Research Article
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Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology

Year 2025, Volume: 8 Issue: 5, 1595 - 1604, 15.09.2025
https://doi.org/10.34248/bsengineering.1766799

Abstract

In this study, the removal of Reactive Red 120, a dye commonly present in textile wastewater, was investigated using Ferric Chloride (FeCl₃) as a coagulant. Process optimization was carried out through Response Surface Methodology based on a four-factor experimental design, considering initial pH (2–12), coagulant dose (100–500 mg/L), mixing speed (50–250 rpm), and initial dye concentration (25–250 mg/L). A second-order polynomial model was developed and evaluated by ANOVA to assess the individual and interactive effects of these parameters on color removal efficiency. The maximum removal efficiency of 96.28% was obtained at pH 3, coagulant dose 400 mg/L, mixing speed 100 rpm, and dye concentration 200 mg/L. The Response Surface Methodology model showed good agreement with the experimental data and predicted a theoretical maximum efficiency of 98.33% under optimized conditions. Overall, the results confirm that FeCl₃-based coagulation, when optimized by Response Surface Methodology, is a robust and scalable pretreatment option for textile wastewater, capable of achieving near-complete decolorization and providing practical operating ranges for implementation.

Ethical Statement

Ethics committee approval was not required for this study because of there was no study on animals or humans.

