The performance of wastewater treatment plants (WWTPs) depends on various technical, non-technical, and human factors. A total of 245 small and medium-size WWTPs were studied during 2014–2015 and evaluated according to a novel method for rapid assessment of their performance and complexity. The suggested method creates a comparable system of ratings for all treatment solutions by analysing simultaneously influential characteristics, system complexity, operational practices, and process parameters in comparison with designed and/or standardized values and their impact on the overall system performance. Total evaluation of complexity and total evaluation of performance are new unified tools, which were applied for comparing WWTPs that applied different technologies and had a wide variety of loadings.
The study revealed that the greater the designed loading, the more treatment steps were usually needed and employed. The complexity of these treatment steps can vary a lot depending on the plant capacity. There was a positive relationship between complexity and performance: a higher complexity provided a better performance of WWTPs. This suggests that combining automation as a tool for the process control with a more advanced equipment (higher complexity) could prevent many process disturbances and therefore improve the overall plant performance.
Allas, A. 2014. Heitvee- ja suublaseire 2013–2014 [Monitoring of Effluents and Receiving Bodies in Estonia 2013-2014]. Estonian Environmental Research Centre (in Estonian).
Baumann, P., Krauth, Kh., Maier, W., and Roth, M. 2012. Operational Problems in Wastewater Treatment Plants. Vol. 3. DWA Landesverband, Stuttgart.
Chen, Z., Zayed, T., and Qasem, A. 2015. An efficiency-centred hierarchical method to assess performance of wastewater treatment plants. Int. J. Environ. Res., 9, 1–8.
Copp, J. B. 2002. The COST Simulation Benchmark: Description and Simulator Manual. Office for Official Publications of the European Community, Luxembourg.
De Faria, A. B. B., Serandio, M., Ahmadi, A., and Tiruta-Barna, L. 2015. Evaluation of new alternatives in wastewater treatment plants based on dynamic modelling and life cycle assessment (DM-LCA). Water Res., 84, 99–111.
https://doi.org/10.1016/j.watres.2015.06.048
[EIC] Environmental Investment Centre. 2016. http://kik.ee/en (accessed 2016-11-06).
Fang, F., Qiao, L-L., Cao, J-S., Li, Y., Xie, W-M., Sheng, G-P., and Yu, H-Q. 2016. Quantitative evaluation of A2O and reversed A2O processes for biological municipal wastewater treatment using a projection pursuit method. Sep. Purif. Technol., 166, 164–170.
https://doi.org/10.1016/j.seppur.2016.04.036
Hao, R. X., Liu, F., Ren, H. Q., and Cheng, S. Y. 2013. Study on a comperhensive evaluation method for the assessment of operational efficiency of wastewater treatment plants. Stoch. Environ. Res. Risk Assess., 27, 747–756.
https://doi.org/10.1007/s00477-012-0637-2
Hegg, B. A., Rakness, K. L., and Schultz, J. R. 1979. Evaluation of Operation and Maintenance Factors Limiting Municipal Wastewater Treatment Plant Performance. U.S. Environmental Protection Agency, Springfield, Virginia, USA.
Henze, M., van Loosdrecht, M. C. M., Eakama, G. A., and Brdjanovic, D. 2011. Biological Wastewater Treatment. Principles, Modelling, Design. IWA Publishing, London.
[ISO] International Organization for Standardization. 1992. ISO 5667-10:1992. Water Quality – Sampling – Part 10: Guidance on sampling of waste waters.
[ISO] International Organization for Standardization. 2014. ISO 16323: Glossary of Wastewater Engineering Terms.
[ISO] International Organization for Standardization. 2018. ISO 5667-3:2018. Water quality – Sampling – Part 3: Preservation and handling of waste samples.
Jenkins, D., Richard, M. G., and Daigger, G. T. 2004. Manual on the Causes and Control of Activated Sludge Bulking, Foaming, and Other Solids Separation Problems. Third ed. CRC Press, Boca Raton, Florida.
Jozwiakowski, K., Mucha, Z., Generowicz, A., Baran, S., Bielinska, J., and Wojcik, W. 2015. The use of multi-criteria analysis for selection of technology for a household WWTP compatible with sustainable development. Arch. Environ. Prot., 41(3), 76–82.
https://doi.org/10.1515/aep-2015-0033
Karimi, A. R., Mehrdadi, N., Hasemian, S. J., Nabi Bidhendi, G. R., and Tavakkoli Moghaddam, R. 2011. Selection of wastewater treatment process based on the analytical hierarchy process and fuzzy analytical hierarchy process methods. Int. J. Environ. Sci. Technol., 8, 267–280.
https://doi.org/10.1007/BF03326215
Kuusik, A., Pachel, K., Sokk, O., Suurkask, V., and Kuusik, A. 2001. Reovee väikepuhastite tehnoloogiliste lahenduste soovituste ja juhendmaterjalide koostamine kohalike omavalitsuste tarbeks. [Draft of technological and technical recommendations and manuals of small wastewater treatment units for local municipalities]. Tallinn University of Technology (in Estonian).
Maastik, A., Danilišina, G., Gross, M., Kriipsalu, M., Tamm, P., and Tenno, T. 2011. Väikeste reoveepuhastite (jõudlus kuni 2000 ie) hooldamise juhend. [Maintenance and instructions for small (up to 2000 pe) waste water treatment plants]. University of Tartu (in Estonian).
Noorvee, A., Mander, Ü., Karabelnik, K., Põldvere, E., and Maddison, M. 2007. Kombineeritud pinnafiltersüsteemide ja tehismärgalapuhastite rajamise juhend. [Handbook for the establishment of hybrid soil filters and constructed wetland systems]. University of Tartu (in Estonian).
Olsson, G. 2012. ICA and me – a subjective review. Water Res., 46, 1585–1624.
https://doi.org/10.1016/j.watres.2011.12.054
Prasse, C., Stalter, D., Schulte-Oehlmann, U., Oehlmann, J., and Ternes, T. A. 2015. Spoilt for choice: a critical review on the chemical and biological assessment of current wastewater treatment technologies. Water Res., 87, 237–270.
https://doi.org/10.1016/j.watres.2015.09.023
Vabariigi valitsus. 2013. Reovee puhastamise ning heit- ja sademevee suublasse juhtimise kohta esitatavad nõuded, heit- ja sademevee reostusnäitajate piirmäärad ning nende nõuete täitmise kontrollimise meetmed [Regulation on Wastewater and Stormwater Management Requirements, Pollution Parameters and Compliance Limits with the Control Measures]. RTI, 04.12.2012, 1 (in Estonian). https: //www.riigiteataja.ee/akt/113062013013 (accessed 2017-01-05).
VEKA. 2016. Estonian Water Use database. http: //loodus.keskkonnainfo.ee/ WebEelis/veka.aspx (accessed 2016-11-21).