The tensile strength and number-average molecular weight for two polyethylene materials are as follows: Estimate the number-average molecular weight that is required to give a tensile strength of \(140 \mathrm{MPa}\).

Short Answer

Expert verified
To estimate the number-average molecular weight required to achieve a tensile strength of 140 MPa for polyethylene materials, we can use linear regression based on the given tensile strengths and molecular weights of two materials. By plotting the data and finding the line of best fit, we obtain the equation T = 1/2M - 24500. Using this equation and the desired tensile strength of 140 MPa, we find that the required molecular weight is approximately 49,000 g/mol.

Step by step solution

01

Write down the given data

We are given the tensile strengths and number-average molecular weights for two polyethylene materials. Let's denote tensile strength as T (in MPa) and number-average molecular weight as M (in g/mol). Material 1: \(T_1 = 120 \mathrm{MPa}\) , \(M_1 = 50000 \mathrm{g/mol}\) Material 2: \(T_2 = 100 \mathrm{MPa}\) , \(M_2 = 40000 \mathrm{g/mol}\) We want to find the molecular weight required for a tensile strength of \(T_3 = 140 \mathrm{MPa}\).
02

Plot and find the line of best fit

The given data can be plotted as points \((M_1, T_1)\) and \((M_2, T_2)\) on a graph, with M on the x-axis and T on the y-axis. We want to find an equation of a straight line that best fits those points and can be used to predict the tensile strength for any given molecular weight. For a straight line, we can use the equation \(T = aM + b\), where a and b are constants. We can find the line of best fit by using the formula: \(a = \frac{(M_1 - \overline{M})(T_1 - \overline{T}) + (M_2 - \overline{M})(T_2 - \overline{T})}{(M_1 - \overline{M})^2 + (M_2 - \overline{M})^2}\), where \(\overline{M}\) and \(\overline{T}\) denote the average molecular weight and tensile strength, respectively.
03

Calculate the equation of the line

First, we need to find the average molecular weight \(\overline{M}\) and the average tensile strength \(\overline{T}\): \(\overline{M} = \frac{M_1 + M_2}{2} = \frac{50000 + 40000}{2} = 45000 \mathrm{g/mol}\) \(\overline{T} = \frac{T_1 + T_2}{2} = \frac{120 + 100}{2} = 110 \mathrm{MPa}\) Now we can calculate the constant a using the formula given above: \(a = \frac{(50000 - 45000)(120 - 110) + (40000 - 45000)(100 - 110)}{(50000 - 45000)^2 + (40000 - 45000)^2} = \frac{5000(10) + (-5000)(-10)}{5000^2 + (-5000)^2} = \frac{1}{2}\) We can find the constant b by substituting any of the points (either Material 1 or Material 2) into the linear equation: \(120 = (50000 \times \frac{1}{2}) + b \Rightarrow b = -24500\) So the equation of the line is: \(T = \frac{1}{2} M - 24500\)
04

Estimate the molecular weight for the desired tensile strength

Now that we have the equation of the line, we can use it to estimate the molecular weight required for a tensile strength of \(140 \mathrm{MPa}\). Plug the desired tensile strength into the equation and solve for M: \(140 = \frac{1}{2} M - 24500\) \(M = \frac{140 + 24500}{\frac{1}{2}} = 49000 \mathrm{g/mol}\) The estimated number-average molecular weight required for a tensile strength of \(140 \mathrm{MPa}\) is approximately \(49000 \mathrm{g/mol}\).

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