MétaCan
Menu
Back to cohort
Record W4387302682 · doi:10.2175/193864718825159181

Digester Gas to Biomethane: Design, Construction, and Operation Lessons Learned

2023· article· en· W4387302682 on OpenAlexaboutno aff
Laura Locke, L.H. Ng, Jeff Carmichael

Bibliographic record

VenueProceedings of the Water Environment Federation · 2023
Typearticle
Languageen
FieldEnergy
TopicOil, Gas, and Environmental Issues
Canadian institutionsnot available
Fundersnot available
KeywordsBiogasRenewable natural gasGreenhouse gasNatural gasPayback periodRenewable energyWaste managementMethaneEngineeringEnvironmental scienceFuel gasProduction (economics)Economics

Abstract

fetched live from OpenAlex

Digester Gas to Biomethane: Design, Construction, and Operation Lessons LearnedAbstractThe Lulu Island WWTP Sludge Gas Treatment System upgrades surplus biogas produced from the digesters and delivers pipeline quality biomethane to the natural gas utility as a preference to flaring, to support the Board-established regional greenhouse gas emission reduction goal. The business case for the project is presented, which estimated a 16-year payback. The focus of this discussion is on the challenges faced during the design, construction, and operation of the treatment system, including technology selection, fluctuating surplus biogas flow, and process design and control considerations. Construction of the system was completed in September 2021, and it is currently in operation. This innovative project will contribute to regional environmental objectives, all without subjecting the region’s sewer ratepayers to unreasonable financial risk. The system has been consistently producing greater than 98% methane and is projected to generate 60,000 gigajoules (5.69 x 1010 BTU) of RNG for the natural gas utility each year, enough to supply 600 typical homes.Metro Vancouver desired to upgrade surplus biogas at the Lulu Island WWTP and deliver renewable natural gas to the natural gas utility as a preference to flaring. The focus of this discussion is on the challenges faced during the design, construction, and operation of the biogas treatment system. The business case for the project is also presented. Construction of the system was completed in September 2021, and it has been consistently producing RNG with greater than 98% methane content.SpeakerLocke, LauraPresentation time11:00:0011:20:00Session time10:30:0012:00:00SessionMaking Money from Biogas: RNG to RINsSession locationRoom S501d - Level 5TopicEnergy Production, Conservation, and Management, Intermediate LevelTopicEnergy Production, Conservation, and Management, Intermediate LevelAuthor(s)Locke, LauraAuthor(s)L. Locke <sup>1</sup>; L. Ng <sup>2 </sup>; L. Locke <sup>1</sup>; K. Kirchen <sup>2</sup>; J. Carmichael <sup>2</sup>;Author affiliation(s)AECOM <sup>1</sup>; Metro Vancouver <sup>2 </sup>; AECOM <sup>1</sup>; Metro Vancouver <sup>2</sup>; Metro Vancouver <sup>2</sup>;SourceProceedings of the Water Environment FederationDocument typeConference PaperPublisherWater Environment FederationPrint publication date Oct 2023DOI10.2175/193864718825159181Volume / Issue Content sourceWEFTECCopyright2023Word count11

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 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 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 score0.011
Threshold uncertainty score0.387

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0000.000

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 head0.038
GPT teacher head0.245
Teacher spread0.208 · 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 teacher head, 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

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueProceedings of the Water Environment FederationSame topicOil, Gas, and Environmental IssuesFrench-language works237,207