Matches in SemOpenAlex for { <https://semopenalex.org/work/W4301499032> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4301499032 abstract "Proportional integral derivative (PID) controllers are important and widely used tools in system control. Tuning of the controller gains is a laborious task, especially for complex systems such as combustion engines. To minimize the time of an engineer for tuning of the gains in a simulation software, we propose to formulate a part of the problem as a black-box optimization task. In this paper, we summarize the properties and practical limitations of tuning of the gains in this particular application. We investigate the latest methods of black-box optimization and conclude that the Covariance Matrix Adaptation Evolution Strategy (CMA-ES) with bi-population restart strategy, elitist parent selection and active covariance matrix adaptation is best suited for this task. Details of the algorithm's experiment-based calibration are explained as well as derivation of a suitable objective function. The method's performance is compared with that of PSO and SHADE. Finally, its usability is verified on six models of real engines." @default.
- W4301499032 created "2022-10-05" @default.
- W4301499032 creator A5047318817 @default.
- W4301499032 date "2016-09-21" @default.
- W4301499032 modified "2023-10-05" @default.
- W4301499032 title "Using CMA-ES for tuning coupled PID controllers within models of combustion engines" @default.
- W4301499032 doi "https://doi.org/10.48550/arxiv.1609.06741" @default.
- W4301499032 hasPublicationYear "2016" @default.
- W4301499032 type Work @default.
- W4301499032 citedByCount "0" @default.
- W4301499032 crossrefType "posted-content" @default.
- W4301499032 hasAuthorship W4301499032A5047318817 @default.
- W4301499032 hasBestOaLocation W43014990321 @default.
- W4301499032 hasConcept C120665830 @default.
- W4301499032 hasConcept C121332964 @default.
- W4301499032 hasConcept C126255220 @default.
- W4301499032 hasConcept C127413603 @default.
- W4301499032 hasConcept C133731056 @default.
- W4301499032 hasConcept C139807058 @default.
- W4301499032 hasConcept C154945302 @default.
- W4301499032 hasConcept C159149176 @default.
- W4301499032 hasConcept C199360897 @default.
- W4301499032 hasConcept C201995342 @default.
- W4301499032 hasConcept C203479927 @default.
- W4301499032 hasConcept C205555498 @default.
- W4301499032 hasConcept C207002847 @default.
- W4301499032 hasConcept C2775924081 @default.
- W4301499032 hasConcept C2777904410 @default.
- W4301499032 hasConcept C2780451532 @default.
- W4301499032 hasConcept C33923547 @default.
- W4301499032 hasConcept C41008148 @default.
- W4301499032 hasConcept C47116090 @default.
- W4301499032 hasConcept C47446073 @default.
- W4301499032 hasConcept C536315585 @default.
- W4301499032 hasConcept C6557445 @default.
- W4301499032 hasConcept C81917197 @default.
- W4301499032 hasConcept C86803240 @default.
- W4301499032 hasConcept C94966114 @default.
- W4301499032 hasConceptScore W4301499032C120665830 @default.
- W4301499032 hasConceptScore W4301499032C121332964 @default.
- W4301499032 hasConceptScore W4301499032C126255220 @default.
- W4301499032 hasConceptScore W4301499032C127413603 @default.
- W4301499032 hasConceptScore W4301499032C133731056 @default.
- W4301499032 hasConceptScore W4301499032C139807058 @default.
- W4301499032 hasConceptScore W4301499032C154945302 @default.
- W4301499032 hasConceptScore W4301499032C159149176 @default.
- W4301499032 hasConceptScore W4301499032C199360897 @default.
- W4301499032 hasConceptScore W4301499032C201995342 @default.
- W4301499032 hasConceptScore W4301499032C203479927 @default.
- W4301499032 hasConceptScore W4301499032C205555498 @default.
- W4301499032 hasConceptScore W4301499032C207002847 @default.
- W4301499032 hasConceptScore W4301499032C2775924081 @default.
- W4301499032 hasConceptScore W4301499032C2777904410 @default.
- W4301499032 hasConceptScore W4301499032C2780451532 @default.
- W4301499032 hasConceptScore W4301499032C33923547 @default.
- W4301499032 hasConceptScore W4301499032C41008148 @default.
- W4301499032 hasConceptScore W4301499032C47116090 @default.
- W4301499032 hasConceptScore W4301499032C47446073 @default.
- W4301499032 hasConceptScore W4301499032C536315585 @default.
- W4301499032 hasConceptScore W4301499032C6557445 @default.
- W4301499032 hasConceptScore W4301499032C81917197 @default.
- W4301499032 hasConceptScore W4301499032C86803240 @default.
- W4301499032 hasConceptScore W4301499032C94966114 @default.
- W4301499032 hasLocation W43014990321 @default.
- W4301499032 hasLocation W43014990322 @default.
- W4301499032 hasOpenAccess W4301499032 @default.
- W4301499032 hasPrimaryLocation W43014990321 @default.
- W4301499032 hasRelatedWork W1913408670 @default.
- W4301499032 hasRelatedWork W2002991661 @default.
- W4301499032 hasRelatedWork W2023910014 @default.
- W4301499032 hasRelatedWork W2047787160 @default.
- W4301499032 hasRelatedWork W2078341713 @default.
- W4301499032 hasRelatedWork W2144376526 @default.
- W4301499032 hasRelatedWork W2180294268 @default.
- W4301499032 hasRelatedWork W2373166766 @default.
- W4301499032 hasRelatedWork W2734610626 @default.
- W4301499032 hasRelatedWork W3174365788 @default.
- W4301499032 isParatext "false" @default.
- W4301499032 isRetracted "false" @default.
- W4301499032 workType "article" @default.