{"id":16870,"date":"2025-04-10T18:34:04","date_gmt":"2025-04-10T11:34:04","guid":{"rendered":"https:\/\/lctech.vn\/?p=16870"},"modified":"2025-04-10T18:35:22","modified_gmt":"2025-04-10T11:35:22","slug":"phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua","status":"publish","type":"post","link":"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/","title":{"rendered":"Ph\u1ea7n M\u1ec1m Qu\u1ea3n L\u00fd Ti\u00eau Th\u1ee5 \u0110i\u1ec7n N\u01b0\u1edbc Gi\u00fap Qu\u1ea3n L\u00fd T\u00e0i Nguy\u00ean Hi\u1ec7u Qu\u1ea3"},"content":{"rendered":"<div>\n<p class=\"break-words\" dir=\"auto\">Trong th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 4.0, vi\u1ec7c qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean nh\u01b0 \u0111i\u1ec7n v\u00e0 n\u01b0\u1edbc kh\u00f4ng c\u00f2n ph\u1ee5 thu\u1ed9c ho\u00e0n to\u00e0n v\u00e0o c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ee7 c\u00f4ng l\u1ed7i th\u1eddi. <strong>Ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u01b0\u1edbc<\/strong> \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 kh\u00f4ng th\u1ec3 thi\u1ebfu, gi\u00fap t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean t\u1ea1i c\u00e1c h\u1ed9 gia \u0111\u00ecnh, doanh nghi\u1ec7p v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u00f4 th\u1ecb. V\u1edbi kh\u1ea3 n\u0103ng <strong>theo d\u00f5i th\u1eddi gian th\u1ef1c<\/strong>, <strong>t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh t\u00ednh to\u00e1n<\/strong>, v\u00e0 <strong>c\u1ea3nh b\u00e1o s\u1ef1 c\u1ed1<\/strong>, c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed m\u00e0 c\u00f2n \u0111\u00f3ng g\u00f3p l\u1edbn v\u00e0o vi\u1ec7c b\u1ea3o v\u1ec7 m\u00f4i tr\u01b0\u1eddng.<\/p>\n<p class=\"break-words\" dir=\"auto\">M\u1ed9t nghi\u00ean c\u1ee9u th\u1ef1c t\u1ebf cho th\u1ea5y, vi\u1ec7c \u1ee9ng d\u1ee5ng ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u01b0\u1edbc c\u00f3 th\u1ec3 <strong>gi\u1ea3m \u0111\u1ebfn 30% l\u01b0\u1ee3ng \u0111i\u1ec7n v\u00e0 n\u01b0\u1edbc ti\u00eau th\u1ee5<\/strong> nh\u1edd ph\u00e1t hi\u1ec7n k\u1ecbp th\u1eddi c\u00e1c r\u00f2 r\u1ec9 v\u00e0 \u0111i\u1ec1u ch\u1ec9nh h\u00e0nh vi s\u1eed d\u1ee5ng. H\u01a1n th\u1ebf n\u1eefa, s\u1ef1 t\u00edch h\u1ee3p c\u1ee7a <strong>Internet v\u1ea1n v\u1eadt (IoT)<\/strong>, <strong>\u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/strong>, v\u00e0 <strong>tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/strong> \u0111ang m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi cho qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean b\u1ec1n v\u1eefng. Trong b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta s\u1ebd c\u00f9ng kh\u00e1m ph\u00e1 chi ti\u1ebft v\u1ec1 ph\u1ea7n m\u1ec1m n\u00e0y \u2013 t\u1eeb c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng, t\u00ednh n\u0103ng n\u1ed5i b\u1eadt, l\u1ee3i \u00edch kinh t\u1ebf &#8211; m\u00f4i tr\u01b0\u1eddng, \u0111\u1ebfn c\u00e1c xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai.<\/p>\n<hr \/>\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=\"Toggle Table of Content\"><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-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Tong_Quan_Ve_Phan_Mem_Quan_Ly_Tieu_Thu_Dien_Nuoc\" >T\u1ed5ng Quan V\u1ec1 Ph\u1ea7n M\u1ec1m Qu\u1ea3n L\u00fd Ti\u00eau Th\u1ee5 \u0110i\u1ec7n N\u01b0\u1edbc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Phan_Mem_Quan_Ly_Tieu_Thu_Dien_Nuoc_La_Gi\" >Ph\u1ea7n M\u1ec1m Qu\u1ea3n L\u00fd Ti\u00eau Th\u1ee5 \u0110i\u1ec7n N\u01b0\u1edbc L\u00e0 G\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Nguyen_Ly_Hoat_Dong\" >Nguy\u00ean L\u00fd Ho\u1ea1t \u0110\u1ed9ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Thanh_Phan_Cot_Loi\" >Th\u00e0nh Ph\u1ea7n C\u1ed1t L\u00f5i<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Tinh_Nang_Noi_Bat_Cua_He_Thong_Quan_Ly_Hien_Dai\" >T\u00ednh