How to Compare Polymer Uses from Supplied Property Data

A polymer sample survives a strong pulling force in the laboratory, but cracks when you bend it into a lid. Another sample stretches easily without breaking, yet loses its shape when heated.

A polymer sample survives a strong pulling force in the laboratory, but cracks when you bend it into a lid. Another sample stretches easily without breaking, yet loses its shape when heated. Which polymer should a manufacturer choose?

You might pick the one with the highest tensile strength. That sounds sensible until you realise that a strong polymer is not necessarily flexible, heat-resistant, or suitable for repeated bending.

To compare polymer uses from supplied property data, start with what the product must do. Identify the essential properties, eliminate materials that fail those requirements, and choose between the remaining candidates using the measured evidence. Then explain how molecular structure and processing could account for the results, without assuming they prove a particular structure.

We’ll follow an illustrative laboratory investigation in which three candidate polymers compete to make a transparent hinged cover. The measurements are invented for teaching, not published properties of commercial plastics.

01Why the strongest polymer might be the wrong choice

Suppose a manufacturer needs a transparent cover for a small electrical enclosure. The cover must be strong enough to withstand a short pulling force, survive repeated opening, and resist deformation when the enclosure becomes warm.

The first investigation measures tensile strength.

The original experiment: pulling a polymer until it breaks

A tensile testing machine holds a narrow polymer specimen between two grips.

The specimen has wider ends for gripping and a narrower central section where deformation is measured. This shape is often called a dog-bone specimen.

The lower grip holds one end. The upper grip moves away at a controlled rate, placing the specimen under tension.

A force sensor measures how strongly the machine is pulling. Two marks on the narrow section, or a suitable extension sensor, allow the change in length to be measured.

The machine records force and extension as the specimen stretches, eventually reaching its maximum force and breaking.

What should this test tell us?

A larger breaking force might suggest that a material is stronger. However, there is a problem: a thick specimen can withstand more force than a thin specimen made from the same polymer.

We need to account for the original cross-sectional area.

The engineering tensile stress is

\[ \sigma=\frac{F}{A_0} \]

where:

  • \(\sigma\) is engineering tensile stress, measured in megapascals (MPa).
  • \(F\) is the applied tensile force, measured in newtons (N).
  • \(A_0\) is the original cross-sectional area, measured in square millimetres (\(\text{mm}^2\)).

Since \(1\text{ MPa}=1\text{ N/mm}^2\), these units make the calculation straightforward.

The maximum engineering stress recorded during the test is the tensile strength. It describes the greatest engineering tensile stress reached under those testing conditions.

We can also calculate the percentage elongation at break:

\[ \varepsilon_b= \frac{L_b-L_0}{L_0}\times100\% \]

Here, \(L_0\) is the original gauge length, \(L_b\) is the gauge length immediately before fracture, and \(\varepsilon_b\) is the percentage elongation at break.

Tensile strength tells us about resistance to pulling failure. Elongation at break tells us how far the specimen extends before breaking under that test.

Neither measurement, by itself, tells us whether a hinge will survive hundreds of bending cycles.

Worked example: Calculate the tensile properties of a polymer strip

A polymer specimen has an original width of \(6.0\text{ mm}\), thickness of \(2.0\text{ mm}\), and gauge length of \(25.0\text{ mm}\).

During testing, the maximum tensile force is \(516\text{ N}\). Immediately before fracture, the gauge length is \(38.75\text{ mm}\).

Calculate the tensile strength and percentage elongation at break.

Step 1

\[ \begin{aligned} A_0&=w\times t\\ &=6.0\times2.0\\ &=12.0\text{ mm}^2 \end{aligned} \]

Here, \(w\) is the width and \(t\) is the thickness.

Step 2

\[ \begin{aligned} \sigma_{\max}&=\frac{F_{\max}}{A_0}\\ &=\frac{516}{12.0}\\ &=43.0\text{ MPa} \end{aligned} \]

The tensile strength is \(43.0\text{ MPa}\).

