Interpreting per capita loads of organic matter and nutrients in municipal wastewater: A study on 168 Italian agglomerations
The size of an agglomeration is expressed in population equivalent, referring to the maximum average weekly load during the year according to the European Directive 271/91. This quantity, multiplied by the daily biochemical oxygen demand (BOD) produced by one population equivalent (which is 60 g d−1...
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description | The size of an agglomeration is expressed in population equivalent, referring to the maximum average weekly load during the year according to the European Directive 271/91. This quantity, multiplied by the daily biochemical oxygen demand (BOD) produced by one population equivalent (which is 60 g d−1 PE−1, by definition), yields the design biodegradable organic load of the wastewater treatment plant. The same agglomeration size is compared against the capacity of the wastewater treatment plant (WWTP) for plant conformity verification by the European Commission. However, field observations show remarkable fluctuations of the daily mass flows entering a WWTP, often considerably below or above the expected load calculated according to the Directive prescriptions. A wrong estimation of the real influent load adversely affects the plant design and operation, and may lead to a misleading verification of its conformity to the agglomeration. In this work, a statistical data analysis on 168 agglomerations was performed, aiming at verifying the consistency between the expected loads of BOD, chemical oxygen demand (COD), nitrogen and phosphorus and the mass flows measured at the treatment plant inlet. Only 30–40% of the total analysed cases were found having an actual load compatible with the expected one. In these cases, the average per capita daily loads of BOD, COD, nitrogen and phosphorus, calculated over 2–3 years data pools, resulted: 44.6 ± 5.9, 82.4 ± 11, 9.4 ± 1.1, and 1.08 ± 0.13 g d−1, respectively, while the daily BOD per capita production of 60 g represented a value in between the 70th and the 90th percentiles of the actual daily load distributions. For the remaining 60–70% of the total cases, variably-remarkable positive or negative discrepancies between the nominal pollutant loads generated by the agglomeration and those measured at the plant inlet could be detected and possible causes were pointed out.
[Display omitted]
•Two-three years long data pools of 201 agglomerations were analysed.•Per capita average daily loads of BOD, COD, nitrogen and phosphorus were calculated.•60 g BOD PE−1 d−1 falls within the 70th and 90th percentiles of the daily load distribution.•Using 60 g BOD PE−1 d−1 as the average daily load means adopting a safety factor of 1.3.•Possible causes of over- or under-estimations of pollutant loads were analysed. |
doi_str_mv | 10.1016/j.scitotenv.2022.153236 |
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[Display omitted]
•Two-three years long data pools of 201 agglomerations were analysed.•Per capita average daily loads of BOD, COD, nitrogen and phosphorus were calculated.•60 g BOD PE−1 d−1 falls within the 70th and 90th percentiles of the daily load distribution.•Using 60 g BOD PE−1 d−1 as the average daily load means adopting a safety factor of 1.3.•Possible causes of over- or under-estimations of pollutant loads were analysed.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2022.153236</identifier><identifier>PMID: 35051484</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Data consistency ; Load distribution ; Nutrients - analysis ; Phosphorus - analysis ; Plant design ; Statistical analysis ; Uncertainty ; Waste Disposal, Fluid ; Waste Water - analysis ; Water Purification</subject><ispartof>The Science of the total environment, 2022-05, Vol.819, p.153236-153236, Article 153236</ispartof><rights>2022 Elsevier B.V.</rights><rights>Copyright © 2022 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c371t-1c27663d6fa54a0fb3bb8fe03b8c1b4d1d4a875eb29c134e6f16b69c159a7b163</citedby><cites>FETCH-LOGICAL-c371t-1c27663d6fa54a0fb3bb8fe03b8c1b4d1d4a875eb29c134e6f16b69c159a7b163</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.scitotenv.2022.153236$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35051484$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bertanza, G.</creatorcontrib><creatorcontrib>Boiocchi, R.</creatorcontrib><title>Interpreting per capita loads of organic matter and nutrients in municipal wastewater: A study on 168 Italian agglomerations</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>The size of an agglomeration is expressed in population equivalent, referring to the maximum average weekly load during the year according to the European Directive 271/91. This quantity, multiplied by the daily biochemical oxygen demand (BOD) produced by one population equivalent (which is 60 g d−1 PE−1, by definition), yields the design biodegradable organic load of the wastewater treatment plant. The same agglomeration size is compared against the capacity of the wastewater treatment plant (WWTP) for plant conformity verification by the European Commission. However, field observations show remarkable fluctuations of the daily mass flows entering a WWTP, often considerably below or above the expected load calculated according to the Directive prescriptions. A wrong estimation of the real influent load adversely affects the plant design and operation, and may lead to a misleading verification of its conformity to the agglomeration. In this work, a statistical data analysis on 168 agglomerations was performed, aiming at verifying the consistency between the expected loads of BOD, chemical oxygen demand (COD), nitrogen and phosphorus and the mass flows measured at the treatment plant inlet. Only 30–40% of the total analysed cases were found having an actual load compatible with the expected one. In these cases, the average per capita daily loads of BOD, COD, nitrogen and phosphorus, calculated over 2–3 years data pools, resulted: 44.6 ± 5.9, 82.4 ± 11, 9.4 ± 1.1, and 1.08 ± 0.13 g d−1, respectively, while the daily BOD per capita production of 60 g represented a value in between the 70th and the 90th percentiles of the actual daily load distributions. For the remaining 60–70% of the total cases, variably-remarkable positive or negative discrepancies between the nominal pollutant loads generated by the agglomeration and those measured at the plant inlet could be detected and possible causes were pointed out.
