Online fault detection method for digital microfluidic biochip on basis of reinforcement learning
A technology of reinforcement learning and digital microfluidics, which is applied to the analysis of materials and instruments, and can solve problems such as difficult experimental requirements and droplet control
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[0041] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention.
[0042] see figure 1 , figure 1It is a schematic flowchart of an online fault detection method for a digital microfluidic biochip based on reinforcement learning provided by an embodiment of the present invention. Specifically, the fault online detection method of the digital microfluidic biochip based on reinforcement learning may include the following steps:
[0043] S101. Based on the grid method, the undirected graph method in graph theory and chip constraints, establish a mathematical model of the digital microfluidic chip.
[0044] In the embodiment of the present invention, the grid method divides the working environment into units and represents them with squares of equal size. The electrodes are calibrated as small grids one by one, and the experimental and test dro...
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