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Record W2443637517

Effects of chemical addition on the performance of settling tanks

2016· article· en· W2443637517 on OpenAlexaboutno aff
Gary W. Heinke, Andrew Joo-Hwa Tay, Mohammed A. Qazi

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEnvironmental Science
TopicWastewater Treatment and Nitrogen Removal
Canadian institutionsnot available
Fundersnot available
KeywordsSettlingSedimentationWastewaterSewage treatmentEnvironmental scienceWaste managementSuspended solidsClarifierTotal suspended solidsAlumLimeSewageEnvironmental engineeringChemical oxygen demandEngineeringChemistrySedimentGeology
DOInot available

Abstract

fetched live from OpenAlex

In the treatment of wastewater, sedimenta tion is more widely used than any other process. Primary settling tanks are designed to remove inorganic and organic settleable solids from wastewater and often act as flow equalization tanks; although they are nor mally not designed for this purpose. Of all wastewater treatment processes used, primary settling tanks probably provide the best return in treatment achieved for the capital invested. In spite of the importance of the sedimenta tion process, relatively little work has been done in recent years to improve the design methods and performance. A review of pub lished work was done in 1964.l Since then, gravity thickening has received considerable attention but there have been relatively few articles published on sedimentation in dilute suspensions.215 In recent years many countries have re quired phosphorus (P) removal from waste water. This has resulted in the widespread use of chemical precipitation in treatment. By necessity, in primary treatment plants, and by choice, in a considerable number of secondary treatment plants, chemicals, such as ferric chloride, alum, lime, and polymers, are added ahead of primary settling tanks for the purpose of reducing P concentration to acceptable levels. Increased solids and bio chemical oxygen demand (bod) reductions have been experienced by several plants con current with P removal. The addition of such chemicals ahead of primary settling tanks will create floes. These, together with settle able solids in wastewater, will settle at dif ferent rates to normal gravity settling. The performance of existing settling tanks will therefore be affected, and design criteria for settling tanks operating with chemical addi tion should be reexamined. This paper presents the effects of chemical additions on the performance of primary settling tanks at Sarnia, Ont., and Windsor Ont., wastewater treatment plants, and a pilot plant at the Canada Center for Inland Waters, Burlington, Ont. The results are based on full-scale plant investigations at varying rates of flow and on tube settling tests. The work was carried out over a period of 4 years. Results of velocity and suspended solids con centration measurements in the tanks are reported in a subsequent paper. Based on the results of this study tentative design criteria are proposed for primary settling tanks treating domestic wastewater with chemical addition.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.004
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.002

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 head0.005
GPT teacher head0.174
Teacher spread0.169 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2016
Admission routes1
Has abstractyes

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