{"id":17203,"date":"2022-04-06T11:26:30","date_gmt":"2022-04-06T03:26:30","guid":{"rendered":"https:\/\/www.mitac.com.tw\/portfolio-item\/%e6%a9%8b%e6%a8%91-%e5%bb%ba%e7%af%89%e7%b5%90%e6%a7%8b%e6%aa%a2%e6%b8%ac%e7%b3%bb%e7%b5%b1\/"},"modified":"2026-08-25T18:32:33","modified_gmt":"2026-08-25T10:32:33","slug":"he-thong-kiem-tra-ket-cau-cau-cong-trinh","status":"publish","type":"portfolio","link":"https:\/\/www.mitac.com.tw\/vi\/portfolio-item\/he-thong-kiem-tra-ket-cau-cau-cong-trinh\/","title":{"rendered":"H\u1ec7 th\u1ed1ng ki\u1ec3m tra k\u1ebft c\u1ea5u c\u1ea7u\/c\u00f4ng tr\u00ecnh"},"content":{"rendered":"<div id='path'  class='avia-section av-av_section-faaeb11202822b738d5f7e6d80c27410 alternate_color avia-section-no-padding avia-shadow  avia-builder-el-0  el_before_av_section  avia-builder-el-first  avia-bg-style-scroll av-minimum-height av-minimum-height-custom av-height-custom  container_wrap sidebar_left'   data-av_minimum_height_px='0'><div class='container av-section-cont-open' style='height:0px'><main  role=\"main\" itemprop=\"mainContentOfPage\"  class='template-page content  av-content-small units'><div class='post-entry post-entry-type-page post-entry-17203'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_one_full-730dc249c80f26a28ac11df92670522f\">\n#top .flex_column.av-av_one_full-730dc249c80f26a28ac11df92670522f{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.responsive #top #wrap_all .flex_column.av-av_one_full-730dc249c80f26a28ac11df92670522f{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div  class='flex_column av-av_one_full-730dc249c80f26a28ac11df92670522f av_one_full  avia-builder-el-1  avia-builder-el-no-sibling  first flex_column_div  '     ><article  class='iconbox iconbox_left av-av_icon_box-f80799032f9c42ecc5d21b9c7deaba0c  avia-builder-el-2  avia-builder-el-no-sibling '  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\" aria-label=\"Icon: \"><div class='iconbox_icon heading-color avia-iconfont avia-font-entypo-fontello' data-av_icon='\ue821' data-av_iconfont='entypo-fontello'  ><\/div><\/header><div class='iconbox_content_container '  itemprop=\"text\" ><p><span style=\"color: #282828;\"><a style=\"color: #282828;\" href=\"https:\/\/www.mitac.com.tw\/vi\/\">Trang ch\u1ee7<\/a><a style=\"color: #282828;\" href=\"\/vi\/giai-phap\/cong-nghe-cot-loi\/\">\uff1eGi\u1ea3i ph\u00e1p<\/a><\/span><a href=\"\/vi\/giai-phap\/san-xuat-thong-minh\/\"><strong>\uff1eS\u1ea3n xu\u1ea5t th\u00f4ng minh<\/strong><\/a><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div>\n\n<\/div><\/div><\/main><!-- close content main element --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-d8sxx2v-3dcbe7f49cb127204ff4a633f480ce96\">\n.avia-section.av-d8sxx2v-3dcbe7f49cb127204ff4a633f480ce96{\nmargin-top:50px;\nmargin-bottom:0px;\n}\n<\/style>\n<div id='path'  class='avia-section av-d8sxx2v-3dcbe7f49cb127204ff4a633f480ce96 main_color avia-section-no-padding avia-no-border-styling  avia-builder-el-3  el_after_av_section  el_before_av_one_full  avia-bg-style-scroll container_wrap sidebar_left'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small