{"id":17751,"date":"2026-04-04T10:30:45","date_gmt":"2026-04-04T03:30:45","guid":{"rendered":"https:\/\/lctech.vn\/?p=17751"},"modified":"2026-04-22T21:40:23","modified_gmt":"2026-04-22T14:40:23","slug":"tu-lang-phi-nang-luong-den-ben-vung-cong-nghiep-thong-minh-vi-sao-bao-tri-bang-ai-dang-dinh-hinh-lai-nen-san-xuat-hien-dai","status":"publish","type":"post","link":"https:\/\/lctech.vn\/ko\/tu-lang-phi-nang-luong-den-ben-vung-cong-nghiep-thong-minh-vi-sao-bao-tri-bang-ai-dang-dinh-hinh-lai-nen-san-xuat-hien-dai\/","title":{"rendered":"T\u1eea L\u00c3NG PH\u00cd N\u0102NG L\u01af\u1ee2NG \u0110\u1ebeN B\u1ec0N V\u1eeeNG C\u00d4NG NGHI\u1ec6P TH\u00d4NG MINH: V\u00cc SAO B\u1ea2O TR\u00cc B\u1eb0NG AI \u0110ANG \u0110\u1ecaNH H\u00ccNH L\u1ea0I N\u1ec0N S\u1ea2N XU\u1ea4T HI\u1ec6N \u0110\u1ea0I"},"content":{"rendered":"<p data-path-to-node=\"2\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng trong c\u00f4ng nghi\u1ec7p kh\u00f4ng ch\u1ec9 l\u00e0 c\u00e2u chuy\u1ec7n chuy\u1ec3n \u0111\u1ed5i sang n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o; n\u00f3 c\u00f2n n\u1eb1m \u1edf m\u1ee9c \u0111\u1ed9 hi\u1ec7u qu\u1ea3 trong vi\u1ec7c ti\u00eau th\u1ee5 ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng \u0111\u00f3. B\u00ean trong c\u00e1c nh\u00e0 m\u00e1y, l\u00e3ng ph\u00ed n\u0103ng l\u01b0\u1ee3ng l\u00e0 m\u1ed9t r\u1ee7i ro v\u1eadn h\u00e0nh ti\u1ec1m \u1ea9n \u0111ang \u00e2m th\u1ea7m v\u1eaft ki\u1ec7t l\u1ee3i nhu\u1eadn v\u00e0 l\u00e0m t\u0103ng l\u01b0\u1ee3ng kh\u00ed th\u1ea3i. \u0110\u1ec3 duy tr\u00ec l\u1ee3i th\u1ebf c\u1ea1nh tranh, tr\u1ecdng t\u00e2m c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p ph\u1ea3i d\u1ecbch chuy\u1ec3n t\u1eeb vi\u1ec7c t\u1ea1o ra n\u0103ng l\u01b0\u1ee3ng xanh sang t\u1ed1i \u01b0u h\u00f3a n\u0103ng l\u01b0\u1ee3ng \u1edf c\u1ea5p \u0111\u1ed9 t\u1eebng m\u00e1y m\u00f3c.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">M\u1ee5c l\u1ee5c b\u00e0i vi\u1ebft<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/lctech.vn\/ko\/tu-lang-phi-nang-luong-den-ben-vung-cong-nghiep-thong-minh-vi-sao-bao-tri-bang-ai-dang-dinh-hinh-lai-nen-san-xuat-hien-dai\/#1_Cuoc_khung_hoang_tiem_an_cua_lang_phi_nang_luong\" >1. Cu\u1ed9c kh\u1ee7ng ho\u1ea3ng ti\u1ec1m \u1ea9n c\u1ee7a l\u00e3ng ph\u00ed n\u0103ng l\u01b0\u1ee3ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/lctech.vn\/ko\/tu-lang-phi-nang-luong-den-ben-vung-cong-nghiep-thong-minh-vi-sao-bao-tri-bang-ai-dang-dinh-hinh-lai-nen-san-xuat-hien-dai\/#2_AI_Bao_tri_Du_doan_Co_may_thuc_day_Hieu_suat\" >2. AI &amp; B\u1ea3o tr\u00ec D\u1ef1 \u0111o\u00e1n: C\u1ed7 m\u00e1y th\u00fac \u0111\u1ea9y Hi\u1ec7u