Hybrid generator for wind generation systems
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.
Bibliographic record
Abstract
This paper proposes a new high voltage hybrid generator (HG) employed in a proposed off-shore wind generation system with HVDC interconnection and transmission. The proposed system is compared with an existing commercial wind generation system and shown to be more efficient, to have lower mass, hence potentially lower cost. The system in this paper offers a much simplified power conversion for wind turbines, in particular the gearbox (GB), low voltage generator, back-to-back voltage source converters (VSC) and turbine transformer typical of existing commercial systems are replaced with a high voltage direct drive HG and a passive rectifier. The proposed HG uses two rotor field excitations, permanent magnet (PM) and wound field (WF). Voltage and power control of the HG is facilitated via the machine WF energized by a brushless exciter. Further, the HG employs a multiphase stator winding that yields improved power density while essentially eliminating the smoothing devices that would otherwise be required. A prototype HG is built and tested to validate the effectiveness of the design.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it