units'><div class='post-entry post-entry-type-page post-entry-17203'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ctk2ehj-fd3f9e33defbc5a1125d443a02b648ae\">\n#top .flex_column.av-ctk2ehj-fd3f9e33defbc5a1125d443a02b648ae{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.responsive #top #wrap_all 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blockquote modern-quote  avia-builder-el-5  el_before_av_hr  avia-builder-el-first '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >H\u1ec7 th\u1ed1ng ki\u1ec3m tra k\u1ebft c\u1ea5u c\u1ea7u\/c\u00f4ng tr\u00ecnh<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-c0x6cjb-aafa0b29e80ab9a996294daf39c77856\">\n#top .hr.av-c0x6cjb-aafa0b29e80ab9a996294daf39c77856{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.hr.av-c0x6cjb-aafa0b29e80ab9a996294daf39c77856 .hr-inner{\nwidth:100%;\n}\n<\/style>\n<div  class='hr av-c0x6cjb-aafa0b29e80ab9a996294daf39c77856 hr-custom  avia-builder-el-6  el_after_av_heading  el_before_av_hr  av-small-hide av-mini-hide hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-thin'><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-bpybo53-c697e222a10fc5a53955dcacba5401fa\">\n#top .hr.av-bpybo53-c697e222a10fc5a53955dcacba5401fa{\nmargin-top:0px;\nmargin-bottom:-20px;\n}\n.hr.av-bpybo53-c697e222a10fc5a53955dcacba5401fa .hr-inner{\nwidth:100%;\n}\n<\/style>\n<div  class='hr av-bpybo53-c697e222a10fc5a53955dcacba5401fa hr-custom  avia-builder-el-7  el_after_av_hr  avia-builder-el-last  av-desktop-hide av-medium-hide hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-thin'><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div><\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_2'  class='main_color av_default_container_wrap container_wrap sidebar_left'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small units'><div class='post-entry post-entry-type-page post-entry-17203'><div class='entry-content-wrapper clearfix'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-bayuswn-70e706962dd68c239ec8099d5a57fcc4\">\n.flex_column.av-bayuswn-70e706962dd68c239ec8099d5a57fcc4{\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-bayuswn-70e706962dd68c239ec8099d5a57fcc4 av_one_full  avia-builder-el-8  el_after_av_section  el_before_av_one_full  avia-builder-el-first  first flex_column_div av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l1n04bj3-372e3c34620aa81a5e6d7b58723939c1\">\n.avia-image-container.av-l1n04bj3-372e3c34620aa81a5e6d7b58723939c1 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-l1n04bj3-372e3c34620aa81a5e6d7b58723939c1 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-l1n04bj3-372e3c34620aa81a5e6d7b58723939c1 av-styling- avia-align-center  avia-builder-el-9  el_before_av_hr  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-17204 avia-img-lazy-loading-not-17204 avia_image ' src=\"https:\/\/www.mitac.com.tw\/wp-content\/uploads\/2022\/04\/\u667a\u6167\u88fd\u9020_\u6a4b\u6a11\u53ca\u5efa\u7bc9\u7d50\u69cb\u6aa2\u6e2c\u7cfb\u7d71.jpg\" alt='' title='\u667a\u6167\u88fd\u9020_\u6a4b\u6a11\u53ca\u5efa\u7bc9\u7d50\u69cb\u6aa2\u6e2c\u7cfb\u7d71'  