su\u1ea5t<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/lctech.vn\/ko\/tu-lang-phi-nang-luong-den-ben-vung-cong-nghiep-thong-minh-vi-sao-bao-tri-bang-ai-dang-dinh-hinh-lai-nen-san-xuat-hien-dai\/#3_Triet_ly_%E2%80%9CTinh_chinh_thay_vi_Thay_the%E2%80%9D_Refine_vs_Replace\" >3. Tri\u1ebft l\u00fd &#8220;Tinh ch\u1ec9nh thay v\u00ec Thay th\u1ebf&#8221; (Refine vs. Replace)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/lctech.vn\/ko\/tu-lang-phi-nang-luong-den-ben-vung-cong-nghiep-thong-minh-vi-sao-bao-tri-bang-ai-dang-dinh-hinh-lai-nen-san-xuat-hien-dai\/#4_Su_troi_day_cua_cac_He_thong_Cong_nghiep_Thong_minh\" >4. S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a c\u00e1c H\u1ec7 th\u1ed1ng C\u00f4ng nghi\u1ec7p Th\u00f4ng minh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/lctech.vn\/ko\/tu-lang-phi-nang-luong-den-ben-vung-cong-nghiep-thong-minh-vi-sao-bao-tri-bang-ai-dang-dinh-hinh-lai-nen-san-xuat-hien-dai\/#Ket_luan_Nha_may_thong_minh_nhat_se_gianh_chien_thang\" >K\u1ebft lu\u1eadn: Nh\u00e0 m\u00e1y th\u00f4ng minh nh\u1ea5t s\u1ebd gi\u00e0nh chi\u1ebfn th\u1eafng<\/a><\/li><\/ul><\/nav><\/div>\n<h1 data-path-to-node=\"3\"><span class=\"ez-toc-section\" id=\"1_Cuoc_khung_hoang_tiem_an_cua_lang_phi_nang_luong\"><\/span><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"3\" data-index-in-node=\"0\">1. Cu\u1ed9c kh\u1ee7ng ho\u1ea3ng ti\u1ec1m \u1ea9n c\u1ee7a l\u00e3ng ph\u00ed n\u0103ng l\u01b0\u1ee3ng<\/b> <\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p data-path-to-node=\"3\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">L\u00e3ng ph\u00ed n\u0103ng l\u01b0\u1ee3ng hi\u1ebfm khi x\u1ea3y ra th\u00f4ng qua nh\u1eefng s\u1ef1 c\u1ed1 h\u1ecfng h\u00f3c nghi\u00eam tr\u1ecdng; n\u00f3 t\u00edch t\u1ee5 t\u1eeb nh\u1eefng s\u1ef1 k\u00e9m hi\u1ec7u qu\u1ea3 mang t\u00ednh kinh ni\u00ean v\u00e0 v\u00f4 h\u00ecnh.<\/span><\/p>\n<ul data-path-to-node=\"4\">\n<li>\n<p data-path-to-node=\"4,0,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"4,0,0\" data-index-in-node=\"0\">D\u1eef li\u1ec7u:<\/b> C\u00f3 t\u1edbi 20-30% n\u0103ng l\u01b0\u1ee3ng c\u00f4ng nghi\u1ec7p b\u1ecb th\u1ea5t tho\u00e1t do thi\u1ebft b\u1ecb t\u1ed1i \u01b0u h\u00f3a k\u00e9m v\u00e0 s\u1ef1 ch\u1eadm tr\u1ec5 trong b\u1ea3o tr\u00ec. Th\u1eadm ch\u00ed ngay c\u1ea3 khi \u1edf ch\u1ebf \u0111\u1ed9 ch\u1edd (idle), m\u00e1y m\u00f3c v\u1eabn c\u00f3 th\u1ec3 ti\u00eau th\u1ee5 t\u1eeb 30\u201350% c\u00f4ng su\u1ea5t t\u1ed1i \u0111a.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"4,1,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"4,1,0\" data-index-in-node=\"0\">T\u00e1c \u0111\u1ed9ng:<\/b> V\u1edbi vi\u1ec7c chi ph\u00ed n\u0103ng l\u01b0\u1ee3ng chi\u1ebfm t\u1eeb 15-40% chi ph\u00ed v\u1eadn h\u00e0nh (OpEx), s\u1ef1 l\u00e3ng ph\u00ed n\u00e0y \u1ea3nh h\u01b0\u1edfng n\u1eb7ng n\u1ec1 \u0111\u1ebfn t\u1ef7 su\u1ea5t l\u1ee3i nhu\u1eadn v\u00e0 &#8220;d\u1ea5u ch\u00e2n&#8221; carbon c\u1ee7a doanh nghi\u1ec7p.