D’isum Inc. has been conducting research and field testing on fault prediction using the analysis of spectrum distribution in machine vibration data. Recently, our Chief Analyst, Sana Talmoudi, Ph.D., with our CEO Tetsuya Kaneda, Ph.D., collaborated with Professor Yasuhisa Hira from the Robotics Department of the Faculty of Engineering at Tohoku University to publish a research paper on failure prediction.
You can download it from here.