• Home
  • Search
  • Modeling of wastewater treatment by Azolla filiculoides using response surface methodology.
  • Open Access IconOpen Access
  • Cite Icon11
  • https://doi.org/10.1007/s40201-021-00727-5Copy DOI Icon

Modeling of wastewater treatment by Azolla filiculoides using response surface methodology.

Show More
  • Abstract
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

Due to the population growth and reduction of water resources, wastewater treatment and reuse vital. As the secondary wastewater treatment processes enable removes a significant amount of P and N, nutrient-rich effluents can cause eutrophication in water bodies. On the other hand, nutrients removal in sewage treatment using mechanical methods is costly and complex. The aquaculture method using Azolla filiculoides could be an appropriate option for removing total phosphorus (TP), total nitrogen (TN), and chemical oxygen demand (COD) from wastewater. Synthetic wastewater has been prepared in the typical range of municipal wastewater. Two g fresh weight of an acclimatized A.filiculoides was floated in sample bowls each one containing 500 CC prepared wastewater. Total nitrogen, TP, and COD removal by Azolla filiculoides for 21-days were optimized and investigated using the response surface methodology (RSM). For this aim, the D-optimal method was used to optimize the three independent variables (TP concentration (10.8-84.6mg l- 1), TN concentration (20-99mg l- 1), and COD concentration (66.26-415mg l- 1)) for their maximum removal efficiency of them. Experiments were performed on 28 runs in which independent variables were measured using a HACH DR 5000 spectrometer. Predicted R-squared for COD, TP, TN removal, and Azolla mass (responses) have been equal to -0.0897, 0.8514, 0.7779, and 0.5645, respectively. The model was used to maximize Azolla growth and maximize removal efficiency of nitrogen, phosphorus, and COD that occurred in minimum concentrations of TN (20mg l- 1), TP (10.8mg l- 1), and COD (66.26mg l- 1). The removal efficiency of Azolla was obtained 77.5 % for COD, 66.8 % for TP, and 78.1 % for TN in the optimum condition of independent variables. Also, increase of Azolla mass was 239 %, with desirability of 0.66. The difference between model prediction and model validation testing for Azolla mass increase, COD, TN, and TP removal was equal to ± 11.6 %, ± 7.9 %, ± 0.0 %, and ± 1.9 %, respectively. Azolla could remove phosphorus in nitrogen deficiency or even lack of nitrogen. Results indicate that removal efficiency has an upward trend as the Azolla growth increases. This kind of fern has a significant effect on removing nitrogen, phosphorus, and COD from an aqueous solution. The removal efficiency of TN, TP, and COD at optimum operating conditions showed good agreement with model-predicted removal efficiency.

Similar Papers
  • Research Article

EFEITO DA TAXA DE AERAÇÃO NO DESEMPENHO DE ALAGADOS CONSTRUÍDOS AERADOS INTERMITENTEMENTE

  • Mar 31, 2021
  • IRRIGA
  • João Gabriel Thomaz Queluz +2
  • Research Article
  • Citations25

Optimization of three operating parameters for a two-step fed sequencing batch reactor (SBR) system to remove nutrients from swine wastewater.

  • Jan 07, 2015
  • Applied Biochemistry and Biotechnology
  • Xiao Wu +3
  • Research Article

Performance of vetiver grass and aeration on chemical oxygen demand, total nitrogen, and total phosphorus removal from surface water of the Chiang Mai moat

  • Dec 22, 2025
  • Science, Engineering and Health Studies
  • Pimpawat Teeratitayangkul +4
  • Research Article
  • Citations75

Effect of operating parameters on the performance of sediment microbial fuel cell treating aquaculture water

  • May 28, 2014
  • Aquacultural Engineering
  • T.K Sajana +2
  • PDF
  • Research Article
  • Citations59

Effects of influent C/N ratios and treatment technologies on integral biogas upgrading and pollutants removal from synthetic domestic sewage

  • Sep 07, 2017
  • Scientific Reports
  • Jie Xu +4
  • Research Article
  • Citations2

High-load domestic wastewater treatment using a combined anaerobic-aerobic bio-filter with coal cinder as medium

  • Mar 13, 2017
  • Environmental Technology
  • Yaoxing Liu +4
  • Research Article
  • Citations12

Batch treatment of saline wastewater by Halanaerobium lacusrosei in an anaerobic packed bed reactor

  • Aug 04, 2008
  • Journal of Chemical Technology & Biotechnology
  • Ilgi Karapinar Kapdan +1
  • Research Article
  • Citations142

Electrocoagulation of wastewater using aluminum, iron, and magnesium electrodes.

  • Oct 09, 2018
  • Journal of Hazardous Materials
  • Tanner Ryan Devlin +5
  • Research Article
  • Citations15

A bioelectrochemical-system-based trickling filter reactor for wastewater treatment

  • Jul 09, 2020
  • Bioresource Technology
  • Qiaochu Liang +7
  • Research Article
  • Citations6

Reuse of treated wastewater using sequencing batch bioreactor for the improvement of wheat growth

  • Sep 01, 2011
  • Journal of Water Reuse and Desalination
  • Beenish Saba +3
  • Conference Article

Biological Nutrient Removal from On-Site Wastewater Treatment Systems Using a Membrane Aerated Bioreactor

  • May 12, 2009
  • World Environmental and Water Resources Congress 2009
  • Zhihua Liang +1
  • PDF
  • Research Article
  • Citations61

High Efficient Visible-Light Photocatalytic Performance of Cu/ZnO/rGO Nanocomposite for Decomposing of Aqueous Ammonia and Treatment of Domestic Wastewater

  • Jun 12, 2018
  • Frontiers in Chemistry
  • Shiying He +6
  • Research Article
  • Citations35

Improving oxygen dissolution and distribution in a bioreactor with enhanced simultaneous COD and nitrogen removal by simply introducing micro-pressure and swirl.

  • Jun 12, 2015
  • Applied Microbiology and Biotechnology
  • Dejun Bian +7
  • Research Article
  • Citations47

Side-by-side comparison of horizontal subsurface flow and free water surface flow constructed wetlands and artificial neural network (ANN) modelling approach

  • Jun 21, 2009
  • Ecological Engineering
  • Muhsin Naz +3
  • Research Article
  • Citations10

Enhanced nutrient removal from aquaculture wastewater using optimized constructed wetlands: A comprehensive screening of microbial complexes, substrates, and macrophytes

  • Nov 29, 2024
  • Journal of Water Process Engineering
  • Farhan Nabi +6
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.