Optimization and Scale Up

Scale-up preserves the controlling dimensionless group rather than a single dimension, because geometric, mixing and heat-transfer requirements cannot all be held constant at once; the engineer decides which criterion (e.g. constant P/V) governs.

Key formulas & points

Skim these first — then read the full notes below.

  • Pilot data cannot scale linearly for every phenomenon at once
  • Heat removal, not mixing, often limits exothermic-reactor scale-up
  • Use correlations (e.g. Wilke-Chang) for property scale-up

Topic details

Introduction

This topic addresses moving from pilot to plant scale and optimising the result. You identify the rate-limiting phenomenon (mixing, heat transfer, or reaction), choose a similarity criterion to hold constant during scale-up, and recognise that specific surface area falls as size grows, which usually makes heat removal the binding constraint for exothermic processes.

Key relations & formulas

Geometricsimilarity:D2D1=(V2V1)(13)Geometric similarity: \frac{D_{2}}{D_{1}} = (\frac{V_{2}}{V_{1}})^(\frac{1}{3})
(same-shape vessels)
Damko¨hlernumberDa=reactionratetransportrateDamköhler number Da = reaction \frac{rate}{transport} rate
(scale-up criterion)

Formulas (Indian textbook notation)

  • PVheldconstantforagitatedreactorsatequalmixingintensity\frac{P}{V} held constant for agitated reactors at equal mixing intensity

Notation and sign conventions

Relation 1 —
Geometricsimilarity:D2D1=Geometric similarity: \frac{D_{2}}{D_{1}} =
Geometricsimilarity:D2D1=(V2V1)(13)Geometric similarity: \frac{D_{2}}{D_{1}} = (\frac{V_{2}}{V_{1}})^(\frac{1}{3})
(same-shape vessels)
Write this relation with symbols exactly as in Peters Timmerhaus Plant Design — Standard reference before substituting numbers. Examiners award partial marks for a correct setup even when arithmetic slips.
Relation 2 —
Damko¨hlernumberDa=reactionratetransportrateDamköhler number Da = reaction \frac{rate}{transport} rate
Damko¨hlernumberDa=reactionratetransportrateDamköhler number Da = reaction \frac{rate}{transport} rate
(scale-up criterion)
Write this relation with symbols exactly as in Peters Timmerhaus Plant Design — Standard reference before substituting numbers. Examiners award partial marks for a correct setup even when arithmetic slips.
Relation 3 —
PVheldconstantforagitatedreactorsatequalmixingintensity\frac{P}{V} held constant for agitated reactors at equal mixing intensity

Formulas (Indian textbook notation)

  • PVheldconstantforagitatedreactorsatequalmixingintensity\frac{P}{V} held constant for agitated reactors at equal mixing intensity
Write this relation with symbols exactly as in Peters Timmerhaus Plant Design — Standard reference before substituting numbers. Examiners award partial marks for a correct setup even when arithmetic slips.

Concept in depth

When a vessel is enlarged, volume grows with the cube of a length while surface area grows only with the square, so the surface-to-volume ratio shrinks — the root cause of most scale-up trouble. Heat generation scales with volume but heat removal with surface, so a reaction comfortably cooled in the lab can run away at plant scale. Because you cannot simultaneously keep power per volume, tip speed, and Reynolds number constant, scale-up chooses the single criterion tied to the controlling mechanism: constant P/V for blend-limited duties, constant tip speed for shear-sensitive systems. Dimensionless groups like Damköhler encode the competition between reaction and transport.

Assumptions and validity limits

State assumptions explicitly before using any relation for optimization and scale up — steady state, uniform properties, linear elastic material, ideal gas, incompressible flow, etc., as applicable.
Wrong assumptions invalidate the entire solution even when the formula is correct. In Plant Design & Economics viva and GATE descriptive questions, listing valid assumptions often earns separate marks.

Step-by-step problem approach

1. Read the question and list given data with SI units (common in Plant Design & Economics papers).
2. Draw a neat labelled diagram where applicable — examiners in Indian universities award diagram marks even when arithmetic slips.
3. Identify which relation from this topic applies to optimization and scale up.
4. Use equation 1:
Geometricsimilarity:D2D1=Geometric similarity: \frac{D_{2}}{D_{1}} =
.
5. Use equation 2:
Damko¨hlernumberDa=reactionratetransportrateDamköhler number Da = reaction \frac{rate}{transport} rate
.
6. Substitute values, compute, and verify units and sign (direction).
7. State conclusion in one line — e.g. safe/unsafe, stable/unstable, feasible/infeasible.

Applications & exam relevance

Optimization and Scale Up appears in project feasibility studies. In Indian chemical curricula this topic is tested because it connects theory to PFD, costing, and profitability.
GATE and semester exams often combine optimization and scale up with earlier units — revise prerequisites before attempting mixed problems.
Industry interview panels sometimes ask: "Where did you use optimization and scale up?" — answer with a lab, mini-project, or plant visit example if possible.

Common mistakes in exams

Students scale linearly (ignoring the square-cube law), assume mixing is always limiting when heat removal usually is, and try to hold several similarity criteria constant at once. Not stating which criterion is fixed makes a scale-up answer meaningless.

Quick revision checklist

Before attempting optimization and scale up problems, confirm you can:
1. Pilot data cannot scale linearly for every phenomenon at once
2. Heat removal, not mixing, often limits exothermic-reactor scale-up
3. Use correlations (e.g. Wilke-Chang) for property scale-up
Revise the solved examples in Peters Timmerhaus Plant Design — Standard reference and one previous-year GATE or university paper for this unit.

Worked examples

Try the problem first — open the solution when you are ready to check.

Geometric scale-up factor

Problem

A pilot reactor of 0.5 m³ is scaled to 4 m³ keeping geometric similarity. By what factor does a linear dimension increase?

Solution

D₂/D₁ = (V₂/V₁)^(1/3) = (4/0.5)^(1/3) = 8^(1/3) = 2. Every linear dimension doubles, but surface area only quadruples while volume grows eightfold.

Conceptual check — Optimization and Scale Up

Problem

In a Plant Design & Economics semester or GATE paper you are asked: "State the main assumption, the governing relation, and one practical consequence of optimization and scale up." What should a complete answer include?

Exams & GATE

State the similarity criterion used — geometric, kinematic, or dynamic.

📖 Standard books (India)

  • Peters Timmerhaus Plant DesignStandard reference

    Read: Syllabus unit

    Referenced in Indian B.Tech syllabus