Optimization of the O3/H2O2 process with response surface methodology for pretreatment of mother liquor of gas field wastewater
Haoran Feng, Min Liu, Wei Zeng, Ying Chen
Optimization of the O3/H2O2 process with response surface methodology for pretreatment of mother liquor of gas field wastewater
• Real ML-GFW with high salinity and high organics was degraded by O3/H2O2 process.
• Successful optimization of operation conditions was attained using RSM based on CCD.
• Single-factor experiments in advance ensured optimal experimental conditions.
• The satisfactory removal efficiency of TOC was achieved in spite of high salinity.
• The initial pH plays the most significant role in the degradation of ML-GFW.
The present study reports the use of the O3/H2O2 process in the pretreatment of the mother liquor of gas field wastewater (ML-GFW), obtained from the multi-effect distillation treatment of the gas field wastewater. The range of optimal operation conditions was obtained by single-factor experiments. Response surface methodology (RSM) based on the central composite design (CCD) was used for the optimization procedure. A regression model with Total organic carbon (TOC) removal efficiency as the response value was established (R2 = 0.9865). The three key factors were arranged according to their significance as: pH>H2O2 dosage>ozone flow rate. The model predicted that the best operation conditions could be obtained at a pH of 10.9, an ozone flow rate of 0.8 L/min, and H2O2 dosage of 6.2 mL. The dosing ratio of ozone was calculated to be 9.84 mg O3/mg TOC. The maximum removal efficiency predicted was 75.9%, while the measured value was 72.3%. The relative deviation was found to be in an acceptable range. The ozone utilization and free radical quenching experiments showed that the addition of H2O2 promoted the decomposition of ozone to produce hydroxyl radicals (·OH). This also improved the ozone utilization efficiency. Gas chromatography-mass spectrometry (GC-MS) analysis showed that most of the organic matters in ML-GFW were degraded, while some residuals needed further treatment. This study provided the data and the necessary technical supports for further research on the treatment of ML-GFW.
High salinity / High organic matters / Gas field wastewater / O3/H2O2 / Response surface methodology
[1] |
Arslan I, Balcioglu I A, Tuhkanen T (1999). Advanced oxidation of synthetic dyehouse effluent by O3, H2O2/O3 and H2O2/UV processes. Environmental Technology, 20(9): 921–931
CrossRef
Google scholar
|
[2] |
Barndõk H, Hermosilla D, Cortijo L, Negro C, Blanco Á (2012). Assessing the effect of inorganic anions on TiO2-photocatalysis and ozone oxidation treatment efficiencies. Journal of Advanced Oxidation Technologies, 15(1): 125–132
CrossRef
Google scholar
|
[3] |
Cristóvão R O, Gonçalves C, Botelho C M, Martins R J E, Loureiro J M, Boaventura R A R (2015). Fish canning wastewater treatment by activated sludge: Application of factorial design optimization. Water Resources and Industry, 10: 29–38
CrossRef
Google scholar
|
[4] |
Dai J X, Ni Y Y, Qin S F, Huang S P, Peng W L, Han W X (2018). Geochemical characteristics of ultra-deep natural gas in the Sichuan Basin, SW China. Petroleum Exploration and Development, 45(4): 619–628
CrossRef
Google scholar
|
[5] |
Flyunt R, Leitzke A, Mark G, Mvula E, Reisz E, Schick R, von Sonntag C (2003). Determination of •OH, O2•–, and hydroperoxide yields in ozone reactions in aqueous solution. Journal of Physical Chemistry B, 107(30): 7242–7253
CrossRef
Google scholar
|
[6] |
Fu P F, Lin X F, Li G, Chen Z H, Peng H (2018). Degradation of thiol collectors using ozone at a low dosage: Kinetics, mineralization, ozone utilization, and changes of biodegradability and water quality Parameters. Minerals (Basel), 8(11): 477
CrossRef
Google scholar
|
[7] |