Step 3

\[ \begin{aligned} \Delta L&=L_b-L_0\\ &=38.75-25.0\\ &=13.75\text{ mm} \end{aligned} \]

Step 4

\[ \begin{aligned} \varepsilon_b&=\frac{13.75}{25.0}\times100\%\\ &=55.0\% \end{aligned} \]

The specimen extended by 55% of its original gauge length before breaking.

This suggests considerable capacity for extension during a single tensile test. It does not establish that the material will survive repeated folding, because repeated bending is a different loading condition.

02The failed prediction: high tensile strength does not guarantee a durable hinge

Now compare three candidates, P, Q, and R.

Each was prepared as a \(2.0\text{ mm}\) thick laboratory sheet. Matching specimens were tested using the same measurement procedures and controlled conditions.

The tensile results were:

PropertyPolymer PPolymer QPolymer R
Tensile strength (MPa)583443
Elongation at break (%)616055

Which polymer would you expect to make the best hinged cover?

Polymer P has the highest tensile strength, so it looks promising if you focus only on pulling failure.

But P breaks after relatively little extension. Q stretches much further, while R falls between the two.

This creates two different predictions:

  • P may be suitable for a rigid part that experiences little bending.
  • Q or R may be better candidates where substantial deformation is required.

These are predictions, not final selections. A single stretch to fracture is not the same as repeatedly bending a hinge.

A useful distinction is that tensile strength, stiffness, and toughness are not interchangeable.

Tensile strength is the maximum engineering tensile stress reached. Stiffness describes resistance to deformation under an applied force. Toughness concerns how much energy a material absorbs before fracture, represented by the area under an appropriate stress-strain curve.

Elongation at break gives useful evidence about deformation, but it is not a complete measurement of toughness.

The sensible next step is to test the demands of the actual product.

03Revising the experiment: test the properties the product needs

The initial tensile experiment has a weakness. It measures one type of failure, while the finished cover must handle several different conditions.

A more useful investigation adds three tests.

1. Repeated bending

A narrow strip is held at one end while a testing mechanism bends its free section through the same angle repeatedly.

The number of cycles is recorded, along with whether a visible crack develops.

All samples must have comparable dimensions and experience the same bending arrangement.

A polymer that stretches substantially before breaking might survive repeated bending, but that must be checked experimentally. Repeated deformation can cause cracking even when a single tensile test shows large elongation.

2. Deformation under load at elevated temperature

A separate strip rests horizontally across two supports inside a temperature-controlled chamber.

A fixed load is applied at the centre. The temperature is raised to \(85^\circ\text{C}\), and the strip is held under the load for 10 minutes.

A displacement sensor measures the downward deflection at the centre.

The measured quantity is the distance the strip bends downward, in millimetres.

A smaller deflection is preferable for this particular cover because it must retain its shape.

This test is not the same as measuring a melting point.

A polymer can deform significantly while remaining solid. Polymer chains and chain segments can rearrange gradually under a sustained load, producing time-dependent deformation known as creep.

It is also important not to confuse this particular deflection measurement with heat deflection temperature (HDT).

HDT is determined using a specified bending stress, heating procedure, and deflection criterion. It is not automatically the maximum safe operating temperature for a manufactured object. The ISO 75-1 test method explicitly distinguishes standardised test results from actual end-use performance.

3. Light transmission

The manufacturer also needs the cover to be transparent enough to see through.

A light source is placed on one side of a sheet. A detector on the opposite side measures transmitted light.

The percentage of incident light transmitted through the material is recorded.

All sheets must have the same thickness and be tested using the same optical procedure.

Otherwise, a difference in transmission could partly reflect thickness rather than material behaviour.

Light transmission alone does not fully describe whether an object looks visually clear. Scattering and haze can also affect how sharply objects are seen through the material.

For this simplified comparison, percentage transmission is the supplied optical requirement.

