The invention relates to the technical field of
metallurgy, discloses a direct-current power supply
arc stability control method based on a submerged arc furnace, and solves the problems of logic limitation and insufficient matching in the prior art. The instantaneous value and the change rate of the
arc resistance are calculated by collecting
arc voltage, arc current and
electrode position signals in real time; constructing a
cathode spot drift
feature recognition model, and extracting a high-frequency fluctuation component of 10kHz-100kHz in the instantaneous value of the resistance to be matched with a preset feature spectrum so as to recognize a drift state;
voltage and
current compensation values are generated by adopting a
model prediction control algorithm introducing a
drift coefficient, and output parameters of the direct-current power supply are cooperatively adjusted and controlled in combination with multiple dimensions. The control method provided by the invention can accurately capture and inhibit the specific
cathode spot drift of the
direct current arc, reduce the arc fluctuation and arc breaking phenomena, improve the
smelting stability, and reduce the invalid
energy consumption and
electrode loss, and is suitable for the
arc stability control of the
direct current power supply of the submerged arc furnace.