The research was based on the developed questionnaire for WWTPs operators. The construction of the questionnaire was divided into 4 steps:
Step 1: Content preparation:
1.1) Primary selection of survey questions.
1.2) Adding suggestions regarding the most appropriate units for collected data (e.g. kg of coagulant per year rather than its volume in cubic meters per day).
1.3) Reduction of the least important or potentially difficult questions for interpretation that might be wrongly understood and led to receiving incorrect data.
The questionnaire included the following survey questions about the WWTP:
(1) the name and location of a WWTP,
(2) the year that the data came from,
(3) daily average of treated wastewater flow in m3/day,
(4) population equivalent (PE) of the WWTP,
(5) used wastewater treatment technology – selection out of 9 given options based on the list of the most widespread methods: a) anoxic-oxic (AO), b) anaerobic-oxic (A/O), c) 3-stage Bardenpho, d) 5-stage Bardenpho, e) Johannesburg (JHB) or its modification (MJHB), f) University of Cape Town (UCT) or its modification (MUCT), g) Sequencing batch reactor (SBR), h) Membrane bioreactor (MBR), i) other - with additional description of the used method or modification scheme.
Moreover, the questionnaire included the survey questions about the used coagulants:
(6) if the WWTP uses chemical P precipitation in order to achieve the limits set by the valid legal regulations (yes or no),
(7) the amount of used coagulant in m3/year or L/day,
(8) type of the coagulant - trade name of the product and its chemical formula,
(9) phase of the treatment process in which the coagulant was added (which part of the technological line),
(10) TP and PO4-P concentration in raw wastewater,
(11) TP and PO4-P concentration in treated wastewater.
Step 2: Sending the questionnaire to the official electronic addressees of the WWTPs treating municipal wastewater in Poland:
2.1) Development of a database with current email addresses of operating WWTPs in Poland treating municipal wastewater (including also industrial WWTPs treating municipal wastewater).
For the database development mainly the latest available report from the implementation of the National Municipal Wastewater Treatment Programme (NMWTP) from 2017 was used to collect the valid email addresses of WWTPs (Polish Waters 2017; Preisner et al. 2021b). If an email given for contact in the NMWTP report turned to be invalid additional desk research was conducted to identify the correct address.
2.2) Selection of addressees by sorting from the largest WWTPs in terms of PE and secondly in terms of the wastewater flow rate.
The survey was sent to 645 out of 1 930 WWTPs registered by the main wastewater-competent governmental body in Poland – the Polish Waters. The selection was aimed to cover the largest WWTPs and the ones with diverse technological schemes in terms of P removal in 3 PE categories: a) large (> 100 000 PE, max. 1,0 mgP/L), b) medium (100 000–15 000 PE) and c) small (< 15 000 PE). From the above-mentioned categories, the survey was sent to all (105) large WWTPs, to 278 medium WWTPs and 262 small WWTPs.
2.3) Personalization of the query content for each respondent.
Step 3: Collection of received responses:
3.1) Checking the correctness of received questionnaires based on a comparison with the average of other received questionnaire responses in order to avoid typical numerical typos.
3.2) Collecting missing or solving the unclear information obtained from respondents.
Step 4: Data analysis:
4.1) Unification of units of the obtained values (flow rate as m3/day, mass of coagulant as Mg/year, etc.)
4.2) Calculations of pure metal content in the used coagulants were based on analyzing the Material Safety Data Sheet provided by the coagulant manufacturers as presented in Tables 1 and 2.
Table 1
Fe-based coagulants used in the analyzed WWTPs
Product name
|
PIX 100
|
PIX 109
|
PIX 110
|
PIX 113
|
PIX 123
|
PIX C40
|
Total iron [%]
|
10,30
|
10,50
|
12,50
|
11,80
|
12,60
|
13,60
|
Density (ρ)
|
1,265
|
1,32
|
1,46
|
1,52
|
1,556
|
1,42
|
Chemical formula
|
FeCl2
|
FeCl3
|
FeClSO4
|
Fe2SO4
|
Fe2(SO4)3
|
FeCl3
|
Table 2
Al-based coagulants used in the analyzed WWTPs
Product name
|
PAX 16
|
PAX 18
|
PAC Donau
|
FLOKOR 1,2A
|
Al3+ [%]
|
8,20
|
9,00
|
15,50
|
12,00
|
Al2O3 [%]
|
15,50
|
17,00
|
-
|
22,60
|
Density (ρ)
|
1,33
|
1,37
|
1,37
|
1,29
|
Chemical formula
|
Al(OH)xCly +H2O
|
Al(OH)xCly +H2O
|
Al(OH)xCly +H2O
|
Al(OH)xCly +H2O
|
The calculations allowed to obtain the pure metal content in the applied Fe-based and Al-based coagulants for all WWTPs were chemical P removal was used following Formula 2 and 3 respectively (Bratby 2006):
$${\text{M}}_{\text{F}\text{e}}={\text{V}}_{\text{P}\text{I}\text{X}}\bullet {\rho }\bullet {\text{C}}_{\text{F}\text{e}}$$
2
Where:
MFe – pure Fe mass [Mg],
VPIX – applied PIX volume [m3/year],
\({\rho }\) – coagulant density [g/m3],
CFe – Fe content in PIX [%].
$${\text{M}}_{\text{A}\text{l}}={\text{V}}_{\text{P}\text{A}\text{X}}\bullet {\rho }\bullet {\text{C}}_{\text{A}\text{l}}$$
3
Where:
MAl – pure Al mass [Mg],
VPAX – applied PAX volume [m3/year],
\({\rho }\) – coagulant density [g/m3],
CAl – Al content in PAX [%].
4.3) Basic statistical analysis (averages, standard deviations, regression and Pearson's correlation coefficient analysis for chosen parameters in order to prepare the output data album used for further substantive analysis.
In response to the 645 sent surveys, a total of 141 questionnaires were sent back with all survey questions answered referring to the newest possible data from 2020. The only exception was the information about the PO4-P concentration which was included in only 13 replies regarding both, raw and treated wastewater, which results from valid legal regulations that obligate WWTPs to monitor only TP concentration and removal ratio, so PO4-P content is analyzed only on a voluntary basis. Moreover, 10 received questionaries’ were excluded from the further analysis due to uncertain data provided by the WWTP operators. Therefore, complete datasets collected from 131 WWTPs account for approx. 17 630 500 PE in Poland which states for about 1/3 of the overall designed value of municipal WWTPs together with industrial WWTPs treating municipal wastewater (Polish Waters 2017). To clarify the above, according to the inventory by the national water authority – Polish Waters (Wody Polskie), the total designed PE in Poland is 53 148 678 but in fact the actual PE as the total generated and collected wastewater is approx. 38 500 000 PE (European Environmental Agency 2021).
The complete questionnaires were obtained from 39 large (> 100 000 PE), 74 medium (100 000–15 000 PE) and 18 small (< 15 000 PE) WWTPs by PE category.