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Record W2031861525 · doi:10.4271/2014-01-2661

Study of Combustion Behavior and Combustion Stability of HCCI-DI Combustion for a Wide Operating Range using a Low Cost Novel Experimental Technique

2014· article· en· W2031861525 on OpenAlex
Pranab Das, PMV Subbarao, J. P. Subrahmanyam

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.

fundA Canadian funder is recorded on the work.
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

VenueSAE technical papers on CD-ROM/SAE technical paper series · 2014
Typearticle
Languageen
FieldChemical Engineering
TopicAdvanced Combustion Engine Technologies
Canadian institutionsnot available
FundersInternational Development Research Centre
KeywordsCombustionHomogeneous charge compression ignitionStability (learning theory)Range (aeronautics)Materials scienceAutomotive engineeringNuclear engineeringComputer scienceChemistryCombustion chamberEngineeringComposite material

Abstract

fetched live from OpenAlex

<div class="section abstract"><div class="htmlview paragraph">An innovative method is developed for achieving HCCI-DI combustion without any major engine geometry modification. Many control strategies have been reported in literature, in spite of that even today no HCCI combustion engine is available on commercial basis. Pilot and main fuel injection strategy is used as a control strategy in this work. Our developed technique is a low cost alternative to conventional CRDI pumps which can be implemented readily at least for rural application engines (where cost of the system is more important than any other aspects) to reduce emissions. Using this new technique a stable HCCI-DI combustion was achieved for a wide operating range. To realize the effectiveness of this developed experimentation technique, a detailed combustion study at various operating conditions were investigated using commercial diesel as fuel. Pilot injection timing was fixed at 270 degrees bTDC allowing sufficient time for homogeneous mixture preparation and main injection was fixed at 26 degrees bTDC to trigger the combustion. Split ratio was varied from zero to 95% at various operating load (2 bar Net IMEP to 6.5 bar Net IMEP) conditions. This study is limited up to 95% split ratio since the engine went beyond drivability limit (COV of IMEP <10% as defined in Stone, 2012 [<span class="xref">10</span>]) with 100% split ratio in most of the operating conditions. The behavior of all combustion parameters (cylinder pressure, pressure rise rate, heat release rate and start of combustion) at various operating conditions are analyzed and presented in this paper. It was evident from the results that with increasing split ratio, all combustion parameters start advancing. Similarly, at any constant split ratio all combustion parameters started advancing with increasing load. Cycle by cycle statistical analysis of peak cycle pressure and net IMEP for 100 consecutive cycles is also analyzed to understand the combustion stability achieved using this technique. In HCCI combustion, low load limit is widely defined by high value of COV of IMEP and High load limit is defined by knocking combustion. This study shows, even at a 95% split ratio and at very low intake air temperature, cycle by cycle variation was found within drivability limit and therefore, No misfire region exists even at idling (2 bar IMEP) condition. Therefore, extreme Low load range can be achieved using a combination of pilot and main injection strategy. Combustion stability at various split ratio and load were also compared with conventional diesel combustion. Ringing Index (RI) is calculated to find the high load limit of HCCI-DI combustion of the modified engine. It is found that RI monotonically increased with increasing split ratio and increasing load. At higher split ratio, RI is extremely sensitive to engine load. At 80% split ratio and at 6.5 bar IMEP condition, RI was found to be 8 times higher than the corresponding baseline combustion. At higher split ratio, high load range narrows down. To increase load range, split ratio should be reduced if no other control strategy is used.</div></div>

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)0.001
metaresearch head score (Gemma)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.742
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0010.001
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 head0.029
GPT teacher head0.291
Teacher spread0.262 · 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