What did the revised investigation show?

The following results are illustrative. They represent a controlled comparison, not measurements of named commercial polymers.

Measured propertyPolymer PPolymer QPolymer R
Tensile strength (MPa)583443
Elongation at break (%)616055
Light transmitted through a 2 mm sheet (%)917288
Deflection at \(85^\circ\text{C}\), under fixed load after 10 min (mm)1.47.02.3
Visible cracking during 100 bend cyclesCrackedNo crackNo crack

The result challenges the original prediction.

Polymer P is the strongest in tension and has the smallest thermal deflection, but it develops a crack during repeated bending.

Polymer Q survives bending and has the greatest elongation, but it transmits less light and deforms much more at \(85^\circ\text{C}\).

Polymer R is not the strongest, the most extensible, or the most heat-resistant according to these measurements.

Yet it may be the best overall candidate.

This is the central principle of comparing polymer uses: the material with the most impressive individual property is not necessarily the material with the best combination of required properties.

04Molecular structure, processing, and bulk properties are different kinds of evidence

Before making the final selection, we need to separate three ideas that are often mixed together.

Molecular structure: what the polymer chains are like

Polymers contain long molecular chains made from repeating units. The arrangements of those chains help explain their behaviour.

Important structural features include:

  • Branching: Side chains may interfere with close packing of polymer chains.
  • Crystalline regions: Some chain segments form relatively ordered, closely packed regions.
  • Amorphous regions: Chain segments are less regularly arranged.
  • Cross-linking: Covalent bonds can connect different polymer chains, restricting their relative movement.

For otherwise comparable materials, greater restriction of chain movement often increases resistance to some types of deformation. However, it can also reduce the ability to stretch or bend without damage.

These are useful tendencies, not universal rules.

A polymer’s behaviour depends on more than one structural feature.

Think of long polymer chains as cooked spaghetti lying together. They can be tangled, closely packed, or connected at some points.

The analogy helps you picture why moving one chain past another may be difficult.

But polymer chains are not loose pieces of pasta. Their atoms are joined by covalent bonds, neighbouring chains interact through intermolecular forces, and their movement depends strongly on temperature and timescale.

When a polymer stretches, its carbon backbone does not necessarily break. Much of the deformation can involve changes in chain conformation, alignment, and movement between neighbouring chains.

Processing: what happens while the material is manufactured

Two samples made from the same base polymer can have different properties.

Why?

During manufacturing, the material might be stretched, cooled at different rates, or moulded under different conditions.

These processes can change chain orientation, crystallinity, residual stresses, and other features of the finished material.

For example, stretching a polymer film during manufacture can encourage chains to align in the stretching direction.

That can improve certain mechanical properties along that direction without producing the same improvement across the film.

A processed polymer may therefore be anisotropic: its properties depend on the direction in which they are measured.

This is why a data table should tell you whether samples were tested along or across a manufacturing direction when that distinction is relevant.

Bulk properties: what the finished sample actually does

Tensile strength, elongation at break, optical transmission, and measured deflection are bulk properties.

They describe the behaviour of a sample under particular conditions.

The relationship is:

LevelWhat it describesExample
Molecular structureChemical chains and their arrangementBranching, cross-linking, ordered regions
ProcessingHow the material was formedStretching, cooling, moulding
Bulk propertyWhat the prepared sample doesTensile strength, flexibility, transmission
Suitability for useWhether those properties meet a product’s needsSurviving bending while remaining transparent

The key distinction is between using molecular structure to explain a measured property and pretending that the structure has been identified uniquely from that property.

For example, high tensile strength alone does not prove that a polymer has extensive cross-linking. Molecular orientation, crystallinity, reinforcement, and testing conditions may also affect tensile results.

This is similar to the evidence problem in identifying an unknown solid from chemistry data: a measured property can support an explanation without uniquely proving one structure.

