In this report, the application of Principle Component Analysis (PCA) and Partial Least Square (PLS) regression analyzing methods used to understand the relationship of interdependent loads in municipal wastewater treatment plant. Two different wastewater treatment plants were chosen for analysis of the relationship between interdependent loads. Firstly, the collected data of incoming wastewater and outgoing water from both Västerås and Eskilstuna wastewater treatment plants were analyzed to find some relationship or correlation between contents and compare the data of both the plants. Secondly, the correlated contents were used to generate the regression model for predicting the value in the future, in this report we have focussed only on ammonium nitrogen value for regression model. The PCA study shows the variation between incoming and outgoing wastewater’s characteristics given by Västerås and Eskilstuna plant. / BOD, ammonium nitrogen, nitrogen, phosphorus
| Identifer | oai:union.ndltd.org:UPSALLA1/oai:DiVA.org:mdh-12524 |
| Date | January 2011 |
| Creators | Zaidi, Syed Faraz Ali, Sudthanom, Juthatip |
| Publisher | Mälardalens högskola, Akademin för hållbar samhälls- och teknikutveckling, Mälardalens högskola, Akademin för hållbar samhälls- och teknikutveckling |
| Source Sets | DiVA Archive at Upsalla University |
| Language | English |
| Detected Language | English |
| Type | Student thesis, info:eu-repo/semantics/bachelorThesis, text |
| Format | application/pdf |
| Rights | info:eu-repo/semantics/openAccess |
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