The “Digital Friend”: A knowledge-based decision support system for space crews
Space travel of far distances presents exceptional strain on the medical and psychological well-being of the astronauts who undertake such missions. An intelligent knowledge management system has been developed, to assist space crews on long-duration missions as an autonomous decision support system...
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Veröffentlicht in: | Acta astronautica 2008-10, Vol.63 (7), p.848-854 |
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Sprache: | eng |
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Zusammenfassung: | Space travel of far distances presents exceptional strain on the medical and psychological well-being of the astronauts who undertake such missions. An intelligent knowledge management system has been developed, to assist space crews on long-duration missions as an autonomous decision support system, called the ”Digital Friend”. This system will become available upon request for the purpose of coaching group processes and individual performance levels as well as aiding in tactical decision processes by taking crew condition parameters into account. In its initial stage, the “Digital Friend” utilizes interconnected layers of knowledge, which encompass relevant models of operational, situational, individual psycho-physiological as well as group processes. An example is the human life science model that contains historic, diagnostic, and prognostic knowledge about the habitual, actual, and anticipated patterns of physiological, cognitive, and group psychology parameters of the crew members. Depending on the available data derived from pre-mission screening, regular check-ups, or non-intrusive onboard monitoring, the “Digital Friend” can generate a situational analysis and diagnose potential problems. When coping with the effects of foreseeable and unforeseen stressors encountered during the mission, the system can provide feedback and support the crew with a recommended course of actions. The first prototype of the “Digital Friend” employs the Neurolab/Healthlab platform developed in a cooperation of DLR and IBMP. The prototype contains psycho-physiological sensors with multiple Heally Satellites that relay data to the intelligent Heally Masters and a telemetric Host station. The analysis of data from a long-term simulation study illustrates how the system can be used to estimate the operators’ current level of skill reliability based on Salnitski's model [V. Salnitski, A. Bobrov, A. Dudukin, B. Johannes, Reanalysis of operators reliability in professional skills under simulated and real space flight conditions, Proceedings of the 55th IAC Congress, 4–8 October 2004, Vancouver, Canada
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http://pdf.aiaa.org/preview/CDReadyMIAF04_1072/PVIAC-04-G.5.B.08.pdf
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], which combines time-series information of work performance and of work effort. In further collaborative projects, the subsequent system development will pursue a series of studies in related terrestrial environments to validate and fabricate different sensor systems, as well as to tune the data-processin |
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ISSN: | 0094-5765 1879-2030 |
DOI: | 10.1016/j.actaastro.2008.03.007 |