height=\"1007\" width=\"1510\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/www.mitac.com.tw\/wp-content\/uploads\/2022\/04\/\u667a\u6167\u88fd\u9020_\u6a4b\u6a11\u53ca\u5efa\u7bc9\u7d50\u69cb\u6aa2\u6e2c\u7cfb\u7d71.jpg 1510w, https:\/\/www.mitac.com.tw\/wp-content\/uploads\/2022\/04\/\u667a\u6167\u88fd\u9020_\u6a4b\u6a11\u53ca\u5efa\u7bc9\u7d50\u69cb\u6aa2\u6e2c\u7cfb\u7d71-300x200.jpg 300w, https:\/\/www.mitac.com.tw\/wp-content\/uploads\/2022\/04\/\u667a\u6167\u88fd\u9020_\u6a4b\u6a11\u53ca\u5efa\u7bc9\u7d50\u69cb\u6aa2\u6e2c\u7cfb\u7d71-1030x687.jpg 1030w, https:\/\/www.mitac.com.tw\/wp-content\/uploads\/2022\/04\/\u667a\u6167\u88fd\u9020_\u6a4b\u6a11\u53ca\u5efa\u7bc9\u7d50\u69cb\u6aa2\u6e2c\u7cfb\u7d71-768x512.jpg 768w, https:\/\/www.mitac.com.tw\/wp-content\/uploads\/2022\/04\/\u667a\u6167\u88fd\u9020_\u6a4b\u6a11\u53ca\u5efa\u7bc9\u7d50\u69cb\u6aa2\u6e2c\u7cfb\u7d71-1500x1000.jpg 1500w, https:\/\/www.mitac.com.tw\/wp-content\/uploads\/2022\/04\/\u667a\u6167\u88fd\u9020_\u6a4b\u6a11\u53ca\u5efa\u7bc9\u7d50\u69cb\u6aa2\u6e2c\u7cfb\u7d71-705x470.jpg 705w\" sizes=\"(max-width: 1510px) 100vw, 1510px\" \/><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ano7m6v-693f440e84b6222c63c78df4c3c1b19d\">\n#top .hr.hr-invisible.av-ano7m6v-693f440e84b6222c63c78df4c3c1b19d{\nheight:30px;\n}\n<\/style>\n<div  class='hr av-ano7m6v-693f440e84b6222c63c78df4c3c1b19d hr-invisible  avia-builder-el-10  el_after_av_image  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n<section  class='av_textblock_section av-l1n04ht1-ce5fff82893b837dbf087e900bcf297a '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>N\u1eb1m trong khu v\u1ef1c c\u00f3 nguy c\u01a1 \u0111\u1ed9ng \u0111\u1ea5t cao, an to\u00e0n c\u1ea7u \u0111\u01b0\u1eddng \u1edf \u0110\u00e0i Loan g\u1eafn li\u1ec1n m\u1eadt thi\u1ebft v\u1edbi c\u00e1c th\u1ea3m h\u1ecda thi\u00ean nhi\u00ean nh\u01b0 \u0111\u1ed9ng \u0111\u1ea5t v\u00e0 b\u00e3o. Tuy nhi\u00ean, vi\u1ec7c ki\u1ec3m tra th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi nhi\u1ec1u nh\u00e2n l\u1ef1c v\u00e0 \u0111\u1ea7u t\u01b0 t\u00e0i ch\u00ednh, t\u1ed1n th\u1eddi gian v\u00e0 nguy hi\u1ec3m, \u0111\u1ed3ng th\u1eddi th\u01b0\u1eddng kh\u00f4ng cung c\u1ea5p \u0111\u01b0\u1ee3c th\u00f4ng tin k\u1ecbp th\u1eddi v\u1ec1 an to\u00e0n k\u1ebft c\u1ea5u sau th\u1ea3m h\u1ecda, c\u1ea3n tr\u1edf vi\u1ec7c th\u1ef1c hi\u1ec7n c\u00e1c bi\u1ec7n ph\u00e1p \u1ee9ng ph\u00f3 th\u00edch h\u1ee3p v\u00e0 d\u1eabn \u0111\u1ebfn h\u01b0 h\u1ecfng c\u1ea7u \u0111\u01b0\u1eddng, tai n\u1ea1n. H\u1ec7 th\u1ed1ng ki\u1ec3m tra k\u1ebft c\u1ea5u c\u1ea7u\/c\u00f4ng tr\u00ecnh ShenTong s\u1eed d\u1ee5ng c\u00e1c thi\u1ebft b\u1ecb c\u1ea3m bi\u1ebfn rung \u0111\u1ed9ng \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb m\u1eb7t c\u1ea7u, tr\u1ee5 c\u1ea7u ho\u1eb7c c\u00f4ng tr\u00ecnh, t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh LSTM \u0111\u1ec3 \u01b0\u1edbc t\u00ednh c\u00e1c ch\u1ec9 s\u1ed1 an to\u00e0n. H\u1ec7 th\u1ed1ng cung c\u1ea5p c\u00e1c b\u00e1o c\u00e1o ki\u1ec3m tra t\u00ecnh tr\u1ea1ng c\u1ea7u\/c\u00f4ng tr\u00ecnh \u0111\u1ecbnh k\u1ef3 v\u00e0 b\u00e1o c\u00e1o ki\u1ec3m tra t\u00ecnh tr\u1ea1ng sau th\u1ea3m h\u1ecda, cho ph\u00e9p gi\u00e1m s\u00e1t th\u01b0\u1eddng xuy\u00ean v\u00e0 b\u1ea3o tr\u00ec k\u1ecbp th\u1eddi, n\u00e2ng cao an to\u00e0n giao th\u00f4ng v\u00e0 ph\u00f2ng ng\u1eeba tai n\u1ea1n.