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"4,2,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"4,2,0\" data-index-in-node=\"0\">Nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5:<\/b> H\u1ea7u h\u1ebft c\u00e1c nh\u00e0 m\u00e1y v\u1eabn d\u1ef1a v\u00e0o b\u1ea3o tr\u00ec th\u1ee5 \u0111\u1ed9ng \u2014 ch\u1ec9 s\u1eeda ch\u1eefa m\u00e1y m\u00f3c sau khi ch\u00fang \u0111\u00e3 h\u1ecfng, khi\u1ebfn nh\u1eefng \u0111i\u1ec3m k\u00e9m hi\u1ec7u qu\u1ea3 kh\u00f4ng b\u1ecb ph\u00e1t hi\u1ec7n trong nhi\u1ec1u th\u00e1ng tr\u1eddi.<\/span><\/p>\n<\/li>\n<\/ul>\n<h1 data-path-to-node=\"5\"><span class=\"ez-toc-section\" id=\"2_AI_Bao_tri_Du_doan_Co_may_thuc_day_Hieu_suat\"><\/span><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"5\" data-index-in-node=\"0\">2. AI &amp; B\u1ea3o tr\u00ec D\u1ef1 \u0111o\u00e1n: C\u1ed7 m\u00e1y th\u00fac \u0111\u1ea9y Hi\u1ec7u su\u1ea5t<\/b> <\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p data-path-to-node=\"5\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang d\u1ecbch chuy\u1ec3n n\u1ec1n s\u1ea3n xu\u1ea5t t\u1eeb s\u1eeda ch\u1eefa th\u1ee5 \u0111\u1ed9ng sang t\u1ed1i \u01b0u h\u00f3a d\u1ef1 \u0111o\u00e1n. B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn theo th\u1eddi gian th\u1ef1c (\u0111\u1ed9 rung, nhi\u1ec7t \u0111\u1ed9, m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n), AI c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng nh\u1ecf nh\u1ea5t tr\u01b0\u1edbc khi ch\u00fang l\u00e0m gi\u00e1n \u0111o\u1ea1n s\u1ea3n xu\u1ea5t.<\/span><\/p>\n<p data-path-to-node=\"6\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">C\u00e1c l\u1ee3i \u00edch v\u1eadn h\u00e0nh l\u00e0 ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c:<\/span><\/p>\n<ul data-path-to-node=\"7\">\n<li>\n<p data-path-to-node=\"7,0,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Gi\u1ea3m 30-50% th\u1eddi gian ng\u1eebng m\u00e1y ngo\u00e0i k\u1ebf ho\u1ea1ch (unplanned downtime).<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"7,1,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Gi\u1ea3m 10-25% chi ph\u00ed b\u1ea3o tr\u00ec.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"7,2,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">K\u00e9o d\u00e0i 20-40% tu\u1ed5i th\u1ecd thi\u1ebft b\u1ecb.<\/span><\/p>\n<\/li>\n<\/ul>\n<p data-path-to-node=\"8\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">V\u01b0\u1ee3t xa vi\u1ec7c ch\u1ec9 ng\u0103n ng\u1eeba h\u1ecfng h\u00f3c, AI \u0111\u1ea3m b\u1ea3o m\u00e1y m\u00f3c ho\u1ea1t \u0111\u1ed9ng \u1edf hi\u1ec7u su\u1ea5t t\u1ed1i \u0111a, tinh ch\u1ec9nh m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng kh\u1edbp ho\u00e0n to\u00e0n v\u1edbi nhu c\u1ea7u s\u1ea3n xu\u1ea5t theo th\u1eddi gian th\u1ef1c.