Multi-objective optimal control of small-size wastewater treatment plants
•This work concerns the multi-objective optimization of activated sludge processes.•The case of a small-size wastewater treatment plant is considered.•Emphasis is put on the proper formulation of the optimization problem.•The trade-offs between the treatment's cost and efficiency are investigat...
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Veröffentlicht in: | Chemical engineering research & design 2015-10, Vol.102, p.345-353 |
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creator | Hreiz, Rainier Roche, Nicolas Benyahia, Brahim Latifi, M.A. |
description | •This work concerns the multi-objective optimization of activated sludge processes.•The case of a small-size wastewater treatment plant is considered.•Emphasis is put on the proper formulation of the optimization problem.•The trade-offs between the treatment's cost and efficiency are investigated.•Excess sludge incineration is shown to be quite profitable energetically.
In this work, a multi-objective dynamic optimization of the operating strategy of a small-size wastewater treatment plant is carried out. In-situ incineration of the excess sludge produced for electricity production is investigated in order to reduce the operating costs. The trade-offs between the treatment quality and the operating costs are characterized. Compared to the literature, emphasis is put on a more rigorous formulation of the problem and an accurate modeling of the underlying phenomena so as to get physically relevant solutions. Thus, from a mathematical perspective, the problem is formulated so that the solution is less sensitive to the – arbitrarily chosen – plant initial conditions. Modeling of physical phenomena e.g. the detrimental effect of the concentration of suspended solids in the mixed liquor, on oxygen transfer rate, has been included in the model. Several constraints are added to the problem so as to maintain the optimal solutions within the limits of validity of the mathematical model. The results provided a clear picture about the trade-offs between the treatment quality and the exploitation costs. Sludge incineration was shown to be of a high energetic profit, but it does not allow the plant to be electrically autonomous. |
doi_str_mv | 10.1016/j.cherd.2015.06.039 |
format | Article |
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In this work, a multi-objective dynamic optimization of the operating strategy of a small-size wastewater treatment plant is carried out. In-situ incineration of the excess sludge produced for electricity production is investigated in order to reduce the operating costs. The trade-offs between the treatment quality and the operating costs are characterized. Compared to the literature, emphasis is put on a more rigorous formulation of the problem and an accurate modeling of the underlying phenomena so as to get physically relevant solutions. Thus, from a mathematical perspective, the problem is formulated so that the solution is less sensitive to the – arbitrarily chosen – plant initial conditions. Modeling of physical phenomena e.g. the detrimental effect of the concentration of suspended solids in the mixed liquor, on oxygen transfer rate, has been included in the model. Several constraints are added to the problem so as to maintain the optimal solutions within the limits of validity of the mathematical model. The results provided a clear picture about the trade-offs between the treatment quality and the exploitation costs. Sludge incineration was shown to be of a high energetic profit, but it does not allow the plant to be electrically autonomous.</description><identifier>ISSN: 0263-8762</identifier><identifier>EISSN: 1744-3563</identifier><identifier>DOI: 10.1016/j.cherd.2015.06.039</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>Activated sludge ; Chemical engineering ; Chemical Sciences ; Dynamic optimization ; Environmental Engineering ; Environmental Sciences ; Multi-objective optimization ; Pareto front ; Wastewater treatment</subject><ispartof>Chemical engineering research & design, 2015-10, Vol.102, p.345-353</ispartof><rights>2015 The Institution of Chemical Engineers</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c419t-a2e6b80628c474d87b69419896ec840d8747ac0491bc23a0c1b3c0b2c701cd683</citedby><cites>FETCH-LOGICAL-c419t-a2e6b80628c474d87b69419896ec840d8747ac0491bc23a0c1b3c0b2c701cd683</cites><orcidid>0000-0001-8790-0578 ; 0009-0005-5269-1880 ; 0000-0003-3470-2249</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0263876215002464$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://amu.hal.science/hal-01665989$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Hreiz, Rainier</creatorcontrib><creatorcontrib>Roche, Nicolas</creatorcontrib><creatorcontrib>Benyahia, Brahim</creatorcontrib><creatorcontrib>Latifi, M.A.</creatorcontrib><title>Multi-objective optimal control of small-size wastewater treatment plants</title><title>Chemical engineering research & design</title><description>•This work concerns the multi-objective optimization of activated sludge processes.•The case of a small-size wastewater treatment plant is considered.•Emphasis is put on the proper formulation of the optimization problem.•The trade-offs between the treatment's cost and efficiency are investigated.•Excess sludge incineration is shown to be quite profitable energetically.
