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As an example, when analyzing a simple projectile motion with initial horizontal velocity in Newtonian mechanics, I'm enabled to decompose the projectile motion into the vertical and horizontal components of velocity. But if I'm only interested in the speed at some time, I can also use work–energy principle to avoid the difficult elaborate calculation.

Note that the kinetic energy is in term of $v^2$ rather than $v$, and the formula for kinetic energy is derived without Pythagorean theorem (which implies the two needn't to be consistent). So if Pythagorean theorem is not in its now form, does kinetic energy no more follows an algebraic summation, and we can no more decompose a motion?

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To answer the question in your title, resolution of vectors into unique components depends only (1) on the fact of the vector space over the underlying field; as long as one has a basis (any $N$ linearly independent vectors where $N$ is the space's dimension), unique resolution of a vector into components with respect to this basis is defined.

However, notions of work require the vector space to be an inner product space where the inner product is a bilinear form (a function $\langle\cdot,\,\cdot\rangle:V\times V\to\mathbb{R}$ linear in both its arguments) where $\langle X,\,X\rangle>0$ when $X\neq0$ and $\langle X,\,X\rangle=0\Leftrightarrow X=0$ and, for any such bilinear form, we can always choose a basis where a vector's length is given by the Pythagorean formula. So, in effect, the Pythagorean formula needfully accompanies the structure needed to define work meaningfully. In curved space - a Riemannian manifold - the tangent spaces are all inner product spaces (this is the definition of a Riemannian manifold) and so even there the Pythagorean formula holds locally: we can always diagonalize a nonsignatured metric at any particular point to the Pythagorean form.

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I have a hard time understanding your question, but energy and power are independent of any transformations performed on the coordinate frame that you use.

Consider a particle with mass $m$ and velocity $\dot{\bar{x}}_1=[\dot{x}_1\ \dot{y}_1]^\top$ in coordinate frame $X_1$.

Consider a secondary frame $X_2$, aligned with the absolute velocity of the same particle. The velocity of the particle in this frame is $\dot{\bar{x}}_2=[\dot{x}_2\ \dot{y}_2]^\top$ with $\dot{x}_2 = \sqrt{\dot{x}_1^2 + \dot{y}_1^2}$ and $\dot{y}_2 = 0$.

The kinetic energy is

$$E = \frac{1}{2}m\left(\dot{x}_1^2+ \dot{y}_1^2\right)=\frac{1}{2}m\left(\dot{x}_2^2 + \dot{y}_2^2\right)$$

Fill in the equations and you'll see that they are the same.

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  • $\begingroup$ So the problem comes when you are saying $\dot{x}_2 = \sqrt{\dot{x}_1^2 + \dot{y}_2^2}$ which tacitly used the Pythagorean theorem and so they're coincidentally consistent $\endgroup$
    – YiFei
    Commented Sep 11, 2015 at 11:41
  • $\begingroup$ I don't understand your question. I just used the Pythagorean theorem as mathematical tool. You could rotate your frame with any angle, compute the new velocity components and use those to calculate the energy. You'll see that the energy is exactly the same. You don't "need" Pythagoras. $\endgroup$ Commented Sep 11, 2015 at 11:48
  • $\begingroup$ In a word, is the square in velocity in KE expression just coincide with Pythagorean theorem? $\endgroup$
    – YiFei
    Commented Sep 11, 2015 at 13:12
  • $\begingroup$ @YiFei: The appearance is accidental because you are using an orthogonal coordinate system. The same formula, when expressed in non-orthogonal coordinates would not look like the Pythagorean one. $\endgroup$
    – CuriousOne
    Commented Sep 11, 2015 at 14:20

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