Intelligent Health Monitoring Systems for Space Missions Based on Data Mining Techniques
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Evolutionary algorithms require some randomness to proceed.
“Furthermore, evolutionary algorithms require some randomness to proceed [238], all problems to which Chaos theory can be applied to improve the performance of the evolutionary algorithm.”
From Applications and Challenges of Artificial Intelligence in Space Missions (2024) · cites this paper as [238]
Cites
Prognostics methods for battery health monitoring using a bayesian framework
Saha, B., Goebel, K., Poll, S., & Christophersen, J. (2009) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2008.2005965 · Cited by 831 · see citing works
Yairi, T., Takeishi, N., Oda, T., Nakajima, Y., Nishimura, N., & Takata, N. (2017) · IEEE Transactions on Aerospace and Electronic Systems · doi:10.1109/taes.2017.2671247 · Cited by 185 · see citing works
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Applications and Challenges of Artificial Intelligence in Space Missions
Oche, P. A., Ewa, G. A., & Ibekwe, N. (2024) · IEEE Access · doi:10.1109/access.2021.3132500 · Cited by 68 · see citing works
“In addition, telemetry data is usually collected from different sensors in various subsystems with different output formats and operating modes that must be changed from one mode to another over time ([122] [129], [237]).”
Background
- Authors
- Abdelghafar, S., Darwish, A., & Hassanien, A. E.
- Affiliations
- Al-Azhar University (EG)
- Cairo University (EG)
- Corresponding author
- Abdelghafar, Sara
- Venue
- Studies in Computational Intelligence
- Publisher
- Springer International Publishing
- Published
- 2019-07-03
- Pages
- 65-78
- ISSN
- 1860-949X (ISSN-L)
- 1860-9503
- OpenAlex
- W2954078623
- Cited by
- 22
- References
- 2
- Citations by year
- 2025: 2 · 2024: 3 · 2023: 6 · 2022: 2 · 2021: 6 · 2020: 2 · 2019: 1
- FWCI
- 8.43
- Type
- book chapter
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Studies in computational intelligence (publishedVersion)
- Funders
- Institute of Space and Astronautical Science
- Topics
- Physical Sciences › Engineering › Control and Systems Engineering › Fault Detection and Control Systems
- Physical Sciences › Engineering › Control and Systems Engineering › Engineering and Test Systems
- Physical Sciences › Engineering › Control and Systems Engineering › Machine Fault Diagnosis Techniques
- Keywords
- satellite health monitoring, failure prediction, artificial satellites, space missions, ground control station
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
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