[Display omitted]
•Two-three years long data pools of 201 agglomerations were analysed.•Per capita average daily loads of BOD, COD, nitrogen and phosphorus were calculated.•60 g BOD PE−1 d−1 falls within the 70th and 90th percentiles of the daily load distribution.•Using 60 g BOD PE−1 d−1 as the average daily load means adopting a safety factor of 1.3.•Possible causes of over- or under-estimations of pollutant loads were analysed.</description><subject>Data consistency</subject><subject>Load distribution</subject><subject>Nutrients - analysis</subject><subject>Phosphorus - analysis</subject><subject>Plant design</subject><subject>Statistical analysis</subject><subject>Uncertainty</subject><subject>Waste Disposal, Fluid</subject><subject>Waste Water - analysis</subject><subject>Water Purification</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkE1r3DAQQEVpaDZp_0KrYy_e6sOW7d6W0DYLgV6asxhJ40WLLbmSnBDIj6-XTXPNXGZg3swwj5AvnG054-rbcZutL7FgeNgKJsSWN1JI9Y5seNf2FWdCvScbxuqu6lXfXpKrnI9sjbbjH8ilbFjD667ekOd9KJjmhMWHA50xUQuzL0DHCC7TONCYDhC8pROUlaQQHA1LSR5DydQHOi1r188w0kfIBR9hpb7THc1lcU80BspVR_cFRg-BwuEwxgkTFB9D_kguBhgzfnrJ1-T-548_N7fV3e9f-5vdXWVly0vFrWiVkk4N0NTABiON6QZk0nSWm9pxV0PXNmhEb7msUQ1cGbXWTQ-t4Upek6_nvXOKfxfMRU8-WxxHCBiXrIUSQrSdkGxF2zNqU8w54aDn5CdIT5ozfVKvj_pVvT6p12f16-TnlyOLmdC9zv13vQK7M4Drqw8e02kRBovOJ7RFu-jfPPIPa96bjg</recordid><startdate>20220501</startdate><enddate>20220501</enddate><creator>Bertanza, G.</creator><creator>Boiocchi, R.</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20220501</creationdate><title>Interpreting per capita loads of organic matter and nutrients in municipal wastewater: A study on 168 Italian agglomerations</title><author>Bertanza, G. ; Boiocchi, R.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-1c27663d6fa54a0fb3bb8fe03b8c1b4d1d4a875eb29c134e6f16b69c159a7b163</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Data consistency</topic><topic>Load distribution</topic><topic>Nutrients - analysis</topic><topic>Phosphorus - analysis</topic><topic>Plant design</topic><topic>Statistical analysis</topic><topic>Uncertainty</topic><topic>Waste Disposal, Fluid</topic><topic>Waste Water - analysis</topic><topic>Water Purification</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bertanza, G.</creatorcontrib><creatorcontrib>Boiocchi, R.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bertanza, G.</au><au>Boiocchi, R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Interpreting per capita loads of organic matter and nutrients in municipal wastewater: A study on 168 Italian agglomerations</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2022-05-01</date><risdate>2022</risdate><volume>819</volume><spage>153236</spage><epage>153236</epage><pages>153236-153236</pages><artnum>153236</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>The size of an agglomeration is expressed in population equivalent, referring to the maximum average weekly load during the year according to the European Directive 271/91. This quantity, multiplied by the daily biochemical oxygen demand (BOD) produced by one population equivalent (which is 60 g d−1 PE−1, by definition), yields the design biodegradable organic load of the wastewater treatment plant. The same agglomeration size is compared against the capacity of the wastewater treatment plant (WWTP) for plant conformity verification by the European Commission. However, field observations show remarkable fluctuations of the daily mass flows entering a WWTP, often considerably below or above the expected load calculated according to the Directive prescriptions. A wrong estimation of the real influent load adversely affects the plant design and operation, and may lead to a misleading verification of its conformity to the agglomeration. In this work, a statistical data analysis on 168 agglomerations was performed, aiming at verifying the consistency between the expected loads of BOD, chemical oxygen demand (COD), nitrogen and phosphorus and the mass flows measured at the treatment plant inlet. Only 30–40% of the total analysed cases were found having an actual load compatible with the expected one. In these cases, the average per capita daily loads of BOD, COD, nitrogen and phosphorus, calculated over 2–3 years data pools, resulted: 44.6 ± 5.9, 82.4 ± 11, 9.4 ± 1.1, and 1.08 ± 0.13 g d−1, respectively, while the daily BOD per capita production of 60 g represented a value in between the 70th and the 90th percentiles of the actual daily load distributions. For the remaining 60–70% of the total cases, variably-remarkable positive or negative discrepancies between the nominal pollutant loads generated by the agglomeration and those measured at the plant inlet could be detected and possible causes were pointed out.
[Display omitted]
•Two-three years long data pools of 201 agglomerations were analysed.•Per capita average daily loads of BOD, COD, nitrogen and phosphorus were calculated.•60 g BOD PE−1 d−1 falls within the 70th and 90th percentiles of the daily load distribution.•Using 60 g BOD PE−1 d−1 as the average daily load means adopting a safety factor of 1.3.•Possible causes of over- or under-estimations of pollutant loads were analysed.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>35051484</pmid><doi>10.1016/j.scitotenv.2022.153236</doi><tpages>1</tpages></addata></record> |
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subjects | Data consistency Load distribution Nutrients - analysis Phosphorus - analysis Plant design Statistical analysis Uncertainty Waste Disposal, Fluid Waste Water - analysis Water Purification |
title | Interpreting per capita loads of organic matter and nutrients in municipal wastewater: A study on 168 Italian agglomerations |
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