Journal of Colloid and Interface Science, Journal Year: 2024, Volume and Issue: 683, P. 1119 - 1134
Published: Dec. 20, 2024
Language: Английский
Journal of Colloid and Interface Science, Journal Year: 2024, Volume and Issue: 683, P. 1119 - 1134
Published: Dec. 20, 2024
Language: Английский
Chemical Engineering Journal, Journal Year: 2024, Volume and Issue: 494, P. 153032 - 153032
Published: June 11, 2024
Language: Английский
Citations
5Journal of Hazardous Materials, Journal Year: 2025, Volume and Issue: 487, P. 137284 - 137284
Published: Jan. 20, 2025
Language: Английский
Citations
0Water, Journal Year: 2025, Volume and Issue: 17(8), P. 1211 - 1211
Published: April 18, 2025
In this study, inexpensive, environmentally friendly, and biodegradable cellulose filter paper was used to load nano zero-valent iron (nZVI), effectively improving the dispersibility of nZVI successfully preparing supported modified (FP-nZVI). Subsequently, capacity FP-nZVI remove Cr(VI) in a flow system explored. characterized by scanning electron microscopy (SEM), Fourier transform infrared spectroscopy (FTIR), X-ray diffraction (XRD). Traditional single-factor experiments often require large number repeated when analyzing interactions among multiple variables, resulting long experimental cycle high consumption materials. This research Response Surface Methodology (RSM) based on Box-Behnken Design (BBD) Artificial Neural Network (ANN) optimize predict removal process Cr(VI). RSM investigated between response variable (Cr(VI) rate) independent variables concentration, pH value, rate). A highly significant quadratic regression model constructed, which proven F value (93.92), an extremely low p-value (<0.0001), determination coefficient (R2 = 0.9918). An ANN established forecast correlation rate Both models demonstrate remarkable consistency with data; however, from perspective statistical parameters, has more advantages; R2 reaches 0.9937, is higher than that (0.9918); values indicators such as MSE, RMSE, MAE, MAPE, AAD, SEP are all smaller those RSM. The exhibits greater excellence prediction error, fluctuation, closeness actual excellent ability. experiment for treating optimized, achieving good results. Meanwhile, it also provides valuable reference similar studies.
Language: Английский
Citations
0Journal of Water Process Engineering, Journal Year: 2024, Volume and Issue: 63, P. 105416 - 105416
Published: May 9, 2024
Language: Английский
Citations
3RSC Advances, Journal Year: 2024, Volume and Issue: 14(41), P. 30411 - 30439
Published: Jan. 1, 2024
The growing threat of environmental pollution to global health necessitates a focus on the search for sustainable wastewater remediation materials coupled with innovative strategies.
Language: Английский
Citations
3Springer proceedings in earth and environmental sciences, Journal Year: 2024, Volume and Issue: unknown, P. 137 - 149
Published: Jan. 1, 2024
Language: Английский
Citations
0Journal of Colloid and Interface Science, Journal Year: 2024, Volume and Issue: 683, P. 1119 - 1134
Published: Dec. 20, 2024
Language: Английский
Citations
0