05Worked example: Choose a polymer for a transparent hinged cover

A transparent hinged cover must satisfy the following laboratory screening requirements:

  • Maximum tensile force of at least \(400\text{ N}\) in a specimen with an original cross-sectional area of \(12.0\text{ mm}^2\).
  • Light transmission of at least 85% through a \(2.0\text{ mm}\) sheet.
  • Deflection no greater than \(3.0\text{ mm}\) after 10 minutes at \(85^\circ\text{C}\) under the specified load.
  • No visible cracking after 100 bend cycles.

Using the property data for polymers P, Q, and R, determine which material should be selected for further product testing.

Step 1

Rearrange the tensile stress formula:

\[ F_{\max}=\sigma_{\max}A_0 \]

Because \(1\text{ MPa}=1\text{ N/mm}^2\), we can multiply the supplied tensile strengths by the specimen area.

For polymer P:

\[ F_{\max}=58\times12.0=696\text{ N} \]

For polymer Q:

\[ F_{\max}=34\times12.0=408\text{ N} \]

For polymer R:

\[ F_{\max}=43\times12.0=516\text{ N} \]

All three exceed the laboratory threshold of \(400\text{ N}\).

This calculation assumes the tensile strengths apply to the specified specimen preparation and test conditions.

It does not mean these forces are safe continuous operating loads for the finished cover.

Step 2

The cover must transmit at least 85% of incident light.

  • P transmits 91% and passes.
  • Q transmits 72% and fails.
  • R transmits 88% and passes.

Polymer Q is eliminated.

Step 3

The maximum permitted deflection is \(3.0\text{ mm}\).

  • P deflects \(1.4\text{ mm}\) and passes.
  • Q deflects \(7.0\text{ mm}\) and fails.
  • R deflects \(2.3\text{ mm}\) and passes.

P and R remain suitable according to this requirement.

Step 4

Polymer P cracked during the 100-cycle bending test.

Polymer R did not.

Therefore, only R satisfies all four supplied laboratory requirements.

Step 5

Polymer R is the best candidate for further testing because it meets the specified tensile, optical, thermal-deformation, and repeated-bending requirements.

Polymer P has greater tensile strength, but its observed cracking makes it unsuitable for this particular hinged application.

The data do not establish that R is generally the best polymer. They support its selection under the stated requirements and testing conditions.

06A reliable decision method for HSC polymer-property questions

When an exam provides unfamiliar polymer labels and a table of measurements, use the same reasoning as the investigation.

First, identify the application. A rigid protective panel, flexible seal, load-bearing bracket, and repeatedly opened hinge need different combinations of properties.

Next, identify non-negotiable requirements. If the question supplies numerical thresholds, compare every candidate against each threshold. A very high result in one category does not compensate for failing another mandatory condition.

Then, check whether the data are comparable. Look for differences in specimen thickness, processing, testing temperature, duration, direction, and applied load.

Finally, explain the selection. State which polymer satisfies the requirements, support that choice with relevant values, and explain why a tempting alternative fails.

If the data are incomplete, identify the missing test rather than making up a property.

For instance, tensile strength and elongation at break do not establish chemical resistance, electrical insulation performance, impact resistance, long-term creep behaviour, or repeated-bending life.

These require appropriate evidence.

A useful HSC response often follows this pattern:

Polymer R is more suitable for the specified hinged cover because it survives 100 bend cycles without cracking, transmits 88% of incident light, and deflects only 2.3 mm under the stated thermal test. Although polymer P has greater tensile strength, it cracks during repeated bending, so its greater strength does not compensate for failing an essential requirement.

Notice that the explanation connects the property to the job. It does not simply repeat the numbers in the table.

07Questions and solutions

The following questions use additional fictional polymer data. Assume all measurements are reliable and obtained using comparable methods unless a question states otherwise.

Question 1

A manufacturer wants a rigid, transparent window for an instrument casing. The window will not be repeatedly bent during normal operation.

