Low core loss of non-Si quaternary Fe83.3B8P8Cu0.7 nanocrystalline alloy with high <i>Bs</i> of 1.7 T
Bibliographic record
Abstract
The effect of replacement Si by P on the soft magnetic and structural properties of nanocrystalline Fe-Si-B-P-Cu alloys has been investigated. The nanocrystalline Fe83.3SiXB8P8−XCu0.7 (X = 0, 2, 4, 6) alloy ribbons consist of precipitated α-Fe phase and residual amorphous phase, and initial permeability of these alloy ribbons are enhanced with decreasing Si content. In particular, the nanocrystalline Fe83.3B8P8Cu0.7 (X = 0) alloy has both low core loss of 1.4 W/kg at 1.0 T – 50 Hz and high saturation magnetic flux density of 1.70 T. In addition, this alloy exhibits the most favorable nanocrystalline structure containing the homogeneously precipitated α-Fe grains with 14 nm in mean diameter. Therefore, it can be concluded that the soft magnetic properties and nanostructure of Fe-Si-B-P-Cu alloys are strongly affected by Si and P content. The Fe83.3B8P8Cu0.7 alloy with low core loss and high saturation magnetic flux density compared with a Fe amorphous alloy is suitable for a magnetic core material in electronic devices such as transformers, inductors and motors.
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How this classification was reachedexpand
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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".