FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1625744594> ?p ?o ?g. }

• W1625744594 endingPage "2117" @default.
• W1625744594 startingPage "2110" @default.
• W1625744594 abstract "In this paper we propose an expectation maximization (EM) type algorithm for online system identification and tracking of prognostic states as applied to battery management systems (BMS). The objective of BMS is to adaptively estimate state of charge (SOC) — a crucial battery state information. We find that the existing approaches in the literature need enhancement because (i) they lack battery equivalent models that accurately model the actual physical and chemical properties of the batteries, and (ii) they fail to utilize powerful state and parameter estimation techniques for system identification and tracking. It is often noticed throughout the literature that (ii) is a precursor to (i). In this paper, first we model the dynamic equivalent model of batteries as a series of m parallel RC circuits and derive the relationship between the time-varying battery states and the current, voltage output observations as a non-linear state space model. Then, we derive an expectation maximization (EM) type algorithm for identification of the so-derived statespace model and for the adaptive tracking of SOC. Finally we discuss the performance evaluation of the proposed algorithm through simulation and by testing them on experimental data obtained from Li-ion based cellphone batteries." @default.
• W1625744594 created "2016-06-24" @default.
• W1625744594 creator A5001312900 @default.
• W1625744594 creator A5001888301 @default.
• W1625744594 creator A5044127482 @default.
• W1625744594 creator A5051596510 @default.
• W1625744594 creator A5060404859 @default.
• W1625744594 date "2012-07-09" @default.
• W1625744594 modified "2023-09-26" @default.
• W1625744594 title "An EM approach for dynamic battery management systems" @default.
• W1625744594 hasPublicationYear "2012" @default.
• W1625744594 type Work @default.
• W1625744594 sameAs 1625744594 @default.
• W1625744594 citedByCount "0" @default.
• W1625744594 crossrefType "proceedings-article" @default.
• W1625744594 hasAuthorship W1625744594A5001312900 @default.
• W1625744594 hasAuthorship W1625744594A5001888301 @default.
• W1625744594 hasAuthorship W1625744594A5044127482 @default.
• W1625744594 hasAuthorship W1625744594A5051596510 @default.
• W1625744594 hasAuthorship W1625744594A5060404859 @default.
• W1625744594 hasConcept C105795698 @default.
• W1625744594 hasConcept C11413529 @default.
• W1625744594 hasConcept C116834253 @default.
• W1625744594 hasConcept C119247159 @default.
• W1625744594 hasConcept C119599485 @default.
• W1625744594 hasConcept C121332964 @default.
• W1625744594 hasConcept C126255220 @default.
• W1625744594 hasConcept C127413603 @default.
• W1625744594 hasConcept C1276947 @default.
• W1625744594 hasConcept C13662910 @default.
• W1625744594 hasConcept C154945302 @default.
• W1625744594 hasConcept C15744967 @default.
• W1625744594 hasConcept C163258240 @default.
• W1625744594 hasConcept C165801399 @default.
• W1625744594 hasConcept C182081679 @default.
• W1625744594 hasConcept C19417346 @default.
• W1625744594 hasConcept C23572009 @default.
• W1625744594 hasConcept C2775924081 @default.
• W1625744594 hasConcept C2775936607 @default.
• W1625744594 hasConcept C2776330181 @default.
• W1625744594 hasConcept C2776582896 @default.
• W1625744594 hasConcept C2777851325 @default.
• W1625744594 hasConcept C33923547 @default.
• W1625744594 hasConcept C41008148 @default.
• W1625744594 hasConcept C47446073 @default.
• W1625744594 hasConcept C48103436 @default.
• W1625744594 hasConcept C49781872 @default.
• W1625744594 hasConcept C52918065 @default.
• W1625744594 hasConcept C555008776 @default.
• W1625744594 hasConcept C59822182 @default.
• W1625744594 hasConcept C62520636 @default.
• W1625744594 hasConcept C67186912 @default.
• W1625744594 hasConcept C72434380 @default.
• W1625744594 hasConcept C77088390 @default.
• W1625744594 hasConcept C86803240 @default.
• W1625744594 hasConceptScore W1625744594C105795698 @default.
• W1625744594 hasConceptScore W1625744594C11413529 @default.
• W1625744594 hasConceptScore W1625744594C116834253 @default.
• W1625744594 hasConceptScore W1625744594C119247159 @default.
• W1625744594 hasConceptScore W1625744594C119599485 @default.
• W1625744594 hasConceptScore W1625744594C121332964 @default.
• W1625744594 hasConceptScore W1625744594C126255220 @default.
• W1625744594 hasConceptScore W1625744594C127413603 @default.
• W1625744594 hasConceptScore W1625744594C1276947 @default.
• W1625744594 hasConceptScore W1625744594C13662910 @default.
• W1625744594 hasConceptScore W1625744594C154945302 @default.
• W1625744594 hasConceptScore W1625744594C15744967 @default.
• W1625744594 hasConceptScore W1625744594C163258240 @default.
• W1625744594 hasConceptScore W1625744594C165801399 @default.
• W1625744594 hasConceptScore W1625744594C182081679 @default.
• W1625744594 hasConceptScore W1625744594C19417346 @default.
• W1625744594 hasConceptScore W1625744594C23572009 @default.
• W1625744594 hasConceptScore W1625744594C2775924081 @default.
• W1625744594 hasConceptScore W1625744594C2775936607 @default.
• W1625744594 hasConceptScore W1625744594C2776330181 @default.
• W1625744594 hasConceptScore W1625744594C2776582896 @default.
• W1625744594 hasConceptScore W1625744594C2777851325 @default.
• W1625744594 hasConceptScore W1625744594C33923547 @default.
• W1625744594 hasConceptScore W1625744594C41008148 @default.
• W1625744594 hasConceptScore W1625744594C47446073 @default.
• W1625744594 hasConceptScore W1625744594C48103436 @default.
• W1625744594 hasConceptScore W1625744594C49781872 @default.
• W1625744594 hasConceptScore W1625744594C52918065 @default.
• W1625744594 hasConceptScore W1625744594C555008776 @default.
• W1625744594 hasConceptScore W1625744594C59822182 @default.
• W1625744594 hasConceptScore W1625744594C62520636 @default.
• W1625744594 hasConceptScore W1625744594C67186912 @default.
• W1625744594 hasConceptScore W1625744594C72434380 @default.
• W1625744594 hasConceptScore W1625744594C77088390 @default.
• W1625744594 hasConceptScore W1625744594C86803240 @default.
• W1625744594 hasLocation W16257445941 @default.
• W1625744594 hasOpenAccess W1625744594 @default.
• W1625744594 hasPrimaryLocation W16257445941 @default.
• W1625744594 hasRelatedWork W150714319 @default.
• W1625744594 hasRelatedWork W1980142791 @default.
• W1625744594 hasRelatedWork W1990936865 @default.
• W1625744594 hasRelatedWork W1994695489 @default.
• W1625744594 hasRelatedWork W2075047218 @default.

• next