Root Mean Square (RMS) Calculator
RMS = √((Σxᵢ²)/n): for 3 and 4 it is √12.5≈3.54.
- A 230 V mains supply peaks at 230√2≈325 V — quadratic mean with steps shown.
Figures are estimates from this calculator’s standard formula — adjust the inputs in the tool below for your exact number.
How the RMS Calculator Works
The root mean square squares first, averages, then roots back — weighting large magnitudes more than a plain average. For 3 and 4: squares are 9 and 16, average 12.5, root ≈ 3.536, larger than the arithmetic mean 3.5 because squaring punishes the 4. Its killer application is alternating current: a 230 V RMS sine wave actually swings to 230×√2 ≈ 325.3 V peak, and RMS is the DC-equivalent that produces the same heating in a resistor, so a 230 V RMS supply powers a 2300 W kettle exactly like 230 V DC would. For a pure sine wave RMS = peak/√2 = 0.7071×peak. The calculator lists each square, the mean of squares, and the final root, plus a peak↔RMS converter for sinusoids and a note that RMS ≥ arithmetic mean for any data set with equality only when all values match.
- 1
Enter your samples
Data values or instantaneous measurements
- 2
Square each one
Every xᵢ² is shown — negatives become positive
- 3
Average the squares
Sum them and divide by n
- 4
Take the square root
The result is the quadratic mean, RMS
Use Cases
Electrical Engineering
230 V RMS ↔ 325 V peak conversions for mains and audio
Vibration Analysis
Compare machine vibration severity via RMS velocity
Error Metrics
RMSE scores forecasts: √(mean squared error)
Tips
- 1
Sine wave: RMS = peak/√2 ≈ 0.707 × peak
- 2
RMS ≥ arithmetic mean, equality only for identical values
- 3
Squaring makes RMS ignore sign — ideal for AC waveforms
Common Mistakes
Averaging absolute values instead of squares — that is the mean absolute, not RMS
Using peak voltage in power formulas; P = V²rms/R needs RMS
Forgetting the final square root and reporting 12.5 for the 3,4 example
Applying the /√2 shortcut to non-sinusoidal (square, sawtooth) waves
FAQs
What is the RMS of 3 and 4?
What peak voltage is 230 V RMS?
Why does engineering use RMS for AC?
Is RMS the same as standard deviation?
RMS of a square wave?
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