Title: Quality control of wastewater treatment operational data by continuous mass balancing: Dealing with missing measurements and delayed outputs
Language: English
Authors: Spindler, Andre 
Krampe, Jörg  
Category: Original Research Article
Issue Date: 2015
Journal: Water Quality Research Journal 
ISSN: 1201-3080
Continuous mass balancing defines a new standard in data quality validation. Likewise relying on the principles of mass conservation it outperforms long-term static mass balancing approaches because faults in data can be assigned to their time of occurrence. This research was carried out with practical application to routine operational data in mind and two major aspects are investigated to make this application feasible. Sludge concentrations of typically balanced components (chemical oxygen demand, total nitrogen, total phosphate) are not routinely measured in wastewater treatment plants. Therefore they need to be determined from alternative, more frequent measurements such as total suspended solids. To provide the necessary statistical basis for such determination, monthly sludge sampling was found sufficient. Further, contrary to long-term static mass balancing, the effects of delay between input and output loads must not be neglected in continuous mass balancing based on daily data. While a storage/release approach did not give the desired results, the consideration of hydraulic retention (first-order flow dynamics) fundamentally improved the performance of the proposed method.
Keywords: continuous mass balancing; data quality control; fault detection; statistical process control
DOI: 10.2166/wqrjc.2015.056
Library ID: AC15357757
URN: urn:nbn:at:at-ubtuw:3-5626
Organisation: E226 - Institut für Wassergüte und Ressourcenmanagement 
E226-01 - Forschungsbereich Wassergütewirtschaft 
Publication Type: Article
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