Matches in SemOpenAlex for { <https://semopenalex.org/work/W2985956666> ?p ?o ?g. }
- W2985956666 endingPage "105063" @default.
- W2985956666 startingPage "105063" @default.
- W2985956666 abstract "To realize precise control for a bivariate control system of a variable-rate applicator, it is essential to determine the optimal control sequence, which depends on quantifying the appropriate combination of the active feed-roll length (L) and the rotational speed of the drive shaft (N). This paper presents a novel method to optimize the control sequence (L, N) to improve fertilization accuracy and uniformity, while guaranteeing the rapidity of equipment adjustment. First, the variable-rate fertilization process model was formed using an improved General Regression Neural Network (GRNN), in which the optimum spread parameter (σ=2.0304) was calculated using a differential evolutionary (DE) algorithm. Next, a three-objective problem model was developed, and the Pareto set of the control sequence was obtained using a Multi-Objective Evolutionary Algorithm based on a Decomposition (MOEA/D) algorithm. Finally, a group of control sequences representing different target fertilization rates at the weight vector of (0.90, 0.08, 0.02) was chosen and an indoor test was conducted. Results revealed that the optimized control sequence overall outperformed the traditional method. It decreased the mean relative error (RE) from 8.239% to 5.977% and coefficient of variation (CV) from 13.512% to 13.187%, while constraining the response time to around two seconds." @default.
- W2985956666 created "2019-11-22" @default.
- W2985956666 creator A5023958853 @default.
- W2985956666 creator A5037219634 @default.
- W2985956666 creator A5052297762 @default.
- W2985956666 creator A5055556997 @default.
- W2985956666 creator A5058637832 @default.
- W2985956666 date "2019-12-01" @default.
- W2985956666 modified "2023-09-27" @default.
- W2985956666 title "MOEA/D-DE based bivariate control sequence optimization of a variable-rate fertilizer applicator" @default.
- W2985956666 cites W1595159159 @default.
- W2985956666 cites W1967328741 @default.
- W2985956666 cites W1982783862 @default.
- W2985956666 cites W1982913063 @default.
- W2985956666 cites W2007719132 @default.
- W2985956666 cites W2010260489 @default.
- W2985956666 cites W2017889546 @default.
- W2985956666 cites W2018572781 @default.
- W2985956666 cites W2028942599 @default.
- W2985956666 cites W2052821260 @default.
- W2985956666 cites W2053778601 @default.
- W2985956666 cites W2054139701 @default.
- W2985956666 cites W2058777855 @default.
- W2985956666 cites W2063378150 @default.
- W2985956666 cites W2075157309 @default.
- W2985956666 cites W2084585838 @default.
- W2985956666 cites W2090465101 @default.
- W2985956666 cites W2090749392 @default.
- W2985956666 cites W2091998246 @default.
- W2985956666 cites W2098888435 @default.
- W2985956666 cites W2103748993 @default.
- W2985956666 cites W2110118110 @default.
- W2985956666 cites W2143381319 @default.
- W2985956666 cites W2150046657 @default.
- W2985956666 cites W2160668458 @default.
- W2985956666 cites W2416270402 @default.
- W2985956666 cites W2515896203 @default.
- W2985956666 cites W2525923793 @default.
- W2985956666 cites W2528288802 @default.
- W2985956666 cites W2617951831 @default.
- W2985956666 cites W2625517443 @default.
- W2985956666 cites W2741850261 @default.
- W2985956666 cites W2765148725 @default.
- W2985956666 cites W2770194923 @default.
- W2985956666 cites W2773244316 @default.
- W2985956666 cites W2773893611 @default.
- W2985956666 cites W2791515286 @default.
- W2985956666 cites W2793098561 @default.
- W2985956666 cites W2793961369 @default.
- W2985956666 cites W2796231148 @default.
- W2985956666 cites W2889862419 @default.
- W2985956666 cites W2892097429 @default.
- W2985956666 cites W2895835720 @default.
- W2985956666 cites W2921646178 @default.
- W2985956666 doi "https://doi.org/10.1016/j.compag.2019.105063" @default.
- W2985956666 hasPublicationYear "2019" @default.
- W2985956666 type Work @default.
- W2985956666 sameAs 2985956666 @default.
- W2985956666 citedByCount "10" @default.
- W2985956666 countsByYear W29859566662020 @default.
- W2985956666 countsByYear W29859566662021 @default.
- W2985956666 countsByYear W29859566662022 @default.
- W2985956666 countsByYear W29859566662023 @default.
- W2985956666 crossrefType "journal-article" @default.
- W2985956666 hasAuthorship W2985956666A5023958853 @default.
- W2985956666 hasAuthorship W2985956666A5037219634 @default.
- W2985956666 hasAuthorship W2985956666A5052297762 @default.
- W2985956666 hasAuthorship W2985956666A5055556997 @default.
- W2985956666 hasAuthorship W2985956666A5058637832 @default.
- W2985956666 hasConcept C105795698 @default.
- W2985956666 hasConcept C11413529 @default.
- W2985956666 hasConcept C126255220 @default.
- W2985956666 hasConcept C153240184 @default.
- W2985956666 hasConcept C154945302 @default.
- W2985956666 hasConcept C159149176 @default.
- W2985956666 hasConcept C2775924081 @default.
- W2985956666 hasConcept C2778112365 @default.
- W2985956666 hasConcept C33923547 @default.
- W2985956666 hasConcept C41008148 @default.
- W2985956666 hasConcept C47446073 @default.
- W2985956666 hasConcept C54355233 @default.
- W2985956666 hasConcept C64341305 @default.
- W2985956666 hasConcept C74750220 @default.
- W2985956666 hasConcept C86803240 @default.
- W2985956666 hasConceptScore W2985956666C105795698 @default.
- W2985956666 hasConceptScore W2985956666C11413529 @default.
- W2985956666 hasConceptScore W2985956666C126255220 @default.
- W2985956666 hasConceptScore W2985956666C153240184 @default.
- W2985956666 hasConceptScore W2985956666C154945302 @default.
- W2985956666 hasConceptScore W2985956666C159149176 @default.
- W2985956666 hasConceptScore W2985956666C2775924081 @default.
- W2985956666 hasConceptScore W2985956666C2778112365 @default.
- W2985956666 hasConceptScore W2985956666C33923547 @default.
- W2985956666 hasConceptScore W2985956666C41008148 @default.
- W2985956666 hasConceptScore W2985956666C47446073 @default.
- W2985956666 hasConceptScore W2985956666C54355233 @default.
- W2985956666 hasConceptScore W2985956666C64341305 @default.
- W2985956666 hasConceptScore W2985956666C74750220 @default.