Cathode Active Material & Precursor Manufacturing calculator
Particle Size Distribution Yield Calculator
Particle-size distribution (PSD) yield is the fraction of classified CAM or precursor powder that falls inside the D10/D50/D90 window the process spec demands. Tap density, electrode coating uniformity, and rate capability all hinge on a tight PSD, so process and quality engineers track this yield batch by batch on co-precipitation, milling, and air-classification lines. A low PSD yield means powder is being re-classified, blended down, or scrapped, which directly erodes throughput and material cost. The gap-to-target figure tells you how many percentage points of classifier or precipitation tuning still stand between you and the qualification spec.
What this calculator does
- Calculate the share of CAM or precursor powder that meets the specified D10, D50, D90, fines, or oversize particle-size window after milling and classification.
- Use it when particle size distribution yield in cathode active material and precursor manufacturing needs a clean rate and gap-to-target you can put on a tier board.
- It computes the percentage of sampled powder mass that meets the PSD specification, then how many points that yield sits below your target.
Formula used
- Particle-size distribution yield = powder within PSD specification ÷ total powder classified or sampled × 100
- PSD yield gap to target = target PSD yield - particle-size distribution yield
Inputs explained
- Powder within PSD specification:
- Total powder classified or sampled:
- Target PSD yield:
How to use the result
- Use it after classification, milling, or co-precipitation when you have weighed the in-spec fraction against the total mass sampled or classified.
- A mass-based pass/fail yield says nothing about where out-of-spec powder lands on the curve — fines that can be re-blended and oversize that must be re-milled both count as the same 'reject' here.
Common questions
- How do you calculate PSD yield for cathode powder? Divide the powder mass within the PSD specification by the total powder mass classified or sampled, then multiply by 100. With 8 kg in spec out of 250 kg sampled, PSD yield is 8 / 250 x 100 = 3.2%.
- What is a good PSD yield for CAM or precursor powder? Mature NMC precursor and CAM classification lines typically run 90-98% in-spec by mass once D50 and span are dialed in. A result like 3.2% signals a classifier cut-point or precipitation problem, not normal variation — the gap to a 95% target is 91.8 points.
- What does the PSD yield gap to target mean? It is target yield minus actual yield in percentage points. At a 95% target and 3.2% actual, the gap is 91.8 points — that many points of in-spec fraction you must still recover through classifier, agitation, or seeding changes.
- Why is my PSD yield so low? Common causes are a mis-set air-classifier cut point, agglomeration in co-precipitation, wrong sampling location, or a spec window narrower than the process can hold. Confirm the in-spec mass was weighed against the correct total before reacting.
- Is PSD yield the same as overall process yield? No. PSD yield only counts whether particle size meets spec. Overall yield also folds in moisture, impurity, and tap-density rejects, so PSD yield is usually higher than total first-pass yield.
Last reviewed 2026-05-12.