A nitro compound hydrogenation reaction process, comprising a hydrogenation step, a regeneration step, an optional activation step and a recycling step, which is characterized in that in the hydrogenation step, a nitro compound (especially nitrobenzene) as the reaction raw material is contacted with hydrogen gas and a hydrogenation catalyst in a reactor (referred to as hydrogenation reactor, preferably a fluidized bed reactor) to obtain a reaction product (for example an amino compound, especially aniline) and a spent catalyst, in the regeneration step, the spent catalyst is regenerated in a reactor (referred to as regeneration reactor, preferably a fluidized bed reactor) to obtain a regenerated catalyst, in the optional activation step, the regenerated catalyst is activated in a reactor (referred to as activation reactor, preferably a fluidized bed reactor) to obtain an activated catalyst, in the recycling step, the regenerated catalyst and/or the activated catalyst are recycled (preferably recycled with a lifting pipe) to the hydrogenation step, wherein there exists at least one step of degassing the spent catalyst (referred to as hydrogenation degassing step) between the hydrogenation step and the regeneration step, and (1) in the case that the activation step exists, there exists at least one step of degassing the regenerated catalyst (referred to as first regeneration degassing step) between the regeneration step and the activation step, optionally there exists at least one step of degassing the activated catalyst (referred to as activation degassing step) between the activation step and the recycling step, and optionally there exists at least one step of degassing the regenerated catalyst (referred to as second regeneration degassing step) between the regeneration step and the recycling step, or (2) in the case that the activation step is absent, there exists at least one step of degassing the regenerated catalyst (referred to as third regeneration degassing step) between the regeneration step and the recycling step.