<\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-aaeyjo7-a2e990dbf313160eb5351615451aae9b av_one_full  avia-builder-el-12  el_after_av_one_full  el_before_av_one_half  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-9u14enr-3dcdbde366333e9cf7e3d6d68da6e2a2\">\n#top .av-special-heading.av-9u14enr-3dcdbde366333e9cf7e3d6d68da6e2a2{\nmargin:0px 0px 0px 0px;\npadding-bottom:0;\n}\nbody .av-special-heading.av-9u14enr-3dcdbde366333e9cf7e3d6d68da6e2a2 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-9u14enr-3dcdbde366333e9cf7e3d6d68da6e2a2 .av-special-heading-tag{\npadding:10px 0px 10px 0px;\n}\n.av-special-heading.av-9u14enr-3dcdbde366333e9cf7e3d6d68da6e2a2 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-9u14enr-3dcdbde366333e9cf7e3d6d68da6e2a2 av-special-heading-h3 blockquote elegant-quote elegant-centered  avia-builder-el-13  el_before_av_hr  avia-builder-el-first '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  ><span class=\"heading-wrap\">T\u00ednh n\u0103ng s\u1ea3n ph\u1ea9m<\/span><\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-9i791nb-97f013337c2e7f24614f9e19cadbd868\">\n#top .hr.hr-invisible.av-9i791nb-97f013337c2e7f24614f9e19cadbd868{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-9i791nb-97f013337c2e7f24614f9e19cadbd868 hr-invisible  avia-builder-el-14  el_after_av_heading  avia-builder-el-last  av-desktop-hide av-medium-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div><div  class='flex_column av-8yt45p3-2090af5e733ac606c118287f499b56cd av_one_half  avia-builder-el-15  el_after_av_one_full  el_before_av_one_half  first flex_column_div av-animated-generic bottom-to-top  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l1n066dh-379cf40749a4c27355e9f1713616f9df\">\n.iconbox.av-l1n066dh-379cf40749a4c27355e9f1713616f9df .iconbox_icon{\nborder:1px solid #114296;\n}\n<\/style>\n<article  class='iconbox iconbox_left_content av-l1n066dh-379cf40749a4c27355e9f1713616f9df  avia-builder-el-16  avia-builder-el-no-sibling  icon-left'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='iconbox_icon heading-color avia-iconfont avia-font-entypo-fontello' data-av_icon='\ue826' data-av_iconfont='entypo-fontello'  ><\/div><div class=\"iconbox_content\"><header class=\"entry-content-header\" aria-label=\"Icon: Gi\u00e1m s\u00e1t th\u1eddi gian th\u1ef1c&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;p&gt;\"><h3 class='iconbox_content_title '  itemprop=\"headline\" >Gi\u00e1m s\u00e1t th\u1eddi gian th\u1ef1c<\/p>\n<hr \/>\n<p><\/h3><\/header><div class='iconbox_content_container '  itemprop=\"text\" ><ul>\n<li>Chi ph\u00ed gi\u00e1m s\u00e1t t\u1ea1i ch\u1ed7 t\u01b0\u01a1ng \u0111\u1ed1i th\u1ea5p.<\/li>\n<li>D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea3i l\u00ean ngay l\u1eadp t\u1ee9c sau khi th\u1ea3m h\u1ecda thi\u00ean nhi\u00ean x\u1ea3y ra.