A power consumption measurement assembly includes: at least two sampling modules respectively connected to a circuit to be measured in series; a gating module configured to gate one of the at least two sampling modules; an amplifying module configured to acquire and amplify a voltage signal across the gated sampling module; and a processing module connected to the gating module and the amplifying module and configured to: control and adjust the gated sampling module and an amplification of the amplifying module, calculate a power consumption value based on the amplified voltage signal and transmit the power consumption value.