Ghevariya C M, Bhatt J K, Dave B P (2011). Enhanced chrysene degradation by halotolerant Achromobacter xylosoxidans using Response Surface Methodology. Bioresource Technology, 102(20): 9668–9674
CrossRef
Google scholar
|
[8] |
Hwang S, Huling S G, Ko S (2010). Fenton-like degradation of MTBE: Effects of iron counter anion and radical scavengers. Chemosphere, 78(5): 563–568
CrossRef
Google scholar
|
[9] |
Jayson G G, Parsons B J, Swallow A J (1973). Some simple, highly reactive, inorganic chlorine derivatives in aqueous solution. Their formation using pulses of radiation and their role in the mechanism of the Fricke dosimeter. Journal of the Chemical Society-Faraday Transactions 1, 69: 1597–1607
CrossRef
Google scholar
|
[10] |
Jiao W Z, Yu L S, Feng Z R, Guo L, Wang Y H, Liu Y Z (2016). Optimization of nitrobenzene wastewater treatment with O3/H2O2 in a rotating packed bed using response surface methodology. Desalination and Water Treatment, 57(42): 19996–20004
CrossRef
Google scholar
|
[11] |
Jing L, Chen B, Wen D Y, Zheng J S, Zhang B Y (2017). Pilot-scale treatment of atrazine production wastewater by UV/O3/ultrasound: Factor effects and system optimization. Journal of Environmental Management, 203: 182–190
CrossRef
Google scholar
|
[12] |
Karimifard S, Moghaddam M R A (2018). Application of response surface methodology in physicochemical removal of dyes from wastewater: A critical review. Science of the Total Environment, 640: 772–797
CrossRef
Google scholar
|
[13] |
Ku Y, Su W J, Shen Y S (1996). Decomposition kinetics of ozone in aqueous solution. Industrial & Engineering Chemistry Research, 35(10): 3369–3374
CrossRef
Google scholar
|
[14] |
Kusic H, Koprivanac N, Bozic A L (2006). Minimization of organic pollutant content in aqueous solution by means of AOPs: UV- and ozone-based technologies. Chemical Engineering Journal, 123(3): 127–137
CrossRef
Google scholar
|
[15] |
Levanov A V, Isaikina O Y, Gasanova R B, Uzhel A S, Lunin V V (2019a). Kinetics of chlorate formation during ozonation of aqueous chloride solutions. Chemosphere, 229: 68–76
CrossRef
Google scholar
|
[16] |
Levanov A V, Isaikina O Y, Lunin V V (2019b). Kinetics and mechanism of ozone interaction with chloride ions. Russian Journal of Physical Chemistry A, 93(9): 1677–1685
CrossRef
Google scholar
|
[17] |
Li G J, He J J, Wang D D, Meng P P, Zeng M (2015). Optimization and interpretation of O3 and O3/H2O2 oxidation processes to pretreat hydrocortisone pharmaceutical wastewater. Environmental Technology, 36(8): 1026–1034
CrossRef
Google scholar
|
[18] |
Liao C H, Kang S F, Wu F A (2001). Hydroxyl radical scavenging role of chloride and bicarbonate ions in the H2O2-UV process. Chemosphere, 44(5): 1193–1200
CrossRef
Google scholar
|
[19] |
Lin C C, Chao C Y, Liu M Y, Lee Y L (2009). Feasibility of ozone absorption by H2O2 solution in rotating packed beds. Journal of Hazardous Materials, 167(1–3): 1014–1020
CrossRef
Google scholar
|
[20] |
Lu T, Chen Y, Liu M, Jiang W J (2019). Efficient degradation of evaporative condensing liquid of shale gas wastewater using O3/UV process. Process Safety and Environmental Protection, 121: 175–183
CrossRef
Google scholar
|
[21] |
Malik S N, Ghosh P C, Vaidya A N, Mudliar S N (2020). Hybrid ozonation process for industrial wastewater treatment: Principles and applications: A review. Journal of Water Process Engineering, 35: 101193
CrossRef
Google scholar
|
[22] |
Monteagudo J M, Durán A, San Martin I, Carnicer A (2011). Roles of different intermediate active species in the mineralization reactions of phenolic pollutants under a UV-A/C photo-Fenton process. Applied Catalysis B: Environmental, 106: 242–249
CrossRef
Google scholar
|
[23] |
Moradi M, Vasseghian Y, Khataee A, Kobya M, Arabzade H, Dragoi E-N (2020). Service life and stability of electrodes applied in electrochemical advanced oxidation processes: A comprehensive review. Journal of Industrial and Engineering Chemistry, 87: 18–39