<\/li>\n<li>K\u1ebft qu\u1ea3 \u0111\u00e1nh gi\u00e1 \u0111\u01b0\u1ee3c thu th\u1eadp 10 ph\u00fat sau khi th\u1ea3m h\u1ecda thi\u00ean nhi\u00ean x\u1ea3y ra<\/li>\n<\/ul>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div><div  class='flex_column av-8fw2et3-a0316381fa64493ec4c1bc35ef8e753c av_one_half  avia-builder-el-17  el_after_av_one_half  el_before_av_one_full  flex_column_div av-animated-generic bottom-to-top  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l1n07dmm-04089ddb8e74e104d20ef3d34cf61e21\">\n.iconbox.av-l1n07dmm-04089ddb8e74e104d20ef3d34cf61e21 .iconbox_icon{\nborder:1px solid #114296;\n}\n<\/style>\n<article  class='iconbox iconbox_left_content av-l1n07dmm-04089ddb8e74e104d20ef3d34cf61e21  avia-builder-el-18  avia-builder-el-no-sibling  icon-left'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='iconbox_icon heading-color avia-iconfont avia-font-entypo-fontello' data-av_icon='\ue855' data-av_iconfont='entypo-fontello'  ><\/div><div class=\"iconbox_content\"><header class=\"entry-content-header\" aria-label=\"Icon: Ki\u1ec3m tra \u0111\u1ecbnh k\u1ef3&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;p&gt;\"><h3 class='iconbox_content_title '  itemprop=\"headline\" >Ki\u1ec3m tra \u0111\u1ecbnh k\u1ef3<\/p>\n<hr \/>\n<p><\/h3><\/header><div class='iconbox_content_container '  itemprop=\"text\" ><ul>\n<li>T\u1ea7n su\u1ea5t ph\u00e1t hi\u1ec7n \u0111\u01b0\u1ee3c t\u00ednh theo tu\u1ea7n\/th\u00e1ng.<\/li>\n<li>T\u1ea3i l\u00ean v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn b\u1eb1ng c\u00f4ng ngh\u1ec7 m\u1ea1ng.<\/li>\n<li>M\u1ed9t c\u01a1 ch\u1ebf c\u1ea3nh b\u00e1o s\u1edbm c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp d\u1ef1a tr\u00ean xu h\u01b0\u1edbng thay \u0111\u1ed5i c\u1ee7a t\u00ecnh tr\u1ea1ng hi\u1ec7n t\u1ea1i<\/li>\n<\/ul>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div><div  class='flex_column av-89n2pav-8f6dedc9c9a5a963fcd8688a974b84f1 av_one_full  avia-builder-el-19  el_after_av_one_half  el_before_av_one_full  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-7mb02qf-b5384f5407aa2a72db22600725327fff\">\n#top .hr.hr-invisible.av-7mb02qf-b5384f5407aa2a72db22600725327fff{\nheight:30px;\n}\n<\/style>\n<div  class='hr av-7mb02qf-b5384f5407aa2a72db22600725327fff hr-invisible  avia-builder-el-20  el_before_av_hr  avia-builder-el-first  av-small-hide av-mini-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-75ub20n-612c802f76e89b69bbce1bdf5c131fa0\">\n#top .hr.hr-invisible.av-75ub20n-612c802f76e89b69bbce1bdf5c131fa0{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-75ub20n-612c802f76e89b69bbce1bdf5c131fa0 hr-invisible  avia-builder-el-21  el_after_av_hr  el_before_av_heading  av-desktop-hide av-medium-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-6tjcjxz-be5404f91e08122129a9b59a4fcb2d3a\">\n#top .av-special-heading.av-6tjcjxz-be5404f91e08122129a9b59a4fcb2d3a{\nmargin:0px 0px 0px 0px;\npadding-bottom:0;\n}\nbody .av-special-heading.av-6tjcjxz-be5404f91e08122129a9b59a4fcb2d3a .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-6tjcjxz-be5404f91e08122129a9b59a4fcb2d3a .av-special-heading-tag{\npadding:10px 0px 10px 0px;\n}\n.av-special-heading.av-6tjcjxz-be5404f91e08122129a9b59a4fcb2d3a .