The laboratory screening requirements are:

  • Light transmission of at least 90%.
  • Deflection no greater than \(2.0\text{ mm}\) under the specified \(85^\circ\text{C}\) loading test.

Using the earlier data for polymers P, Q, and R:

a) Identify the most suitable candidate.

b) Explain why the other two candidates do not satisfy the requirements.

c) Can the manufacturer conclude that the selected material is impact-resistant?

Solution 1

Polymer P is the only candidate that satisfies both stated screening requirements.

a) P transmits 91% of incident light, exceeding the 90% minimum. Its thermal deflection is \(1.4\text{ mm}\), below the \(2.0\text{ mm}\) maximum.

b) Polymer Q transmits only 72% and deflects \(7.0\text{ mm}\), failing both requirements. Polymer R transmits 88% and deflects \(2.3\text{ mm}\), also failing both.

c) No conclusion about impact resistance is justified.

The data include tensile, optical, thermal-deformation, and repeated-bending measurements, but no impact test.

P’s cracking during repeated bending is a concern for applications involving flexing. However, it does not independently establish how the material behaves under a sudden impact.

The tempting mistake is to reject P because it was unsuitable for the earlier hinged cover. Suitability depends on the new application, not on a permanent ranking of materials.

Question 2

A polymer strap is manufactured as a stretched film. The stretching process creates a preferred direction within the material.

The finished strap is \(10.0\text{ mm}\) wide and \(1.0\text{ mm}\) thick. It may be installed either parallel or perpendicular to the manufacturing draw direction.

The laboratory selection requirements are:

  • Tensile strength must exceed the engineering stress produced by a short \(300\text{ N}\) pull.
  • Elongation at break must be at least 50%.
  • Both requirements must be satisfied in either possible installation direction.

Two candidate films are tested.

Material and testing directionTensile strength (MPa)Elongation at break (%)
S, parallel to draw direction7018
S, perpendicular to draw direction2695
T, parallel to draw direction4270
T, perpendicular to draw direction3965

a) Calculate the engineering tensile stress produced by the \(300\text{ N}\) force.

b) Determine whether polymer S could meet the requirements by choosing a particular installation direction.

c) Identify the better candidate and explain what the directional results suggest about processing.

Solution 2

Polymer T meets both screening requirements in either direction, while polymer S cannot meet them in both directions simultaneously.

a) The original cross-sectional area is

\[ \begin{aligned} A_0&=10.0\times1.0\\ &=10.0\text{ mm}^2 \end{aligned} \]

The engineering stress under the specified pull is

\[ \begin{aligned} \sigma&=\frac{F}{A_0}\\ &=\frac{300}{10.0}\\ &=30.0\text{ MPa} \end{aligned} \]

The tensile-strength screening threshold is therefore \(30.0\text{ MPa}\).

b) Polymer S cannot meet both requirements in either orientation.

Parallel to the draw direction, S has a tensile strength of \(70\text{ MPa}\), exceeding the required \(30.0\text{ MPa}\).

However, it has only 18% elongation at break, below the required 50%.

Perpendicular to the draw direction, S has 95% elongation at break, satisfying the elongation requirement.

But its tensile strength is only \(26\text{ MPa}\), below the required \(30.0\text{ MPa}\).

Rotating the strap changes which requirement it fails. It does not eliminate the problem.

c) Polymer T satisfies both requirements in both directions.

Its tensile strengths are \(42\text{ MPa}\) and \(39\text{ MPa}\), both greater than \(30.0\text{ MPa}\).

Its elongations at break are 70% and 65%, both greater than 50%.

The results also suggest that S is more strongly direction-dependent than T.

Alignment of polymer chains during manufacturing is one possible explanation for the directional differences. However, the tensile measurements alone do not uniquely establish the underlying molecular arrangement.

The tempting approach is to choose S because its maximum reported tensile strength is \(70\text{ MPa}\). That ignores both the elongation requirement and the direction in which the load acts.

