The zeroth law of thermodynamics involves a transitivity relation (pairwise
between three objects) expressed either in terms of equal temperature' (ET), or in equilibrium’ (EQ) conditions. In conventional thermodynamics conditional
on vanishingly weak system-bath coupling these two conditions are commonly
regarded as equivalent. In this work we show that for thermodynamics at strong
coupling they are inequivalent: namely, two systems can be in equilibrium and
yet have different effective temperatures. A recent result \cite{NEqFE} for
Gaussian quantum systems shows that an effective temperature can be
defined at all times during a system’s nonequilibrium evolution, but because of
the inclusion of interaction energy, after equilibration the system’s is
slightly higher than the bath temperature , with the deviation
depending on the coupling. A second object coupled with a different strength
with an identical bath at temperature will not have the same
equilibrated temperature as the first object. Thus for strong
coupling thermodynamics. We then investigate the conditions for dynamical
equilibration for two objects 1 and 2 strongly coupled with a common bath ,
each with a different equilibrated effective temperature. We show this is
possible, and prove the existence of a generalized fluctuation-dissipation
relation under this configuration. This affirms that in equilibrium' is a valid and perhaps more fundamental notion which the zeroth law for quantum thermodynamics at strong coupling should be based on. Only when the system-bath coupling becomes vanishingly weak that temperature’ appearing in thermodynamic
relations becomes universally defined and makes better physical sense.

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