Discussion
Continuous control and monitoring of the treatment process, especially biological processes, is essential because the change in various parameters such as pH, MLSS, input organic loading input and etc. is very effective on the performance of the treatment system
19, 20. The results of this study showed that the removal efficiency of pollutants during the months March, April and May was higher than the cold season. The main reason for the further removal of pollutants in warm seasons is the higher activity of microorganisms at high temperatures. Therefore, the removal efficiency of biological compounds in the warmer seasons seems to be higher. The study of Pirsaheb et al. showed that the removal efficiency of COD and TSS for the extended aeration system in warm seasons and during the months March to August was higher than in the cold season, which is consistent with the results of the current study
15. In this study, the average removal efficiency of contaminants BOD
5, COD, TSS, TC and FC was 52.7%, 53.3%, 60%, 84.03% and 83.29% respectively. The study of Zazouli et al. on the treatment of industrial wastewater in Agh Ghalla, Golestan, showed that the removal efficiency of BOD
5, COD and TSS was 96.66%, 98.2% and 97.6% respectively
21. Shahmoradi et al. reported the removal efficiency of 41.48% and 83.74% for respectively COD and BOD
5 in the treatment of wastewater in Bojnourd
22. In another study, Mohammadi et al. obtained removal efficiency of 3.90%, 93.9% and 86.4% for COD, BOD
5 and TSS respectively
23. By comparing the removal efficiency of the pollutants studied in this system with other similar studies, it is observed the removal efficiency is relatively lower, which can be due to low concentrations of input pollutants. According to the results of statistical analysis (Pearson correlation test), there was a significant relationship between the concentrations of output BOD
5 and output COD in all months of sampling (
P < 0.05). The pH of the output effluent was higher than that of the input wastewater in all cases. Statistical analysis also showed that the Nowshahr wastewater treatment plant could remove BOD
5, COD, TSS, TC and FC in accordance with the standards of the Iranian Environmental Protection Agency and the concentrations of the above pollutants were lower than the standard levels and all the parameters were compatible with the standards of discharge to surface water and agricultural consumption, except for the TSS, which was higher than the respective standard for discharge to surface water. The results of this study showed that the amount of BOD
5 and COD in the wastewater of Nowshahr is categorized as a weak wastewater with respect to the severity of contamination.
One of the reasons for this problem is that during the construction and design of the wastewater collection network, the amount of water (groundwater and surface water) leakage is high in the collection network due to the high level of groundwater and the flow of surface water to the network due to inappropriate design, which dilutes the wastewater
24. In addition, due to low population density around the network and because most buildings of the city are villas, few subscribers are connected to the network throughout the collection network. The average MLSS of the aeration basin was obtained 180 mg/L. In the activated aeration system, the MLSS varies from 1,500 to 5,000 mg/L, which is significantly different from the current standards. The F/M ratio is one of the important indicators for operation of wastewater treatment plants. The mean F/M ratio in this study was obtained 0.28 day
-1. It was expected that, given that the wastewater treatment system studied is an extended aeration activated sludge system, the result for the F/M ratio be 0.15-0.05 day
-1 25, but the obtained result is higher than this amount and within the range of conventional activated sludge system (0.2-0.4 day
-1)
17. The F/M ratio is controlled by the amount of sludge. The high amount of sludge contributes to an increase in the F/M ratio, and therefore, the MLVSS concentration in the output effluent is increased and the sludge will become turbid. On the other hand, the low levels of fungal sludge reduce the F/M ratio, thus causing organisms to survive hunger
26. Therefore, considering these results, it can be concluded that the amount of sludge in the system should be reduced to adjust this index. SVI is one of the parameters used to investigate the sedimentation properties of wastewater treatment sludge. The mean SVI value in the wastewater treatment plant of Nowshahr during six months in our study was determined 48.83 ml/g. This figure is not in the range 50-150 that represents the range of this operation parameter for activated sludge system, indicating an undesirable condition of sludge for sedimentation. The pinpoint floc results from the conversion of sludge flocs into small components that can pass through the active sludge unit along the wastewater. It is argued that the filamentous bacteria are the main reason for the activated sludge flocs formation, and therefore the presence of a low number of filamentous decreases the strength of the flocs and, as a result, leads to weak sedimentation and release of turbid wastewater
21.
