Multi-fidelity optimization of a quiet propeller based on deep deterministic policy gradient and transfer learning

Geng, Xin; Liu, Peiqing; Hu, Tianxiang; Qu, Qiulin; Dai, Jiahua; Lyu, Changhao; Ge, Yunsong; Akkermans, Rinie A. D.

doi:10.1016/j.ast.2023.108288

DC Element	Wert	Sprache
dc.contributor.author	Geng, Xin	-
dc.contributor.author	Liu, Peiqing	-
dc.contributor.author	Hu, Tianxiang	-
dc.contributor.author	Qu, Qiulin	-
dc.contributor.author	Dai, Jiahua	-
dc.contributor.author	Lyu, Changhao	-
dc.contributor.author	Ge, Yunsong	-
dc.contributor.author	Akkermans, Rinie A. D.	-
dc.date.accessioned	2023-05-09T10:10:13Z	-
dc.date.available	2023-05-09T10:10:13Z	-
dc.date.issued	2023-06-01	-
dc.identifier.issn	1626-3219	en_US
dc.identifier.uri	http://hdl.handle.net/20.500.12738/13663	-
dc.language.iso	en	en_US
dc.publisher	Elsevier	en_US
dc.relation.ispartof	Aerospace science and technology	en_US
dc.subject	Deep reinforcement learning	en_US
dc.subject	Multi-fidelity deep neural network	en_US
dc.subject	Optimization	en_US
dc.subject	Propeller	en_US
dc.subject	Transfer learning	en_US
dc.subject.ddc	620: Ingenieurwissenschaften	en_US
dc.title	Multi-fidelity optimization of a quiet propeller based on deep deterministic policy gradient and transfer learning	en
dc.type	Article	en_US
dc.description.version	PeerReviewed	en_US
tuhh.container.volume	137	en_US
tuhh.oai.show	true	en_US
tuhh.publication.institute	Forschungs- und Transferzentrum Future Air Mobility	en_US
tuhh.publication.institute	Department Fahrzeugtechnik und Flugzeugbau	en_US
tuhh.publication.institute	Fakultät Technik und Informatik	en_US
tuhh.publisher.doi	10.1016/j.ast.2023.108288	-
tuhh.type.opus	(wissenschaftlicher) Artikel	-
dc.type.casrai	Journal Article	-
dc.type.dini	article	-
dc.type.driver	article	-
dc.type.status	info:eu-repo/semantics/publishedVersion	en_US
dcterms.DCMIType	Text	-
tuhh.container.articlenumber	108288	-
item.creatorGND	Geng, Xin	-
item.creatorGND	Liu, Peiqing	-
item.creatorGND	Hu, Tianxiang	-
item.creatorGND	Qu, Qiulin	-
item.creatorGND	Dai, Jiahua	-
item.creatorGND	Lyu, Changhao	-
item.creatorGND	Ge, Yunsong	-
item.creatorGND	Akkermans, Rinie A. D.	-
item.languageiso639-1	en	-
item.cerifentitytype	Publications	-
item.openairecristype	http://purl.org/coar/resource_type/c_6501	-
item.creatorOrcid	Geng, Xin	-
item.creatorOrcid	Liu, Peiqing	-
item.creatorOrcid	Hu, Tianxiang	-
item.creatorOrcid	Qu, Qiulin	-
item.creatorOrcid	Dai, Jiahua	-
item.creatorOrcid	Lyu, Changhao	-
item.creatorOrcid	Ge, Yunsong	-
item.creatorOrcid	Akkermans, Rinie A. D.	-
item.fulltext	No Fulltext	-
item.grantfulltext	none	-
item.openairetype	Article	-
crisitem.author.dept	Department Fahrzeugtechnik und Flugzeugbau	-
crisitem.author.parentorg	Fakultät Technik und Informatik	-
Enthalten in den Sammlungen:	Publications without full text