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-6tjcjxz-be5404f91e08122129a9b59a4fcb2d3a av-special-heading-h3 blockquote elegant-quote elegant-centered  avia-builder-el-22  el_after_av_hr  el_before_av_hr '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  ><span class=\"heading-wrap\">Nh\u1eefng c\u00e2u chuy\u1ec7n th\u00e0nh c\u00f4ng<\/span><\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-61kbzcn-d3e19b5bc9f459c15e96d4f1852445d9\">\n#top .hr.hr-invisible.av-61kbzcn-d3e19b5bc9f459c15e96d4f1852445d9{\nmargin-top:-30px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-61kbzcn-d3e19b5bc9f459c15e96d4f1852445d9 hr-invisible  avia-builder-el-23  el_after_av_heading  avia-builder-el-last  av-desktop-hide av-medium-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div><div class='flex_column_table av-5lmmotz-57c6e37dde208f0e81cabb35bfac17ec sc-av_one_full av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-5lmmotz-57c6e37dde208f0e81cabb35bfac17ec\">\n.flex_column.av-5lmmotz-57c6e37dde208f0e81cabb35bfac17ec{\nborder-radius:5px 5px 5px 5px;\npadding:30px 30px 30px 30px;\n}\n<\/style>\n<div  class='flex_column av-5lmmotz-57c6e37dde208f0e81cabb35bfac17ec av_one_full  avia-builder-el-24  el_after_av_one_full  el_before_av_one_full  block-shadow first flex_column_table_cell av-equal-height-column av-align-top av-animated-generic bottom-to-top  column-top-margin'     ><section  class='av_textblock_section av-l1n07yb3-d6a12e4844a2953feae2631401758899 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\">\u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia Chiao Tung, \u0110\u00e0 N\u1eb5ng, Vi\u1ec7t Nam<\/p>\n<\/div><\/section><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div  class='flex_column av-59bhr9z-c4ecf8f4a55bfc3c04009fdaf17adeae av_one_full  avia-builder-el-26  el_after_av_one_full  el_before_av_one_full  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-4tap0ev-2342e3e5ab8329d68475525334a9542d\">\n#top .hr.hr-invisible.av-4tap0ev-2342e3e5ab8329d68475525334a9542d{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-4tap0ev-2342e3e5ab8329d68475525334a9542d hr-invisible  avia-builder-el-27  el_before_av_hr  avia-builder-el-first  av-desktop-hide av-medium-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-4cv0ffb-1dd41d2d36529cdc0cb84258651401fd\">\n#top .hr.hr-invisible.av-4cv0ffb-1dd41d2d36529cdc0cb84258651401fd{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-4cv0ffb-1dd41d2d36529cdc0cb84258651401fd hr-invisible  avia-builder-el-28  el_after_av_hr  el_before_av_heading  av-desktop-hide av-medium-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l1n08zli-ba43b426f38432d467ce22a88059e19b\">\n#top .av-special-heading.av-l1n08zli-ba43b426f38432d467ce22a88059e19b{\nmargin:0px 0px 0px 0px;\npadding-bottom:0;\n}\nbody .av-special-heading.av-l1n08zli-ba43b426f38432d467ce22a88059e19b .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-l1n08zli-ba43b426f38432d467ce22a88059e19b .av-special-heading-tag{\npadding:10px 0px 10px 0px;\n}\n.av-special-heading.av-l1n08zli-ba43b426f38432d467ce22a88059e19b .