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Record W2527038705

Characterization of Anaerobic Membrane Bioreactors (AnMBR) Treating Municipal Wastewater

2015· dissertation· en· W2527038705 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUWSpace (University of Waterloo) · 2015
Typedissertation
Languageen
FieldEnvironmental Science
TopicWater Quality Monitoring Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsBioreactorWastewaterCharacterization (materials science)Anaerobic exerciseWaste managementPulp and paper industryEnvironmental scienceBiochemical engineeringChemistryEngineeringMaterials scienceBiologyNanotechnology
DOInot available

Abstract

fetched live from OpenAlex

The study investigated the impact of solids retention time (SRT), hydraulic retention time (HRT) and the addition of FeCl3 on bioprocess and membrane performance of anaerobic membrane bioreactor (AnMBR) treating authentic municipal wastewater.
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\nThe impact of SRT (40~100 days) and HRT (8.5~12.5 hours) on bioprocess performance was assessed using one pilot and one bench scale AnMBRs. The results revealed superior permeate quality with respect to concentrations of chemical oxygen demand (COD) (<40mg/L) and 5-day biochemical oxygen demand (BOD5) (<10mg/L) can be achieved in all tests. SRT and HRT did not significantly influence on the COD and BOD5 removal efficiencies. Extended SRTs had reduced sludge production and enhanced methane production. Oversaturation of dissolved methane in permeate was assumed to be responsible for a consistent lack of mass balance closure in all tests. After calibration of biokinetic coefficients, PetWin 4 (EnviroSim Canada) was found to effectively simulate particulate COD, readily biodegradable COD and acetic acid concentrations over a range of SRTs and HRTs. 
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\nThe long term membrane performance was evaluated when pilot AnMBR operated with varied SRT (100~40 days) and recovery cleaning. The results revealed reduced SRTs had reduced the fouling propensity of mixed liquor characteristic in terms of TSS concentration and dewaterability as indicated by colloidal COD (cCOD) concentration and capillary suction time (CST). The effect of these parameters corresponded to the short term fouling (i.e. cake accumulation) that was tested by critical flux tests. The recovery cleaning obtained efficient fouling resistance removal on both pilot plant operation and clean water flux tests. However, the long-term fouling rate was observed significantly higher on cleaned membrane than virgin membrane and appeared to be higher after each recovery cleaning regardless the varied mixed liquor characteristics. The mitigated membrane fouling with virgin membrane suggested initial membrane condition might contributed to the lack of consistency between mixed liquor and fouling as the membrane properties might be modified by residual foulants.
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\nThe study on long-term (90 days) impact of dosing FeCl3 on the bioprocess performance and membrane performance was evaluated in the pilot AnMBR fed with non-Fe dosed sewage and fed with 26.0 mgFeCl3/L to the sewage.The results showed the addition FeCl3 enhanced the treatment performance of the pilot AnMBR regarding to the removal efficiencies of COD and BOD5, but did not generate significant influence on the removal efficiencies of total Kjeldahl nitrogen(TKN) and total phosphorus(TP) and the methane yield. The membrane performance was significantly improved by dosing FeCl3 which demonstrated by irreversible fouling lower than 5kPa and no reversible fouling for the first 75 days. The superior membrane performance can be correlated to the shift of particle size distribution to the particulate fraction and the reduced colloidal and soluble substances in the sludge, especially the soluble protein, carbohydrate, Ca and S. The confocal laser scanning microscopy (CLSM) tests showed with the addition of FeCl3 a thicker foulant layer was developed and the deposition of protein and carbohydrate on the membrane surface was significantly prevented. Therefore a more porous foulant layer was formed and prevented the development of strongly-attached cake layer and pore blocking. The recovery cleaning study indicated FeCl3 dosing enhanced the efficiency of current recovery cleaning protocol and the foulants formed in the Fe-dosed sludge was more of inorganic origin, as 75% of the foulant resistance was removed by citric acid. The superior membrane performance during the operation combined with enhanced cleaning efficiency by FeCl3 dosing would significantly improve the sustainability of AnMBR in municipal wastewater treatment. 
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\nA transient study was conducted at pilot scale to assess the impact of Fe dosage on the dynamics of biological and membrane performance of the AnMBR. A transient model of the AnMBR system was employed to assist with interpretation of the measured responses in the mixed liquor under different FeCl3 dosages. A high dosage (43mg/L) of FeCl3 resulted in a significant accumulation of fixed suspended solids (FSS) and volatile suspended solids (VSS) and reduction of colloidal COD in the mixed liquor. The elevated dosages appeared to reduce the biodegradability of VSS that was present in the raw wastewater. Intermediate dosages of FeCl3 (21-12 mg/L), had less effect on these responses and did not appear to affect VSS biodegradation. Membrane performance was significantly affected by FeCl3 dosage as indicated by reversible and irreversible resistances. Reversible resistance was closely related to the colloidal COD in the mixed liquor, thus responded quickly to Fe dosage. Irreversible resistance had a delayed response to changes in the colloidal COD concentrations in the mixed liquor and this was attributed to the effect of slow mass transfer of colloidal matter between the mixed liquor and the membrane.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.102
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.220
Teacher spread0.201 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it