<\/span><\/p>\n<h1 data-path-to-node=\"9\"><span class=\"ez-toc-section\" id=\"3_Triet_ly_%E2%80%9CTinh_chinh_thay_vi_Thay_the%E2%80%9D_Refine_vs_Replace\"><\/span><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"9\" data-index-in-node=\"0\">3. Tri\u1ebft l\u00fd &#8220;Tinh ch\u1ec9nh thay v\u00ec Thay th\u1ebf&#8221; (Refine vs. Replace)<\/b><\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p data-path-to-node=\"9\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"> M\u1ed9t l\u1ea7m t\u01b0\u1edfng ph\u1ed5 bi\u1ebfn v\u1ec1 t\u00ednh b\u1ec1n v\u1eefng l\u00e0 s\u1ef1 ti\u1ebfn b\u1ed9 lu\u00f4n \u0111\u00f2i h\u1ecfi ph\u1ea3i mua s\u1eafm thi\u1ebft b\u1ecb m\u1edbi ho\u00e0n to\u00e0n. Tuy nhi\u00ean, vi\u1ec7c thay th\u1ebf m\u00e1y m\u00f3c qu\u00e1 s\u1edbm l\u00e0m l\u00e3ng ph\u00ed m\u1ed9t l\u01b0\u1ee3ng l\u1edbn t\u00e0i nguy\u00ean v\u00e0 n\u0103ng l\u01b0\u1ee3ng \u0111\u00e3 \u0111\u01b0\u1ee3c &#8220;nh\u00fang&#8221; v\u00e0o ch\u00fang trong qu\u00e1 tr\u00ecnh ch\u1ebf t\u1ea1o.<\/span><\/p>\n<p data-path-to-node=\"10\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">B\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n h\u1ed7 tr\u1ee3 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn th\u00f4ng minh v\u00e0 tu\u1ea7n ho\u00e0n h\u01a1n: <b data-path-to-node=\"10\" data-index-in-node=\"70\">tinh ch\u1ec9nh v\u00e0 t\u1ed1i \u01b0u h\u00f3a nh\u1eefng g\u00ec b\u1ea1n \u0111ang c\u00f3.<\/b><\/span><\/p>\n<p data-path-to-node=\"11\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">B\u1eb1ng c\u00e1ch gi\u00e1m s\u00e1t hi\u1ec7u su\u1ea5t m\u00e1y m\u00f3c li\u00ean t\u1ee5c, c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3:<\/span><\/p>\n<ul data-path-to-node=\"12\">\n<li>\n<p data-path-to-node=\"12,0,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Nh\u1eadn di\u1ec7n s\u1ef1 s\u1ee5t gi\u1ea3m hi\u1ec7u su\u1ea5t tr\u01b0\u1edbc khi ch\u00fang leo thang th\u00e0nh c\u00e1c s\u1ef1 c\u1ed1 l\u1edbn.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"12,1,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">K\u00e9o d\u00e0i v\u00f2ng \u0111\u1eddi v\u1eadn h\u00e0nh c\u1ee7a thi\u1ebft b\u1ecb th\u00f4ng qua b\u1ea3o tr\u00ec c\u00f3 m\u1ee5c ti\u00eau.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"12,2,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Gi\u1ea3m r\u00e1c th\u1ea3i v\u1eadt li\u1ec7u li\u00ean quan \u0111\u1ebfn vi\u1ec7c thay th\u1ebf thi\u1ebft b\u1ecb s\u1edbm.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"12,3,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">C\u1ea3i thi\u1ec7n t\u1ed5ng m\u1ee9c \u0111\u1ed9 s\u1eed d\u1ee5ng t\u00e0i s\u1ea3n (asset utilization) tr\u00ean to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t.