Technical Papers
Jun 26, 2023

Optimization of Electro-Charge Loading in Electrocoagulation Using Response Surface Methodology for the Abatement of Salicylic Acid from Wastewater

Publication: Journal of Environmental Engineering
Volume 149, Issue 9

Abstract

The present investigation demonstrates a batch electrocoagulation (EC) process performance for the abatement of salicylic acid–laden wastewater. The electro-charge loading optimization was assessed using response surface methodology (RSM) with a central composite design (CCD) model. The EC at an optimum electro-charge loading of 20.69  Fm3 in the presence of NaCl electrolyte with concentration of 1  gL1 and a pH of 7.0, resulted in 88.38%±3.52% reduction of salicylic acid with an initial concentration of 50  mgL1. The analysis of variance (ANOVA) and regression equation resulted in a p-value of <0.05, F-value of 113.65, and a unit value of desirability for the optimized model, suggesting the model is statistically significant. Moreover, at an optimum surface-to-volume ratio (S/V) of 6.8  m3  m2, about 1.23  kWhm3 of energy consumption was observed. Further, in the case of chemical coagulation, about 37%±2.2% removal efficiency of salicylic acid was obtained at an optimum pH and alum dose of 7.0 and 250  mgL1, respectively. Also, the EC process demonstrated satisfactory performance during the treatment of real institutional wastewater spiked with 50  mgL1 of salicylic acid by achieving 75.2%±5.7% removal efficacy at optimum operating conditions. Finally, the sludge characterization revealed the presence of metal hydroxide species [Al(OH)3] flocs, responsible for effectively adsorbing and separating salicylic acid molecules from wastewater.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

Data available on request from the authors.

Acknowledgments

The authors acknowledge the Department of Science and Technology, Government of India, for providing financial assistance to this research project [File No. DST/TMD (EWO)/OWUIS-2018/RS-10].
Author contributions: Azhan Ahmad: conceptualization; formal analysis; investigation; methodology; roles/writing—original draft; and writing—review and editing. Monali Priyadarshini: validation; visualization; roles/writing—original draft; data curation; writing—review and editing; and investigation. M. M. Ghangrekar: funding acquisition; project administration; resources; supervision; validation; and writing—review and editing. Rao Y. Surampalli: supervision; validation; and writing—review and editing.

