Time-varying modal parameters identification of large flexible spacecraft using a recursive algorithm Article Swipe
Zhiyu Ni
,
Zhigang Wu
,
S. Felix Wu
·
YOU?
·
· 2016
· Open Access
·
· DOI: https://doi.org/10.5139/ijass.2016.17.2.184
YOU?
·
· 2016
· Open Access
·
· DOI: https://doi.org/10.5139/ijass.2016.17.2.184
In existing identification methods for on-orbit spacecraft, such as eigensystem realization algorithm (ERA) and subspace method identification (SMI), singular value decomposition (SVD) is used frequently to estimate the modal parameters. However, these identification methods are often used to process the linear time-invariant system, and there is a lower computation efficiency using the SVD when the system order of spacecraft is high. In this study, to improve the computational efficiency in identifying time-varying modal parameters of large spacecraft, a faster recursive algorithm called fast approximated power iteration (FAPI) is employed. This approach avoids the SVD and can be provided as an alternative spacecraft identification method, and the latest modal parameters obtained can be applied for updating the controller parameters timely (e.g. the self-adaptive control problem). In numerical simulations, two large flexible spacecraft models, the Engineering Test Satellite-VIII (ETS-VIII) and Soil Moisture Active/Passive (SMAP) satellite, are established. The identification results show that this recursive algorithm can obtain the time-varying modal parameters, and the computation time is reduced significantly.
Related Topics
Concepts
Spacecraft
Modal
Algorithm
Singular value decomposition
Computation
Subspace topology
Identification (biology)
Control theory (sociology)
Satellite
Computer science
Modal analysis
Engineering
Aerospace engineering
Artificial intelligence
Control (management)
Botany
Polymer chemistry
Finite element method
Biology
Structural engineering
Chemistry
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.5139/ijass.2016.17.2.184
- http://society.kisti.re.kr/sv/SV_svpsbs03V.do?method=download&cn1=JAKO201623562836550
- OA Status
- bronze
- Cited By
- 4
- References
- 16
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2516145925
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W2516145925Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.5139/ijass.2016.17.2.184Digital Object Identifier
- Title
-
Time-varying modal parameters identification of large flexible spacecraft using a recursive algorithmWork title
- Type
-
articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2016Year of publication
- Publication date
-
2016-06-30Full publication date if available
- Authors
-
Zhiyu Ni, Zhigang Wu, S. Felix WuList of authors in order
- Landing page
-
https://doi.org/10.5139/ijass.2016.17.2.184Publisher landing page
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-
https://society.kisti.re.kr/sv/SV_svpsbs03V.do?method=download&cn1=JAKO201623562836550Direct link to full text PDF
- Open access
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YesWhether a free full text is available
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bronzeOpen access status per OpenAlex
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https://society.kisti.re.kr/sv/SV_svpsbs03V.do?method=download&cn1=JAKO201623562836550Direct OA link when available
- Concepts
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Spacecraft, Modal, Algorithm, Singular value decomposition, Computation, Subspace topology, Identification (biology), Control theory (sociology), Satellite, Computer science, Modal analysis, Engineering, Aerospace engineering, Artificial intelligence, Control (management), Botany, Polymer chemistry, Finite element method, Biology, Structural engineering, ChemistryTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
4Total citation count in OpenAlex
- Citations by year (recent)
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2021: 1, 2019: 1, 2018: 1, 2016: 1Per-year citation counts (last 5 years)
