Bensch, Oliver and Bensch, Leonie and Nilsson, Tommy and Saling, Florian and Bewer, Bernd and Jentzsch, Sophie Freya and Hecking, Tobias and Kutz, J. Nathan (2024) AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues. In: SPAICE Conference 2024. SPAICE Conference 2024, 2024-09-17 - 2024-09-19, Harwell, UK. doi: 10.5281/zenodo.13885650.
![]() |
PDF
564kB |
Abstract
This paper describes the capabilities and potential of the intelligent personal assistant (IPA) CORE (Checklist Organizer for Research and Exploration), designed to support astronauts during procedures onboard the International Space Station (ISS), the Lunar Gateway station, and beyond. We reflect on the importance of a reliable and flexible assistant capable of offline operation and highlight the usefulness of audiovisual interaction using augmented reality elements to intuitively display checklist information. We argue that current approaches to the design of IPAs in space operations fall short of meeting these criteria. Therefore, we propose CORE as an assistant that combines Knowledge Graphs (KGs), Retrieval-Augmented Generation (RAG) for a Generative Pre-Trained Transformer (GPT), and Augmented Reality (AR) elements to ensure an intuitive understanding of procedure steps, reliability, offline availability, and flexibility in terms of response style and procedure updates.
Item URL in elib: | https://elib.dlr.de/208621/ | ||||||||||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||||||||||||||||||
Title: | AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues | ||||||||||||||||||||||||||||||||||||
Authors: |
| ||||||||||||||||||||||||||||||||||||
Date: | 17 September 2024 | ||||||||||||||||||||||||||||||||||||
Journal or Publication Title: | SPAICE Conference 2024 | ||||||||||||||||||||||||||||||||||||
Refereed publication: | No | ||||||||||||||||||||||||||||||||||||
Open Access: | Yes | ||||||||||||||||||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||||||||||||||||||
In SCOPUS: | No | ||||||||||||||||||||||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||||||||||||||||||||||
DOI: | 10.5281/zenodo.13885650 | ||||||||||||||||||||||||||||||||||||
Status: | Published | ||||||||||||||||||||||||||||||||||||
Keywords: | Augmented Reality, Generative Pretrained Transformers, Knowledge Graphs, AI Assistant, Procedures, Space Exploration, Human Spaceflight | ||||||||||||||||||||||||||||||||||||
Event Title: | SPAICE Conference 2024 | ||||||||||||||||||||||||||||||||||||
Event Location: | Harwell, UK | ||||||||||||||||||||||||||||||||||||
Event Type: | international Conference | ||||||||||||||||||||||||||||||||||||
Event Start Date: | 17 September 2024 | ||||||||||||||||||||||||||||||||||||
Event End Date: | 19 September 2024 | ||||||||||||||||||||||||||||||||||||
Organizer: | European Space Agency (ESA) | ||||||||||||||||||||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||||||||||||||
HGF - Program: | Space | ||||||||||||||||||||||||||||||||||||
HGF - Program Themes: | Space System Technology | ||||||||||||||||||||||||||||||||||||
DLR - Research area: | Raumfahrt | ||||||||||||||||||||||||||||||||||||
DLR - Program: | R SY - Space System Technology | ||||||||||||||||||||||||||||||||||||
DLR - Research theme (Project): | R - AI-based assistants for the development and operation of space systems using Large, R - eXtended Reality for Lunar Exploration | ||||||||||||||||||||||||||||||||||||
Location: | Braunschweig | ||||||||||||||||||||||||||||||||||||
Institutes and Institutions: | Institute of Software Technology > Visual Computing and Engineering Space Operations and Astronaut Training > Astronaut Training Institute of Software Technology > Intelligent and Distributed Systems | ||||||||||||||||||||||||||||||||||||
Deposited By: | Saling, Florian | ||||||||||||||||||||||||||||||||||||
Deposited On: | 18 Nov 2024 10:12 | ||||||||||||||||||||||||||||||||||||
Last Modified: | 18 Dec 2024 13:06 |
Repository Staff Only: item control page