Mechanically Milled Transition Metal Phosphides (M-P) As Anode Materials for Sodium Ion Batteries (M=Ti, Mn, Co, Cu, Zn)
Bibliographic record
Abstract
Introduction Sodium ion batteries are potentially low cost and high energy density battery technology. Phosphorus-based materials are attractive anode materials for sodium ion batteries as they offer high theoretical capacity at low voltages,1,2however they have not been fully explored. In this study, several transition metal phosphides were synthesized and characterized in Na cells. Experimental Stoichiometric amounts of transition metal powders and red phosphorus powders were Spex-milled under Ar atmosphere for different time spans. Electrodes were made with active material, binder (PVDF or PI), carbon black at a ratio of 8:1:1 and dried under vacuum at 120 ℃ overnight. 1M NaPF6in a solution of EC, DEC, FEC (volume ratio 3:6:1) was used as electrolyte and Na foil was used as counter/reference electrode. Cells were cycled between 0.005 V and 1.5 V at a C/40 rate under at 30 °C and 60 °C. X-ray diffraction (XRD) patterns were measured with a Rigaku Ultima IV X-ray diffractometer equipped with a Cu anode X-ray tube and a diffracted beam monochromator. Results and discussion Fig. 1 shows the XRD pattern of synthesized phosphides. All synthesized materials show pure desired phases with little or no impurities by XRD. Fig. 2 shows the voltage curves of ZnP2 and Cu3P electrodes at 30°C. The first sodiation capacities of most materials are much less than their theoretical capacities (listed in Table 1), which might be due to poor kinetics of active materials. Exceptions are ZnP2 and Cu3P, which show first sodiation capacities close to the theoretical values at 30°C. It was observed that increasing the cycling temperature increases the first discharge capacity, but has little effect on reversible capacity. The reversible volumetric capacity of these materials at full sodiation state were calculated based on the molar volume of the M and Na3P phases, and the results are summerized in Table 1. The reversible volumetic capacities of ZnP2 and Cu3P are 744 Ah/L and 922 Ah/L, respectively, which are considerably higher than that of hard carbon (~450 Ah/L). The irreversible capacities and polarization, however, are high for all the synthesized materials, which is typical of conversion reactions. In a conversion reaction, M-P undergoes conversion reaction and forms Na-P phases and M metal upon sodiation. This was confirmed by ex-situ XRD measurements. The ex-situ XRD patterns of fully sodiated and desodiated (discharged to 0.005V then charged to 1.5 V) Cu3P are shown in Fig. 3. Drastic amorphization is observed upon sodiation and the peak intensity of Cu3P decreases, while the peak intensity of Cu increases. After fully chargi, peaks attributed to Cu3P appear again, confirming the reversible conversion reaction. Conclusion Transition metal phosphides were made from mechanical ball-milling and characterized. Conversion reactions occur during the sodiation of the materials. Most of these materials have much lower capacity than the theoretical capacities. ZnP2 and Cu3P have volumetric capacities that exceed that of hard carbon. Figure 1
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".