Short Answer
Absolute error is the difference between the true value and the measured value of a quantity. It shows the exact amount of error in measurement.
Relative error is the ratio of absolute error to the true value. It shows how large the error is compared to the actual value, usually expressed as a fraction or percentage.
Detailed Explanation:
Absolute and Relative Error
Absolute Error
Absolute error is defined as the difference between the actual (true) value and the measured value of a quantity. It gives the exact magnitude of error without considering its direction. It is always taken as a positive value.
Mathematically, it can be written as:
Absolute Error = |True Value − Measured Value|
For example, if the actual voltage is 100V and the measured value is 98V, then the absolute error is 2V. This means the measurement differs from the true value by 2 volts.
Absolute error is useful because it directly tells how much error is present in a measurement. However, it does not indicate how significant this error is in comparison to the actual value.
In electrical engineering, absolute error is important when we need to know the exact difference in measurements, such as in voltage, current, or resistance calculations.
Relative Error
Relative error is the ratio of the absolute error to the true value of the quantity. It gives an idea of how large the error is compared to the actual value. It is usually expressed in fraction or percentage form.
Mathematically, it can be written as:
Relative Error = Absolute Error / True Value
If expressed in percentage:
Percentage Error = (Absolute Error / True Value) × 100
For example, if the absolute error is 2V and the true value is 100V, then the relative error is 0.02 or 2%.
Relative error is more useful than absolute error when comparing the accuracy of different measurements. It helps in understanding the quality of measurement in relation to the actual value.
In electrical engineering, relative error is commonly used to evaluate the performance of measuring instruments and systems.
Difference and Importance
The main difference between absolute and relative error is that absolute error shows the actual difference, while relative error shows the proportion of error with respect to the true value.
Absolute error is simple and easy to calculate, but it does not give a complete idea of accuracy. Relative error provides a better understanding because it considers the size of the true value.
Both types of errors are important in measurement. Engineers use them to analyze accuracy, compare results, and improve measurement techniques.
By knowing both absolute and relative error, engineers can select better instruments and reduce measurement mistakes in practical applications.
Conclusion
Absolute error and relative error are important concepts in measurement. Absolute error shows the exact difference between true and measured values, while relative error shows the size of this error in comparison to the true value. Both are essential for improving accuracy and reliability in electrical engineering measurements.