Dimensional analysis in physics is based on the idea that only commensurable quantities can be added, subtracted, equated or otherwise compared. The five dimensions which appear in dimensional analysis are: length, time, mass, temperature and electric charge (or current, if you prefer).
I am well acquainted with how to use dimensional analysis. However, it recently occurred to me that I am not quite certain of the origin of the above five physical dimensions and why they are incommensurate.
What, then, determines the existence of a particular physical dimension? Is it an empirical question? It must be to some extent, because the dimension of say electric charge was not apparent before this phenomenon was discovered.
Is it purely an empirical question? Could we somehow discover that two quantities, say length and mass, which are thought to be incommensurate could somehow be commensurable? It seems obvious that they are not commensurable, but I do not know how to prove it.
It should be noted that there are quantities, energy and torque for example, which do have the same physical dimension, but which might superficially appear incommensurate since they refer to seemingly different quantities. Thus, I think that just because two quantities "obviously" seem to refer to different phenomena, one cannot necessarily conclude that they are incommensurate.