Matches in SemOpenAlex for { <https://semopenalex.org/work/W4377099679> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4377099679 endingPage "2011" @default.
- W4377099679 startingPage "1991" @default.
- W4377099679 abstract "The advanced data analytics platform bridges the gap between industrial automation technology and new cloud-based technology. The information on the implementation of a data analytics platform to convert huge data into valuable information and use it to serve the scheduled maintenance of the components involved in the food processing industry is rarely reported in the literature. This work reports a data-driven framework for prediction and fault detection in key performance parameters for a milk spray drying process plant. The framework consists of different data analysis methods and it helps to take decisions about the selection of key performance parameters involved in improving the spray drying thermal efficiency. The neural network-based NARX model demonstrates a better performance than the linear models in the prediction of cyclone exit air temperature which is the key performance parameter in spray drying as it governs thermal efficiency. The performance of the predictive model is validated using RMSE. The ML-based classification methods are also used in the present work to classify the different faults and the decisions regarding the maintenance of the components responsible for the faults. The performance of these models was verified using a confusion matrix. It is proposed that the decision tree classifier and random forest classifier are best suitable for fault finding as their accuracy is highest at 99.83%." @default.
- W4377099679 created "2023-05-20" @default.
- W4377099679 creator A5012822293 @default.
- W4377099679 creator A5080511410 @default.
- W4377099679 date "2023-05-19" @default.
- W4377099679 modified "2023-10-03" @default.
- W4377099679 title "Monitoring exhaust air temperature and detecting faults during milk spray drying using data-driven framework" @default.
- W4377099679 cites W1543929008 @default.
- W4377099679 cites W2017748170 @default.
- W4377099679 cites W2024928411 @default.
- W4377099679 cites W2037043354 @default.
- W4377099679 cites W2043320742 @default.
- W4377099679 cites W2073652333 @default.
- W4377099679 cites W2076051497 @default.
- W4377099679 cites W2078220290 @default.
- W4377099679 cites W2080773316 @default.
- W4377099679 cites W2082087023 @default.
- W4377099679 cites W2168821089 @default.
- W4377099679 cites W2415494969 @default.
- W4377099679 cites W2529586525 @default.
- W4377099679 cites W2587837011 @default.
- W4377099679 cites W2883369582 @default.
- W4377099679 cites W2895373424 @default.
- W4377099679 cites W2896112180 @default.
- W4377099679 cites W2944567003 @default.
- W4377099679 cites W2948553717 @default.
- W4377099679 cites W2971136000 @default.
- W4377099679 cites W2980423716 @default.
- W4377099679 cites W2984127675 @default.
- W4377099679 cites W3016611625 @default.
- W4377099679 cites W3019385468 @default.
- W4377099679 cites W3036927015 @default.
- W4377099679 cites W3088398172 @default.
- W4377099679 cites W3112132189 @default.
- W4377099679 cites W3147196797 @default.
- W4377099679 cites W3190390211 @default.
- W4377099679 cites W3196143620 @default.
- W4377099679 doi "https://doi.org/10.1080/07373937.2023.2213312" @default.
- W4377099679 hasPublicationYear "2023" @default.
- W4377099679 type Work @default.
- W4377099679 citedByCount "0" @default.
- W4377099679 crossrefType "journal-article" @default.
- W4377099679 hasAuthorship W4377099679A5012822293 @default.
- W4377099679 hasAuthorship W4377099679A5080511410 @default.
- W4377099679 hasConcept C115901376 @default.
- W4377099679 hasConcept C119857082 @default.
- W4377099679 hasConcept C124101348 @default.
- W4377099679 hasConcept C127413603 @default.
- W4377099679 hasConcept C138602881 @default.
- W4377099679 hasConcept C152745839 @default.
- W4377099679 hasConcept C154945302 @default.
- W4377099679 hasConcept C172707124 @default.
- W4377099679 hasConcept C200601418 @default.
- W4377099679 hasConcept C21880701 @default.
- W4377099679 hasConcept C41008148 @default.
- W4377099679 hasConcept C50644808 @default.
- W4377099679 hasConcept C78519656 @default.
- W4377099679 hasConcept C79158427 @default.
- W4377099679 hasConcept C84525736 @default.
- W4377099679 hasConceptScore W4377099679C115901376 @default.
- W4377099679 hasConceptScore W4377099679C119857082 @default.
- W4377099679 hasConceptScore W4377099679C124101348 @default.
- W4377099679 hasConceptScore W4377099679C127413603 @default.
- W4377099679 hasConceptScore W4377099679C138602881 @default.
- W4377099679 hasConceptScore W4377099679C152745839 @default.
- W4377099679 hasConceptScore W4377099679C154945302 @default.
- W4377099679 hasConceptScore W4377099679C172707124 @default.
- W4377099679 hasConceptScore W4377099679C200601418 @default.
- W4377099679 hasConceptScore W4377099679C21880701 @default.
- W4377099679 hasConceptScore W4377099679C41008148 @default.
- W4377099679 hasConceptScore W4377099679C50644808 @default.
- W4377099679 hasConceptScore W4377099679C78519656 @default.
- W4377099679 hasConceptScore W4377099679C79158427 @default.
- W4377099679 hasConceptScore W4377099679C84525736 @default.
- W4377099679 hasIssue "12" @default.
- W4377099679 hasLocation W43770996791 @default.
- W4377099679 hasOpenAccess W4377099679 @default.
- W4377099679 hasPrimaryLocation W43770996791 @default.
- W4377099679 hasRelatedWork W1470425429 @default.
- W4377099679 hasRelatedWork W3121555817 @default.
- W4377099679 hasRelatedWork W3185179407 @default.
- W4377099679 hasRelatedWork W3210918776 @default.
- W4377099679 hasRelatedWork W4205478082 @default.
- W4377099679 hasRelatedWork W4231994957 @default.
- W4377099679 hasRelatedWork W4281385048 @default.
- W4377099679 hasRelatedWork W4318350883 @default.
- W4377099679 hasRelatedWork W4328134586 @default.
- W4377099679 hasRelatedWork W4361795583 @default.
- W4377099679 hasVolume "41" @default.
- W4377099679 isParatext "false" @default.
- W4377099679 isRetracted "false" @default.
- W4377099679 workType "article" @default.