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Regression Modeling and Analysis of Factor-Interactive Effect on Anaerobic Biodegradation Process for Biogas Generation

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dc.creator William, Wanasolo
dc.creator Manyele, Samwel V.
dc.creator Makunza, John K.
dc.date 2016-07-12T18:19:55Z
dc.date 2016-07-12T18:19:55Z
dc.date 2014
dc.date.accessioned 2018-03-27T08:37:28Z
dc.date.available 2018-03-27T08:37:28Z
dc.identifier Wanasolo, W., Manyele, S. and Makunza, J., 2014. Regression Modeling and Analysis of Factor-Interactive Effect on Anaerobic Biodegradation Process for Biogas Generation. Research Journal of Modeling and Simulation, 48, p.55.
dc.identifier http://hdl.handle.net/20.500.11810/3151
dc.identifier 10.12966/rjms.08.02.2014
dc.identifier.uri http://hdl.handle.net/20.500.11810/3151
dc.description In this study, regression modeling and analysis of factor-interactive effect on anaerobic biodegradation process (ABP) of food residues mixed with fruit-waste is presented. An experimental anaerobic digester simulating mesophilic conditions of most urban solid waste dumpsites was developed. The goal was to carry out regression modeling on anaerobic biodegradation process for biogas generation. The main-and interactive-effects of initial-pH, ash-loading and leachate-level were investigated. Response surface methodology with miscellaneous 3-level factorial design was employed. A second-order polynomial regression equation was generated that predicted biogas generation rate (BGR). Results indicated that within the experimental range of factors applied there was a single factor significant effect of initial-pH and ash-loading on ABP while leachate-level single effect was observed to be insignificant (α < 0.05). The two factor interactive-effects of initial-pH/ash-loading and leachate-level/ash-loading were found to be significant while that of initial-pH/leachate-level interactions was not significant. Verification tests yielded maximum BGR values that were in good agreement with predicted values thereby validating the regression model.
dc.language en
dc.subject Regression Modeling
dc.subject Factor-Interactive Effect
dc.subject Anaerobic Biodegradation
dc.subject Biogas Generation
dc.subject Response Surface Methodology
dc.subject Tanzania
dc.title Regression Modeling and Analysis of Factor-Interactive Effect on Anaerobic Biodegradation Process for Biogas Generation
dc.type Journal Article, Peer Reviewed


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