个人简介
王晓博士，现为香港理工大学博士后研究员，长期从事声发射及AI大模型教学、科研与数据处理实践，发表SCI学术论文10余篇，声发射信号后处理软件AEStudio系列软件独立开发者.
AEStudio项目
AEStudio能够根据声发射波形原始文件提取撞击特征参数（计数，累计计数，RA-AF、计数率等）、频谱特征参数（FFT频带分布，梅尔倒频谱MFCC，小波时频分析）、b值（K1，熵，反熵）、分形特征参数（分形维数，Hurst指数、多重分形谱），信息熵，还可以进行RA-AF、荷载数据-AE数据协同时变分析，GMM，kmeans和kmeans++聚类分析，矩张量反演分析，相关的功能会持续更新。
AEStudioPy 于 2025 年 3 月 13 日正式发布。该系列作为 AEStudioX 的功能互补版，专为实时监测应用场景打造，聚焦于原始波形文件处理
1. B站教程
2. CSDN博客
3. 微信公众号：AEStudioX
4. Google Scholar
5. QQ:939326987
AEStudio成就
截止2026年4月，AEStudio 用户数超过 100 名，超过 50 余名初期研究者参加声发射信号处理培训服务。学员来源涵盖多所高校与科研单位，包括：北京理工大学、山东大学、重庆大学、中国矿业大学、中国石油大学、河海大学、北京科技大学、西南交通大学、长安大学、山东科技大学、青岛理工大学、辽宁工程技术大学、西安科技大学、新疆大学、内蒙古科技大学等 20 余所院校.
Personal Profile
Dr. Xiao Wang is currently a postdoctoral researcher at The Hong Kong Polytechnic University. He has long worked on acoustic emission, AI large-model education, research practice, and data processing workflows. He has published more than 10 SCI papers and independently developed the AEStudio series of acoustic emission signal post-processing software.
AEStudio Project
AEStudio extracts impact feature parameters from original acoustic emission waveform files, including counts, cumulative counts, RA-AF, count rate, and other indicators. It also supports spectral feature parameters such as FFT band distribution, Mel-frequency cepstral coefficients (MFCC), and wavelet time-frequency analysis, as well as b-value indicators such as K1, entropy, and reverse entropy.
The software can also compute fractal feature parameters such as fractal dimension, Hurst exponent, multifractal spectrum, and information entropy. It supports RA-AF analysis, load-data and AE-data coupled time-varying analysis, GMM, kmeans and kmeans++ clustering, and moment tensor inversion. Related functions will continue to be updated.
AEStudioPy was officially released on March 13, 2025. As a complementary product to AEStudioX, it is designed for real-time monitoring scenarios and focuses on original waveform file processing.
1. Bilibili tutorial
2. CSDN blog
3. WeChat official account: AEStudioX
4. Google Scholar
5. QQ: 939326987
AEStudio Achievements
As of April 2026, AEStudio has more than 100 users, and more than 50 early-stage researchers have participated in acoustic emission signal processing training services. Trainees come from over 20 universities and research institutions, including Beijing Institute of Technology, Shandong University, Chongqing University, China University of Mining and Technology, China University of Petroleum, Hohai University, University of Science and Technology Beijing, Southwest Jiaotong University, Chang'an University, Shandong University of Science and Technology, Qingdao University of Technology, Liaoning Technical University, Xi'an University of Science and Technology, Xinjiang University, and Inner Mongolia University of Science and Technology.