<\/span><\/p>\n<\/li>\n<\/ul>\n<p data-path-to-node=\"13\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y ho\u00e0n to\u00e0n ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c nguy\u00ean t\u1eafc c\u1ee7a n\u1ec1n kinh t\u1ebf tu\u1ea7n ho\u00e0n, trong \u0111\u00f3 nh\u1ea5n m\u1ea1nh vi\u1ec7c t\u1ed1i \u0111a h\u00f3a gi\u00e1 tr\u1ecb khai th\u00e1c t\u1eeb c\u00e1c ngu\u1ed3n l\u1ef1c s\u1eb5n c\u00f3 \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed. Ngay c\u1ea3 nh\u1eefng s\u1ef1 gia t\u0103ng khi\u00eam t\u1ed1n v\u1ec1 tu\u1ed5i th\u1ecd thi\u1ebft b\u1ecb \u2014 \u1edf m\u1ee9c v\u00f2ng \u0111\u1eddi v\u1eadn h\u00e0nh d\u00e0i h\u01a1n 10-20% \u2014 c\u0169ng c\u00f3 th\u1ec3 mang l\u1ea1i s\u1ef1 s\u1ee5t gi\u1ea3m \u0111\u00e1ng k\u1ec3 v\u1ec1 chi ph\u00ed \u0111\u1ea7u t\u01b0 c\u01a1 b\u1ea3n (CapEx) v\u00e0 l\u01b0\u1ee3ng kh\u00ed th\u1ea3i trong su\u1ed1t v\u00f2ng \u0111\u1eddi.<\/span><\/p>\n<p data-path-to-node=\"14\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Do \u0111\u00f3, b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n kh\u00f4ng ch\u1ec9 \u0111\u00f3ng g\u00f3p v\u00e0o hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh m\u00e0 c\u00f2n h\u1ed7 tr\u1ee3 c\u00e1c m\u1ee5c ti\u00eau b\u1ec1n v\u1eefng v\u0129 m\u00f4 h\u01a1n, b\u1eb1ng c\u00e1ch trao quy\u1ec1n cho c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p khai th\u00e1c nhi\u1ec1u gi\u00e1 tr\u1ecb h\u01a1n t\u1eeb nh\u1eefng ngu\u1ed3n l\u1ef1c m\u00e0 h\u1ecd \u0111ang s\u1edf h\u1eefu.<\/span><\/p>\n<h1 data-path-to-node=\"15\"><span class=\"ez-toc-section\" id=\"4_Su_troi_day_cua_cac_He_thong_Cong_nghiep_Thong_minh\"><\/span><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"15\" data-index-in-node=\"0\">4. S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a c\u00e1c H\u1ec7 th\u1ed1ng C\u00f4ng nghi\u1ec7p Th\u00f4ng minh<\/b> <\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p data-path-to-node=\"15\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Khi b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n k\u1ebft h\u1ee3p c\u00f9ng gi\u00e1m s\u00e1t n\u0103ng l\u01b0\u1ee3ng, ch\u00fang t\u1ea1o ra m\u1ed9t c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u1ed1ng nh\u1ea5t v\u00e0 \u0111\u01b0\u1ee3c d\u1eabn d\u1eaft b\u1edfi d\u1eef li\u1ec7u. C\u00e1c c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 hi\u1ec7n \u0111\u1ea1i cho ph\u00e9p c\u00e1c c\u00f4ng ty theo d\u00f5i hi\u1ec7u su\u1ea5t, ph\u00e1t hi\u1ec7n s\u1ef1 k\u00e9m hi\u1ec7u qu\u1ea3 v\u00e0 \u0111i\u1ec1u ch\u1ec9nh l\u1ecbch tr\u00ecnh s\u1ea3n xu\u1ea5t m\u1ed9t c\u00e1ch linh ho\u1ea1t.