Pitz-Paal, Robert (2022) SMART CSP - How artificial intelligence can support concentrating solar technologies. IMECE International Mechanical Engineering Congress & Exposition, 2022-10-30 - 2022-11-03, Columbus, Ohio.
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Kurzfassung
Concentrating solar technologies are relatively complex systems that combine a large number of tracked concentration collectors, high temperature receivers and heat exchangers, a thermal storage system, and a power cycle. To optimize operation and lifetime of such systems, artificial intelligence (AI) approaches provide numerous benefits over physical model-based simulations. The talk will introduce state of the art technologies and their current market status before highlighting a number of AI approaches that have been developed at DLR. They comprise the tracking calibration of heliostats, soiling prediction of mirrors, degradation detection of solar collectors, cloud recognition, life time monitoring of receivers, and others.
elib-URL des Eintrags: | https://elib.dlr.de/189847/ | ||||||||
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Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||
Titel: | SMART CSP - How artificial intelligence can support concentrating solar technologies | ||||||||
Autoren: |
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Datum: | 31 Oktober 2022 | ||||||||
Referierte Publikation: | Nein | ||||||||
Open Access: | Ja | ||||||||
Gold Open Access: | Nein | ||||||||
In SCOPUS: | Nein | ||||||||
In ISI Web of Science: | Nein | ||||||||
Status: | veröffentlicht | ||||||||
Stichwörter: | Concentrating solar power. mashine learning | ||||||||
Veranstaltungstitel: | IMECE International Mechanical Engineering Congress & Exposition | ||||||||
Veranstaltungsort: | Columbus, Ohio | ||||||||
Veranstaltungsart: | internationale Konferenz | ||||||||
Veranstaltungsbeginn: | 30 Oktober 2022 | ||||||||
Veranstaltungsende: | 3 November 2022 | ||||||||
Veranstalter : | ASME | ||||||||
HGF - Forschungsbereich: | Energie | ||||||||
HGF - Programm: | Materialien und Technologien für die Energiewende | ||||||||
HGF - Programmthema: | Thermische Hochtemperaturtechnologien | ||||||||
DLR - Schwerpunkt: | Energie | ||||||||
DLR - Forschungsgebiet: | E SW - Solar- und Windenergie | ||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | E - Intelligenter Betrieb | ||||||||
Standort: | Köln-Porz | ||||||||
Institute & Einrichtungen: | Institut für Solarforschung > Leitungsbereich SF KP | ||||||||
Hinterlegt von: | Pitz-Paal, Robert | ||||||||
Hinterlegt am: | 09 Nov 2022 09:31 | ||||||||
Letzte Änderung: | 24 Apr 2024 20:51 |
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