These measurements justify T as the better laboratory candidate. They do not establish its long-term performance under a sustained \(300\text{ N}\) load.

Question 3

A manufacturer investigates a polymer called K.

Two processing routes are available:

  • Route A uses one controlled cooling procedure.
  • Route B uses a different cooling procedure.

Both routes begin with the same base polymer formulation, but they produce different finished properties.

A second candidate, L, is manufactured using a separate, fixed process.

All three products are tested as \(2.0\text{ mm}\) sheets.

PropertyK, route AK, route BL
Tensile strength (MPa)514844
Light transmission (%)917987
Deflection at \(85^\circ\text{C}\) (mm)4.12.22.7
Visible cracking after 100 bendsNoNoNo

The proposed application requires:

  • Tensile strength of at least \(40\text{ MPa}\).
  • Light transmission of at least 85%.
  • Thermal deflection no greater than \(3.0\text{ mm}\).
  • No visible cracking during 100 bend cycles.

a) Identify which tested product satisfies all requirements.

b) A student claims that polymer K is suitable because route A provides 91% transmission while route B provides \(2.2\text{ mm}\) thermal deflection. Explain the flaw in this reasoning.

c) Does the evidence prove that polymer K can never be suitable? Propose an investigation that would test this possibility.

Solution 3

Only material L, under the tested processing conditions, satisfies every supplied requirement. The data do not prove that polymer K is fundamentally unsuitable.

a) L has:

  • Tensile strength of \(44\text{ MPa}\), above the required \(40\text{ MPa}\).
  • Light transmission of 87%, above the required 85%.
  • Thermal deflection of \(2.7\text{ mm}\), below the maximum \(3.0\text{ mm}\).
  • No visible cracking after 100 bends.

It passes all four screening requirements.

K produced using route A fails the thermal-deformation requirement because \(4.1\text{ mm}\) exceeds \(3.0\text{ mm}\).

K produced using route B fails the optical requirement because 79% is below 85%.

b) The student’s argument combines measurements from two different processed products.

Route A and route B are alternative manufacturing conditions. Their results cannot be treated as though the same finished sheet possesses the best property from each route.

That would require evidence that one processing procedure could produce both properties in the same material.

The supplied table contains no such result.

c) The evidence does not prove that every possible processing condition for K will fail.

It shows only that the two tested processing routes fail to meet the complete requirement set.

A suitable investigation would vary the relevant processing conditions in controlled steps while keeping the base formulation, specimen geometry, and testing methods consistent.

For each resulting processing condition, matching specimens would be tested for tensile strength, light transmission, thermal deflection, and repeated bending.

The aim would be to establish whether any single processing condition produces a sheet that meets all four requirements.

This is a more defensible conclusion than saying polymer K is unsuitable in every form.

Different cooling histories can influence internal arrangement and therefore bulk properties. However, the results do not identify which structural change caused the observed differences.

The key misconception is assuming that properties belong only to the chemical name of a polymer. For a manufactured product, processing conditions form part of the evidence.

Question 4

Two polymers, U and V, are proposed for a hinged cover that may remain warm for extended periods.

An initial laboratory comparison measures deflection under a constant load at \(85^\circ\text{C}\) after 10 minutes.

A revised test measures deflection under the same load after 120 minutes.

The results are:

PropertyPolymer UPolymer V
Deflection after 10 min (mm)1.22.2
Deflection after 120 min (mm)4.02.7
After the 120-min test and cooling: repeated-bending resultCracks during cycle 60Survives 100 cycles

The product must remain under the specified load at \(85^\circ\text{C}\) for two hours before being opened repeatedly.

Its screening requirements are:

  • Deflection no greater than \(3.0\text{ mm}\) after the two-hour period.
  • No visible cracking during 100 subsequent bending cycles.

a) Calculate the additional deflection between 10 and 120 minutes for each polymer.

b) Select the better candidate.

c) Explain why the initial 10-minute results could produce a misleading prediction.

d) Does the result establish that polymer U melts at \(85^\circ\text{C}\)?

