Question 3 of 6: Molecular-Weight Averages and Variance from Fractionation
Nivaar worked solution (AI-drafted; not reviewed by a licensed engineer)
Notes on this paper
Paper format: Open-book, 3 hours; six numbered problems of equal value (20 points each), of which five constitute a complete paper (only the first five in the answer book are marked). All six problems are solved below so the set is complete for study.
Reference texts: Odian, Principles of Polymerization (4th ed., Wiley) — chain-growth & living/anionic kinetics, molecular-weight distributions; Rudin & Choi, The Elements of Polymer Science and Engineering (3rd ed., Academic Press) — dilute-solution rheology, MWD averages, capillary viscometry; Tadmor & Gogos, Principles of Polymer Processing (2nd ed., Wiley) — calendering, injection filling, die flow; Sperling, Introduction to Physical Polymer Science (4th ed., Wiley) — viscoelasticity; Young & Lovell, Introduction to Polymers (3rd ed.) — polyolefin processing; Middleman, Fundamentals of Polymer Processing — power-law tube/runner flow.
Question 3: Molecular-Weight Averages and Variance from Fractionation (20 points)
Given. Six fractions with molecular weights Mi and mole (number) fractions xi as above; monomer M0 = 25 g/mol.
Find. M̄n, M̄w, the number-average variance σn2, and PDI.
Approach. The mole fractions are number fractions, so M̄n is their weighted mean, M̄w weights by mass (i.e. by xiMi), the variance is the second central moment of the number distribution, and PDI is their ratio.
Number-average molecular weight is the mole-fraction-weighted mean:$$\bar M_n=\sum_i x_iM_i=0.1(10^4)+0.2(1.5\times10^4)+0.4(2\times10^4)+0.15(2.5\times10^4)+0.1(3\times10^4)+0.05(3.5\times10^4)=\boxed{20\,500\ \text{g/mol}}$$
Weight-average molecular weight weights each fraction by its mass, i.e. by xiMi:$$\bar M_w=\frac{\sum_i x_iM_i^2}{\sum_i x_iM_i}=\frac{4.60\times10^{8}}{20\,500}=\boxed{22\,439\ \text{g/mol}}$$
Number-average variance is the second central moment of the number distribution:$$\sigma_n^2=\sum_i x_i(M_i-\bar M_n)^2=\sum_i x_iM_i^2-\bar M_n^2=4.60\times10^{8}-(20\,500)^2=\boxed{3.975\times10^{7}\ (\text{g/mol})^2}$$i.e. a standard deviation σn = 6305 g/mol.
Polydispersity follows directly, and satisfies the exact identity $\bar M_w=\bar M_n+\sigma_n^2/\bar M_n$ (a useful check):$$\text{PDI}=\frac{\bar M_w}{\bar M_n}=\frac{22\,439}{20\,500}=\boxed{1.095}\qquad(20\,500+\tfrac{3.975\times10^7}{20\,500}=22\,439\ \checkmark)$$For reference the degree of polymerization is X̄n = M̄n/M0 = 20 500/25 = 820.
Fig. 3 — the number (mole) distribution and the mass-weighted distribution; the weight distribution is shifted to higher M, which is why M̄w > M̄n.