埼玉大学 工学部 応用化学科 松川研究室HiMat-Chemical Engineering

“Electric Field Simulation” and “AI” Hybrid Electrostatic Inkjet Printing Characteristic Prediction Model

Electrostatic inkjet is a microfabrication and microdeposition manufacturing technology that generates small droplets from the nozzle tip within an electrostatic field applied at high voltage and deposits them onto a substrate. However, the width of the printed droplets is significantly influenced by process and experimental parameters such as the electric field and material properties. Printing characteristics have been determined primarily through empirical methods. This research introduces convolutional neural networks, commonly used in imag