Lecture 9: Combination of errors

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Presentation transcript:

Lecture 9: Combination of errors

Absolute and relative errors If a resistor has a resistance of 500Ω with a possible error of ±50Ω, this ±50Ω is called an absolute error When the error is expressed as a percentage or as a fraction of the total resistance, it becomes a relative error. For example, 500Ω ± 10%.

Combination of errors The determination of the value of some quantity may require several measurements to be made and their values be inserted into an equation. For example, to calculate the density 𝝆 of a solid, the mass m and volume V of the body can be measured and then the density is calculated as m/V. The mass and volume measurements will each have errors associated with them. How then do we determine the consequential error in the density? The following illustrates how we can determine the worst possible error in such situations.

Errors when adding quantities Consider the calculation of the quantity Z from two measured quantities A and B where Z = A +B If A has an error ±∆A , and B has an error ±∆B, then the worst possible error in Z occurs when the quantities are at the extremes of their error bands and the two errors are both positive or both negative.

Then we have: Z + ∆Z = (A + ∆A) + (B + ∆B), Subtracting one equation from the other gives the worst possible error as ∆Z = ∆A + ∆B. When we add two measured quantities, the worst possible absolute error in the calculated quantity is the sum of absolute errors in the measured quantities.

Example 1 Two resistors with values 100 Ω ± 1% and 80 Ω ± 5% are connected in series. What is the relative error in the total resistance? Solution: Rt = R1 + R2 = 100 + 80 = 180Ω (nominal case with no error) ΔR1 = 0.01*100 = 1Ω ΔR2 = 0.05*80 = 4Ω ΔRt = ΔR1+ ΔR2 = 1 + 4 = 5Ω Relative error of Rt = ΔRt/Rt = (5/180)*100 = 2.8% So, the relative error in the total resistance = ±2.8%

Errors when subtracting quantities If a quantity Z is calculated as the difference between two measured quantities, i.e. Z = A - B, then, the worst possible error is given by Z + ∆Z = (A + ∆A) - (B - ∆B), Z - ∆Z = (A - ∆A) - (B + ∆B). Subtracting the two equations gives the worst possible error as: ∆Z = ∆A + ∆B When we subtract two measured quantities, the worst possible absolute error in the calculated quantity is the sum of absolute errors in the measured quantities.

Example 2 The distance between two points is determined from the difference between two length measurements. If these are 120 ± 0.5 mm and 230 ± 0.5 mm, what will be the error in the distance? Answer: Adding the errors gives the difference as 110 ± 1.0 mm.

Error when multiplying quantities If the quantity Z is calculated as the product of two measured quantities, i.e. Z = AB, then the worst case error in Z occurs when both quantities A and B are at the extremes of their error bands and the errors are both positive or both negative: Z + ∆Z = (A + ∆A)(B + ∆B) = AB + B ∆A + A ∆B + ∆A ∆B → ∆Z = B ∆A + A ∆B + ∆A ∆B

Error when multiplying quantities The errors ∆A and ∆B are assumed to be small compared to the values of A and B so we can neglect the term ∆A ∆B and hence: ∆Z = B∆A + A∆B Dividing by Z gives That is, when we multiply two measured quantities, the worst possible fractional (or percentage) error in the calculated quantity is the sum of the fractional (or percentage) errors in the measured quantities.

Errors when dividing quantities If the calculated quantity is obtained by dividing one measured quantity by another, i.e. Z = A/B, then the worst possible error occurs when we have the quantities at the extremes of their error bands and the error in A is positive and the error in B is negative, or vice versa. Then is,

Using the binomial series we can write this as: Neglecting products of ∆A and ∆B and writing A/B as Z, gives: Hence: The worst possible fractional (or percentage) error in a quantity calculated by dividing two measured quantities is the sum of the fractional (or percentage) errors in the measured quantities.

Rules of error calculation When measurements are added or subtracted, the resulting worst absolute error is the sum of the absolute errors. When measurements are multiplied or divided, the resulting worst percentage error is the sum of the percentage errors.

Example 3 Calculate the maximum % error in the sum and the difference of two measured voltages: V1= 100V ± 1% and V2 = 80V ± 5%. Solution: Let the sum S = V1 + V2 = 180V. (nominal case with no error) Let the difference D = V1 - V2 = 20V. (nominal case with no error) Absolute error ΔV1 = 0.01*100 = 1V Absolute error ΔV2 = 0.05*80 = 4V Absolute error in the sum ΔS = ΔV1 + ΔV2 = 5V Relative error in the sum ΔS/S = (5/180)*100 = 2.8% (acceptable) Absolute error in the difference ΔD = ΔV1 + ΔV2 = 5V Relative error in the difference ΔD/D = (5/20)*100 = 25% (very high value → unacceptable. The difference should be avoided).

Example 4 The potential difference across a resistor is measured as 2.1±0.2 V and the current through it is measured as 0.25± 0.01 A. What will be the error in the resistance? Answer: The % error in the voltage reading is (0.2/2.1) x 100% =9.5% The current reading is (0.01/0.25) x 100% = 4.0%. Thus the percentage error in the resistance = 13.5%. Since we have R = V/I = 8.4Ω and 13.5% of 8.4 is 1.1, then the resistance is 8.4 ± 1.1Ω.

Example 5 The cross-sectional area A of a wire is to be determined from a measurement of the diameter d, being given by The diameter is measured as 2.5±0.1 mm. What will be the error in the area?

Answer The percentage error in d2 will be twice the percentage error in d. Since the % error in d is ±4%, the % error in d2 (and hence A) is ±8%. Since (1/4)πd2 = 4.9 mm2 and 8% of this value is 0.4 mm2, the area is quoted as 4.9 ± 0.4 mm2.

Example 6 A 820Ω resistor with an accuracy of ±10% carries a current of 10mA. The current is measured by an analog ammeter on a 25mA range with an accuracy of ±2% of the full scale. Calculate the voltage across this resistor and power dissipated in it and determine the accuracy of your results.

Answer Nominally, V = IR = 10mA x 820Ω = 8.2V P = I2R = (10mA)2 *820Ω = 82 mW % error in R = ±10% Absolute error in I = ±2% of 25mA (full scale) = ±0.5mA % error in I = ±( 0.5/10)*100= ±5% % error in V = IR = (% error in I)+ (% error in R) = ±15% % error in P = I2R = 2 x (% error in I) + (% error in R) = ±20%