References

  • Al-Sameraiy M. 2015. A new approach using coagulation rate constant for evaluation of turbidity removal. Appl Water Sci, 7: 1439–1448. https://doi.org/10.1007/s13201-015-0341-8
  • Argun YA, Tırınk S, Çakmakcı Ö. 2023. Treatment of wastewater containing azo dyes by combined processes. Eng Sci Issues Oppor Res, 2023: 65.
  • Argun YA. 2025. Investigation of the adsorption of anionic and cationic dyes in the textile industry using tinder fungus (Fomes fomentarius) as a natural adsorbent. Int J Environ Res, 19(5): 1-6. https://doi.org/10.1007/s41742-025-00856-x
  • Bratby J. 2016. Coagulation and flocculation in water and wastewater treatment. 3rd ed. IWA Publishing, London, UK, pp: 54. https://doi.org/10.2166/9781780407500
  • Çakmakcı Ö. 2025. Removal kinetics, thermodynamics and adsorption mechanism of anionic and cationic textile dyes using Suillus collinitus mushroom. Chem Pap, 2025: 2-18. https://doi.org/10.1007/s11696-025-04272-5
  • Dhruv B, Abhipsa M. 2020. UV/Fe³⁺ photolysis process optimization using response surface methodology for decolorization of Reactive Red 120 dye simulated wastewater. In: Recent Trends in Civil Engineering: Select Proceedings of ICRTICE 2019. Singapore: Springer, Singapore, Singapore, pp: 847–865.
  • Gautam K, Kamsonlian S, Kumar S. 2020. Removal of Reactive Red 120 dye from wastewater using electrocoagulation: Optimization using multivariate approach, economic analysis, and sludge characterization. Sep Sci Technol, 55(18): 3412–3426. https://doi.org/10.1080/01496395.2019.1695744
  • Holkar CR, Jadhav AJ, Pinjari DV, Mahamuni NM, Pandit AB. 2016. A critical review on textile wastewater treatments: Possible approaches. J Environ Manage, 182: 351–366. https://doi.org/10.1016/j.jenvman.2016.07.090
  • İrdemez Ş, Özyay G, Ekmekyapar Torun F, Kul S, Bingül Z. 2022. Comparison of Bomaplex Blue CR-L removal by adsorption using raw and activated pumpkin seed shells. Ecol Chem Eng S, 29(2): 199–216. https://doi.org/10.2478/eces-2022-0015
  • Islam MR, Mostafa MG. 2018. Removal of a Reactive Dye from Synthetic Wastewater Using PAC and FeCl₃ Coagulants. Life Earth Sci, 13: 39–44.
  • Karimifard S, Moghaddam MRA. 2018. Application of response surface methodology in physicochemical removal of dyes from wastewater: A critical review. Sci Total Environ, 640–641: 772–797. https://doi.org/10.1016/j.scitotenv.2018.05.355
  • Koç B, Kaymak-Ertekin F. 2009. Yanıt yüzey yöntemi ve gıda işleme uygulamaları. Gida, 34(3): 185–192.
  • Kopan M. 2023. Endüstriyel atıksu arıtımında zeytin çekirdeği tozunun doğal pıhtılaştırıcı olarak kullanılabilirliğinin belirlenmesi. Yüksek Lisans Tezi. Karabük Üniversitesi, Lisansüstü Eğitim Enstitüsü, Karabük, Türkiye, ss: 63.
  • Kumar A, Bishnoi NR. 2017. Coagulation of landfill leachate by FeCl₃: Process optimization using Box–Behnken design (RSM). Appl Water Sci, 7(4): 1943–1953. https://doi.org/10.1007/s13201-015-0372-1
  • Kusumlata ., Gautam S, Kumar A, & Ambade B. 2024. Sustainable Solutions: Reviewing the Future of Textile Dye Contaminant Removal with Emerging Biological Treatments. Limnol. Rev, 24(2), 126–149. https://doi.org/10.3390/limnolrev24020007
  • Li JZ, Xuyin Y, Ming T, Hao J, Jiang W. 2013. Decolorization of reactive brilliant red x-3b simulated dye water by novel coagulants. Mater Sci Forum, 743–744: 665–668. https://doi.org/10.4028/www.scientific.net/MSF.743-744.665
  • Myers RH, Montgomery DC, Anderson-Cook CM. 2016. Response surface methodology: Process and product optimization using designed experiments. 4th ed. Wiley, London, UK, pp: 63.
  • Papić S, Koprivanac N, Božić AL, Meteš A. 2000. Removal of reactive dyes from wastewater using Fe(III) coagulant. Color Technol, 116(11): 352–358. https://doi.org/10.1111/j.1478-4408.2000.tb00013.x
  • Ramadan HAA. 2023. Çam kozalığından elde edilen doğal koagülant kullanılarak endüstriyel atıksuların arıtılması. Yüksek Lisans Tezi, Karabük Üniversitesi, Lisansüstü Eğitim Enstitüsü, Karabük, Türkiye, ss: 63.
  • Rauf MA, Ashraf SS. 2009. Fundamental principles and application of heterogeneous photocatalytic degradation of dyes in solution. Chem Eng J, 151(1–3): 10–18. https://doi.org/10.1016/j.cej.2009.02.026
  • Robinson T, McMullan G, Marchant R, Nigam P. 2001. Remediation of dyes in textile effluent: A critical review on current treatment technologies with a proposed alternative. Bioresour Technol, 77(3): 247–255. https://doi.org/10.1016/S0960-8524(00)00080-8
  • Sadri Moghaddam M, Moghaddam MRA, Arami M. 2010. Coagulation/flocculation process for dye removal using sludge from water treatment plant: Optimization through response surface methodology. J Hazard Mater, 175(1–3): 651–657. https://doi.org/10.1016/j.jhazmat.2009.10.058
  • Sözüdoğru O, Fil BA, Boncukcuoğlu R, Aladağ E, Kul S. 2015. Adsorptive removal of cationic (BY2) dye from aqueous solutions onto Turkish clay: Isotherm, kinetic, and thermodynamic analysis. Part Sci Technol, 34(1): 103–111. https://doi.org/10.1080/02726351.2015.1052121
  • Tırınk S, Kulakcı A S. 2025. Natural and biosorbent adsorbents for decolorization of azo dyes: a bibliometric analysis of global research trends. Mühendislik Alanında Multidisipliner Araştırma ve Değerlendirmeler, Özgür Yayınları, Harran, Türkiye, pp: 87-112. https://doi.org/10.58830/ozgur.pub776.c3232
  • Tırınk S, Nuhoğlu A, Kul S. 2020. Characterization of pistachio processing industry wastewater and investigation of chemical pretreatment. Environ Res Technol, 3(4): 209–216. https://doi.org/10.35208/ert.800721
  • Verma AK, Dash RR, Bhunia P. 2012. A review on chemical coagulation/flocculation technologies for removal of colour from textile wastewaters. J Environ Manage, 93(1): 154–168. https://doi.org/10.1016/j.jenvman.2011.09.012
  • Yılmaz K, Yılmaz T. 2019. Tekstil atıksuyu ve sentetik boyarmadde çözeltilerinden renk ve KOİ gideriminde alüm ve magnezyum klorürün karşılaştırılması. KSÜ J Eng Sci, 22(4): 270–280.

Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology

Year 2025, Volume: 8 Issue: 5, 1595 - 1604, 15.09.2025
https://doi.org/10.34248/bsengineering.1766799

Abstract

In this study, the removal of Reactive Red 120, a dye commonly present in textile wastewater, was investigated using Ferric Chloride (FeCl₃) as a coagulant. Process optimization was carried out through Response Surface Methodology based on a four-factor experimental design, considering initial pH (2–12), coagulant dose (100–500 mg/L), mixing speed (50–250 rpm), and initial dye concentration (25–250 mg/L). A second-order polynomial model was developed and evaluated by ANOVA to assess the individual and interactive effects of these parameters on color removal efficiency. The maximum removal efficiency of 96.28% was obtained at pH 3, coagulant dose 400 mg/L, mixing speed 100 rpm, and dye concentration 200 mg/L. The Response Surface Methodology model showed good agreement with the experimental data and predicted a theoretical maximum efficiency of 98.33% under optimized conditions. Overall, the results confirm that FeCl₃-based coagulation, when optimized by Response Surface Methodology, is a robust and scalable pretreatment option for textile wastewater, capable of achieving near-complete decolorization and providing practical operating ranges for implementation.

Ethical Statement

Ethics committee approval was not required for this study because of there was no study on animals or humans.

References

  • Al-Sameraiy M. 2015. A new approach using coagulation rate constant for evaluation of turbidity removal. Appl Water Sci, 7: 1439–1448. https://doi.org/10.1007/s13201-015-0341-8
  • Argun YA, Tırınk S, Çakmakcı Ö. 2023. Treatment of wastewater containing azo dyes by combined processes. Eng Sci Issues Oppor Res, 2023: 65.
  • Argun YA. 2025. Investigation of the adsorption of anionic and cationic dyes in the textile industry using tinder fungus (Fomes fomentarius) as a natural adsorbent. Int J Environ Res, 19(5): 1-6. https://doi.org/10.1007/s41742-025-00856-x
  • Bratby J. 2016. Coagulation and flocculation in water and wastewater treatment. 3rd ed. IWA Publishing, London, UK, pp: 54. https://doi.org/10.2166/9781780407500
  • Çakmakcı Ö. 2025. Removal kinetics, thermodynamics and adsorption mechanism of anionic and cationic textile dyes using Suillus collinitus mushroom. Chem Pap, 2025: 2-18. https://doi.org/10.1007/s11696-025-04272-5
  • Dhruv B, Abhipsa M. 2020. UV/Fe³⁺ photolysis process optimization using response surface methodology for decolorization of Reactive Red 120 dye simulated wastewater. In: Recent Trends in Civil Engineering: Select Proceedings of ICRTICE 2019. Singapore: Springer, Singapore, Singapore, pp: 847–865.
  • Gautam K, Kamsonlian S, Kumar S. 2020. Removal of Reactive Red 120 dye from wastewater using electrocoagulation: Optimization using multivariate approach, economic analysis, and sludge characterization. Sep Sci Technol, 55(18): 3412–3426. https://doi.org/10.1080/01496395.2019.1695744
  • Holkar CR, Jadhav AJ, Pinjari DV, Mahamuni NM, Pandit AB. 2016. A critical review on textile wastewater treatments: Possible approaches. J Environ Manage, 182: 351–366. https://doi.org/10.1016/j.jenvman.2016.07.090
  • İrdemez Ş, Özyay G, Ekmekyapar Torun F, Kul S, Bingül Z. 2022. Comparison of Bomaplex Blue CR-L removal by adsorption using raw and activated pumpkin seed shells. Ecol Chem Eng S, 29(2): 199–216. https://doi.org/10.2478/eces-2022-0015
  • Islam MR, Mostafa MG. 2018. Removal of a Reactive Dye from Synthetic Wastewater Using PAC and FeCl₃ Coagulants. Life Earth Sci, 13: 39–44.
  • Karimifard S, Moghaddam MRA. 2018. Application of response surface methodology in physicochemical removal of dyes from wastewater: A critical review. Sci Total Environ, 640–641: 772–797. https://doi.org/10.1016/j.scitotenv.2018.05.355
  • Koç B, Kaymak-Ertekin F. 2009. Yanıt yüzey yöntemi ve gıda işleme uygulamaları. Gida, 34(3): 185–192.
  • Kopan M. 2023. Endüstriyel atıksu arıtımında zeytin çekirdeği tozunun doğal pıhtılaştırıcı olarak kullanılabilirliğinin belirlenmesi. Yüksek Lisans Tezi. Karabük Üniversitesi, Lisansüstü Eğitim Enstitüsü, Karabük, Türkiye, ss: 63.
  • Kumar A, Bishnoi NR. 2017. Coagulation of landfill leachate by FeCl₃: Process optimization using Box–Behnken design (RSM). Appl Water Sci, 7(4): 1943–1953. https://doi.org/10.1007/s13201-015-0372-1
  • Kusumlata ., Gautam S, Kumar A, & Ambade B. 2024. Sustainable Solutions: Reviewing the Future of Textile Dye Contaminant Removal with Emerging Biological Treatments. Limnol. Rev, 24(2), 126–149. https://doi.org/10.3390/limnolrev24020007
  • Li JZ, Xuyin Y, Ming T, Hao J, Jiang W. 2013. Decolorization of reactive brilliant red x-3b simulated dye water by novel coagulants. Mater Sci Forum, 743–744: 665–668. https://doi.org/10.4028/www.scientific.net/MSF.743-744.665
  • Myers RH, Montgomery DC, Anderson-Cook CM. 2016. Response surface methodology: Process and product optimization using designed experiments. 4th ed. Wiley, London, UK, pp: 63.
  • Papić S, Koprivanac N, Božić AL, Meteš A. 2000. Removal of reactive dyes from wastewater using Fe(III) coagulant. Color Technol, 116(11): 352–358. https://doi.org/10.1111/j.1478-4408.2000.tb00013.x
  • Ramadan HAA. 2023. Çam kozalığından elde edilen doğal koagülant kullanılarak endüstriyel atıksuların arıtılması. Yüksek Lisans Tezi, Karabük Üniversitesi, Lisansüstü Eğitim Enstitüsü, Karabük, Türkiye, ss: 63.
  • Rauf MA, Ashraf SS. 2009. Fundamental principles and application of heterogeneous photocatalytic degradation of dyes in solution. Chem Eng J, 151(1–3): 10–18. https://doi.org/10.1016/j.cej.2009.02.026
  • Robinson T, McMullan G, Marchant R, Nigam P. 2001. Remediation of dyes in textile effluent: A critical review on current treatment technologies with a proposed alternative. Bioresour Technol, 77(3): 247–255. https://doi.org/10.1016/S0960-8524(00)00080-8
  • Sadri Moghaddam M, Moghaddam MRA, Arami M. 2010. Coagulation/flocculation process for dye removal using sludge from water treatment plant: Optimization through response surface methodology. J Hazard Mater, 175(1–3): 651–657. https://doi.org/10.1016/j.jhazmat.2009.10.058
  • Sözüdoğru O, Fil BA, Boncukcuoğlu R, Aladağ E, Kul S. 2015. Adsorptive removal of cationic (BY2) dye from aqueous solutions onto Turkish clay: Isotherm, kinetic, and thermodynamic analysis. Part Sci Technol, 34(1): 103–111. https://doi.org/10.1080/02726351.2015.1052121
  • Tırınk S, Kulakcı A S. 2025. Natural and biosorbent adsorbents for decolorization of azo dyes: a bibliometric analysis of global research trends. Mühendislik Alanında Multidisipliner Araştırma ve Değerlendirmeler, Özgür Yayınları, Harran, Türkiye, pp: 87-112. https://doi.org/10.58830/ozgur.pub776.c3232
  • Tırınk S, Nuhoğlu A, Kul S. 2020. Characterization of pistachio processing industry wastewater and investigation of chemical pretreatment. Environ Res Technol, 3(4): 209–216. https://doi.org/10.35208/ert.800721
  • Verma AK, Dash RR, Bhunia P. 2012. A review on chemical coagulation/flocculation technologies for removal of colour from textile wastewaters. J Environ Manage, 93(1): 154–168. https://doi.org/10.1016/j.jenvman.2011.09.012
  • Yılmaz K, Yılmaz T. 2019. Tekstil atıksuyu ve sentetik boyarmadde çözeltilerinden renk ve KOİ gideriminde alüm ve magnezyum klorürün karşılaştırılması. KSÜ J Eng Sci, 22(4): 270–280.
There are 27 citations in total.