CrossRef
Google scholar
|
[24] |
Oh B T, Seo Y S, Sudhakar D, Choe J H, Lee S M, Park Y J, Cho M (2014). Oxidative degradation of endotoxin by advanced oxidation process (O3/H2O2 & UV/H2O2). Journal of Hazardous Materials, 279: 105–110
CrossRef
Google scholar
|
[25] |
Ozgun H, Ersahin M E, Erdem S, Atay B, Sayili S, Eren E, Hoshan P, Atay D, Altinbas M, Kinaci C, Koyuncu I (2013). Comparative evaluation for characterization of produced water generated from oil, gas, and oil-gas production fields. CLEAN- Soil Air Water, 41(12): 1175–1182
CrossRef
Google scholar
|
[26] |
Schulte P, Bayer A, Kuhn F, Luy T, Volkmer M (1995). H2O2/ O3, H2O2/ UV and H2O2/ Fe2+ processes for the oxidation of hazardous wastes. Ozone: Science & Engineering, 17(2): 119–134
CrossRef
Google scholar
|
[27] |
Sharma S, Simsek H (2020). Sugar beet industry process wastewater treatment using electrochemical methods and optimization of parameters using response surface methodology. Chemosphere, 238: 124669
CrossRef
Google scholar
|
[28] |
Solmaz S K, Azak H, Morsunbul T (2012). A comparative study of the removal of 3-indolebutyric acid using advanced oxidation processes. Water Environment Research, 84(2): 100–107
CrossRef
Google scholar
|
[29] |
Sonwani R K, Swain G, Giri B S, Singh R S, Rai B N (2019). A novel comparative study of modified carriers in moving bed biofilm reactor for the treatment of wastewater: Process optimization and kinetic study. Bioresource Technology, 281: 335–342
CrossRef
Google scholar
|
[30] |
Staehelin J, Hoigne J (1982). Decomposition of ozone in water-rate of initiation by hydroxide ions and hydrogen peroxide. Environmental Science & Technology, 16(10): 676–681
CrossRef
Google scholar
|
[31] |
Wang X M, Li N, Li J Y, Feng J J, Ma Z, Xu Y T, Sun Y C, Xu D M, Wang J, Gao X L, Gao J (2019a). Fluoride removal from secondary effluent of the graphite industry using electrodialysis: Optimization with response surface methodology. Frontiers of Environmental Science & Engineering, 13(4): 51
CrossRef
Google scholar
|
[32] |
Wang Y, Li H Q, Ren L M (2019b). Organic matter removal from mother liquor of gas field wastewater by electro-Fenton process with the addition of H2O2: effect of initial pH. Royal Society Open Science, 6(12): 191304
CrossRef
Google scholar
|
[33] |
Wang Y, Lin X H, Shao Z Z, Shan D P, Li G Z, Irini A (2017). Comparison of Fenton, UV-Fenton and nano-Fe3O4 catalyzed UV-Fenton in degradation of phloroglucinol under neutral and alkaline conditions: Role of complexation of Fe3+ with hydroxyl group in phloroglucinol. Chemical Engineering Journal, 313: 938–945
CrossRef
Google scholar
|
[34] |
Wen G, Ma J, Liu Z Q, Zhao L (2011). Ozonation kinetics for the degradation of phthalate esters in water and the reduction of toxicity in the process of O3/H2O2. Journal of Hazardous Materials, 195: 371–377
CrossRef
Google scholar
|
[35] |
Wu X Q, Liu G X, Liu Q Y, Liu J D, Yuan X Y (2016). Geochemical characteristics and genetic types of natural gas in the Changxing-Feixianguan Formations from the Yuanba Gas Field in the Sichuan Basin, China. Journal of Natural Gas Geoscience, 1(4): 267–275
CrossRef
Google scholar
|
[36] |
Yang J, Xiang Q G (2018). New progress in wastewater treatment technology for standard-reaching discharge in sour gas fields. Natural Gas Industry B, 5(1): 75–79
CrossRef
Google scholar
|
[37] |
Yazici Guvenc S, Varank G (2021). Degradation of refractory organics in concentrated leachate by the Fenton process: Central composite design for process optimization. Frontiers of Environmental Science & Engineering, 15(1): 2
CrossRef
Google scholar
|
[38] |
Zhang J, Shao X T, Shi C, Yang S Y (2013). Decolorization of Acid Orange 7 with peroxymonosulfate oxidation catalyzed by granular activated carbon. Chemical Engineering Journal, 232: 259–265
CrossRef
Google scholar
|
/
〈 | 〉 |