Artificial Intelligence Application Laboratory
Research Field
Wen-Ren Yang received the B.S. degree in electrical engineering from National Taiwan University of Science and Technology, Taipei, Taiwan, 1998 and the M.S. and Ph.D. degrees in electrical engineering from the University of Missouri-Columbia, MO, USA, in 2002 and 2006, respectively. In 2006, he joined the National Changhua University of Education, Changhua, Taiwan, where he is currently an Associate Professor in the Department of Electrical Engineering. He is also appointed as the director of Artificial Intelligent Application Center, NCUE. His research interests include wavelet transform, neural network, and integrated optics.
Welcome to our dynamic lab, where innovation and expertise converge. We are a passionate team of students specializing in Artificial Intelligence, Machine Learning, and Electrical Engineering. United by our enthusiasm for technology, we tackle groundbreaking projects that redefine the possibilities of our fields. Guided by our experienced supervisor, whose invaluable insights and support help shape our research and projects, and with the mentorship of our dedicated professors, we are well-equipped to explore new technological frontiers. Our mission is to delve deeply into emerging technologies, transform ideas into tangible solutions, and continuously push the boundaries of what's achievable. The project details will be updated on the https://ncue-ee-aial.github.io/Artificial-Intelligence-Application-Laboratory-Website/
Digital Signal Processing & Neural Network Applications
- Short-Time Fourier Transform & Wavelet Transform & Neural Network for Power Quality Analysis
(1) 1 MW battery storage energy system operation prediction
(2) Campus-wide power system frequency stability prediction
(3) Solar power system harmonics analysis & prediction - Wavelet-Neural Networks for Industrial Internet-of-Things (IIoT)
(1) Feature Extraction
(2) System Response Identification
(3) System Status Identification - Wavelet-Neural Networks for Embedded Image Recognition Applications
(1) Feature Extraction
(2) Contour Identification
(3) Object Recognition
1. Digital signal processing and artificial intelligence applications, International Internship Pilot Program (IIPP), National Science & Council, Taiwan, January 2024~2025.
2. Industrial and agricultural IoT applications, Taiwan Experience Education Programs (TEEP), Taiwan-India, Ministry of Education Taiwan, January 2018~2025.
3. Industrial IoT and machine learning applications, University-Industry Collaboration for Small-Medium Enterprises Consulting Projects, Ministry of Economy Taiwan 2018~2021.
4. Small Business Innovation Research (SBIR) session committee. Taichung, Taiwan, 2016~2021.
5. Associate Editor: American Journal of Neural Networks and Applications (AJNNA), 2020~2021.
6. Tool machine vibration monitoring and analysis. Hartford, She-Hong Industrial Co., Industry-Academia-Research Cooperation, 2016~2018.
7. Vice chairman and executive committee, Taiwan Power Electronics Conference & Exhibition, Changhua, Taiwan, Sept. 2016.
8. Vice chairman and executive committee, Symposium on Semiconductor Power Conversion. Changhua, Taiwan, Oct. 2017.
9. Reviewer: ASME Journal of Solar Energy Engineering, IEEE Access, IEEE Transactions on Vehicular Technology, International Journal of Electronics, International Journal of Electrical Engineering, Frontiers of Information Technology & Electronic Engineering, IEEE ISIE, IEEE ICIEA, IEEE ICSSE, IEEE ICIEA, IEEE ICIEA, IEEE MWSCAS.
10. Session chair: IEEE ISIE, IEEE ICIEA, IEEE ICSSE.
- B.S: Electrical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan, 1998
- M.S. and Ph.D.: Electrical Engineering, University of Missouri-Columbia, MO, USA, 2006.
2 Vacancies
Job Description
The interns will be collaborated with Taiwanese graduate or undergraduate capstone project students
Preferred Intern Education Level
Ph. D., Master, or undergraduate students majored in electrical, electronic, or computer engineering
Skill sets or Qualities
Familiar with the following softwares
- Matlab or Python
- C or C++
2 Vacancies
Job Description
The interns will collaborated with Taiwanese graduate or undergraduate capstone project students.
Preferred Intern Education Level
Ph.D. or graduate student
Skill sets or Qualities
Familiar with the following softwares
- Matlab or Python
- C or C++
2 Vacancies
Job Description
The interns will collaborated with Taiwanese graduate or undergraduate capstone project students.
Preferred Intern Education Level
Ph.D. or graduate student
Skill sets or Qualities
Familiar with the following softwares
- Matlab or Python
- C or C++