- References (count)
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16Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.modal | 28, 72, 107, 157 |
| abstract_inverted_index.often | 35 |
| abstract_inverted_index.order | 56 |
| abstract_inverted_index.power | 84 |
| abstract_inverted_index.there | 44 |
| abstract_inverted_index.these | 31 |
| abstract_inverted_index.using | 50 |
| abstract_inverted_index.value | 19 |
| abstract_inverted_index.(FAPI) | 86 |
| abstract_inverted_index.(SMAP) | 141 |
| abstract_inverted_index.(SMI), | 17 |
| abstract_inverted_index.avoids | 91 |
| abstract_inverted_index.called | 81 |
| abstract_inverted_index.faster | 78 |
| abstract_inverted_index.latest | 106 |
| abstract_inverted_index.linear | 40 |
| abstract_inverted_index.method | 15 |
| abstract_inverted_index.obtain | 154 |
| abstract_inverted_index.study, | 63 |
| abstract_inverted_index.system | 55 |
| abstract_inverted_index.timely | 118 |
| abstract_inverted_index.applied | 112 |
| abstract_inverted_index.control | 122 |
| abstract_inverted_index.improve | 65 |
| abstract_inverted_index.method, | 103 |
| abstract_inverted_index.methods | 3, 33 |
| abstract_inverted_index.models, | 131 |
| abstract_inverted_index.process | 38 |
| abstract_inverted_index.reduced | 164 |
| abstract_inverted_index.results | 147 |
| abstract_inverted_index.system, | 42 |
| abstract_inverted_index.However, | 30 |
| abstract_inverted_index.Moisture | 139 |
| abstract_inverted_index.approach | 90 |
| abstract_inverted_index.estimate | 26 |
| abstract_inverted_index.existing | 1 |
| abstract_inverted_index.flexible | 129 |
| abstract_inverted_index.obtained | 109 |
| abstract_inverted_index.on-orbit | 5 |
| abstract_inverted_index.provided | 97 |
| abstract_inverted_index.singular | 18 |
| abstract_inverted_index.subspace | 14 |
| abstract_inverted_index.updating | 114 |
| abstract_inverted_index.algorithm | 11, 80, 152 |
| abstract_inverted_index.employed. | 88 |
| abstract_inverted_index.iteration | 85 |
| abstract_inverted_index.numerical | 125 |
| abstract_inverted_index.problem). | 123 |
| abstract_inverted_index.recursive | 79, 151 |
| abstract_inverted_index.(ETS-VIII) | 136 |
| abstract_inverted_index.controller | 116 |
| abstract_inverted_index.efficiency | 49, 68 |
| abstract_inverted_index.frequently | 24 |
| abstract_inverted_index.parameters | 73, 108, 117 |
| abstract_inverted_index.satellite, | 142 |
| abstract_inverted_index.spacecraft | 58, 101, 130 |
| abstract_inverted_index.Engineering | 133 |
| abstract_inverted_index.alternative | 100 |
| abstract_inverted_index.computation | 48, 161 |
| abstract_inverted_index.eigensystem | 9 |
| abstract_inverted_index.identifying | 70 |
| abstract_inverted_index.parameters, | 158 |
| abstract_inverted_index.parameters. | 29 |
| abstract_inverted_index.realization | 10 |
| abstract_inverted_index.spacecraft, | 6, 76 |
| abstract_inverted_index.approximated | 83 |
| abstract_inverted_index.established. | 144 |
| abstract_inverted_index.simulations, | 126 |
| abstract_inverted_index.time-varying | 71, 156 |
| abstract_inverted_index.computational | 67 |
| abstract_inverted_index.decomposition | 20 |
| abstract_inverted_index.self-adaptive | 121 |
| abstract_inverted_index.Active/Passive | 140 |
| abstract_inverted_index.Satellite-VIII | 135 |
| abstract_inverted_index.identification | 2, 16, 32, 102, 146 |
| abstract_inverted_index.significantly. | 165 |
| abstract_inverted_index.time-invariant | 41 |
| cited_by_percentile_year.max | 94 |
| cited_by_percentile_year.min | 89 |
| countries_distinct_count | 0 |
| institutions_distinct_count | 3 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/15 |
| sustainable_development_goals[0].score | 0.46000000834465027 |
| sustainable_development_goals[0].display_name | Life in Land |
| citation_normalized_percentile.value | 0.82049497 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |