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A comprehensive assessment of energy efficiency of wastewater treatment plants: An efficiency analysis tree approach

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A comprehensive assessment of energy efficiency of wastewater treatment plants: An efficiency analysis tree approach

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dc.contributor.author Maziotis, Alexandros
dc.contributor.author Sala Garrido, Ramón
dc.contributor.author Mocholí Arce, Manuel
dc.contributor.author Molinos Senante, María
dc.date.accessioned 2023-05-16T14:48:43Z
dc.date.available 2023-05-16T14:48:43Z
dc.date.issued 2023
dc.identifier.citation Maziotis, Alexandros Sala Garrido, Ramón Mocholí Arce, Manuel Molinos Senante, María 2023 A comprehensive assessment of energy efficiency of wastewater treatment plants: An efficiency analysis tree approach Science of the Total Environment 885 163539
dc.identifier.uri https://hdl.handle.net/10550/86655
dc.description.abstract Wastewater treatment plants (WWTPs) are energy intensive facilities. Controlling energy use in WWTPs could bring substantial benefits to people and environment. Understanding how energy efficient the wastewater treatment process is and what drives efficiency would allow treating wastewater in a more sustainable way. In this study, we employed the efficiency analysis trees approach, that combines machine learning and linear programming techniques, to estimate energy efficiency of wastewater treatment process. The findings indicated that considerable energy inefficiency among WWTPs in Chile existed. The mean energy efficiency was 0.287 suggesting that energy use should cut reduce by 71.3 % to treat the same volume of wastewater. This was equivalent to a reduction in energy use by 0.40 kWh/m3 on average. Moreover, only 4 out of 203 assessed WWTPs (1.97 %) were identified as energy efficient. It was also found that the age of treatment plant and type of secondary technology played an important role in explaining energy efficiency variations among WWTPs.
dc.language.iso eng
dc.relation.ispartof Science of the Total Environment, 2023, vol. 885, num. 163539
dc.subject Energia Desenvolupament
dc.subject Aigua Depuració
dc.title A comprehensive assessment of energy efficiency of wastewater treatment plants: An efficiency analysis tree approach
dc.type journal article
dc.date.updated 2023-05-16T14:48:43Z
dc.identifier.doi 10.1016/j.scitotenv.2023.163539
dc.identifier.idgrec 158303
dc.rights.accessRights open access

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