In this study, the output effluent formed bubbles, and The HRT was obtained 25 h that is within the usual range of activated aeration systems (18-36 h) design. Sludge age or cell retention time (θ) is another design parameter and an operational index related to the F/M ratio. The amount of this index for the activated aeration system is between 20-30 days. During the six months in our study, the average value of this index was 5.64 days, which is much lower than the standard and within the usual range of conventional activated sludge system design and complete mix (4-15 days). This index shows that the duration of sludge presence in the aeration tank is very short; in other words, it can be concluded that because the MLSS in the aeration tank is very low, this index is low.
In this study, the average BOD
5/COD ratio was 0.5. The amount of this ratio in municipal raw wastewater is 0.4 - 0.8 and in municipal output effluent is 0.3-0.1. This ratio is higher than the standard ratio obtained for the output effluent of the wastewater treatment plant of Nowshahr. This result reflects that some amounts of non-biodegradable materials, growth-inhibiting materials, and organic matter that are resistant to degradation exist in the wastewater of Nowshahr that can be due to the entry of wastewater into the collection system.
Conclusion
This study showed that the produced effluent was compatible with the Iranian Environmental Protection Agency standards for physico-chemical (COD, TSS and BOD
5) and microbial (TC and FC) parameters and therefore can be used for agricultural purposes or discharge into surface water. The results of this study also showed that the three important parameters in design and operation, i.e., F/M, HRT, and θ
C, exhibited the behavior of the conventional activated sludge, extended aeration system, and conventional aeration system, respectively. As a result, due to inappropriate operation, all design parameters, except for HRT, did not match the design criterion for an extended aeration activated sludge system.
Acknowledgements
This study was derived from master's thesis on environmental engineering at Islamic Azad University, Tonekabon Branch. We also gratefully thank all of the people who contributed to this study.
Funding
Islamic Azad University, Tonekabon Branch, Iran.
Conflict of interest
The authors declare that they have no conflicts of interests.
This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work for commercial use.
References
1. Eslami H, Sedighi Khavidak S, Salehi F, et al. Biodegradation of methylene blue from aqueous solution by bacteria isolated from contaminated soil. J Adv Environ Health Res. 2017; 5(1): 4-6.
2.Khosravi R, Eslami H, Almodaresi SA, et al. Use of geographic information system and water quality index to assess groundwater quality
for drinking purpose in Birjand City, Iran. Desalin Water Treat. 2017; 67(1):
74-83.
3.Eslami H, Ghelmani SV, Salehi Vaziri A, et al. Comparing the efficiency of stabilization ponds and subsurface constructed wetland in domestic sewage treatment in city of yazd. J Water and Wastewater. 2015; 26(6): 100-6.
4.Shahi D, Ebrahimi A, Esalmi H, et al. Efficiency of straw plants in removal of indicator pathogens from sub surface flow constructed wetlands of municipal wastewater in Yazd, Iran. J Health Dev. 2012; 2(1): 147-55.
5.Shahi DH, Eslami H, Ehrampoosh MH, et al. Comparing the efficiency of cyperus alternifolius and phragmites australis in municipal wastewater treatment by subsurface constructed wetland. Pak J Biol Sci, 2013; 16(8): 379-84.
6. Dehghani R, Shayeghi M, Esalmi H, et al. Detrmination of organophosphorus pesticides (diazinon and chlorpyrifos) in water resources in Barzok, Kashan. Zahedan Journal of Research in Medical Sciences. 2012; 14(10):66-72.
7. Eslami H, Ehrampoush MH, Ghaneian MT, et al. Effect of organic loading rates on biodegradation of linear alkyl benzene sulfonate, oil and grease in greywater by Integrated Fixed-film Activated Sludge (IFAS). J Environ Manage. 2017; 193: 312-7.
8. Eslami H, Hematabadi PT, Ghelmani SV, et al. The performance of advanced sequencing batch reactor in wastewater treatment plant to remove organic materials and linear alkyl benzene sulfonates. Jundishapur Journal of Health Sciences. 2015; 7(3): 33-9.
9. Mohammadi H, Sabzali A, Gholami M, et al. Comparative study of SMBR and extended aeration activated sludge processes in the treatment of high-strength wastewaters. Desalination. 2012; 287: 109-15.
