FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385794098> ?p ?o ?g. }

• W4385794098 endingPage "117524" @default.
• W4385794098 startingPage "117524" @default.
• W4385794098 abstract "The use of multi-stack fuel cells (FCs) is attracting considerable attention in electrified vehicles due to the added degrees of freedom in terms of efficiency and survivability. In a multi-stack FC hybrid electric vehicle, the power sources (FCs and the battery pack) have different energetic characteristics and their operation is influenced by the performance drifts caused by degradation. Hence, efficient power distribution for such a multi-source system is a critical issue. This paper proposes a three-layer online EMS for a recreational vehicle composed of three FCs and a battery pack. In the first layer, two online estimators are responsible for constantly updating the characteristics of each FC and the battery to be used by the power distribution algorithm. In the second layer, a rule-based method is developed to improve the calculation speed of the power distribution algorithm by deciding when it should be activated. The last layer performs the power distribution between FCs and battery using a model-free reinforcement learning (RL) algorithm called Q-learning. The proposed RL-based EMS attempts to meet the requested power while minimizing the costs of hydrogen consumption and degradation of all power sources. To justify the performance of the proposed strategy, a comprehensive benchmark with an offline EMS and two online strategies is performed under two driving cycles. In comparison with the online strategies, the proposed method based on RL reduces the defined trip cost up to 11.5 % and 13.08 % under the Real driving cycle while having a higher cost than the offline strategy by 4.78 %." @default.
• W4385794098 created "2023-08-14" @default.
• W4385794098 creator A5012734712 @default.
• W4385794098 creator A5016487585 @default.
• W4385794098 creator A5018841892 @default.
• W4385794098 creator A5080352371 @default.
• W4385794098 date "2023-10-01" @default.
• W4385794098 modified "2023-10-14" @default.
• W4385794098 title "Q-learning based energy management strategy for a hybrid multi-stack fuel cell system considering degradation" @default.
• W4385794098 cites W1999777417 @default.
• W4385794098 cites W2004940935 @default.
• W4385794098 cites W2022277224 @default.
• W4385794098 cites W2068437091 @default.
• W4385794098 cites W2467814465 @default.
• W4385794098 cites W2530203480 @default.
• W4385794098 cites W2560146412 @default.
• W4385794098 cites W2593802306 @default.
• W4385794098 cites W2773619359 @default.
• W4385794098 cites W2789455549 @default.
• W4385794098 cites W2799199816 @default.
• W4385794098 cites W2808570449 @default.
• W4385794098 cites W2898419477 @default.
• W4385794098 cites W2898582256 @default.
• W4385794098 cites W2899586194 @default.
• W4385794098 cites W2921685138 @default.
• W4385794098 cites W2944471439 @default.
• W4385794098 cites W2952107049 @default.
• W4385794098 cites W2964259153 @default.
• W4385794098 cites W2994055176 @default.
• W4385794098 cites W3011238899 @default.
• W4385794098 cites W3025952003 @default.
• W4385794098 cites W3035245704 @default.
• W4385794098 cites W3035406259 @default.
• W4385794098 cites W3065485662 @default.
• W4385794098 cites W3078337149 @default.
• W4385794098 cites W3092109073 @default.
• W4385794098 cites W3110735867 @default.
• W4385794098 cites W3170373641 @default.
• W4385794098 cites W3185357598 @default.
• W4385794098 cites W3198735030 @default.
• W4385794098 cites W3200195263 @default.
• W4385794098 cites W3201237558 @default.
• W4385794098 cites W3213721292 @default.
• W4385794098 cites W4205477244 @default.
• W4385794098 cites W4240205450 @default.
• W4385794098 cites W4280526849 @default.
• W4385794098 cites W4293559857 @default.
• W4385794098 cites W4295308566 @default.
• W4385794098 cites W4307920755 @default.
• W4385794098 cites W4310068867 @default.
• W4385794098 cites W4316506236 @default.
• W4385794098 doi "https://doi.org/10.1016/j.enconman.2023.117524" @default.
• W4385794098 hasPublicationYear "2023" @default.
• W4385794098 type Work @default.
• W4385794098 citedByCount "0" @default.
• W4385794098 crossrefType "journal-article" @default.
• W4385794098 hasAuthorship W4385794098A5012734712 @default.
• W4385794098 hasAuthorship W4385794098A5016487585 @default.
• W4385794098 hasAuthorship W4385794098A5018841892 @default.
• W4385794098 hasAuthorship W4385794098A5080352371 @default.
• W4385794098 hasConcept C121332964 @default.
• W4385794098 hasConcept C127413603 @default.
• W4385794098 hasConcept C13280743 @default.
• W4385794098 hasConcept C163258240 @default.
• W4385794098 hasConcept C171146098 @default.
• W4385794098 hasConcept C185798385 @default.
• W4385794098 hasConcept C199360897 @default.
• W4385794098 hasConcept C205649164 @default.
• W4385794098 hasConcept C2776422217 @default.
• W4385794098 hasConcept C2778508592 @default.
• W4385794098 hasConcept C41008148 @default.
• W4385794098 hasConcept C44154836 @default.
• W4385794098 hasConcept C555008776 @default.
• W4385794098 hasConcept C62520636 @default.
• W4385794098 hasConcept C86155754 @default.
• W4385794098 hasConcept C9395851 @default.
• W4385794098 hasConceptScore W4385794098C121332964 @default.
• W4385794098 hasConceptScore W4385794098C127413603 @default.
• W4385794098 hasConceptScore W4385794098C13280743 @default.
• W4385794098 hasConceptScore W4385794098C163258240 @default.
• W4385794098 hasConceptScore W4385794098C171146098 @default.
• W4385794098 hasConceptScore W4385794098C185798385 @default.
• W4385794098 hasConceptScore W4385794098C199360897 @default.
• W4385794098 hasConceptScore W4385794098C205649164 @default.
• W4385794098 hasConceptScore W4385794098C2776422217 @default.
• W4385794098 hasConceptScore W4385794098C2778508592 @default.
• W4385794098 hasConceptScore W4385794098C41008148 @default.
• W4385794098 hasConceptScore W4385794098C44154836 @default.
• W4385794098 hasConceptScore W4385794098C555008776 @default.
• W4385794098 hasConceptScore W4385794098C62520636 @default.
• W4385794098 hasConceptScore W4385794098C86155754 @default.
• W4385794098 hasConceptScore W4385794098C9395851 @default.
• W4385794098 hasFunder F4320320994 @default.
• W4385794098 hasFunder F4320334593 @default.
• W4385794098 hasFunder F4320334841 @default.
• W4385794098 hasLocation W43857940981 @default.
• W4385794098 hasOpenAccess W4385794098 @default.
• W4385794098 hasPrimaryLocation W43857940981 @default.

• next