估计心肺健康降低之间的关联是由身体症状和负面情绪介导的:一项横断面研究。
  • DOI:
    10.1007/s10067-023-06584-x
  • 发表时间:
    2023-07
  • 期刊:
  • 影响因子:
    3.4
  • 作者:
  • 通讯作者:
ElasticBLAST: accelerating sequence search via cloud computing.
ElasticBLAST:通过云计算加速序列搜索。
  • DOI:
    10.1186/s12859-023-05245-9
  • 发表时间:
    2023-03-26
  • 期刊:
  • 影响因子:
    3
  • 作者:
  • 通讯作者:
Amplified EQCM-D detection of extracellular vesicles using 2D gold nanostructured arrays fabricated by block copolymer self-assembly.
使用通过嵌段共聚物自组装制造的 2D 金纳米结构阵列放大 EQCM-D 检测细胞外囊泡。
  • DOI:
    10.1039/d2nh00424k
  • 发表时间:
    2023-03-27
  • 期刊:
  • 影响因子:
    9.7
  • 作者:
  • 通讯作者:

的其他文献

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{{ truncateString('', 18)}}的其他基金

An implantable biosensor microsystem for real-time measurement of circulating biomarkers
用于实时测量循环生物标志物的植入式生物传感器微系统
  • 批准号:
    2901954
  • 财政年份:
    2028
  • 资助金额:
    $ 8.78万
  • 项目类别:
    Studentship
Exploiting the polysaccharide breakdown capacity of the human gut microbiome to develop environmentally sustainable dishwashing solutions
利用人类肠道微生物群的多糖分解能力来开发环境可持续的洗碗解决方案
  • 批准号:
    2896097
  • 财政年份:
    2027
  • 资助金额:
    $ 8.78万
  • 项目类别:
    Studentship
A Robot that Swims Through Granular Materials
可以在颗粒材料中游动的机器人
  • 批准号:
    2780268
  • 财政年份:
    2027
  • 资助金额:
    $ 8.78万
  • 项目类别:
    Studentship
Likelihood and impact of severe space weather events on the resilience of nuclear power and safeguards monitoring.
严重空间天气事件对核电和保障监督的恢复力的可能性和影响。
  • 批准号:
    2908918
  • 财政年份:
    2027
  • 资助金额:
    $ 8.78万
  • 项目类别:
    Studentship
Proton, alpha and gamma irradiation assisted stress corrosion cracking: understanding the fuel-stainless steel interface
质子、α 和 γ 辐照辅助应力腐蚀开裂:了解燃料-不锈钢界面
  • 批准号:
    2908693
  • 财政年份:
    2027
  • 资助金额:
    $ 8.78万
  • 项目类别:
    Studentship
Field Assisted Sintering of Nuclear Fuel Simulants
核燃料模拟物的现场辅助烧结
  • 批准号:
    2908917
  • 财政年份:
    2027
  • 资助金额:
    $ 8.78万
  • 项目类别:
    Studentship
Assessment of new fatigue capable titanium alloys for aerospace applications
评估用于航空航天应用的新型抗疲劳钛合金
  • 批准号:
    2879438
  • 财政年份:
    2027
  • 资助金额:
    $ 8.78万
  • 项目类别:
    Studentship
Developing a 3D printed skin model using a Dextran - Collagen hydrogel to analyse the cellular and epigenetic effects of interleukin-17 inhibitors in
使用右旋糖酐-胶原蛋白水凝胶开发 3D 打印皮肤模型,以分析白细胞介素 17 抑制剂的细胞和表观遗传效应
  • 批准号:
    2890513
  • 财政年份:
    2027
  • 资助金额:
    $ 8.78万
  • 项目类别:
    Studentship
CDT year 1 so TBC in Oct 2024
CDT 第 1 年,预计 2024 年 10 月
  • 批准号:
    2879865
  • 财政年份:
    2027
  • 资助金额:
    $ 8.78万
  • 项目类别:
    Studentship
Understanding the interplay between the gut microbiome, behavior and urbanisation in wild birds
了解野生鸟类肠道微生物组、行为和城市化之间的相互作用
  • 批准号:
    2876993
  • 财政年份:
    2027
  • 资助金额:
    $ 8.78万
  • 项目类别:
    Studentship

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