References

Ahmad, A., M. Priyadarshini, I. Das, M. M. Ghangrekar, and R. Y. Surampalli. 2023. “Surfactant aided electrocoagulation/floatation using punched electrodes for the remediation of salicylic acid from wastewater.” J. Environ. Chem. Eng. 11 (1): 109049. https://doi.org/10.1016/j.jece.2022.109049.
Ahmad, A., M. Priyadarshini, S. Das, and M. M. Ghangrekar. 2021. “Electrocoagulation as an efficacious technology for the treatment of wastewater containing active pharmaceutical compounds: A review.” Sep. Sci. Technol. 57 (8): 1234–1256. https://doi.org/10.1080/01496395.2021.1972011.
Ahmad, A., M. Priyadarshini, S. Yadav, M. M. Ghangrekar, and R. Y. Surampalli. 2022. “The potential of biochar-based catalysts in advanced treatment technologies for efficacious removal of persistent organic pollutants from wastewater: A review.” Chem. Eng. Res. Des. 187 (Mar): 470–496. https://doi.org/10.1016/j.cherd.2022.09.024.
Ahmadzadeh, S., A. Asadipour, M. Pournamdari, B. Behnam, H. R. Rahimi, and M. Dolatabadi. 2017. “Removal of ciprofloxacin from hospital wastewater using electrocoagulation technique by aluminum electrode: Optimization and modelling through response surface methodology.” Process Saf. Environ. Prot. 109 (Jun): 538–547. https://doi.org/10.1016/j.psep.2017.04.026.
Ambauen, N., J. Muff, N. L. Mai, C. Hallé, T. T. Trinh, and T. Meyn. 2019. “Insights into the kinetics of intermediate formation during electrochemical oxidation of the organic model pollutant salicylic acid in chloride electrolyte.” Water 11 (7): 1322. https://doi.org/10.3390/w11071322.
APHA. 1999. Standard methods for the examination of water and wastewater part 1000 standard methods for the examination of water and wastewater. Washington, DC: APHA.
Asfaha, Y. G., F. Zewge, T. Yohannes, and S. Kebede. 2022. “Investigation of cotton textile industry wastewater treatment with electrocoagulation process: Performance, mineralization, and kinetic study.” Water Sci. Technol. 85 (5): 1549–1567. https://doi.org/10.2166/wst.2022.061.
Bajpai, M., S. S. Katoch, A. Kadier, and P. C. Ma. 2021. “Treatment of pharmaceutical wastewater containing cefazolin by electrocoagulation (EC): Optimization of various parameters using response surface methodology (RSM), kinetics and isotherms study.” Chem. Eng. Res. Des. 176 (Aug): 254–266. https://doi.org/10.1016/j.cherd.2021.10.012.
Bernal, V., L. Giraldo, and J. C. Moreno-Piraján. 2018. “Thermodynamic study of the interactions of salicylic acid and granular activated carbon in solution at different pHs.” Adsorpt. Sci. Technol. 36 (3–4): 833–850. https://doi.org/10.1177/0263617417730463.
Bouchareb, R., K. Derbal, Y. Özay, Z. Bilici, and N. Dizge. 2020. “Combined natural/chemical coagulation and membrane filtration for wood processing wastewater treatment.” J. Water Process Eng. 37 (Jul): 101521. https://doi.org/10.1016/j.jwpe.2020.101521.
Bouguerra, W., A. Barhoumi, N. Ibrahim, K. Brahmi, and B. Hamrouni. 2015. “Optimization of the electrocoagulation process for the removal of lead from water using aluminium as electrode material.” Desalin. Water Treat. 56 (10): 2672–2681. https://doi.org/10.1080/19443994.2015.1015308.
Brahmi, K., W. Bouguerra, M. Loungou, and Z. Tlili. 2019. “Investigation of electrocoagulation reactor design parameters effect on the removal of cadmium from synthetic and phosphate industrial wastewater.” Arab. J. Chem. 12 (Mar): 1848–1859. https://doi.org/10.1016/j.arabjc.2014.12.012.
Cañizares, P., C. Jiménez, F. Martínez, M. A. Rodrigo, and C. Sáez. 2009. “The pH as a key parameter in the choice between coagulation and electrocoagulation for the treatment of wastewaters.” J. Hazard. Mater. 163 (1): 158–164. https://doi.org/10.1016/j.jhazmat.2008.06.073.
Chou, W., C. Wang, K. Huang, and T. Liu. 2011. “Electrochemical removal of salicylic acid from aqueous solutions using aluminum electrodes.” Desalination 271 (1–3): 55–61. https://doi.org/10.1016/j.desal.2010.12.013.
Damaraju, M., D. Bhattacharyya, T. K. Panda, and K. K. Kurilla. 2020. “Marigold wastewater treatment in a lab-scale and a field-scale continuous bipolar-mode electrocoagulation system.” J. Cleaner Prod. 245 (Feb): 118693. https://doi.org/10.1016/j.jclepro.2019.118693.
Den, W., and C. Huang. 2005. “Electrocoagulation for removal of silica nano-particles from chemical—Mechanical-planarization wastewater.” Colloids Surf., A 254 (1–3): 81–89. https://doi.org/10.1016/j.colsurfa.2004.11.026.
