Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313306719> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W4313306719 abstract "In this work, a reinforcement learning based algorithm has been developed for online estimation of battery state-of-health. This algorithm utilizes streaming battery data on a second-order equivalent circuit model of a battery cell, with charge reservoir model and fourth order polynomial approximation. The parameters of this model are adapted based on minimization of error between the estimated and measured states of a battery cell. In-situ parameter estimation considerably reduces the amount of information required for accurate state determination, since the algorithm periodically performs training, testing, and validation on the accumulated cell data. Besides, model complexity has been incorporated and online cross-validation has been performed to improve model accuracy. This state-estimation algorithm has been tested on Lithium-ion (Li-ion) cells under the discharge rates of 0.5C, 1C and 2C, at temperatures of 15 <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>◦</sup> C, 25 <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>◦</sup> C, and 35 <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>◦</sup> C." @default.
- W4313306719 created "2023-01-06" @default.
- W4313306719 creator A5032704570 @default.
- W4313306719 creator A5043209467 @default.
- W4313306719 creator A5067243124 @default.
- W4313306719 date "2022-11-08" @default.
- W4313306719 modified "2023-09-23" @default.
- W4313306719 title "In Situ Adaptive Battery Parameter Estimation Algorithm with Cross-Validation and Observer" @default.
- W4313306719 cites W2007930753 @default.
- W4313306719 cites W2123871098 @default.
- W4313306719 cites W2128790263 @default.
- W4313306719 cites W2133496267 @default.
- W4313306719 cites W2784950519 @default.
- W4313306719 cites W2799437548 @default.
- W4313306719 cites W2992406273 @default.
- W4313306719 cites W3048183386 @default.
- W4313306719 cites W3119964128 @default.
- W4313306719 cites W4293177929 @default.
- W4313306719 doi "https://doi.org/10.1109/eesat55007.2022.9998040" @default.
- W4313306719 hasPublicationYear "2022" @default.
- W4313306719 type Work @default.
- W4313306719 citedByCount "0" @default.
- W4313306719 crossrefType "proceedings-article" @default.
- W4313306719 hasAuthorship W4313306719A5032704570 @default.
- W4313306719 hasAuthorship W4313306719A5043209467 @default.
- W4313306719 hasAuthorship W4313306719A5067243124 @default.
- W4313306719 hasConcept C11413529 @default.
- W4313306719 hasConcept C121332964 @default.
- W4313306719 hasConcept C147764199 @default.
- W4313306719 hasConcept C163258240 @default.
- W4313306719 hasConcept C167928553 @default.
- W4313306719 hasConcept C199360897 @default.
- W4313306719 hasConcept C41008148 @default.
- W4313306719 hasConcept C48103436 @default.
- W4313306719 hasConcept C555008776 @default.
- W4313306719 hasConcept C62520636 @default.
- W4313306719 hasConceptScore W4313306719C11413529 @default.
- W4313306719 hasConceptScore W4313306719C121332964 @default.
- W4313306719 hasConceptScore W4313306719C147764199 @default.
- W4313306719 hasConceptScore W4313306719C163258240 @default.
- W4313306719 hasConceptScore W4313306719C167928553 @default.
- W4313306719 hasConceptScore W4313306719C199360897 @default.
- W4313306719 hasConceptScore W4313306719C41008148 @default.
- W4313306719 hasConceptScore W4313306719C48103436 @default.
- W4313306719 hasConceptScore W4313306719C555008776 @default.
- W4313306719 hasConceptScore W4313306719C62520636 @default.
- W4313306719 hasLocation W43133067191 @default.
- W4313306719 hasOpenAccess W4313306719 @default.
- W4313306719 hasPrimaryLocation W43133067191 @default.
- W4313306719 hasRelatedWork W2351491280 @default.
- W4313306719 hasRelatedWork W2361289530 @default.
- W4313306719 hasRelatedWork W2371447506 @default.
- W4313306719 hasRelatedWork W2386767533 @default.
- W4313306719 hasRelatedWork W2801840707 @default.
- W4313306719 hasRelatedWork W2921143472 @default.
- W4313306719 hasRelatedWork W2972785471 @default.
- W4313306719 hasRelatedWork W303980170 @default.
- W4313306719 hasRelatedWork W3091585071 @default.
- W4313306719 hasRelatedWork W3141679561 @default.
- W4313306719 isParatext "false" @default.
- W4313306719 isRetracted "false" @default.
- W4313306719 workType "article" @default.