Muhammad Ramadhani Fitriawan
Papers
4
Total Citations
10
H-Index
2
About
Muhammad Ramadhani Fitriawan is a researcher advancing intelligent manufacturing through computer vision and robotics. His work centers on developing automated, low-cost systems for tool wear monitoring in micro-milling—a critical challenge for precision machining. Fitriawan’s major contribution is the creation of "MicroEye," a modular, 3D-printed online tool wear monitoring system that eliminates the need to detach cutting tools for measurement, a common bottleneck in image-based methods. This innovation enables real-time, in-process wear tracking, reducing machining downtime and improving measurement accuracy. His research integrates image processing, robotic arm manipulators, and digital microscopy (e.g., Dino-Lite) to automate the documentation and measurement of tool wear, moving beyond time-consuming electron microscope techniques. With a total of 10 citations across his most-cited papers (2021–2022), his work has laid a foundation for practical, accessible tool condition monitoring in micro-manufacturing. Fitriawan’s notable achievement includes developing a complete robotic arm manipulator control system for computer vision-based wear monitoring, addressing both mechanical and software aspects. His contributions are particularly valuable for students and researchers exploring cyber-physical production systems, where real-time sensing and automation converge to enhance manufacturing quality and efficiency.
Research Focus
Key Achievements
Top Papers
- 1
- 2
- 3
- 4