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-l1n08zli-ba43b426f38432d467ce22a88059e19b av-special-heading-h3 blockquote elegant-quote elegant-centered  avia-builder-el-29  el_after_av_hr  el_before_av_hr '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  ><span class=\"heading-wrap\">C\u00e1c l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng<\/span><\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3wobho7-132830e48813a40234faf6cab57bef64\">\n#top .hr.hr-invisible.av-3wobho7-132830e48813a40234faf6cab57bef64{\nmargin-top:-30px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-3wobho7-132830e48813a40234faf6cab57bef64 hr-invisible  avia-builder-el-30  el_after_av_heading  avia-builder-el-last  av-desktop-hide av-medium-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div><div class='flex_column_table av-3bzzd6f-86456819e1d5f92999e61d4aedae5452 sc-av_one_full av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3bzzd6f-86456819e1d5f92999e61d4aedae5452\">\n.flex_column.av-3bzzd6f-86456819e1d5f92999e61d4aedae5452{\nborder-radius:5px 5px 5px 5px;\npadding:30px 30px 30px 30px;\n}\n<\/style>\n<div  class='flex_column av-3bzzd6f-86456819e1d5f92999e61d4aedae5452 av_one_full  avia-builder-el-31  el_after_av_one_full  el_before_av_one_full  block-shadow first flex_column_table_cell av-equal-height-column av-align-top av-animated-generic bottom-to-top  column-top-margin'     ><section  class='av_textblock_section av-l1n0dedr-e298e72a0a024e798dec676335a8d546 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\">C\u00e1c t\u00f2a nh\u00e0 th\u00f4ng minh, nh\u00e0 m\u00e1y, khu c\u00f4ng nghi\u1ec7p, tr\u01b0\u1eddng h\u1ecdc, c\u1ea7u \u0111\u01b0\u1eddng huy\u1ec7n v\u00e0 th\u00e0nh ph\u1ed1, v\u00e0 c\u1ea7u giao th\u00f4ng.<\/p>\n<\/div><\/section><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div  class='flex_column av-2v8otw7-59c9ad5ae8db45c1672bcd25df3854a8 av_one_full  avia-builder-el-33  el_after_av_one_full  el_before_av_one_full  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2f7ld87-52c5e31b1e05b2fcb5ff7038feb4ed44\">\n#top .hr.hr-invisible.av-2f7ld87-52c5e31b1e05b2fcb5ff7038feb4ed44{\nheight:30px;\n}\n<\/style>\n<div  class='hr av-2f7ld87-52c5e31b1e05b2fcb5ff7038feb4ed44 hr-invisible  avia-builder-el-34  el_before_av_hr  avia-builder-el-first  av-small-hide av-mini-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-24n13cn-22eedcce380f7bc40a871a99c32c89c8\">\n#top .hr.hr-invisible.av-24n13cn-22eedcce380f7bc40a871a99c32c89c8{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-24n13cn-22eedcce380f7bc40a871a99c32c89c8 hr-invisible  avia-builder-el-35  el_after_av_hr  el_before_av_heading  av-desktop-hide av-medium-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1hzhiwn-48838b2bd8bb62950d184e0f12735520\">\n#top .av-special-heading.av-1hzhiwn-48838b2bd8bb62950d184e0f12735520{\nmargin:0px 0px 0px 0px;\npadding-bottom:0;\n}\nbody .av-special-heading.av-1hzhiwn-48838b2bd8bb62950d184e0f12735520 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-1hzhiwn-48838b2bd8bb62950d184e0f12735520 .av-special-heading-tag{\npadding:10px 0px 10px 0px;\n}\n.av-special-heading.av-1hzhiwn-48838b2bd8bb62950d184e0f12735520 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-1hzhiwn-48838b2bd8bb62950d184e0f12735520 av-special-heading-h3 blockquote elegant-quote elegant-centered  avia-builder-el-36  el_after_av_hr  el_before_av_hr '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  ><span class=\"heading-wrap\">Th\u00e0nh ph\u1ea7n h\u1ec7 th\u1ed1ng<\/span><\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-zznrkn-8197c0fd9b9dab9753e840f855348c11\">\n#top .hr.hr-invisible.av-zznrkn-8197c0fd9b9dab9753e840f855348c11{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-zznrkn-8197c0fd9b9dab9753e840f855348c11 hr-invisible  avia-builder-el-37  el_after_av_heading  avia-builder-el-last  av-desktop-hide av-medium-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mzvhkn-0aac16171e2d7f532a67a967668703d7\">\n.flex_column.av-mzvhkn-0aac16171e2d7f532a67a967668703d7{\nborder-width:1px;\nborder-color:#c2d3e4;\nborder-style:solid;\nborder-radius:5px 5px 5px 5px;\npadding:30px 30px 30px 30px;\nbackground-color:#ffffff;\n}\n<\/style>\n<div  class='flex_column av-mzvhkn-0aac16171e2d7f532a67a967668703d7 av_one_full  avia-builder-el-38  el_after_av_one_full  avia-builder-el-last  first flex_column_div av-animated-generic bottom-to-top  column-top-margin'     ><section  class='av_textblock_section av-l1n0bcgi-636c8d312f6db664dd0af82a103c8806 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>H\u1ec7 th\u1ed1ng s\u00e0ng l\u1ecdc nhanh \u0111\u00e1m m\u00e2y cho d\u1ef1 \u00e1n c\u1ea7u Shentong\/c\u00f4ng tr\u00ecnh x\u00e2y d\u1ef1ng, bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>H\u1ec7 th\u1ed1ng th\u00f4ng b\u00e1o an to\u00e0n c\u1ea7u\/c\u00f4ng tr\u00ecnh:<\/strong> Thi\u1ebft l\u1eadp ti\u00eau ch\u00ed v\u00e0 n\u1ed9i dung th\u00f4ng b\u00e1o, \u0111\u1eb7t gi\u00e1 tr\u1ecb c\u1ea3nh b\u00e1o cho c\u00e1c ch\u1ec9 s\u1ed1 an to\u00e0n c\u1ea7u\/c\u00f4ng tr\u00ecnh v\u00e0 t\u1ed1c \u0111\u1ed9 thay \u0111\u1ed5i c\u1ee7a ch\u00fang, \u0111\u1ed3ng th\u1eddi x\u00e1c \u0111\u1ecbnh \u0111\u1ed1i t\u01b0\u1ee3ng nh\u1eadn th\u00f4ng b\u00e1o c\u1ea3nh b\u00e1o.<\/li>\n<li><strong>N\u1ec1n t\u1ea3ng t\u00edch h\u1ee3p d\u1eef li\u1ec7u m\u1ea1ng k\u1ebft h\u1ee3p<\/strong> &#8220;M\u00f4-\u0111un c\u1ea3m bi\u1ebfn rung \u0111\u1ed9ng&#8221; v\u00e0 &#8220;D\u1eef li\u1ec7u th\u1eddi ti\u1ebft m\u1edf&#8221;, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng truy v\u1ea5n c\u00e1c b\u1ea3n ghi rung \u0111\u1ed9ng v\u00e0 k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch cho nhi\u1ec1u s\u1ef1 ki\u1ec7n kh\u00e1c nhau.<\/li>\n<li><strong>M\u00f4-\u0111un suy lu\u1eadn an to\u00e0n c\u1ea7u\/c\u00f4ng tr\u00ecnh b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o:<\/strong> Bao g\u1ed3m vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c ch\u1ec9 s\u1ed1 \u0111\u00e1nh gi\u00e1 an to\u00e0n c\u1ea7u\/c\u00f4ng tr\u00ecnh v\u00e0 x\u00e1c minh t\u00ednh kh\u1ea3 d\u1ee5ng 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