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Root Mean Square (RMS) Calculator

Quick answer

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

RMS = √((x₁² + x₂² + … + xₙ²)/n)

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. 1

    Enter your samples

    Data values or instantaneous measurements

  2. 2

    Square each one

    Every xᵢ² is shown — negatives become positive

  3. 3

    Average the squares

    Sum them and divide by n

  4. 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?

√((9+16)/2) = √12.5 ≈ 3.536.

What peak voltage is 230 V RMS?

230×√2 ≈ 325.3 V peak for a sinusoidal supply.

Why does engineering use RMS for AC?

It equals the DC voltage delivering the same power: a 230 V RMS source heats a resistor identically to 230 V DC.

Is RMS the same as standard deviation?

Almost — SD subtracts the mean first. RMS about zero equals SD of zero-mean data.

RMS of a square wave?

The RMS equals the peak (no √2 factor): a ±5 V square wave is 5 V RMS.