Deokar, S. K., A. R. Jadhav, P. D. Pathak, and S. A. Mandavgane. 2022. “Biochar from microwave pyrolysis of banana peel: Characterization and utilization for removal of benzoic and salicylic acid from aqueous solutions.” Biomass Convers. Biorefin. (Nov): 0123456789. https://doi.org/10.1007/s13399-022-03562-2.
Devda, V., et al. 2021. “Recovery of resources from industrial wastewater employing electrochemical technologies: Status, advancements and perspectives.” Bioengineered 12 (1): 4697–4718. https://doi.org/10.1080/21655979.2021.1946631.
Dutta, N., and A. Gupta. 2022. “Development of arsenic removal unit with electrocoagulation and activated alumina sorption: Field trial at rural West Bengal, India.” J. Water Process Eng. 49 (July): 103013. https://doi.org/10.1016/j.jwpe.2022.103013.
Dutta, N., A. Haldar, and A. Gupta. 2021. “Electrocoagulation for arsenic removal: Field trials in rural West Bengal.” Arch. Environ. Contam. Toxicol. 80 (1): 248–258. https://doi.org/10.1007/s00244-020-00799-8.
Henschel, K. P., A. Wenzel, M. Diedrich, and A. Fliedner. 1997. “Environmental hazard assessment of pharmaceuticals.” Regul. Toxicol. Pharmacol. 25 (3): 220–225. https://doi.org/10.1006/rtph.1997.1102.
Hu, C., H. Liu, G. Chen, W. A. Je, and J. Qu. 2012. “As(III) oxidation by active chlorine and subsequent removal of As(V) by Al 13 polymer coagulation using a novel dual function reagent.” Environ. Sci. Technol. 46 (12): 6776–6782. https://doi.org/10.1021/es203917g.
Jjagwe, J., P. W. Olupot, E. Menya, and H. M. Kalibbala. 2021. “Synthesis and application of granular activated carbon from biomass waste materials for water treatment: A review.” J. Bioresour. Bioprod. 6 (4): 292–322. https://doi.org/10.1016/j.jobab.2021.03.003.
Khandegar, V., and A. K. Saroha. 2013. “Electrocoagulation for the treatment of textile industry effluent—A review.” J. Environ. Manage. 128 (Feb): 949–963. https://doi.org/10.1016/j.jenvman.2013.06.043.
Kim, T. H., C. Park, J. Yang, and S. Kim. 2004. “Comparison of disperse and reactive dye removals by chemical coagulation and Fenton oxidation.” J. Hazard. Mater. 112 (1–2): 95–103. https://doi.org/10.1016/j.jhazmat.2004.04.008.
Kobya, M., E. Demirbas, and F. Ulu. 2016. “Evaluation of operating parameters with respect to charge loading on the removal efficiency of arsenic from potable water by electrocoagulation.” J. Environ. Chem. Eng. 4 (2): 1484–1494. https://doi.org/10.1016/j.jece.2016.02.016.
Koktas, I. Y., and Ö. Gökkuş. 2022. “Removal of salicylic acid by electrochemical processes using stainless steel and platinum anodes.” Chemosphere 293 (Dec): 133566. https://doi.org/10.1016/j.chemosphere.2022.133566.
Kumari, S., and R. N. Kumar. 2021. “River water treatment using electrocoagulation for removal of acetaminophen and natural organic matter.” Chemosphere 273 (Jun): 128571. https://doi.org/10.1016/j.chemosphere.2020.128571.
Liu, H., and X. U. Zhao. 2008. “Role of aluminum speciation in the removal of disinfection byproduct precursors by a coagulation process.” Environ. Sci. Technol. 42 (15): 5421–5427. https://doi.org/10.1021/es800380w.
Liu, Y. J., S. L. Lo, Y. H. Liou, and C. Y. Hu. 2015. “Removal of nonsteroidal anti-inflammatory drugs (NSAIDs) by electrocoagulation-flotation with a cationic surfactant.” Sep. Purif. Technol. 152 (May): 148–154. https://doi.org/10.1016/j.seppur.2015.08.015.
Moussa, D. T., M. H. El-Naas, M. Nasser, and M. J. Al-Marri. 2017. “A comprehensive review of electrocoagulation for water treatment: Potentials and challenges.” J. Environ. Manage. 186 (Jan): 24–41. https://doi.org/10.1016/j.jenvman.2016.10.032.
Nawarkar, C. J., and V. D. Salkar. 2019. “Solar powered Electrocoagulation system for municipal wastewater treatment.” Fuel 237 (Apr): 222–226. https://doi.org/10.1016/j.fuel.2018.09.140.
Nidheesh, P. V., A. Kumar, D. Syam Babu, J. Scaria, and M. Suresh Kumar. 2020. “Treatment of mixed industrial wastewater by electrocoagulation and indirect electrochemical oxidation.” Chemosphere 251 (Sep): 126437. https://doi.org/10.1016/j.chemosphere.2020.126437.
Padmaja, K., J. Cherukuri, and M. Anji Reddy. 2020. “A comparative study of the efficiency of chemical coagulation and electrocoagulation methods in the treatment of pharmaceutical effluent.” J. Water Process Eng. 34 (Apr): 101153. https://doi.org/10.1016/j.jwpe.2020.101153.
Panagopoulos, A. 2022. “Brine management (saline water and wastewater effluents): Sustainable utilization and resource recovery strategy through Minimal and Zero Liquid Discharge (MLD &amp; ZLD) desalination systems.” Chem. Eng. Process. Process Intensif. 176 (Apr): 108944. https://doi.org/10.1016/j.cep.2022.108944.
