| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Site | mtc-m21c.sid.inpe.br (namespace prefix: upn:3Q3U5H8) | |||
| Identifier | 8JMKD3MGP3W34R/44CK9JE | |||
| Repository | sid.inpe.br/mtc-m21c/2021/03.22.15.56 | |||
| Last Update | 2021:03.22.15.56.24 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21c/2021/03.22.15.56.24 | |||
| Metadata Last Update | 2025:09.17.14.57.30 (UTC) administrator | |||
| DOI | 10.1007/s40430-021-02908-7 | |||
| ISSN | 1678-5878 | |||
| Citation Key | ReisJúniorAmbrSousSilv:2021:SpReTh | |||
| Title | Spacecraft real-time thermal simulation using artificial neural networks  | |||
| Project | SimCBERS | |||
| Year | 2021 | |||
| Month | Apr. | |||
| Access Date | 2026, Oct. 24 | |||
| Type of Work | journal article | |||
| Secondary Type | PRE PN | |||
| Number of Files | 1 | |||
| Size | 3325 KiB | |||
| 2. Context | ||||
| Author | 1 Reis Júnior, José Daniel 2 Ambrósio, Ana Maria 3 Sousa, Fabiano Luis de 4 Silva, Douglas Felipe da | |||
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JGH7 3 8JMKD3MGP5W/3C9JH3H | |||
| Group | 1 2 DISEP-CGCE-INPE-MCTI-GOV-BR 3 DIMEC-CGCE-INPE-MCTI-GOV-BR 4 DISEP-CGCE-INPE-MCTI-GOV-BR | |||
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Author e-Mail Address | 1 daniel.reis@inpe.br 2 ana.ambrosio@inpe.br 3 fabiano.sousa@inpe.br 4 douglas.silva@inpe.br | |||
| Journal | Journal of the Brazilian Society of Mechanical Sciences and Engineering | |||
| Volume | 43 | |||
| Number | 4 | |||
| Pages | e198 | |||
| Secondary Mark | B1_INTERDISCIPLINAR B1_ENGENHARIAS_III B1_ENGENHARIAS_I B1_CIÊNCIAS_AMBIENTAIS B2_MATERIAIS B2_GEOCIÊNCIAS B2_ENGENHARIAS_IV B2_ENGENHARIAS_II B2_ARQUITETURA_E_URBANISMO B3_SAÚDE_COLETIVA B3_ODONTOLOGIA B3_CIÊNCIA_DE_ALIMENTOS B5_MATEMÁTICA_/_PROBABILIDADE_E_ESTATÍSTICA B5_CIÊNCIAS_BIOLÓGICAS_I C_CIÊNCIA_DA_COMPUTAÇÃO C_ASTRONOMIA_/_FÍSICA | |||
| Host Collection | urlib.net/www/2017/11.22.19.04 upn:3Q3U5H8 | |||
| History (UTC) | 2021-03-22 15:56:24 :: simone -> administrator :: 2021-03-22 15:56:25 :: administrator -> simone :: 2021 2021-03-22 15:57:23 :: simone -> administrator :: 2021 2022-04-03 19:24:32 :: administrator -> simone :: 2021 2025-09-16 18:36:04 :: simone -> administrator :: 2021 2025-09-17 14:57:30 :: administrator -> simone :: 2021 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Content Type | External Contribution | |||
| Version Type | publisher | |||
| Keywords | Real-time simulation · Artifcial neural networks · Machine learning · Thermal control · Space engineering | |||
| Abstract | Spacecraft Operational Simulators are mainly used for training satellite operators, to test the ground control system, and the evaluation of operational and onboard procedures before their execution in the real satellite. To achieve these objectives, all the internal models of the Operational Simulator must provide information in real time. Traditionally, the thermal simulation in these simulators is accomplished through interpolation on a set of pre-calculated scenarios or by the integration of a very simplified mathematical model. Both approaches, however, have limitations in both fidelity and runtime. In order to overcome these limitations, in this work it is proposed to build the thermal model of a Spacecraft Operational Simulator using artificial neural networks. This approach was applied to the Amazonia-1, a medium size satellite currently being developed at the Brazilian National Institute for Space Research. The obtained results show increased fidelity and an extremely short execution time, evidencing the potential of the approach to simulate satellite thermal behavior in Operational Simulators. | |||
| Area | ETES | |||
| Arrangement | urlib.net > Produção a partir de 2021 > CGCE > Spacecraft real-time thermal... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URI | upn:3Q3U5H8:8JMKD3MGP3W34R/44CK9JE | |||
| data URL | http://urlib.net/ibi/8JMKD3MGP3W34R/44CK9JE | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W34R/44CK9JE | |||
| Language | en | |||
| Target File | reis junior_spacecraft.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Archiving Policy | allowpublisher allowfinaldraft | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD2USNRW34T/4D9624E 8JMKD2USNRW34T/4DQD3LH 8JMKD3MGPCW/46KTFK8 | |||
| Citing Item List | sid.inpe.br/bibdigital/2022/04.03.17.52 - 81 sid.inpe.br/mtc-m21/2012/07.13.14.45.51 - 25 sid.inpe.br/mtc-m21/2012/07.13.14.39.50 - 15 sid.inpe.br/mtc-m12e/2025/04.03.20.44 - 12 sid.inpe.br/mtc-m12e/2025/07.06.17.40 - 12 sid.inpe.br/bibdigital@80/2006/04.07.15.50.13 - 5 | |||
| Dissemination | WEBSCI; PORTALCAPES. | |||
| 6. Notes | ||||
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress readpermission rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||