Transport Phenomena in Polymers: Problem Set
Problem 1: The Power of Molecular Weight (Momentum Transfer)
Problem Statement
Two grades of polystyrene (PS) are used in injection molding:
- PS-100: Molecular weight M = 100,000 g/mol, viscosity η = 1,000 Pa·s at 200°C
- PS-300: Molecular weight M = 300,000 g/mol, viscosity η = ?
For entangled polymers, viscosity follows: \(\eta \propto M^{3.4}\)
a) Calculate the viscosity of PS-300
b) Which grade requires more injection pressure? By what factor?
c) Why might you still choose the high-MW grade despite processing difficulty?
Solution
Part (a): Viscosity of PS-300
Using the scaling law:
\[\frac{\eta_2}{\eta_1} = \left(\frac{M_2}{M_1}\right)^{3.4}\]
Substituting values:
\[\frac{\eta_2}{1000} = \left(\frac{300,000}{100,000}\right)^{3.4} = 3^{3.4} = 46.6\]
\[\boxed{\eta_2 = 46,600 \text{ Pa·s}}\]
Part (b): Injection Pressure Comparison
Injection pressure is proportional to viscosity (for same flow rate):
\[\boxed{\text{PS-300 requires 46.6× more pressure!}}\]
Part (c): Why Choose High-MW Grade?
Higher MW gives better mechanical properties (strength, toughness, impact resistance) — worth the processing challenge for structural parts.
Key Insight: Small changes in molecular structure cause HUGE changes in transport properties
Problem 2: Glass Transition and Three Transport Properties
Problem Statement
Poly(methyl methacrylate) (PMMA, aka Plexiglass) has Tg = 105°C. Below are properties at two temperatures:
| Property |
At 25°C |
At 150°C |
Units |
| Viscosity η |
1012 |
104 |
Pa·s |
| Thermal diffusivity α |
0.10 |
0.12 |
mm²/s |
| O₂ diffusivity D |
10-14 |
10-9 |
m²/s |
a) Calculate the ratio of properties (high T / low T) for each transport property
b) Which property is most sensitive to temperature crossing Tg?
c) Explain physically why mass transfer shows the largest change
Solution
Part (a): Property Ratios
- Viscosity: \(\frac{10^4}{10^{12}} = 10^{-8}\) → viscosity decreases by 100 million times!
- Thermal diffusivity: \(\frac{0.12}{0.10} = 1.2\) → increases by 20%
- O₂ diffusivity: \(\frac{10^{-9}}{10^{-14}} = 10^{5}\) → increases by 100,000 times!
Part (b): Most Sensitive Property
\[\boxed{\text{Viscosity is most sensitive (10}^8\text{ change), followed by mass diffusivity (10}^5\text{)}}\]
Part (c): Physical Explanation
- Below Tg: Chains are frozen → O₂ molecules must squeeze through tiny static gaps (very slow)
- Above Tg: Chains wiggle constantly → O₂ "hops" through dynamic free volume (much faster)
- Heat transfer: Phonon vibrations work even in glassy state → less dramatic change
- Momentum transfer: Viscosity depends on chain entanglement relaxation → extremely sensitive to mobility
Key Insight: Tg is a "transport property cliff" — small temperature change, massive property change
Problem 3: Polymer Membrane for Food Packaging (Mass Transfer)
Problem Statement
You're designing a chip bag. Oxygen causes staleness. Two polymer options:
| Polymer |
Thickness (mm) |
O₂ Permeability P (cm³·mm/m²·day·atm) |
| LDPE |
0.05 |
8,000 |
| EVOH |
0.01 |
5 |
Outside air: 21% O₂ (0.21 atm), Inside bag: 0% O₂ initially
Bag area: 0.1 m²
a) Calculate oxygen flux (cm³/day) through each material
b) If 10 cm³ of O₂ makes chips taste stale, how long until staleness for each?
c) Why is EVOH barrier layer so thin compared to LDPE?
Solution
Part (a): Oxygen Flux
Using Fick's Law through membranes:
\[J = P \cdot A \cdot \frac{\Delta p}{L}\]
LDPE:
Area conversion: 0.1 m² = 1000 cm²
\[J_{LDPE} = 8000 \times 0.1 \times \frac{0.21}{0.05} = 800 \times 4.2\]
\[\boxed{J_{LDPE} = 3,360 \text{ cm}^3/\text{day}}\]
EVOH:
\[J_{EVOH} = 5 \times 0.1 \times \frac{0.21}{0.01} = 0.5 \times 21\]
\[\boxed{J_{EVOH} = 10.5 \text{ cm}^3/\text{day}}\]
Part (b): Time to Staleness
\[t = \frac{\text{Critical O}_2}{\text{Flux}}\]
\[\boxed{t_{LDPE} = \frac{10}{3360} = 0.003 \text{ days} = 4 \text{ minutes (useless!)}}\]
\[\boxed{t_{EVOH} = \frac{10}{10.5} = 0.95 \text{ days} = 23 \text{ hours}}\]
Part (c): Why Thin EVOH Layer?
EVOH has 1600× lower permeability than LDPE! Even at 1/5 the thickness, it's still 320× better barrier. EVOH is expensive, so we use thin layers in multilayer films (LDPE/EVOH/LDPE structure).
