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Answers for “为什么独立的不确定性是按平方和开根号相加而不是简单相加?”

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Understand why

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Independent uncertainties are added in quadrature because they represent random effects that can push a measurement up or down. If the effects are random and independent, their combined influence is neither always cancelling nor always additive.

Conditions: The two uncertainty effects are random.; The two effects are independent from one another.; The combination is modeled by a perpendicular geometric construction.

Find a method

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For addition and subtraction, the absolute uncertainties of the inputs combine in quadrature. The plus or minus signs in the formula do not matter because they are squared in the propagation equation, resulting in the same rule for both operations.

Conditions: The derived quantity is a sum or difference of two measured variables (z=±x±yz = \pm x \pm y).; The variables xx and yy are independent measured quantities.

Know when to use it

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You can sometimes ignore the smaller relative uncertainty when one measurement is much more accurate, relatively speaking, than the other. In this case, the combined relative uncertainty is approximately equal to the larger one, and the more accurate measurement behaves as if it were an exact constant.

Conditions: The comparison is between relative uncertainties.; One measurement is much more accurate relative to the other.; The approximation is acceptable for the intended level of precision.

Find a method

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When both mass and velocity are measured, the uncertainty in kinetic energy is found by adding the two uncertainty sources in quadrature. You compute the partial derivative of kinetic energy with respect to each variable, multiply each derivative by the corresponding absolute uncertainty, square those terms, sum them, and take the square root.

Conditions: The kinetic energy formula is K=12mv2K = \frac{1}{2}mv^2.; Both mass mm and velocity vv carry independent absolute uncertainties δm\delta m and δv\delta v.; The uncertainties are small enough for a first-order linear approximation.

Meet the concept

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On a two-variable surface, partial derivatives represent the slopes of the tangent plane in the coordinate directions. The partial derivative with respect to xx is the slope along the xx-direction, and the partial derivative with respect to yy is the slope along the yy-direction.

Conditions: The surface is locally smooth enough to have a tangent plane.; The variables are distinguished as xx and yy.