<\/span><\/p>\n<p data-path-to-node=\"16\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t b\u00e0i t\u1eadp b\u00e1o c\u00e1o tr\u1eebu t\u01b0\u1ee3ng v\u00e0 t\u00e1ch bi\u1ec7t. N\u00f3 \u0111\u01b0\u1ee3c g\u1eafn ch\u1eb7t v\u00e0o c\u00e1c ho\u1ea1t \u0111\u1ed9ng v\u1eadn h\u00e0nh h\u00e0ng ng\u00e0y, n\u01a1i m\u1ed7i chu k\u1ef3 c\u1ee7a m\u00e1y m\u00f3c v\u00e0 m\u1ed7i quy\u1ebft \u0111\u1ecbnh b\u1ea3o tr\u00ec \u0111\u1ec1u th\u00fac \u0111\u1ea9y s\u1ef1 c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c.<\/span><\/p>\n<p data-path-to-node=\"17\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"17\" data-index-in-node=\"0\">5. Bi\u1ebfn &#8220;S\u1ef1 th\u1ea5u hi\u1ec3u&#8221; (Insight) th\u00e0nh H\u00e0nh \u0111\u1ed9ng<\/b> <\/span><\/p>\n<p data-path-to-node=\"17\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">C\u00e1c \u00fd t\u01b0\u1edfng lu\u00f4n c\u1ea7n \u0111\u1ebfn nh\u1eefng c\u00f4ng c\u1ee5 th\u1ef1c ti\u1ec5n. C\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t MMM t\u1eeb LC Tech Vi\u1ec7t Nam ch\u1ee9ng minh c\u00e1ch nh\u1eefng kh\u00e1i ni\u1ec7m n\u00e0y ho\u1ea1t \u0111\u1ed9ng trong th\u1ebf gi\u1edbi th\u1ef1c. B\u1eb1ng c\u00e1ch thu th\u1eadp d\u1eef li\u1ec7u \u1edf c\u1ea5p \u0111\u1ed9 m\u00e1y m\u00f3c v\u00e0 t\u00edch h\u1ee3p n\u00f3 v\u1edbi c\u00e1c ph\u00e2n t\u00edch v\u1ec1 n\u0103ng l\u01b0\u1ee3ng c\u0169ng nh\u01b0 b\u1ea3o tr\u00ec, nh\u1eefng h\u1ec7 th\u1ed1ng n\u00e0y cho ph\u00e9p ng\u01b0\u1eddi v\u1eadn h\u00e0nh ph\u00e1t hi\u1ec7n nh\u1eefng ngu\u1ed3n r\u00f2 r\u1ec9 l\u00e3ng ph\u00ed \u1ea9n v\u00e0 kh\u1eafc ph\u1ee5c s\u1ef1 k\u00e9m hi\u1ec7u qu\u1ea3 tr\u01b0\u1edbc khi ch\u00fang t\u00e1c \u0111\u1ed9ng ti\u00eau c\u1ef1c \u0111\u1ebfn l\u1ee3i nhu\u1eadn r\u00f2ng.<\/span><\/p>\n<p data-path-to-node=\"18\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><i data-path-to-node=\"18\" data-index-in-node=\"0\">\u0110\u1ecdc th\u00eam: <a class=\"ng-star-inserted\" href=\"https:\/\/lctech.vn\/ko\/the-mmm-smart-electricity-gas-water-meter\/\" target=\"_blank\" rel=\"noopener\" data-hveid=\"0\" data-ved=\"0CAAQ_4QMahgKEwiy-aHLtoGUAxUAAAAAHQAAAAAQiAI\">https:\/\/lctech.vn\/the-mmm-smart-electricity-gas-water-meter\/<\/a><\/i><\/span><\/p>\n<h1 data-path-to-node=\"19\"><span class=\"ez-toc-section\" id=\"Ket_luan_Nha_may_thong_minh_nhat_se_gianh_chien_thang\"><\/span><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"19\" data-index-in-node=\"0\">K\u1ebft lu\u1eadn: Nh\u00e0 m\u00e1y th\u00f4ng minh nh\u1ea5t s\u1ebd gi\u00e0nh chi\u1ebfn th\u1eafng<\/b> <\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p data-path-to-node=\"19\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">S\u1ef1 b\u1ec1n v\u1eefng c\u00f4ng