Key Insight: Material selection trumps geometry for mass transfer applications
Problem 4: Viscous Heating in Extrusion (Coupled Heat + Momentum)
Problem Statement
Molten polyethylene (PE) is extruded through a die:
- Viscosity: η = 500 Pa·s
- Shear rate: \(\dot{\gamma}\) = 100 s⁻¹
- Density: ρ = 800 kg/m³
- Specific heat: cp = 2000 J/(kg·K)
a) Calculate the viscous heat generation rate per unit volume
b) If no heat is removed, how fast does temperature rise?
c) Why is this a problem in polymer processing?
Solution
Part (a): Viscous Heat Generation Rate
Viscous dissipation rate:
\[\dot{q}''' = \eta \dot{\gamma}^2\]
\[\dot{q}''' = 500 \times (100)^2 = 500 \times 10,000\]
\[\boxed{\dot{q}''' = 5,000,000 \text{ W/m}^3 = 5 \text{ MW/m}^3}\]
Part (b): Temperature Rise Rate
Temperature rise rate (adiabatic):
\[\frac{dT}{dt} = \frac{\dot{q}'''}{\rho c_p}\]
\[\frac{dT}{dt} = \frac{5,000,000}{800 \times 2000} = \frac{5,000,000}{1,600,000}\]
\[\boxed{\frac{dT}{dt} = 3.1 \text{ °C/s} = 186 \text{ °C/min}}\]
Part (c): Processing Problems
- PE degrades above ~300°C → quality issues
- Non-uniform temperature → non-uniform viscosity → uneven flow
- Thermal expansion → dimensional instability
Solution: Die cooling channels to remove heat!
Key Insight: Momentum transfer (shear) GENERATES heat → must solve coupled transport equations
Problem 5: Drug Delivery Patch (Time-Dependent Mass Transfer)
Problem Statement
A transdermal nicotine patch releases drug through a polymer membrane:
- Membrane thickness: L = 0.1 mm = 10⁻⁴ m
- Nicotine diffusivity in polymer: D = 5×10⁻¹² m²/s
- Initial concentration in patch: C₀ = 100 mg/mL = 100 kg/m³
- Skin surface: C = 0 (perfect sink)
a) Calculate the diffusion time constant through the membrane
b) What is the steady-state flux?
c) After how long does release rate drop to 1% of initial?
Solution
Part (a): Diffusion Time Constant
\[\tau = \frac{L^2}{D}\]
\[\tau = \frac{(10^{-4})^2}{5 \times 10^{-12}} = \frac{10^{-8}}{5 \times 10^{-12}}\]
\[\boxed{\tau = 2000 \text{ s} = 33 \text{ minutes}}\]
This is how long to reach steady-state diffusion!
Part (b): Steady-State Flux
Steady-state flux (Fick's Law):
\[J = D \frac{C_0 - 0}{L} = 5 \times 10^{-12} \times \frac{100}{10^{-4}}\]
\[J = 5 \times 10^{-12} \times 10^6\]
\[\boxed{J = 5 \times 10^{-6} \text{ kg/(m}^2\cdot\text{s)} = 5 \text{ mg/(m}^2\cdot\text{s)}}\]
Part (c): Long-Term Release
For depletion from a finite reservoir (patch runs out), the time depends on patch volume and area. Patches are designed to maintain steady release for hours to days by using thick reservoirs or rate-controlling membranes.
Key Insight: Polymer selection controls drug release kinetics → "programmable" mass transfer
Problem 6: Reptation and Polymer Processing (Advanced)
Problem Statement
For entangled polymer chains, the reptation time (time for chain to escape its "tube") is:
\[\tau_{rep} = \frac{L^4}{D} \propto M^3\]
where L is chain length and D is self-diffusion coefficient.
Polystyrene samples:
- PS-50: M = 50,000 g/mol, τrep = 0.1 s
- PS-200: M = 200,000 g/mol, τrep = ?
a) Calculate reptation time for PS-200
b) In extrusion at 1000 s⁻¹ shear rate, which sample "sees" steady flow?
c) What happens if processing time < reptation time?
Solution
Part (a): Reptation Time for PS-200
Using scaling:
\[\frac{\tau_2}{\tau_1} = \left(\frac{M_2}{M_1}\right)^3\]
\[\frac{\tau_2}{0.1} = \left(\frac{200,000}{50,000}\right)^3 = 4^3 = 64\]
\[\boxed{\tau_{rep} = 6.4 \text{ s}}\]
Part (b): Steady vs. Elastic Flow
Processing time scale = \(1/\dot{\gamma}\) = 1/1000 = 0.001 s
Deborah Number (compares relaxation to process time):
\[De = \frac{\tau_{rep}}{t_{process}}\]
- PS-50: De = 0.1/0.001 = 100 → elastic behavior
- PS-200: De = 6.4/0.001 = 6400 → highly elastic
\[\boxed{\text{Neither sample is in steady viscous flow! Both behave elastically.}}\]
Part (c): Consequences of Fast Processing
When process time < relaxation time:
- Chains can't relax → store elastic energy
- Die swell: Extrudate expands exiting die (stored stress releases)
- Melt fracture: Surface instabilities at high rates
- Orientation "frozen in": Affects final part properties
Key Insight: Molecular relaxation time determines processing behavior → connects molecular dynamics to macro transport
Summary: The Big Picture
| Transport |
Molecular Origin |
Polymer Example |
Key Equation |
| Momentum |
Chain entanglement |
Viscosity ∝ M3.4 |
τ = η·γ̇ |
| Heat |
Phonons + chain wiggling |
k changes at Tg |
q = -k∇T |
| Mass |
Free volume hopping |
Permeability in films |
J = -D∇C |
All three are controlled by the same thing: molecular mobility