MétaCan
Menu
Back to cohort
Record W4200497064 · doi:10.1109/tpel.2021.3139220

Boosting Nine-Level Operation of Seven-Level Hybrid-Clamped (7L-HC) Converter

2021· article· en· W4200497064 on OpenAlexafffund
Hao Tian, Li Ding, Yunwei Li

Bibliographic record

VenueIEEE Transactions on Power Electronics · 2021
Typearticle
Languageen
FieldEngineering
TopicMultilevel Inverters and Converters
Canadian institutionsUniversity of Alberta
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsVoltageBoosting (machine learning)CapacitorTopology (electrical circuits)Electronic engineeringComputer scienceEngineeringControl theory (sociology)Electrical engineering

Abstract

fetched live from OpenAlex

Seven-level hybrid clamped topology, which is a multilevel topology proposed in recent years, is a promising solution for motor drive systems due to its capability to operate in a wide frequency range. This letter enhances its favorable features by enabling the boosting nine-level operation, i.e., producing nine output voltage levels; wherein the peak phase voltage can be four-third of the dc voltage. This operation method does not require modifications to the topology or change in the voltage stress on capacitors and power switches. Instead, only minor modifications to the modulation are applied. This leads to the increase of the ac voltage range without any cost on hardware. This method shows great potential in speed expansion of the motor drive system. Experimental results validate the feasibility and performance of this method. This letter is accompanied by a video file demonstrating the speed expansion performance of the proposed method.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.963
Threshold uncertainty score1.000

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)0.0010.000

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 head0.022
GPT teacher head0.223
Teacher spread0.201 · 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.

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

Citations3
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueIEEE Transactions on Power ElectronicsSame topicMultilevel Inverters and ConvertersFrench-language works237,207