{"id":4542,"date":"2026-07-20T16:28:58","date_gmt":"2026-07-20T08:28:58","guid":{"rendered":"https:\/\/membrane.cycu.edu.tw\/?page_id=4542"},"modified":"2026-07-20T16:34:58","modified_gmt":"2026-07-20T08:34:58","slug":"professor-wen-ren-jong","status":"publish","type":"page","link":"https:\/\/membrane.cycu.edu.tw\/?page_id=4542&lang=en","title":{"rendered":"Professor Wen-Ren Jong"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"4542\" class=\"elementor elementor-4542\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7ac6860 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7ac6860\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-37044be\" data-id=\"37044be\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-74655de elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"74655de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-variant-ligatures: normal; font-variant-caps: normal; font-size: 14px; font-style: normal; font-weight: 400;\"><small style=\"font-size: 17px;\">[CMT Key Members]<\/small><\/p><p><img decoding=\"async\" class=\"alignnone wp-image-4537\" src=\"https:\/\/membrane.cycu.edu.tw\/wp-content\/uploads\/\u937e\u6587\u4ec1.jpg\" alt=\"\" width=\"215\" height=\"162\" srcset=\"https:\/\/membrane.cycu.edu.tw\/wp-content\/uploads\/\u937e\u6587\u4ec1.jpg 1268w, https:\/\/membrane.cycu.edu.tw\/wp-content\/uploads\/\u937e\u6587\u4ec1-768x576.jpg 768w\" sizes=\"(max-width: 215px) 100vw, 215px\" \/><\/p><h3 style=\"font-variant-ligatures: normal; font-variant-caps: normal; font-style: normal;\">Distinguished Professor Wen-Ren Jong<\/h3><div><ul><li style=\"font-size: 17px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400;\">Education Background\uff1aPh.D., Mechanical Engineering, Cornell University, United State<\/li><li>E-mail\uff1a<span style=\"font-size: 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; color: #888888; font-family: 'Microsoft JhengHei', Arial, sans-serif;\">\u00a0<\/span><a style=\"background-color: #ffffff; color: #888888; font-family: 'Microsoft JhengHei', Arial, sans-serif; font-size: 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400;\" href=\"mailto:wenren@cycu.edu.tw\">wenren@cycu.edu.tw<\/a><\/li><li style=\"font-size: 17px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400;\">Current Position\uff1a Distingusged Professor, Department of Mechanical Engineering, Chung Yuan Christian University<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0304b28 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0304b28\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3103430\" data-id=\"3103430\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a8ea495 elementor-widget elementor-widget-text-editor\" data-id=\"a8ea495\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4><strong>Professional Specialty<\/strong><strong>\uff1a<\/strong><\/h4><ul><li>Injection Mold Design \/ Manufacturing \/ Molding<\/li><li>Mold design navigating system<\/li><li>AI for process scheduling optimization<\/li><li>CAD\/CAM\/CAE\/CIM<\/li><li>Smart manufacturing factory<\/li><\/ul><h4><strong>Research Fields<\/strong><strong>\uff1a<\/strong><\/h4><ol><li>The Construction and Verification of Digital Twins in Mould Processing Factory for iOS devices<\/li><li>Explore Automatic Manufacturing Planning With Graph Machine Learning<\/li><li>Integration and Verification of Multi-agent System in Job-Shop Scheduling Field<\/li><li>Integrated Application, Verification and Learning of Processing Feature Automatic Recognition and Processing Time Prediction<\/li><li>Construction and Optimization of Deep Reinforcement Learning for Job-shop Scheduling<\/li><li>The Integrated Application of Deep-Learning for 2D Drawings<\/li><\/ol><h4><strong>Potential Applications of Research<\/strong><strong>\uff1a<\/strong><\/h4><ol><li>Injection Mold Design \/ Manufacturing \/ Molding<\/li><li>Planning Scheduling System<\/li><li>Smart Manufacturing Factory<\/li><\/ol><h4><strong>Honors<\/strong><strong>\uff1a<\/strong><\/h4><ul><li>\u4e2d\u539f\u5927\u5b78\u7814\u7a76\u5091\u51fa\u6559\u5e2b(2018)<\/li><li>\u4e2d\u539f\u5927\u5b78\u7279\u8058\u6559\u6388 (2015)<\/li><li>\u4e2d\u539f\u5927\u5b78\u7814\u7a76\u5091\u51fa\u6559\u5e2b (2012)<\/li><\/ul><h4>Selected Publications<strong>\uff1a<\/strong><\/h4><ol><li>Fu, J. Y., Jong, W. R., Ting, Y. H., &amp; 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. \u672c\u4eba\u70ba\u901a\u8a0a\u4f5c\u8005.<\/li><li>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. \u672c\u4eba\u70ba\u901a\u8a0a\u4f5c\u8005.<\/li><li>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.<\/li><li>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. \u672c\u4eba\u70ba\u901a\u8a0a\u4f5c\u8005.<\/li><li>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.<\/li><li>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.<\/li><li>Chen, S. C., Jong, W. R., Chang J. A., &amp; 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.<\/li><li>Huang, Y. M., Jong, W. R., &amp; Chen, S. C. (2021, Nov). Transfer Learning Applied to Characteristic Prediction of Injection Molded Products. Polymers, 12(22), 3874.<\/li><li>Huang, C. T., Lin, T. W., Jong, W. R., &amp; 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.<\/li><li>Jong, W. R., Chen, H. T., Lin, Y. H., Chen, Y. W., &amp; Li, T. C. (2020, Nov). The Multi-layered Job-shop Automatic Scheduling System of Mould Manufacturing for Industry 3.5.. Computers &amp; Industrial Engineering, 149, 106797.<\/li><li>Huang, C. T., Xu, R. T., Chen, P. H., Jong, W. R., &amp; 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.<\/li><li>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.<\/li><li>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.<\/li><li>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.<\/li><li>Jong, W. R., Huang, Y. M., &amp; Zeng, J. Y. (2019, May). Application of transfer learning of CAE to the training of neural networks of different injection products. ANTEC 2019.<\/li><li>Jong, W. R., Chen, S. C., Huang, Y. M. &amp; Lin, Y. Z. (2018, May). Machine Learning on CAE with The Taguchi Method and Neural Network. ANTEC 2018.<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>[CMT Key Members] Distinguished Professor Wen-Ren Jong  [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":3837,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4542","page","type-page","status-publish","hentry","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Professor Wen-Ren Jong - \u4e2d\u539f\u5927\u5b78\u8584\u819c\u6280\u8853\u7814\u7a76\u767c\u5c55\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/membrane.cycu.edu.tw\/?page_id=4542&lang=en\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Professor Wen-Ren Jong - 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