Matches in SemOpenAlex for { <https://semopenalex.org/work/W2413193669> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2413193669 endingPage "1113" @default.
- W2413193669 startingPage "1101" @default.
- W2413193669 abstract "Permeability index is a crucial productivity indicator of the lower zone in blast furnaces to maintain the operation, energy consumption, and hot liquid metal production rates during the ironmaking process. Blast furnace operation parameters such as coke-to-ore ratio, wall pressures and temperatures, flame temperature, top gas pressure, temperature and composition, hot blast pressure and temperature, sounding levels, etc. and also the level of hot liquid metal and slag in the bottom of furnace, influence the permeability phenomenon directly. Hence, fluctuations and instantenous variations of permeability index parameter should be avoided by controlling inadequate drainage cycles and operational factors to achieve more efficient and stable operation in the furnaces. In this study, permeability index parameter of the Erdemir Blast Furnace #1, located in Turkey, is modeled and experimental computing work is carried out to assess the operation performance of the furnace, depending on selected input parameters. The demanding artificial intelligence and soft computing techniques, artificial neural networks and adaptive neural fuzzy inference system, and a well-known statistical tool, autoregressive integrated moving average model are executed throughout the study using previous furnace data, received during one day of operation. Selected performance measures, coefficient of determination ( R 2 ) and root mean squared error, are used to compare the forecasting accuracy of proposed models. Consequently, the most satisfactory forecasting model of the study, adaptive neural fuzzy inference system, is proposed to be integrated into the plant control system as an expert modeler." @default.
- W2413193669 created "2016-06-24" @default.
- W2413193669 creator A5082787850 @default.
- W2413193669 date "2016-06-07" @default.
- W2413193669 modified "2023-10-02" @default.
- W2413193669 title "Performance assessment of permeability index prediction in an ironmaking process via soft computing techniques" @default.
- W2413193669 cites W1963782339 @default.
- W2413193669 cites W1973002019 @default.
- W2413193669 cites W1987672768 @default.
- W2413193669 cites W1992852845 @default.
- W2413193669 cites W1994319753 @default.
- W2413193669 cites W2020999191 @default.
- W2413193669 cites W2021086536 @default.
- W2413193669 cites W2085629944 @default.
- W2413193669 cites W2099886830 @default.
- W2413193669 cites W2113904085 @default.
- W2413193669 cites W2170456717 @default.
- W2413193669 cites W2553222527 @default.
- W2413193669 doi "https://doi.org/10.1177/0954408916654199" @default.
- W2413193669 hasPublicationYear "2016" @default.
- W2413193669 type Work @default.
- W2413193669 sameAs 2413193669 @default.
- W2413193669 citedByCount "9" @default.
- W2413193669 countsByYear W24131936692019 @default.
- W2413193669 countsByYear W24131936692020 @default.
- W2413193669 countsByYear W24131936692021 @default.
- W2413193669 countsByYear W24131936692022 @default.
- W2413193669 countsByYear W24131936692023 @default.
- W2413193669 crossrefType "journal-article" @default.
- W2413193669 hasAuthorship W2413193669A5082787850 @default.
- W2413193669 hasConcept C120882062 @default.
- W2413193669 hasConcept C127413603 @default.
- W2413193669 hasConcept C140073362 @default.
- W2413193669 hasConcept C154945302 @default.
- W2413193669 hasConcept C186108316 @default.
- W2413193669 hasConcept C191897082 @default.
- W2413193669 hasConcept C192562407 @default.
- W2413193669 hasConcept C195975749 @default.
- W2413193669 hasConcept C21880701 @default.
- W2413193669 hasConcept C2780269488 @default.
- W2413193669 hasConcept C41008148 @default.
- W2413193669 hasConcept C41625074 @default.
- W2413193669 hasConcept C50644808 @default.
- W2413193669 hasConcept C54355233 @default.
- W2413193669 hasConcept C58166 @default.
- W2413193669 hasConcept C86803240 @default.
- W2413193669 hasConceptScore W2413193669C120882062 @default.
- W2413193669 hasConceptScore W2413193669C127413603 @default.
- W2413193669 hasConceptScore W2413193669C140073362 @default.
- W2413193669 hasConceptScore W2413193669C154945302 @default.
- W2413193669 hasConceptScore W2413193669C186108316 @default.
- W2413193669 hasConceptScore W2413193669C191897082 @default.
- W2413193669 hasConceptScore W2413193669C192562407 @default.
- W2413193669 hasConceptScore W2413193669C195975749 @default.
- W2413193669 hasConceptScore W2413193669C21880701 @default.
- W2413193669 hasConceptScore W2413193669C2780269488 @default.
- W2413193669 hasConceptScore W2413193669C41008148 @default.
- W2413193669 hasConceptScore W2413193669C41625074 @default.
- W2413193669 hasConceptScore W2413193669C50644808 @default.
- W2413193669 hasConceptScore W2413193669C54355233 @default.
- W2413193669 hasConceptScore W2413193669C58166 @default.
- W2413193669 hasConceptScore W2413193669C86803240 @default.
- W2413193669 hasIssue "6" @default.
- W2413193669 hasLocation W24131936691 @default.
- W2413193669 hasOpenAccess W2413193669 @default.
- W2413193669 hasPrimaryLocation W24131936691 @default.
- W2413193669 hasRelatedWork W1559492138 @default.
- W2413193669 hasRelatedWork W1634624060 @default.
- W2413193669 hasRelatedWork W1822851171 @default.
- W2413193669 hasRelatedWork W1984424055 @default.
- W2413193669 hasRelatedWork W2078755112 @default.
- W2413193669 hasRelatedWork W2164589519 @default.
- W2413193669 hasRelatedWork W2373114646 @default.
- W2413193669 hasRelatedWork W2417963369 @default.
- W2413193669 hasRelatedWork W32657058 @default.
- W2413193669 hasRelatedWork W2182639223 @default.
- W2413193669 hasVolume "231" @default.
- W2413193669 isParatext "false" @default.
- W2413193669 isRetracted "false" @default.
- W2413193669 magId "2413193669" @default.
- W2413193669 workType "article" @default.