[中原大學薄膜中心成員]

 

鍾文仁 特聘教授

  • 最高學歷：美國康乃爾大學機械博士
  • E-mail： wenren@cycu.edu.tw
  • 現職： 中原大學機械系終身特聘教授

專長：

  • 射出模具設計/製造/成型
  • 模具設計引導系統
  • 規劃排程AI優化
  • CAD/CAM/CAE/CIM
  • 智慧工廠雲端平台

研究項目：

  1. 模具加工場域之iOS數位分身的建構與驗證
  2. 以圖機器學習來探討製造規劃的自動化
  3. MAS在動態零工式排程場域的整合與驗證
  4. 自動化加工特徵辨識與工時預測的整合應用、驗證與學習
  5. 零工式排程之深度強化學習的建構與優化
  6. 2D工程圖之深度學習的整合應用

研究上可能之應用：

  1. 射出模具設計/製造/成型
  2. 規劃排程系統
  3. 智慧製造工廠

榮譽/獲獎：

  • 中原大學研究傑出教師(2018)
  • 中原大學特聘教授 (2015)
  • 中原大學研究傑出教師 (2012)

Selected Publications：

  1. Fu, J. Y., Jong, W. R., Ting, Y. H., & Zhou, Z. W. (2024, Feb). Verification and Learning of Feature Automatic Recognition with Time Prediction for EDM and WEDM. Advances in Science and Technology, 139, 87-93. 本人為通訊作者.
  2. Zhou, Z. W., Yang, H. Y., Xu, B. X., Ting, Y. H., Chen, S. C., and Jong, W. R.* (2023, Dec). Prediction of Short-Shot Defects in Injection Molding by Transfer Learning.. Applied Sciences, 13(23), 12868. 本人為通訊作者.
  3. Lin, Y. H.*, Ting, Y. H., Huang, Y. C., Cheng, K. L., and Jong, W. R. (2023, Aug). Integration of Deep Learning for Automatic Recognition of 2D Engineering Drawings. Machines, 11(8), 802.
  4. Zhou, Z. W., Jong, W. R.*, Ting, Y. H., Chen, S. C., and Chiu, M. C. (2023, May). Retrieval of Injection Molding Industrial Knowledge Graph Based on Transformer and BERT. Applied Sciences, 13(11), 6687. 本人為通訊作者.
  5. Zhou, Z. W., Ting, Y. H.*, Jong, W. R., Chen, S. C., and Chiu, M. C. (2023, Feb). Development and Application of Knowledge Graphs for the Injection Molding Process. Machines, 11(2), 271.
  6. Jing-Yi, Fu, Wen-Ren, Jong, Yu-Hung, Ting and Zhe-Wei, Zhou(2022, Oct.). Integrated Application, Verification and Learning of Feature Automatic Recognition with Time Prediction for EDM and WEDM. International Conference on Machining, Materials and Mechanical Technologies, Taipei, Taiwan.
  7. Chen, S. C., Jong, W. R., Chang J. A., & Chang, Y. J. (2022, May). Dynamic Mold Surface Temperature Control Using Induction and Heater Heating Combined with Coolant Cooling. International Polymer Processing, 21(5), 457-463.
  8. Huang, Y. M., Jong, W. R., & Chen, S. C. (2021, Nov). Transfer Learning Applied to Characteristic Prediction of Injection Molded Products. Polymers, 12(22), 3874.
  9. Huang, C. T., Lin, T. W., Jong, W. R., & Chen, S. C. (2021, Sep). A Methodology to Predict and Optimize Ease of Assembly for Injected Parts in a Family-Mold System. Polymers, 13(18), 3065.
  10. Jong, W. R., Chen, H. T., Lin, Y. H., Chen, Y. W., & Li, T. C. (2020, Nov). The Multi-layered Job-shop Automatic Scheduling System of Mould Manufacturing for Industry 3.5.. Computers & Industrial Engineering, 149, 106797.
  11. Huang, C. T., Xu, R. T., Chen, P. H., Jong, W. R., & Chen, S. C. (2020, Oct). Investigation on The Machine Calibration Effect on The Optimization through Design of Experiments (DOE) in Injection Molding Parts. Polymer Testing, 90, 106703.
  12. Huang, Y. M., Jong, W. R., and Chen, S. C. (2021, May). Research on transfer learning applied to characteristic prediction of injection of injection molded products. 2021 SPE Annual Technical Conference, ANTEC 2021.
  13. Lin, T. W., Huang, C. T., Jong, W. R., and Chen, S. C. (2021, May). Investigation on the degree of assembly for components in an injection family mold system.2021 SPE Annual Technical Conference, ANTEC 2021.
  14. Xu, R. T., Huang, C. T., Chen, P. H., Jong, W. R., and Chang, R. Y. (2020, May).Machine calibration effect on the optimization through design of experiments (DOE) in injection molding. SPE ANTEC 2020: Annual Technical Conference for Plastic Professionals.
  15. Jong, W. R., Huang, Y. M., & Zeng, J. Y. (2019, May). Application of transfer learning of CAE to the training of neural networks of different injection products. ANTEC 2019.
  16. Jong, W. R., Chen, S. C., Huang, Y. M. & Lin, Y. Z. (2018, May). Machine Learning on CAE with The Taguchi Method and Neural Network. ANTEC 2018.
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