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Record W4413217621 · doi:10.1115/gt2025-152427

Investigation of Critical Operating Conditions for Hydrogen Flames Under Typical Gas Turbine Conditions

2025· article· en· W4413217621 on OpenAlexaff
Holger Ax, Oliver Lammel, Rainer Lückerath, Joshua A. Gray, Benjamin Witzel, Lutz Blätte, Berthold Köstlin

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicCombustion and flame dynamics
Canadian institutionsSiemens (Canada)
Fundersnot available
KeywordsCombustorCombustionFlashbackNozzleHydrogenMaterials scienceDuct (anatomy)Combustion chamberNuclear engineeringNatural gasJet (fluid)MethaneMechanical engineeringMechanicsChemistryEngineeringPhysics

Abstract

fetched live from OpenAlex

Abstract The reliable operation of the core component of a modern jet-stabilized burner for large high-efficiency gas turbines with high power density and wide operating range was demonstrated in pressurized operation with 100% hydrogen. High-pressure tests were performed at the high pressure combustor test rig HBK-S at the DLR Institute of Combustion Technology, mainly with hydrogen, but also with various hydrogen/natural gas mixtures. A single nozzle burner configuration, representative of modern jet-stabilized gas turbine combustion systems, was used for this purpose in a special optically accessible combustion chamber. Optical and laser-based combustion diagnostics was applied for flame characterization. The investigation addressed the high reactivity of hydrogen and focused on operation at high pressures, high preheating temperatures and highflame temperatures, even beyond the specifications of state-of-the-art gas turbines, up to the operational limits regarding flashback. The influence of the operational parameters was investigated in detail on a generic configuration using a cylindrical quartz glass tube as mixing duct. Flame flashbacks could be directly observed within this optical mixing tube by highspeed OH* chemiluminescence. Further tests were carried out with a newly developed metallic mixing duct, that was equipped with a special device to enhance the flashback resistance based on purge air. The results showed, for example, a strong dependence on the pressure. No flashbacks were observed in the investigated flame temperature range at low pressures (4–6 bar). Towards higher combustion chamber pressures, the operational limit in terms of flashback shows an asymptotic behavior. Higher jet velocities push the flashback resistance to higher adiabatic flame temperatures. The flashback prevention arrangement of the metallic mixing duct successfully extends the operational range at all conditions compared to the optical mixing duct.

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: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.864
Threshold uncertainty score0.334

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 head0.016
GPT teacher head0.277
Teacher spread0.261 · 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 designSimulation or modeling
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
Published2025
Admission routes1
Has abstractyes

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