Solution 4

Polymer V is the better candidate because it meets the requirements after the full thermal exposure and subsequent bending test.

a) The additional deflection is calculated by subtracting the earlier reading from the later reading.

For U:

\[ \begin{aligned} \Delta d_U&=4.0-1.2\\ &=2.8\text{ mm} \end{aligned} \]

For V:

\[ \begin{aligned} \Delta d_V&=2.7-2.2\\ &=0.5\text{ mm} \end{aligned} \]

Here, \(\Delta d\) represents the additional downward deflection between the two measurements.

U undergoes a further \(2.8\text{ mm}\) of deflection, while V undergoes only \(0.5\text{ mm}\).

b) V satisfies both requirements.

After 120 minutes, its deflection is \(2.7\text{ mm}\), below the \(3.0\text{ mm}\) maximum.

It also survives the subsequent 100 bending cycles without visible cracking.

U deflects \(4.0\text{ mm}\) after 120 minutes and cracks during cycle 60, failing both requirements.

c) The original 10-minute test makes U appear preferable because its initial deflection is smaller.

However, the actual product must withstand a sustained load for two hours.

Polymers can exhibit time-dependent deformation under load. Consequently, the ranking after a short test may differ from the ranking after a longer test.

The subsequent bending results also show that properties measured on fresh specimens are not necessarily sufficient to predict behaviour after thermal exposure.

d) The results do not establish that U melts at \(85^\circ\text{C}\).

The observed deformation may occur while the polymer remains solid.

Long-term deformation under a sustained load is consistent with creep, although the data do not prove a unique microscopic mechanism.

A melting conclusion would require appropriate thermal evidence.

The deeper problem with the original comparison is that it tests the right general property under the wrong timescale.

Question 5

A manufacturer needs a single-piece transparent polymer cover.

Every production lot must satisfy all three laboratory requirements:

  • Maximum tensile force of at least \(400\text{ N}\) in the specified tensile test.
  • Light transmission of at least 85%.
  • Thermal deflection no greater than \(3.0\text{ mm}\) under the specified test.

All covers are \(2.0\text{ mm}\) thick and manufactured with the same target geometry.

Two candidate polymers, X and Y, are available.

Three production lots of each polymer are tested. The results for each lot come from matching specimens manufactured under that lot’s processing conditions. Separate specimens are used for destructive tests.

All six lots also pass an identical repeated-bending test.

Production lotMaximum tensile force (N)Light transmission (%)Thermal deflection (mm)
X1600782.0
X2550883.5
X3380942.3
Y1475872.7
Y2460892.8
Y3450862.9

Assume that the results are reliable and representative of the tested lots, and that the manufacturer must use one tested processing route rather than combining sheets or measurements from different routes.

An engineer calculates the average results for each polymer and recommends X.

Their reasoning is that X has a higher average maximum tensile force than Y, while its average light transmission and average deflection both satisfy the stated limits.

a) Calculate the mean maximum tensile force, light transmission, and thermal deflection for X.

b) Determine whether any tested production lot of X meets every requirement.

c) Determine whether the tested production lots of Y meet every requirement.

d) Evaluate the engineer’s recommendation. Explain why a comparison based on average property values can give the wrong answer even when every measurement and calculation is correct.

e) Can the results establish that X can never meet the requirements? Describe the strongest justified conclusion and a suitable next experimental step.

Solution 5

Polymer Y is the only candidate with demonstrated compliance across all three tested production lots. Polymer X has satisfactory average values, but none of its individual tested lots satisfies the complete set of requirements.

a) Calculate the mean results for X.

