Prediction of electrocoagulation treatment of tannery wastewater using multiple linear regression based ANN: Comparative study on plane and punched electrodes

Desalination and Water Treatment, Год журнала: 2024, Номер 319, С. 100530 - 100530

Опубликована: Июнь 12, 2024

This study investigated the electrocoagulation (EC) treatment of tannery wastewater using plane and punched aluminum iron electrodes at optimum condition pH 9, voltage 20 V, electrode distance 1 cm 90 min electrolysis duration. The efficiency EC process was determined by evaluating levels biochemical oxygen demand (BOD), chemical (COD), Chromium (Cr) in treated effluents. experiment utilized both linear regression Artificial Neural Network (ANN) models for modeling, with ANN model validating predicted from experimental design 95 % confidence. use resulted an removal BOD (89.66 %), COD (96.21 Cr (96.05 TDS (95.77 %). On other hand, achieved a 90.86 98.62 96.94 (Cr), 96.92 (TDS). Similarly, when electrodes, BOD, COD, 87.57 %, 94.77 93.42 93.08 respectively, while removed 89.01 96.59 94.66 TDS. results demonstrate that proposed effectively predicts effluent TDS, addressing economic environmental sustainability concerns.

Язык: Английский

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Water quality prediction of artificial intelligence model: a case of Huaihe River Basin, China

Environmental Science and Pollution Research, Год журнала: 2024, Номер 31(10), С. 14610 - 14640

Опубликована: Янв. 26, 2024

Язык: Английский

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Accelerated electron transfer process via MOF-derived FeCo/C for enhanced degradation of antibiotic contaminants towards heterogeneous electro-Fenton system

Chemosphere, Год журнала: 2023, Номер 335, С. 138994 - 138994

Опубликована: Май 19, 2023

Язык: Английский

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Hybrid deep learning based prediction for water quality of plain watershed

Environmental Research, Год журнала: 2024, Номер 262, С. 119911 - 119911

Опубликована: Сен. 2, 2024

Язык: Английский

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Prediction model for coal chemical wastewater quality after catalytic ozonation process treatment based on deep learning algorithm: Performance evaluation and model comparisons

Process Safety and Environmental Protection, Год журнала: 2025, Номер unknown, С. 107059 - 107059

Опубликована: Март 1, 2025

Язык: Английский

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The Application of Deep Learning Pretreatment Models for O3-Bac Process in Drinking Water Treatment Plant

Опубликована: Янв. 1, 2025

Язык: Английский

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Deployment of interpretable machine learning in a water treatment device - feasibility exploration of performance enhancement

Journal of Water Process Engineering, Год журнала: 2024, Номер 58, С. 104781 - 104781

Опубликована: Янв. 11, 2024

Язык: Английский

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Impact of variable hydrostatic pressure and intermittent operation on filtration performance and biofouling layer in gravity-driven membrane system for practical decentralized water supply

Separation and Purification Technology, Год журнала: 2024, Номер 355, С. 129668 - 129668

Опубликована: Сен. 16, 2024

Язык: Английский

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Siamese based few-shot learning lightweight transformer model for coagulant and disinfectant dosage simultaneous regulation

Chemical Engineering Journal, Год журнала: 2024, Номер unknown, С. 156025 - 156025

Опубликована: Сен. 1, 2024

Язык: Английский

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Data mining from process monitoring of typical polluting enterprise

Environmental Monitoring and Assessment, Год журнала: 2023, Номер 195(9)

Опубликована: Авг. 29, 2023

Язык: Английский

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