Intelligent Quick Structural Safety Screening System based on Neural Network Entropy and Convolution Neural Network

Meeting & Discussion

Taiwan is located on the Pacific Rim Seismic Belt, which is an active area of earthquakes. Due to the threat of earthquakes that has endangered public safety severely, the research team is committed to developing “Structural Safety Quick Screening System,” which is both reliable and efficient. The developed method performs entropy analysis on the microvibration signal of structures and combine the analysis results with artificial intelligence. By building a database through practical measurement and numerical simulation, and the training of neural network in artificial intelligence, this study can not only accelerate the prevailing of structural health monitoring, but also ensure the safety of people.

National Yang Ming Chiao Tung University

National Yang Ming Chiao Tung University (NYCU) was formed in 2021 through the merger of National Yang Ming University and National Chiao Tung University. Located in Hsinchu, Taiwan, NYCU is a leading institution specializing in technology, engineering, medicine, and social sciences. The university is known for its strengths in research and innovation, particularly in areas such as information technology, biomedicine, and artificial intelligence. NYCU fosters interdisciplinary collaboration, global partnerships, and aims to nurture professionals with strong academic foundations and leadership skills to address societal challenges and contribute to technological advancements.