Batch calculation · W-Make Recipe

Glass batch calculation: from oxide composition to batch weights.

Glass batch calculation converts the target oxide composition into raw material weights, using the analyses of the raw materials. Loss on ignition, moisture and cullet all have to be included. W-Make Recipe does this calculation and keeps every recipe version.

Recipe and oxide balance

As you change the weights, the preview recalculates cost, redox, working point and oxide balance. The result goes out as print, PDF or Excel.

Recipe editor with ingredients, live preview and oxide balance
Captured in a demo copy. All values are demo data. W-Make Recipe's editor is shown in its German interface.Open image at full size

How batch calculation works

The starting point is the composition of the glass in oxides, for example SiO₂, Na₂O and CaO. Each oxide has to come from a raw material. Soda ash supplies Na₂O, limestone supplies CaO, and both release CO₂ during melting. That is why the batch weighs more than the glass it produces. This loss of mass is called loss on ignition.

Worked example, simplified

We need the weights for 72 kg SiO₂, 13 kg Na₂O and 11 kg CaO, so 96 kg of oxides. The raw materials are assumed to be pure and dry here.

Raw materialsuppliesOxide share in raw materialWeight
Silica sand (SiO₂)72 kg SiO₂100%72.0 kg
Soda ash (Na₂CO₃)13 kg Na₂O58.5%22.2 kg
Limestone (CaCO₃)11 kg CaO56.0%19.6 kg
Total96 kg oxides113.9 kg

113.9 kg of batch yields 96 kg of glass. The remaining 17.9 kg escapes as CO₂.

What makes the calculation laborious in practice

  1. 01

    Impure raw materials

    Real raw materials supply several oxides. Dolomite brings CaO and MgO, feldspar Al₂O₃ and alkalis. Change one quantity and the balance shifts in several places.

  2. 02

    Varying analyses

    Each delivery can be composed slightly differently. The calculation is only as good as the analysis behind it.

  3. 03

    Moisture

    At the scale, weight includes moisture. The glass calculation uses dry mass.

  4. 04

    Cullet

    Cullet brings its own oxides and has hardly any loss on ignition. A high cullet share therefore changes the weights of all other raw materials.

What W-Make Recipe brings to it

Oxide balance

Oxides from ingredient masses, R₂O and RO totals, melting loss and SO₃ budget, with a live preview while editing.

Target composition

From an oxide target profile and the available raw materials, a solver (NNLS) proposes the quantities. Tolerances can be set per oxide.

Viscosity and glass physics

T2, T4, Tg and liquidus after Lakatos, a Vogel-Fulcher-Tammann viscosity curve and a comparison curve after Fluegel.

Redox and durability

Redox after Dietzel, hydrolytic class after Vogel, acid resistance to DIN 12116, and a plausibility check against a container-glass target profile.

Versions

Every save creates a version. Several versions can be compared side by side for ingredients, oxides and physics.

Output

Print, PDF and Excel, with an oxide table comparing actual and target. Deviations above 1% are marked in red.

Where the calculation is not enough

Calculated properties are model values from published regressions. They help compare recipes but do not replace a lab analysis or a trial at the furnace. W-Make Recipe is geared to container glass.

Frequently asked questions

+How do you calculate a glass batch?

You set the target oxide composition and divide each oxide quantity by that oxide's share in the raw material. That gives the weight. With raw materials supplying several oxides, this becomes a system of equations that software solves faster and more reliably.

+What is loss on ignition?

Loss on ignition is the share of mass that escapes as gas during melting, mainly CO₂ from soda ash, limestone and dolomite. That is why the batch weighs more than the glass it produces.

+How is cullet included?

Cullet is calculated like a raw material with its own oxide analysis. In W-Make Recipe it forms its own raw material group alongside purchased and in-house material.

+Can the software start from a target composition?

Yes. You set the oxide target profile and the available raw materials, and the solver proposes the quantities. You can then adjust the result by hand and save it as a version.

Further reading

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