nghi\u1ec7p ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh h\u01a1n, ch\u1ee9 kh\u00f4ng ch\u1ec9 l\u00e0 ngu\u1ed3n \u0111i\u1ec7n s\u1ea1ch h\u01a1n. S\u1ef1 d\u1ecbch chuy\u1ec3n \u0111\u00e3 r\u00f5 r\u00e0ng:<\/span><\/p>\n<ul data-path-to-node=\"20\">\n<li>\n<p data-path-to-node=\"20,0,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"20,0,0\" data-index-in-node=\"0\">D\u1eef li\u1ec7u<\/b> l\u00e0m cho nh\u1eefng l\u00e3ng ph\u00ed n\u0103ng l\u01b0\u1ee3ng v\u00f4 h\u00ecnh tr\u1edf n\u00ean h\u1eefu h\u00ecnh.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"20,1,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"20,1,0\" data-index-in-node=\"0\">Ho\u1ea1t \u0111\u1ed9ng b\u1ea3o tr\u00ec<\/b> ti\u1ebfn h\u00f3a t\u1eeb s\u1eeda ch\u1eefa th\u1ee5 \u0111\u1ed9ng sang t\u1ed1i \u01b0u h\u00f3a d\u1ef1 \u0111o\u00e1n.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"20,2,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"20,2,0\" data-index-in-node=\"0\">T\u00ednh b\u1ec1n v\u1eefng<\/b> th\u00fac \u0111\u1ea9y hi\u1ec7u su\u1ea5t v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf.<\/span><\/p>\n<\/li>\n<\/ul>\n<p data-path-to-node=\"21\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">R\u1ed1t cu\u1ed9c, nh\u00e0 m\u00e1y ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng nh\u1ea5t kh\u00f4ng ph\u1ea3i l\u00e0 nh\u00e0 m\u00e1y li\u00ean t\u1ee5c mua s\u1eafm c\u00e1c lo\u1ea1i m\u00e1y m\u00f3c m\u1edbi nh\u1ea5t \u2014 \u0111\u00f3 l\u00e0 nh\u00e0 m\u00e1y th\u1ea5u hi\u1ec3u r\u00f5 nh\u1ea5t h\u1ec7 th\u1ed1ng m\u00e1y m\u00f3c hi\u1ec7n t\u1ea1i c\u1ee7a m\u00ecnh v\u00e0 li\u00ean t\u1ee5c t\u1ed1i \u01b0u h\u00f3a ch\u00fang.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng trong c\u00f4ng nghi\u1ec7p kh\u00f4ng ch\u1ec9 l\u00e0 c\u00e2u chuy\u1ec7n chuy\u1ec3n \u0111\u1ed5i sang n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o; n\u00f3<\/p>","protected":false},"author":7,"featured_media":17752,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[],"class_list":["post-17751","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.5 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>T\u1eea L\u00c3NG PH\u00cd N\u0102NG L\u01af\u1ee2NG \u0110\u1ebeN B\u1ec0N V\u1eeeNG C\u00d4NG NGHI\u1ec6P TH\u00d4NG MINH: V\u00cc SAO B\u1ea2O TR\u00cc B\u1eb0NG AI \u0110ANG \u0110\u1ecaNH H\u00ccNH L\u1ea0I N\u1ec0N S\u1ea2N XU\u1ea4T HI\u1ec6N \u0110\u1ea0I - LC Tech<\/title>\n<meta name=\"description\" content=\"Ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng trong c\u00f4ng nghi\u1ec7p kh\u00f4ng ch\u1ec9 l\u00e0 c\u00e2u chuy\u1ec7n chuy\u1ec3n \u0111\u1ed5i sang n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o; 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