FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4296311523> ?p ?o ?g. }

• W4296311523 endingPage "139220" @default.
• W4296311523 startingPage "139220" @default.
• W4296311523 abstract "A membrane bioreactor (MBR) is a crucial wastewater treatment unit that requires continuous and precise monitoring to ensure stable operation and avoid energy loss. Sensor malfunction in MBR plants leads to missing and faulty measurements that negatively affect the control of membrane fouling and energy consumption. This study proposes an intelligent monitoring system to alleviate membrane fouling by the autonomous handling of sensor malfunctions in MBR plants using explainable AI (XAI) and a new multisensor fusion-based automated data reconciliation and imputation (MSF-ARI) approach. Missing and faulty data cases were used to validate the MSF-ARI approach in imputing the consecutive and point-to-point missing values and the detection, diagnosis, and reconciliation of the faulty data. Then, XAI analysis and an integrated biological-physical MBR model were utilized to evaluate the effect of MSF-ARI on membrane fouling and energy consumption. The results showed that the proposed MSF-ARI presents a superior missing data imputation performance (MAE = 0.31 mg/L) and a high reconciliation of the faulty measurements (MAE = 1.96 mg/L) along with a high detection rate (DRSPE = 100 %) and well-diagnosed fault groups. Applying MSF-ARI, the early membrane fouling was avoided by preventing the increased accumulation of the stable sludge cake, leading to a prolonged MBR operation by 10 days with an energy saving of 37.44 %. Therefore, managing faulty and missing data by MSF-ARI could contribute to the mitigation of membrane fouling and achieve a sustainable balance between operational time and energy consumption." @default.
• W4296311523 created "2022-09-20" @default.
• W4296311523 creator A5031245665 @default.
• W4296311523 creator A5043327429 @default.
• W4296311523 creator A5059863686 @default.
• W4296311523 creator A5076131656 @default.
• W4296311523 creator A5085381564 @default.
• W4296311523 creator A5088066335 @default.
• W4296311523 date "2023-01-01" @default.
• W4296311523 modified "2023-10-16" @default.
• W4296311523 title "Explainable multisensor fusion-based automatic reconciliation and imputation of faulty and missing data in membrane bioreactor plants for fouling alleviation and energy saving" @default.
• W4296311523 cites W1484370173 @default.
• W4296311523 cites W1901129140 @default.
• W4296311523 cites W1975184363 @default.
• W4296311523 cites W1991424144 @default.
• W4296311523 cites W1991573032 @default.
• W4296311523 cites W1995647834 @default.
• W4296311523 cites W1997687363 @default.
• W4296311523 cites W2003807823 @default.
• W4296311523 cites W2011920544 @default.
• W4296311523 cites W2013344763 @default.
• W4296311523 cites W2017567614 @default.
• W4296311523 cites W2023656897 @default.
• W4296311523 cites W2041318944 @default.
• W4296311523 cites W2103847004 @default.
• W4296311523 cites W2112985221 @default.
• W4296311523 cites W211555231 @default.
• W4296311523 cites W2120615054 @default.
• W4296311523 cites W2123866830 @default.
• W4296311523 cites W2169507787 @default.
• W4296311523 cites W2511461628 @default.
• W4296311523 cites W2529827714 @default.
• W4296311523 cites W2603304445 @default.
• W4296311523 cites W2739426099 @default.
• W4296311523 cites W2888380676 @default.
• W4296311523 cites W2889054354 @default.
• W4296311523 cites W2897574832 @default.
• W4296311523 cites W2944261669 @default.
• W4296311523 cites W2947274483 @default.
• W4296311523 cites W2952598456 @default.
• W4296311523 cites W2965653205 @default.
• W4296311523 cites W2965835972 @default.
• W4296311523 cites W2973378473 @default.
• W4296311523 cites W2986617680 @default.
• W4296311523 cites W2997775184 @default.
• W4296311523 cites W3004513120 @default.
• W4296311523 cites W3113096267 @default.
• W4296311523 cites W3124163849 @default.
• W4296311523 cites W3129303540 @default.
• W4296311523 cites W3130624291 @default.
• W4296311523 cites W3130897723 @default.
• W4296311523 cites W3171280285 @default.
• W4296311523 cites W3182923446 @default.
• W4296311523 cites W3205216218 @default.
• W4296311523 cites W3207886734 @default.
• W4296311523 cites W3209249023 @default.
• W4296311523 cites W3213298020 @default.
• W4296311523 cites W3214432141 @default.
• W4296311523 cites W4281550668 @default.
• W4296311523 doi "https://doi.org/10.1016/j.cej.2022.139220" @default.
• W4296311523 hasPublicationYear "2023" @default.
• W4296311523 type Work @default.
• W4296311523 citedByCount "6" @default.
• W4296311523 countsByYear W42963115232023 @default.
• W4296311523 crossrefType "journal-article" @default.
• W4296311523 hasAuthorship W4296311523A5031245665 @default.
• W4296311523 hasAuthorship W4296311523A5043327429 @default.
• W4296311523 hasAuthorship W4296311523A5059863686 @default.
• W4296311523 hasAuthorship W4296311523A5076131656 @default.
• W4296311523 hasAuthorship W4296311523A5085381564 @default.
• W4296311523 hasAuthorship W4296311523A5088066335 @default.
• W4296311523 hasConcept C115792997 @default.
• W4296311523 hasConcept C119599485 @default.
• W4296311523 hasConcept C119857082 @default.
• W4296311523 hasConcept C127413603 @default.
• W4296311523 hasConcept C154945302 @default.
• W4296311523 hasConcept C180461467 @default.
• W4296311523 hasConcept C185592680 @default.
• W4296311523 hasConcept C21880701 @default.
• W4296311523 hasConcept C2776266027 @default.
• W4296311523 hasConcept C2780165032 @default.
• W4296311523 hasConcept C33954974 @default.
• W4296311523 hasConcept C39432304 @default.
• W4296311523 hasConcept C41008148 @default.
• W4296311523 hasConcept C41625074 @default.
• W4296311523 hasConcept C55493867 @default.
• W4296311523 hasConcept C57442070 @default.
• W4296311523 hasConcept C58041806 @default.
• W4296311523 hasConcept C87717796 @default.
• W4296311523 hasConcept C9357733 @default.
• W4296311523 hasConceptScore W4296311523C115792997 @default.
• W4296311523 hasConceptScore W4296311523C119599485 @default.
• W4296311523 hasConceptScore W4296311523C119857082 @default.
• W4296311523 hasConceptScore W4296311523C127413603 @default.
• W4296311523 hasConceptScore W4296311523C154945302 @default.
• W4296311523 hasConceptScore W4296311523C180461467 @default.
• W4296311523 hasConceptScore W4296311523C185592680 @default.
• W4296311523 hasConceptScore W4296311523C21880701 @default.

• next