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Record W2388282702

Research on Influencing Factors of SCR's Cooperative Control in Mercury Emissions From Coal-fired Flue

2013· article· en· W2388282702 on OpenAlex
Jun Liu

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

VenueProceedings of the CSEE · 2013
Typearticle
Languageen
FieldEnvironmental Science
TopicMercury impact and mitigation studies
Canadian institutionsnot available
Fundersnot available
KeywordsFlue gasMercury (programming language)ChemistryChlorineAmmoniaSelective catalytic reductionEnvironmental chemistryCoalNitrogenParticulatesWaste managementNOxEnvironmental engineeringEnvironmental scienceCatalysisCombustionEngineering
DOInot available

Abstract

fetched live from OpenAlex

The paper analyzed the cooperative control impact of selective catalytic reduction(SCR) denitration device on mercury and chlorine content in coals as well as the impacts of ammonia nitrogen ratios on mercury.Based on the SCR denitration device’s technical principle,taking a 300MW unit as an example,when the unit fueling different coals with different Chlorine contents and under the condition of different ammonia nitrogen ratios,the mercury morphology distribution before and after going through SCR was analyzed by using the Ontario Hydro method.The research shows that the effects of SCR on emission reduction of mercury in flue gas are weak and the changes in the concentration of particulate mercury are small before or after SCR.However,the morphology of mercury changes after the flue gas goes through SCR,and the degree of the change is greatly affected by the chlorine contents in coals.After the injection of element ammonia in flue gas,ammonia shows depressive impact on the mercury conversion.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.350
Threshold uncertainty score0.684

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.041
GPT teacher head0.307
Teacher spread0.266 · 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