{"id":3450,"date":"2025-05-22T16:56:46","date_gmt":"2025-05-22T08:56:46","guid":{"rendered":"https:\/\/membrane.cycu.edu.tw\/?page_id=3450"},"modified":"2026-07-20T16:27:39","modified_gmt":"2026-07-20T08:27:39","slug":"%e9%8d%be%e6%96%87%e4%bb%81-%e6%95%99%e6%8e%88","status":"publish","type":"page","link":"https:\/\/membrane.cycu.edu.tw\/?page_id=3450","title":{"rendered":"\u937e\u6587\u4ec1 \u6559\u6388"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3450\" class=\"elementor elementor-3450\" 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;\">[\u4e2d\u539f\u5927\u5b78\u8584\u819c\u4e2d\u5fc3\u6210\u54e1]<\/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><p>\u00a0<\/p><h3 style=\"font-variant-ligatures: normal; font-variant-caps: normal; font-style: normal;\"><span style=\"font-family: Microsoft JhengHei, Arial, sans-serif;\"><span style=\"text-transform: uppercase;\">\u937e\u6587\u4ec1 \u7279\u8058<\/span><\/span>\u6559\u6388<\/h3><div><ul><li style=\"font-size: 17px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400;\">\u6700\u9ad8\u5b78\u6b77\uff1a<span style=\"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;\">\u7f8e\u570b\u5eb7\u4e43\u723e\u5927\u5b78\u6a5f\u68b0\u535a\u58eb<\/span><\/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;\">\u73fe\u8077\uff1a\u00a0<span style=\"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;\">\u4e2d\u539f\u5927\u5b78\u6a5f\u68b0\u7cfb\u7d42\u8eab\u7279\u8058\u6559\u6388<\/span><\/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>\u5c08\u9577\uff1a<\/strong><\/h4><ul><li>\u5c04\u51fa\u6a21\u5177\u8a2d\u8a08\/\u88fd\u9020\/\u6210\u578b<\/li><li>\u6a21\u5177\u8a2d\u8a08\u5f15\u5c0e\u7cfb\u7d71<\/li><li>\u898f\u5283\u6392\u7a0bAI\u512a\u5316<\/li><li>CAD\/CAM\/CAE\/CIM<\/li><li>\u667a\u6167\u5de5\u5ee0\u96f2\u7aef\u5e73\u53f0<\/li><\/ul><h4><strong>\u7814\u7a76\u9805\u76ee<\/strong><strong>\uff1a<\/strong><\/h4><ol><li>\u6a21\u5177\u52a0\u5de5\u5834\u57df\u4e4biOS\u6578\u4f4d\u5206\u8eab\u7684\u5efa\u69cb\u8207\u9a57\u8b49<\/li><li>\u4ee5\u5716\u6a5f\u5668\u5b78\u7fd2\u4f86\u63a2\u8a0e\u88fd\u9020\u898f\u5283\u7684\u81ea\u52d5\u5316<\/li><li>MAS\u5728\u52d5\u614b\u96f6\u5de5\u5f0f\u6392\u7a0b\u5834\u57df\u7684\u6574\u5408\u8207\u9a57\u8b49<\/li><li>\u81ea\u52d5\u5316\u52a0\u5de5\u7279\u5fb5\u8fa8\u8b58\u8207\u5de5\u6642\u9810\u6e2c\u7684\u6574\u5408\u61c9\u7528\u3001\u9a57\u8b49\u8207\u5b78\u7fd2<\/li><li>\u96f6\u5de5\u5f0f\u6392\u7a0b\u4e4b\u6df1\u5ea6\u5f37\u5316\u5b78\u7fd2\u7684\u5efa\u69cb\u8207\u512a\u5316<\/li><li>2D\u5de5\u7a0b\u5716\u4e4b\u6df1\u5ea6\u5b78\u7fd2\u7684\u6574\u5408\u61c9\u7528<\/li><\/ol><h4><strong>\u7814\u7a76\u4e0a\u53ef\u80fd\u4e4b\u61c9\u7528\uff1a<\/strong><\/h4><ol><li>\u5c04\u51fa\u6a21\u5177\u8a2d\u8a08\/\u88fd\u9020\/\u6210\u578b<\/li><li>\u898f\u5283\u6392\u7a0b\u7cfb\u7d71<\/li><li>\u667a\u6167\u88fd\u9020\u5de5\u5ee0<\/li><\/ol><h4><strong>\u69ae\u8b7d\/\u7372\u734e\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>[\u4e2d\u539f\u5927\u5b78\u8584\u819c\u4e2d\u5fc3\u6210\u54e1] \u00a0 \u937e\u6587\u4ec1 \u7279\u8058\u6559\u6388 \u6700\u9ad8\u5b78\u6b77\uff1a\u7f8e\u570b\u5eb7\u4e43\u723e\u5927\u5b78\u6a5f\u68b0\u535a\u58eb E-mail\uff1a\u00a0wenren [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":2070,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3450","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>\u937e\u6587\u4ec1 \u6559\u6388 - \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=3450\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u937e\u6587\u4ec1 \u6559\u6388 - \u4e2d\u539f\u5927\u5b78\u8584\u819c\u6280\u8853\u7814\u7a76\u767c\u5c55\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"[\u4e2d\u539f\u5927\u5b78\u8584\u819c\u4e2d\u5fc3\u6210\u54e1] \u00a0 \u937e\u6587\u4ec1 \u7279\u8058\u6559\u6388 \u6700\u9ad8\u5b78\u6b77\uff1a\u7f8e\u570b\u5eb7\u4e43\u723e\u5927\u5b78\u6a5f\u68b0\u535a\u58eb E-mail\uff1a\u00a0wenren [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/membrane.cycu.edu.tw\/?page_id=3450\" \/>\n<meta property=\"og:site_name\" content=\"\u4e2d\u539f\u5927\u5b78\u8584\u819c\u6280\u8853\u7814\u7a76\u767c\u5c55\u4e2d\u5fc3\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-20T08:27:39+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u9810\u4f30\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/membrane.cycu.edu.tw\\\/?page_id=3450\",\"url\":\"https:\\\/\\\/membrane.cycu.edu.tw\\\/?page_id=3450\",\"name\":\"\u937e\u6587\u4ec1 \u6559\u6388 - 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