Optimized allocation of scooter battery swapping station under demand uncertainty (MOST 108-2218-E-224-004-MY3), 2019/07/01~2022/06/31, National Science and Technology Council, Project Leader.

Identification of environmental microorganism using optimally fine-tuned convolutional neural network (CMU110-MF-112), 2021/08/01~2022/01/31, CMU on-campus project, Project Leader.

Research project on the connection between site planning and local creation (MOST 109-2410-H-005-036), 2020/08/01~2021/07/31, Ministry of Science and Technology, co-host, 677,000.

Marine debris identification based on deep learning neural network and optimization technology (MOST 109-2813-C-224-004-E), 2020/07/01~2021/02/28, project leader, junior college student of the Ministry of Science and Technology Research special projects, 48,000.

Indoor self-propelled vehicle autonomous detection and purification air quality system (MOST 109-2813-C-224-006-E), 2020/07/01~2021/02/28, project leader, research topic for college students of the Ministry of Science and Technology Project, 48,000.

The Chinese Institute of Environmental Engineering 2021 Environmental Information and Planning Management Seminar Seminar Outstanding Paper Award: "Recycling waste classification using optimized convolutional neural network", Wei-Lung Mao, Wei-Chun Chen, Chien-Tsung Wang, Yu-Hao Lin

Guide students to participate in the 2021 Yunchuang Cup Smart Life Innovation Application Competition and enter the finals

In 109, the Ministry of Science and Technology subsidized colleges and universities to reward special talents

Guide students to participate in the 2020 Smart Ocean Hackathon (Haikeathon) competition and enter the finals

Guide students to participate in the 2020 National Colleges and Universities Industry-Academic Innovation Implementation Competition (Green Technology Group) and enter the finals