Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208130114> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3208130114 endingPage "012110" @default.
- W3208130114 startingPage "012110" @default.
- W3208130114 abstract "There is a great operational risk to control the day-to-day management in water treatment plants, so water companies are looking for solutions to predict how the treatment processes may be improved due to the increased pressure to remain competitive. This study focused on the mathematical modeling of water treatment processes with the primary motivation to provide tools that can be used to predict the performance of the treatment to enable better control of uncertainty and risk. This research included choosing the most important variables affecting quality standards using the correlation test. According to this test, it was found that the important parameters of raw water: Total Hardness, Calcium, Magnesium, Total Solids, Nitrite, Nitrates, Ammonia, and Silica are to be used to construct the specific model, while pH, Fluoride, Aluminium, Nitrite, Nitrate, Ammonia, Silica, and Orthophosphate of the treated water were eliminated from the analysis. For modeling the coagulation and flocculation process temperature, Alkalinity and pH of raw water were the depended variables of the model. As for the modeling process turbidity of the treated water was used as the output variable. In general, the linear models including model-driven type, (Multivariate multiple regression, MMR and Multiple linear regression, MLR) have slightly higher prediction efficiencies than the, data-driven type (artificial neural network, ANNM). The coefficients of determination (R2) reached 66 to 85% for the MMR and MLR models and 65 to 81% for the ANN models." @default.
- W3208130114 created "2021-11-08" @default.
- W3208130114 creator A5020187732 @default.
- W3208130114 creator A5031713030 @default.
- W3208130114 creator A5062408633 @default.
- W3208130114 date "2021-06-01" @default.
- W3208130114 modified "2023-09-25" @default.
- W3208130114 title "Performance Evaluation of Al-Karkh Water Treatment Plant Using Model-driven and Data-Driven Models" @default.
- W3208130114 cites W1969293821 @default.
- W3208130114 cites W1999269011 @default.
- W3208130114 cites W2542880244 @default.
- W3208130114 doi "https://doi.org/10.1088/1755-1315/779/1/012110" @default.
- W3208130114 hasPublicationYear "2021" @default.
- W3208130114 type Work @default.
- W3208130114 sameAs 3208130114 @default.
- W3208130114 citedByCount "0" @default.
- W3208130114 crossrefType "journal-article" @default.
- W3208130114 hasAuthorship W3208130114A5020187732 @default.
- W3208130114 hasAuthorship W3208130114A5031713030 @default.
- W3208130114 hasAuthorship W3208130114A5062408633 @default.
- W3208130114 hasBestOaLocation W32081301141 @default.
- W3208130114 hasConcept C105795698 @default.
- W3208130114 hasConcept C111687972 @default.
- W3208130114 hasConcept C118552586 @default.
- W3208130114 hasConcept C129360787 @default.
- W3208130114 hasConcept C147789679 @default.
- W3208130114 hasConcept C152877465 @default.
- W3208130114 hasConcept C15744967 @default.
- W3208130114 hasConcept C161584116 @default.
- W3208130114 hasConcept C178790620 @default.
- W3208130114 hasConcept C185592680 @default.
- W3208130114 hasConcept C18903297 @default.
- W3208130114 hasConcept C189285262 @default.
- W3208130114 hasConcept C190960625 @default.
- W3208130114 hasConcept C2776384668 @default.
- W3208130114 hasConcept C2776822510 @default.
- W3208130114 hasConcept C2778382381 @default.
- W3208130114 hasConcept C2780797713 @default.
- W3208130114 hasConcept C2780924562 @default.
- W3208130114 hasConcept C33923547 @default.
- W3208130114 hasConcept C39432304 @default.
- W3208130114 hasConcept C45804977 @default.
- W3208130114 hasConcept C45812177 @default.
- W3208130114 hasConcept C48921125 @default.
- W3208130114 hasConcept C64016661 @default.
- W3208130114 hasConcept C64946054 @default.
- W3208130114 hasConcept C86803240 @default.
- W3208130114 hasConcept C87717796 @default.
- W3208130114 hasConcept C88380143 @default.
- W3208130114 hasConceptScore W3208130114C105795698 @default.
- W3208130114 hasConceptScore W3208130114C111687972 @default.
- W3208130114 hasConceptScore W3208130114C118552586 @default.
- W3208130114 hasConceptScore W3208130114C129360787 @default.
- W3208130114 hasConceptScore W3208130114C147789679 @default.
- W3208130114 hasConceptScore W3208130114C152877465 @default.
- W3208130114 hasConceptScore W3208130114C15744967 @default.
- W3208130114 hasConceptScore W3208130114C161584116 @default.
- W3208130114 hasConceptScore W3208130114C178790620 @default.
- W3208130114 hasConceptScore W3208130114C185592680 @default.
- W3208130114 hasConceptScore W3208130114C18903297 @default.
- W3208130114 hasConceptScore W3208130114C189285262 @default.
- W3208130114 hasConceptScore W3208130114C190960625 @default.
- W3208130114 hasConceptScore W3208130114C2776384668 @default.
- W3208130114 hasConceptScore W3208130114C2776822510 @default.
- W3208130114 hasConceptScore W3208130114C2778382381 @default.
- W3208130114 hasConceptScore W3208130114C2780797713 @default.
- W3208130114 hasConceptScore W3208130114C2780924562 @default.
- W3208130114 hasConceptScore W3208130114C33923547 @default.
- W3208130114 hasConceptScore W3208130114C39432304 @default.
- W3208130114 hasConceptScore W3208130114C45804977 @default.
- W3208130114 hasConceptScore W3208130114C45812177 @default.
- W3208130114 hasConceptScore W3208130114C48921125 @default.
- W3208130114 hasConceptScore W3208130114C64016661 @default.
- W3208130114 hasConceptScore W3208130114C64946054 @default.
- W3208130114 hasConceptScore W3208130114C86803240 @default.
- W3208130114 hasConceptScore W3208130114C87717796 @default.
- W3208130114 hasConceptScore W3208130114C88380143 @default.
- W3208130114 hasIssue "1" @default.
- W3208130114 hasLocation W32081301141 @default.
- W3208130114 hasOpenAccess W3208130114 @default.
- W3208130114 hasPrimaryLocation W32081301141 @default.
- W3208130114 hasRelatedWork W2018057367 @default.
- W3208130114 hasRelatedWork W2051381648 @default.
- W3208130114 hasRelatedWork W2053247772 @default.
- W3208130114 hasRelatedWork W2118007496 @default.
- W3208130114 hasRelatedWork W2609270487 @default.
- W3208130114 hasRelatedWork W4210920866 @default.
- W3208130114 hasRelatedWork W4233086084 @default.
- W3208130114 hasRelatedWork W4318192609 @default.
- W3208130114 hasRelatedWork W62528077 @default.
- W3208130114 hasRelatedWork W2980602186 @default.
- W3208130114 hasVolume "779" @default.
- W3208130114 isParatext "false" @default.
- W3208130114 isRetracted "false" @default.
- W3208130114 magId "3208130114" @default.
- W3208130114 workType "article" @default.