The invention discloses a closed-
loop control digital microfluidic
system and a method thereof, and relates to the technical field of
microfluidics, and the method comprises the following steps: initializing a digital
microfluidic chip electrode array, setting an
electrode spacing, an
electrode size and a
voltage upper limit, collecting a no-load state
signal, and generating initial reference data; liquid drops are formed at the preset position of the digital micro-fluidic
chip, and according to the initial reference data, the initial position, the volume and the form information of the liquid drops are collected, and a
liquid drop initial state
data set is generated; inputting the initial state
data set of the
liquid drop into a pre-trained closed-loop prediction model, performing
kinetic analysis and trajectory prediction calculation, generating an expected motion trajectory of the
liquid drop, and comparing the expected motion trajectory with the real-time state data flow of the liquid drop to generate deviation feedback data of the liquid drop; and dynamically adjusting the initial driving
voltage parameter according to the droplet deviation feedback data to generate a closed-loop driving
voltage sequence. The liquid drop
trajectory control precision is improved, and motion errors caused by environmental disturbance and electrode response differences are reduced.