FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204147076> ?p ?o ?g. }

• W3204147076 endingPage "117845" @default.
• W3204147076 startingPage "117845" @default.
• W3204147076 abstract "• Speed prediction MPC is proposed for fuel cell electric vehicle energy management. • Fuel cell performance degradation cost is considered in the proposed MPC strategy. • Speed prediction influences on the energy management strategies are discussed. • Optimization strategies comparisons exhibit the effectiveness of the proposed MPC. • HIL test results verify the real-time performance of the proposed strategies. Due to the poor dynamic response ability of the fuel cell, the battery is normally applied to integrate with fuel cell to configure the hybrid power system in electric vehicles. In this paper, a vehicle speed prediction model predictive control (SP-MPC) energy management strategy is developed for the hybrid power system in fuel cell electric vehicles. The main principle of the proposed SP-MPC is that the future vehicle total power demand is forecasted via the Markov speed predictor and imported into the energy management system response prediction model to improve the control performance by more accurate disturbance description. The objective function is set for equivalent hydrogen consumption minimization and fuel cell degradation inhibition. As a contrast, the normal MPC strategy, the speed prediction dynamic programming (SP-DP) strategy and the DP offline strategy are formulated. Comparing with the normal MPC strategy, the SP-MPC strategy has a 3.74% reduction in the total operation cost under MANHATTAN condition. The SP-MPC strategy also has a 1.39% reduction in the total operation cost than the SP-DP strategy. Moreover, two scenarios are introduced with different disturbance prediction accuracy to verify the influences of the prediction inaccuracy on the SP-MPC and SP-DP results. For SP-DP strategy, the total operation cost under actual forecast scenario has increased by 5.03% compared with the perfect forecast scenario. The similar result can be seen in the SP-MPC, but the increase between perfect and actual forecast scenario is only 1.02%, which indicates a better robustness to the disturbance prediction inaccuracy compared with the SP-DP strategy. A DSP hardware in loop (HIL) test is conducted for real-time performance verification of the proposed SP-MPC." @default.
• W3204147076 created "2021-10-11" @default.
• W3204147076 creator A5007310394 @default.
• W3204147076 creator A5015228312 @default.
• W3204147076 creator A5037124719 @default.
• W3204147076 creator A5057879702 @default.
• W3204147076 creator A5084899203 @default.
• W3204147076 date "2021-12-01" @default.
• W3204147076 modified "2023-10-17" @default.
• W3204147076 title "Real-time energy management for fuel cell electric vehicle using speed prediction-based model predictive control considering performance degradation" @default.
• W3204147076 cites W2100267011 @default.
• W3204147076 cites W2519083751 @default.
• W3204147076 cites W2561145466 @default.
• W3204147076 cites W2562465851 @default.
• W3204147076 cites W2565023526 @default.
• W3204147076 cites W2569281615 @default.
• W3204147076 cites W2754060618 @default.
• W3204147076 cites W2766491758 @default.
• W3204147076 cites W2785483064 @default.
• W3204147076 cites W2789522698 @default.
• W3204147076 cites W2790497506 @default.
• W3204147076 cites W2800872889 @default.
• W3204147076 cites W2882992537 @default.
• W3204147076 cites W2894551672 @default.
• W3204147076 cites W2899007025 @default.
• W3204147076 cites W2904025397 @default.
• W3204147076 cites W2922677020 @default.
• W3204147076 cites W2944471439 @default.
• W3204147076 cites W2944790496 @default.
• W3204147076 cites W2962592798 @default.
• W3204147076 cites W2968628227 @default.
• W3204147076 cites W2972826231 @default.
• W3204147076 cites W2981391389 @default.
• W3204147076 cites W2989832664 @default.
• W3204147076 cites W2994055176 @default.
• W3204147076 cites W3004201898 @default.
• W3204147076 cites W3009698738 @default.
• W3204147076 cites W3011238899 @default.
• W3204147076 cites W3033731711 @default.
• W3204147076 cites W3035245704 @default.
• W3204147076 cites W3036740503 @default.
• W3204147076 cites W3104368939 @default.
• W3204147076 cites W3107326619 @default.
• W3204147076 cites W3110735867 @default.
• W3204147076 cites W3143944617 @default.
• W3204147076 doi "https://doi.org/10.1016/j.apenergy.2021.117845" @default.
• W3204147076 hasPublicationYear "2021" @default.
• W3204147076 type Work @default.
• W3204147076 sameAs 3204147076 @default.
• W3204147076 citedByCount "37" @default.
• W3204147076 countsByYear W32041470762022 @default.
• W3204147076 countsByYear W32041470762023 @default.
• W3204147076 crossrefType "journal-article" @default.
• W3204147076 hasAuthorship W3204147076A5007310394 @default.
• W3204147076 hasAuthorship W3204147076A5015228312 @default.
• W3204147076 hasAuthorship W3204147076A5037124719 @default.
• W3204147076 hasAuthorship W3204147076A5057879702 @default.
• W3204147076 hasAuthorship W3204147076A5084899203 @default.
• W3204147076 hasConcept C105795698 @default.
• W3204147076 hasConcept C121332964 @default.
• W3204147076 hasConcept C127413603 @default.
• W3204147076 hasConcept C154945302 @default.
• W3204147076 hasConcept C163258240 @default.
• W3204147076 hasConcept C171146098 @default.
• W3204147076 hasConcept C172205157 @default.
• W3204147076 hasConcept C186370098 @default.
• W3204147076 hasConcept C24326235 @default.
• W3204147076 hasConcept C2775924081 @default.
• W3204147076 hasConcept C2776422217 @default.
• W3204147076 hasConcept C2779679103 @default.
• W3204147076 hasConcept C2987658370 @default.
• W3204147076 hasConcept C33923547 @default.
• W3204147076 hasConcept C41008148 @default.
• W3204147076 hasConcept C42360764 @default.
• W3204147076 hasConcept C62520636 @default.
• W3204147076 hasConcept C7817414 @default.
• W3204147076 hasConceptScore W3204147076C105795698 @default.
• W3204147076 hasConceptScore W3204147076C121332964 @default.
• W3204147076 hasConceptScore W3204147076C127413603 @default.
• W3204147076 hasConceptScore W3204147076C154945302 @default.
• W3204147076 hasConceptScore W3204147076C163258240 @default.
• W3204147076 hasConceptScore W3204147076C171146098 @default.
• W3204147076 hasConceptScore W3204147076C172205157 @default.
• W3204147076 hasConceptScore W3204147076C186370098 @default.
• W3204147076 hasConceptScore W3204147076C24326235 @default.
• W3204147076 hasConceptScore W3204147076C2775924081 @default.
• W3204147076 hasConceptScore W3204147076C2776422217 @default.
• W3204147076 hasConceptScore W3204147076C2779679103 @default.
• W3204147076 hasConceptScore W3204147076C2987658370 @default.
• W3204147076 hasConceptScore W3204147076C33923547 @default.
• W3204147076 hasConceptScore W3204147076C41008148 @default.
• W3204147076 hasConceptScore W3204147076C42360764 @default.
• W3204147076 hasConceptScore W3204147076C62520636 @default.
• W3204147076 hasConceptScore W3204147076C7817414 @default.
• W3204147076 hasFunder F4320321543 @default.
• W3204147076 hasFunder F4320335777 @default.
• W3204147076 hasLocation W32041470761 @default.
• W3204147076 hasOpenAccess W3204147076 @default.

• next