In this work, a multi-objective dynamic optimization of the operating strategy of a small-size wastewater treatment plant is carried out. In-situ incineration of the excess sludge produced for electricity production is investigated in order to reduce the operating costs. The trade-offs between the treatment quality and the operating costs are characterized. Compared to the literature, emphasis is put on a more rigorous formulation of the problem and an accurate modeling of the underlying phenomena so as to get physically relevant solutions. Thus, from a mathematical perspective, the problem is formulated so that the solution is less sensitive to the – arbitrarily chosen – plant initial conditions. Modeling of physical phenomena e.g. the detrimental effect of the concentration of suspended solids in the mixed liquor, on oxygen transfer rate, has been included in the model. Several constraints are added to the problem so as to maintain the optimal solutions within the limits of validity of the mathematical model. The results provided a clear picture about the trade-offs between the treatment quality and the exploitation costs. Sludge incineration was shown to be of a high energetic profit, but it does not allow the plant to be electrically autonomous.</description><subject>Activated sludge</subject><subject>Chemical engineering</subject><subject>Chemical Sciences</subject><subject>Dynamic optimization</subject><subject>Environmental Engineering</subject><subject>Environmental Sciences</subject><subject>Multi-objective optimization</subject><subject>Pareto front</subject><subject>Wastewater treatment</subject><issn>0263-8762</issn><issn>1744-3563</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNp9kDFPwzAQhS0EEqXwC1iyMiScY9dxBoaqAlqpiAVmy3GuqqM0rmyTCn49LkWMTKd7d-_p7iPklkJBgYr7rjBb9G1RAp0VIApg9RmZ0IrznM0EOycTKAXLZSXKS3IVQgcAaSonZPXy0Uebu6ZDE-2ImdtHu9N9ZtwQveszt8lC6vs82C_MDjpEPOiIPoseddzhELN9r4cYrsnFRvcBb37rlLw_Pb4tlvn69Xm1mK9zw2kdc12iaCSIUhpe8VZWjajTQNYCjeSQBF5pA7ymjSmZBkMbZqApTQXUtEKyKbk75W51r_Y-Hes_ldNWLedrddQSEDFLgSNNu-y0a7wLwePmz0BBHcmpTv2QU0dyCoRK5JLr4eTC9MZo0atgLA4GW-sTJdU6-6__G_pMd_8</recordid><startdate>20151001</startdate><enddate>20151001</enddate><creator>Hreiz, Rainier</creator><creator>Roche, Nicolas</creator><creator>Benyahia, Brahim</creator><creator>Latifi, M.A.</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>AAYXX</scope><scope>CITATION</scope><scope>1XC</scope><orcidid>https://orcid.org/0000-0001-8790-0578</orcidid><orcidid>https://orcid.org/0009-0005-5269-1880</orcidid><orcidid>https://orcid.org/0000-0003-3470-2249</orcidid></search><sort><creationdate>20151001</creationdate><title>Multi-objective optimal control of small-size wastewater treatment plants</title><author>Hreiz, Rainier ; Roche, Nicolas ; Benyahia, Brahim ; Latifi, M.A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c419t-a2e6b80628c474d87b69419896ec840d8747ac0491bc23a0c1b3c0b2c701cd683</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Activated sludge</topic><topic>Chemical engineering</topic><topic>Chemical Sciences</topic><topic>Dynamic optimization</topic><topic>Environmental Engineering</topic><topic>Environmental Sciences</topic><topic>Multi-objective optimization</topic><topic>Pareto front</topic><topic>Wastewater treatment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hreiz, Rainier</creatorcontrib><creatorcontrib>Roche, Nicolas</creatorcontrib><creatorcontrib>Benyahia, Brahim</creatorcontrib><creatorcontrib>Latifi, M.A.</creatorcontrib><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><jtitle>Chemical engineering research & design</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hreiz, Rainier</au><au>Roche, Nicolas</au><au>Benyahia, Brahim</au><au>Latifi, M.A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multi-objective optimal control of small-size wastewater treatment plants</atitle><jtitle>Chemical engineering research & design</jtitle><date>2015-10-01</date><risdate>2015</risdate><volume>102</volume><spage>345</spage><epage>353</epage><pages>345-353</pages><issn>0263-8762</issn><eissn>1744-3563</eissn><abstract>•This work concerns the multi-objective optimization of activated sludge processes.•The case of a small-size wastewater treatment plant is considered.•Emphasis is put on the proper formulation of the optimization problem.•The trade-offs between the treatment's cost and efficiency are investigated.•Excess sludge incineration is shown to be quite profitable energetically.
In this work, a multi-objective dynamic optimization of the operating strategy of a small-size wastewater treatment plant is carried out. In-situ incineration of the excess sludge produced for electricity production is investigated in order to reduce the operating costs. The trade-offs between the treatment quality and the operating costs are characterized. Compared to the literature, emphasis is put on a more rigorous formulation of the problem and an accurate modeling of the underlying phenomena so as to get physically relevant solutions. Thus, from a mathematical perspective, the problem is formulated so that the solution is less sensitive to the – arbitrarily chosen – plant initial conditions. Modeling of physical phenomena e.g. the detrimental effect of the concentration of suspended solids in the mixed liquor, on oxygen transfer rate, has been included in the model. Several constraints are added to the problem so as to maintain the optimal solutions within the limits of validity of the mathematical model. The results provided a clear picture about the trade-offs between the treatment quality and the exploitation costs. Sludge incineration was shown to be of a high energetic profit, but it does not allow the plant to be electrically autonomous.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.cherd.2015.06.039</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0001-8790-0578</orcidid><orcidid>https://orcid.org/0009-0005-5269-1880</orcidid><orcidid>https://orcid.org/0000-0003-3470-2249</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Activated sludge Chemical engineering Chemical Sciences Dynamic optimization Environmental Engineering Environmental Sciences Multi-objective optimization Pareto front Wastewater treatment |
title | Multi-objective optimal control of small-size wastewater treatment plants |
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