Optimizing organic pollutant removal from hydrazine hydrate waste brine through thermal activation of sodium persulfate assisted by response surface methodology DOI
He Sun,

Guomin Geng,

Shilong Lin

и другие.

Journal of Water Process Engineering, Год журнала: 2024, Номер 69, С. 106687 - 106687

Опубликована: Дек. 2, 2024

Язык: Английский

Radial Basis Function Neural Network and Response Surface Methodology-Based Optimization of Glue Breakage in Waste Drilling Fluids DOI Open Access
Li Yan, Zhiqiang Xu, Jiaxin Xi

и другие.

Processes, Год журнала: 2025, Номер 13(2), С. 406 - 406

Опубликована: Фев. 4, 2025

This paper aims to solve the problems of difficult breakage and low water yield wastewater-based drilling fluids. The effects agent dosage, reaction temperature, stirring speed, pumping time on fluids were analyzed through one-way experiments, these parameters optimized by Response Surface Methodology (RSM). A Radial Basis Function Neural Network (RBF) model was also introduced compare its performance with that RSM in predicting optimal process conditions. To further improve accuracy model, a combination Genetic Algorithm (GA) RBF used for optimization. results show both models can predict high accuracy, which coefficient determination is 0.9939, better than (0.9778). operating conditions are determined numerical optimization: amount glue breaker added 3.97 kg/m3, temperature 51 °C, speed 419 rpm, maximum 62.37%, best-predicted yield. GA-RBF coupled performed terms root mean square error (RMSE), (R2 = 0.998), absolute (MAE), t-test verified there no significant difference between predicted actual values. value waste mud could reach 61.97% when gum at 3.83 53 424 provided an accurate reliable theoretical basis technical support harmless treatment deep complex

Язык: Английский

Процитировано

0
Casuarina seed-packed biofilter for the treatment of gaseous mixture: performance, optimization, synergistic effects, neural model analysis, and kinetics DOI
Divya Baskaran,

Saravanan Viswanathan,

Hun-Soo Byun

и другие.

Journal of environmental chemical engineering, Год журнала: 2025, Номер unknown, С. 116689 - 116689

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0
AI-based modeling studies for dye removal using mixed biomass composites from algae and plant seeds: Isotherm, kinetics, and mechanistic insights DOI

S. Karishma,

V.C. Deivayanai,

P. Thamarai

и другие.

Journal of Water Process Engineering, Год журнала: 2024, Номер 67, С. 106227 - 106227

Опубликована: Окт. 4, 2024

Язык: Английский

Процитировано

1
Effectiveness of Musa Balbisiana bract toward chromium removal from industrial tannery effluent: optimization, kinetics, isotherms, regeneration, and cost estimation DOI
Divya Baskaran,

Becky Miriyam,

R. Palani

и другие.

Biochemical Engineering Journal, Год журнала: 2024, Номер 213, С. 109565 - 109565

Опубликована: Ноя. 12, 2024

Язык: Английский

Процитировано

1
Optimizing organic pollutant removal from hydrazine hydrate waste brine through thermal activation of sodium persulfate assisted by response surface methodology DOI
He Sun,

Guomin Geng,

Shilong Lin

и другие.

Journal of Water Process Engineering, Год журнала: 2024, Номер 69, С. 106687 - 106687

Опубликована: Дек. 2, 2024

Язык: Английский

Процитировано

1