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Record W4400978750 · doi:10.1109/tce.2024.3433560

Design and Device Selection in a Residential PV Inverter to Improve Efficiency in Low Power

2024· article· en· W4400978750 on OpenAlex
Yanming Xu, Ken King Man Siu, Carl Ngai Man Ho

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueIEEE Transactions on Consumer Electronics · 2024
Typearticle
Languageen
FieldEnergy
TopicPhotovoltaic System Optimization Techniques
Canadian institutionsUniversity of Manitoba
FundersCanada Research Chairs
KeywordsPhotovoltaic systemSelection (genetic algorithm)Electrical engineeringPower (physics)InverterEngineeringComputer scienceAutomotive engineeringElectronic engineeringReliability engineeringVoltage

Abstract

fetched live from OpenAlex

Silicon Carbide (SiC) devices are becoming increasingly attractive for single-phase grid-tie Photovoltaic (PV) inverters due to their superior features of high breakdown voltage and low switching loss. Focusing on the residential PV products, this paper presents a practical design strategy for device selection in the Manitoba Inverter (MBI) topology to support a wide range of input voltage and improve the efficiency. Based on a device-level comparative study and a comprehensive power loss analysis of different power switches, a mixed device combination, including SiC/Si MOSFETs, Si IGBTs, and SiC Schottky diode, is determined to fully utilize the devices’ benefits. Experimental verification is carried out in a 1.2kW inverter prototype. The results indicate that implementing the proposed method within MBI topology can significantly enhance the efficiency in the low power range and a more than 4% efficiency improvement can be achieved compared with Si-based combination. Meanwhile, sinusoidal output current with low leakage current and common-mode voltage mitigation can also be achieved.

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.914
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
Bibliometrics0.0010.001
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 head0.009
GPT teacher head0.249
Teacher spread0.240 · 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