Details

Primary Language English
Subjects Clean Production Technologies
Journal Section Research Articles
Authors

Sevtap Tırınk 0000-0003-0123-0054

Early Pub Date September 11, 2025
Publication Date September 15, 2025
Submission Date August 16, 2025
Acceptance Date September 9, 2025
Published in Issue Year 2025 Volume: 8 Issue: 5

Cite

APA Tırınk, S. (2025). Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology. Black Sea Journal of Engineering and Science, 8(5), 1595-1604. https://doi.org/10.34248/bsengineering.1766799
AMA Tırınk S. Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology. BSJ Eng. Sci. September 2025;8(5):1595-1604. doi:10.34248/bsengineering.1766799
Chicago Tırınk, Sevtap. “Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology”. Black Sea Journal of Engineering and Science 8, no. 5 (September 2025): 1595-1604. https://doi.org/10.34248/bsengineering.1766799.
EndNote Tırınk S (September 1, 2025) Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology. Black Sea Journal of Engineering and Science 8 5 1595–1604.
IEEE S. Tırınk, “Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology”, BSJ Eng. Sci., vol. 8, no. 5, pp. 1595–1604, 2025, doi: 10.34248/bsengineering.1766799.
ISNAD Tırınk, Sevtap. “Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology”. Black Sea Journal of Engineering and Science 8/5 (September2025), 1595-1604. https://doi.org/10.34248/bsengineering.1766799.
JAMA Tırınk S. Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology. BSJ Eng. Sci. 2025;8:1595–1604.
MLA Tırınk, Sevtap. “Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology”. Black Sea Journal of Engineering and Science, vol. 8, no. 5, 2025, pp. 1595-04, doi:10.34248/bsengineering.1766799.
Vancouver Tırınk S. Optimization of Coagulation Process Parameters for Reactive Red 120 Dye Using Ferric Chloride via Response Surface Methodology. BSJ Eng. Sci. 2025;8(5):1595-604.

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