Yao-Yang Tsai

Title: Yao-Yang Tsai: Innovator in Machining Technology

Introduction

Yao-Yang Tsai is a prominent inventor based in Kaohsiung, Taiwan. He has made significant contributions to the field of machining technology, holding a total of 7 patents. His innovative work focuses on automating machining processes, enhancing efficiency and precision in manufacturing.

Latest Patents

One of Yao-Yang Tsai's latest patents is the "Machining Parameter Automatic Generation System." This system includes a geometric data capturing module, a feature recognition learning network, and a machining parameter learning network. The geometric data capturing module captures the geometric shape of a workpiece to generate a candidate feature list. The feature recognition learning network trains this list using a first neural network model to obtain an applicable feature list. Subsequently, the machining parameter learning network trains the applicable feature list and candidate machining parameters using a second neural network model to derive an applicable machining parameter. This parameter is then utilized to generate a machining program, which is read by a machine tool for processing.

Another notable patent is the "Calibration Method and Automation Machining Apparatus Using the Same." This method is applicable for an automation machining apparatus and involves building a first stereoscopic characteristic model corresponding to an object. It includes obtaining a stereoscopic image of the object and constructing a second stereoscopic characteristic model based on this image. By comparing the two models, at least one error parameter is obtained, which is then used to calibrate the machining parameters of the automation machining apparatus.

Career Highlights

Yao-Yang Tsai is affiliated with the Industrial Technology Research Institute, where he continues to develop innovative solutions in machining technology. His work has significantly impacted the efficiency and accuracy of manufacturing processes.

Collaborations

He collaborates with notable colleagues such as Jay Huang and Ko-Shyang Wang, contributing to advancements in their field through teamwork and shared expertise.

Conclusion

Yao-Yang Tsai's contributions to machining technology through his patents and collaborative efforts highlight his role as a key innovator in the industry. His work continues to influence the future of automated machining processes.