東京理科大学 工学部工業化学科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