Panagopoulos, A., and K. J. Haralambous. 2020. “Minimal liquid discharge (MLD) and zero liquid discharge (ZLD) strategies for wastewater management and resource recovery—Analysis, challenges and prospects.” J. Environ. Chem. Eng. 8 (5): 104418. https://doi.org/10.1016/j.jece.2020.104418.
Patel, P., S. Gupta, and P. Mondal. 2022. “Electrocoagulation process for greywater treatment : Statistical modeling, optimization, cost analysis and sludge management.” Sep. Purif. Technol. 296 (Feb): 121327. https://doi.org/10.1016/j.seppur.2022.121327.
Rajala, K., O. Grönfors, M. Hesampour, and A. Mikola. 2020. “Removal of microplastics from secondary wastewater treatment plant effluent by coagulation/flocculation with iron, aluminum and polyamine-based chemicals.” Water Res. 183 (Sep): 116045. https://doi.org/10.1016/j.watres.2020.116045.
Sengar, A., and A. Vijayanandan. 2022. “Human health and ecological risk assessment of 98 pharmaceuticals and personal care products (PPCPs) detected in Indian surface and wastewaters.” Sci. Total Environ. 807 (Feb): 150677. https://doi.org/10.1016/j.scitotenv.2021.150677.
Shamaei, L., B. Khorshidi, B. Perdicakis, and M. Sadrzadeh. 2018. “Treatment of oil sands produced water using combined electrocoagulation and chemical coagulation techniques.” Sci. Total Environ. 645 (Aug): 560–572. https://doi.org/10.1016/j.scitotenv.2018.06.387.
Silva, M., J. Baltrus, C. Williams, A. Knopf, L. Zhang, and J. Baltrusaitis. 2021. “Mesoporous Fe-doped MgO nanoparticles as a heterogeneous photo-Fenton-like catalyst for degradation of salicylic acid in wastewater.” J. Environ. Chem. Eng. 9 (4): 105589. https://doi.org/10.1016/j.jece.2021.105589.
Szabelak, A., and A. Bownik. 2021. “Behavioral and physiological responses of Daphnia magna to salicylic acid.” Chemosphere 270 (Oct): 128660. https://doi.org/10.1016/j.chemosphere.2020.128660.
Tang, X., H. Zheng, H. Teng, Y. Sun, J. Guo, W. Xie, Q. Yang, and W. Chen. 2016. “Chemical coagulation process for the removal of heavy metals from water: A review.” Desalin. Water Treat. 57 (4): 1733–1748. https://doi.org/10.1080/19443994.2014.977959.
Valentín-Reyes, J., O. Coreño, and J. L. Nava. 2022. “Concurrent elimination of arsenic and hydrated silica from natural groundwater by electrocoagulation using iron electrodes.” Chem. Eng. Res. Des. 184 (Aug): 103–112. https://doi.org/10.1016/j.cherd.2022.05.025.
Villalobos-Lara, A. D., F. Álvarez, Z. Gamiño-Arroyo, R. Navarro, J. M. Peralta-Hernández, R. Fuentes, and T. Pérez. 2021. “Electrocoagulation treatment of industrial tannery wastewater employing a modified rotating cylinder electrode reactor.” Chemosphere 264 (Feb): 128491. https://doi.org/10.1016/j.chemosphere.2020.128491.
Zhang, Y., and J. Chang. 2018. “Nanostructural characterization of Al (OH) 3 formed during the hydration of calcium sulfoaluminate cement.” Am. Ceram. Soc. 101 (9): 4262–4274. https://doi.org/10.1111/jace.15536.
Züleyha, B., I. Şahset, and D. Nuhi. 2021. “Effect of controlled and uncontrolled pH on tannery wastewater treatment by the electrocoagulation process.” Int. J. Environ. Anal. Chem. (May): 1–16. https://doi.org/10.1080/03067319.2021.1925261.

Information & Authors

Information

Published In

Go to Journal of Environmental Engineering
Journal of Environmental Engineering
Volume 149Issue 9September 2023

History

Received: Jan 12, 2023
Accepted: May 3, 2023
Published online: Jun 26, 2023
Published in print: Sep 1, 2023
Discussion open until: Nov 26, 2023

Permissions

Request permissions for this article.

ASCE Technical Topics:

Authors

Affiliations

Azhan Ahmad, Aff.M.ASCE [email protected]
Research Scholar, Dept. of Civil Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal 721302, India. Email: [email protected]
Monali Priyadarshini, S.M.ASCE [email protected]
Research Scholar, School of Environmental Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal 721302, India. Email: [email protected]
Professor, Dept. of Civil Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal 721302, India (corresponding author). ORCID: https://orcid.org/0000-0002-0691-9873. Email: [email protected]
Rao Y. Surampalli, Aff.M.ASCE [email protected]
President and CEO, Global Institute for Energy, Environment and Sustainability, P.O. Box 14354, Lenexa, KS 66285. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share