10. Vera I, Sáez K, Vidal G. Performance of 14 full-scale sewage treatment plants: Comparison between four aerobic technologies regarding effluent quality, sludge production and energy consumption. Environ Technol. 2013; 34(15): 2267-75.
11. Lopsik K. Life cycle assessment of small-
scale constructed wetland and extended aeration activated sludge wastewater treatment system. Int J Environ Sci Technol. 2013; 10(6):
1295-308.
12. Pirsaheb M, Dargahi A, Zinatizadeh A, et al. Evaluating the performance of extended aeration process in treatment of hospital wastewater and determining its kinetic coefficients- Case study: Wastewater Treatment Plant of Quds Hospital in Sanandaj. J Environ Sci Technol. 2017; 19(5): 1-11.
13.Takdastan A, Mehrdadi N, Azimi AA, et al. Investigation of the excess sludge reduction in SBR by oxidizing some sludge by ozone. Iran J Chem Eng. 2009; 28(4): 95-104.
14. Mousavian S, Takdastan A, Seyedsalehi M, et al. Determining the kinetic’s coefficients in treatment of sugarcane industry using aerobic activated sludge by complete-mix regime. J Chem Pharm Res. 2016; 8(4): 1342-9.
15.Pirsaheb M, Khamutian R, Khodadadian MA. comparison between extended aeration sludge and conventional activated sludge treatment for removal of linear alkylbenzene sulfonates
(Case study: Kermanshah and Paveh WWTP). Desalination and Water Treatment. 2014; 52 (25-27): 4673-80.
16. Metcalf and Eddy. Wastewater Engineering, Treatment, Reuse and Disposal. New York: McGraw-Hill; (2003).
17. Takdastan A, Kordestani B, Nisi A, et al. Study of Operational and Maintenance Problems and Parameters of Extended Aeration Activated Sludge Process in Golestan Hospital Wastewater Treatment Plant, Ahvaz, and Their Solutions. J Environ Health Sci Eng. 2016; 3(4): 270-9.
18. Federation WE, Association AP. Standard methods for the examination of water and wastewater. American Public Health Association (APHA): Washington, DC, USA. 2005.
19. Djukic M, Jovanoski I, Ivanovic OM, et al. Cost-benefit analysis of an infrastructure project and a cost-reflective tariff: A case study for investment in wastewater treatment plant in Serbia. Renew Sust Energ Rev. 2016; 59(2): 1419-25.
20. Ye C, Yang X, Zhao FJ, et al. The shift of the microbial community in activated sludge with calcium treatment and its implication to sludge settleability. Bioresour Technol. 2016; 207(2): 11-8.
21.Zazouli MA, Ghahramani E, Ghorbanian AlahAbad M, et al. Survey of Activated Sludge Process Performance in Treatment of Agghala Industrial Town Wastewater in Golestan Province in 2007. Iranian Journal of Health and Environment. 2010; 3(1): 59-66.
22.Shahmoradi M, Gholami M, Mahaee M, et al. Investigation into organic matter and nutrient removal in an activated sludge wastewater treatment system: case study of Bojnurd. Journal of North Khorasan University of Medical Sciences. 2014; 5(5): 927-33.
23. Mohammadi P, Khashij M, Takhtshahi A, et al. Performance evaluation and biokinetic coefficients determination of activated sludge process of sanandaj wastewater treatment plant. Safety Promot Inj Prev. 2016; 4(2): 109-16.
24. Kor Y, Zazoli M, Keramat S, et al. Survey of performance and optimizing methods of aerated lagoons of bandargaz wastewater treatment plants. The Journal of Tolooe-behdasht. 2009; 8(1-2): 1-2.
25. Takdastan A, Azimi A, Torabian A. Intermittent ozonation to reduce excess biological sludge in SBR. J Water Wast. 2009; 20(3): 41- 49.
26. Ghelmani V, Mirhosseni Dehabadi A, Ghaneian M, et al. Removal efficiency of nitrogen, phosphorus and heavy metal by intermittent cycle extended aeration system from municipal wastewater (Yazd-ICEAS). Journal of Environmental Health and Sustainable Development. 2016; 1(2):128-36.