Mean maximum tensile force:

\[ \begin{aligned} \bar F_X&=\frac{600+550+380}{3}\\ &=510\text{ N} \end{aligned} \]

Mean light transmission:

\[ \begin{aligned} \bar T_X&=\frac{78+88+94}{3}\\ &\approx86.7\% \end{aligned} \]

Mean thermal deflection:

\[ \begin{aligned} \bar d_X&=\frac{2.0+3.5+2.3}{3}\\ &=2.6\text{ mm} \end{aligned} \]

Here, the bars indicate arithmetic means, and the subscripts identify polymer X.

These means appear acceptable:

  • \(510\text{ N}\) exceeds \(400\text{ N}\).
  • 86.7% exceeds 85%.
  • \(2.6\text{ mm}\) is below \(3.0\text{ mm}\).

So the engineer’s arithmetic is correct.

b) None of the tested X lots satisfies every requirement.

Consider each lot separately.

Lot X1: The maximum force is \(600\text{ N}\), and thermal deflection is \(2.0\text{ mm}\), so those requirements are met. But light transmission is only 78%, below the required 85%.

Lot X2: The maximum force is \(550\text{ N}\), and transmission is 88%. However, thermal deflection is \(3.5\text{ mm}\), exceeding the permitted \(3.0\text{ mm}\).

Lot X3: Light transmission is 94%, and thermal deflection is \(2.3\text{ mm}\). But the maximum tensile force is \(380\text{ N}\), below the required \(400\text{ N}\).

Each lot fails a different essential requirement.

c) All three tested Y lots satisfy every supplied requirement.

Y1 has a maximum force of \(475\text{ N}\), transmission of 87%, and deflection of \(2.7\text{ mm}\).

Y2 has a maximum force of \(460\text{ N}\), transmission of 89%, and deflection of \(2.8\text{ mm}\).

Y3 has a maximum force of \(450\text{ N}\), transmission of 86%, and deflection of \(2.9\text{ mm}\).

Each lot meets the three numerical requirements and passes the supplied bending test.

d) The engineer’s recommendation is not supported.

The central mistake is treating averages of separate properties as though they describe one actual manufactured product.

An arithmetic mean can satisfy every requirement even when no individual lot does.

For X, the highest tensile forces, greatest transmissions, and smallest thermal deflections occur in different combinations.

The material with \(600\text{ N}\) tensile force has inadequate optical transmission. The material with 94% transmission has inadequate tensile force. The intermediate lot fails the thermal requirement.

These observations suggest that changes in processing may affect several properties together.

The manufacturer cannot simply transfer the best tensile performance from X1, the transmission from X3, and the thermal behaviour from whichever lot is most convenient into one product.

Likewise, the average values do not establish that a manufactured cover with those average properties actually exists.

That is the conceptual hinge of the problem: meeting each requirement somewhere within a dataset is not the same as meeting all requirements in the same finished material.

The same reasoning explains why averaging is not enough to establish product suitability when multiple limits must hold simultaneously.

e) The evidence does not establish that X can never work.

It establishes that none of the three tested X production lots passes every requirement.

A different processing condition might produce a combination of properties that meets all three limits. The available evidence cannot determine whether such a condition exists.

The strongest justified decision is therefore to select Y for further investigation, because every tested Y lot meets the stated screening requirements, while continuing to investigate X only if there is a practical reason to do so.

A useful next experiment would vary the processing conditions for X systematically and measure all three properties using matching specimens from each newly produced lot.

For Y, additional production trials would assess whether the results remain consistent as manufacturing continues. Measurements from three lots do not guarantee that every future cover will pass.

Finally, the manufacturer should test the finished cover under its actual operating conditions, including temperature, loading duration, repeated movement, and any relevant exposure to chemicals.

The broader lesson is that selecting a polymer is not simply identifying which molecular structure should give the best property. It is testing whether a particular formulation, manufacturing process, and finished geometry produce the complete behaviour required by the application.

That leads naturally to the next experimental decision: once a candidate passes short laboratory tests, investigate how its properties change with processing variability, repeated loading, and time in service.