N\u0103ng N\u1ed5i B\u1eadt C\u1ee7a H\u1ec7 Th\u1ed1ng Qu\u1ea3n L\u00fd Hi\u1ec7n \u0110\u1ea1i<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Giam_Sat_Thoi_Gian_Thuc_Va_Canh_Bao_Tu_Dong\" >Gi\u00e1m S\u00e1t Th\u1eddi Gian Th\u1ef1c V\u00e0 C\u1ea3nh B\u00e1o T\u1ef1 \u0110\u1ed9ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Quan_Ly_Hoa_Don_Va_Thanh_Toan_Tu_Dong\" >Qu\u1ea3n L\u00fd H\u00f3a \u0110\u01a1n V\u00e0 Thanh To\u00e1n T\u1ef1 \u0110\u1ed9ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Phan_Tich_Du_Lieu_Va_Bao_Cao_Thong_Minh\" >Ph\u00e2n T\u00edch D\u1eef Li\u1ec7u V\u00e0 B\u00e1o C\u00e1o Th\u00f4ng Minh<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Loi_Ich_Kinh_Te_Va_Moi_Truong\" >L\u1ee3i \u00cdch Kinh T\u1ebf V\u00e0 M\u00f4i Tr\u01b0\u1eddng<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Tiet_Kiem_Chi_Phi_Van_Hanh\" >Ti\u1ebft Ki\u1ec7m Chi Ph\u00ed V\u1eadn H\u00e0nh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Giam_Thieu_Ton_That_Tai_Nguyen\" >Gi\u1ea3m Thi\u1ec3u T\u1ed5n Th\u1ea5t T\u00e0i Nguy\u00ean<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Thuc_Day_Su_Dung_Ben_Vung\" >Th\u00fac \u0110\u1ea9y S\u1eed D\u1ee5ng B\u1ec1n V\u1eefng<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Trien_Khai_Thuc_Te_Tai_Viet_Nam\" >Tri\u1ec3n Khai Th\u1ef1c T\u1ebf T\u1ea1i Vi\u1ec7t Nam<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Giai_Phap_Cho_Ho_Gia_Dinh\" >Gi\u1ea3i Ph\u00e1p Cho H\u1ed9 Gia \u0110\u00ecnh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Ung_Dung_Trong_Doanh_Nghiep\" >\u1ee8ng D\u1ee5ng Trong Doanh Nghi\u1ec7p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Du_An_Do_Thi_Thong_Minh\" >D\u1ef1 \u00c1n \u0110\u00f4 Th\u1ecb Th\u00f4ng Minh<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Xu_Huong_Phat_Trien_Tuong_Lai\" >Xu H\u01b0\u1edbng Ph\u00e1t Tri\u1ec3n T\u01b0\u01a1ng Lai<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Tich_Hop_Tri_Tue_Nhan_Tao_Va_Hoc_May\" >T\u00edch H\u1ee3p Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o V\u00e0 H\u1ecdc M\u00e1y<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Ung_Dung_Van_Vat_Ket_Noi_IoT_Tien_Tien\" >\u1ee8ng D\u1ee5ng V\u1ea1n V\u1eadt K\u1ebft N\u1ed1i (IoT) Ti\u00ean Ti\u1ebfn<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Huong_Den_Nen_Kinh_Te_Tuan_Hoan\" >H\u01b0\u1edbng \u0110\u1ebfn N\u1ec1n Kinh T\u1ebf Tu\u1ea7n Ho\u00e0n<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/lctech.vn\/ja\/phan-mem-quan-ly-tieu-thu-dien-nuoc-giup-quan-ly-tai-nguyen-hieu-qua\/#Ket_Luan_Va_Khuyen_Nghi\" >K\u1ebft Lu\u1eadn V\u00e0 Khuy\u1ebfn Ngh\u1ecb<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Tong_Quan_Ve_Phan_Mem_Quan_Ly_Tieu_Thu_Dien_Nuoc\"><\/span>T\u1ed5ng Quan V\u1ec1 Ph\u1ea7n M\u1ec1m Qu\u1ea3n L\u00fd Ti\u00eau Th\u1ee5 \u0110i\u1ec7n N\u01b0\u1edbc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Phan_Mem_Quan_Ly_Tieu_Thu_Dien_Nuoc_La_Gi\"><\/span>Ph\u1ea7n M\u1ec1m Qu\u1ea3n L\u00fd Ti\u00eau Th\u1ee5 \u0110i\u1ec7n N\u01b0\u1edbc L\u00e0 G\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\"><strong>Ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u01b0\u1edbc<\/strong> l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f4ng ngh\u1ec7 t\u00edch h\u1ee3p, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111o l\u01b0\u1eddng, ph\u00e2n t\u00edch v\u00e0 gi\u00e1m s\u00e1t l\u01b0\u1ee3ng \u0111i\u1ec7n n\u0103ng c\u0169ng nh\u01b0 n\u01b0\u1edbc ti\u00eau th\u1ee5 m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng v\u00e0 ch\u00ednh x\u00e1c. Kh\u00f4ng gi\u1ed1ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng nh\u01b0 ghi ch\u1ec9 s\u1ed1 th\u1ee7 c\u00f4ng, ph\u1ea7n m\u1ec1m n\u00e0y s\u1eed d\u1ee5ng <strong>d\u1eef li\u1ec7u l\u1edbn (big data)<\/strong>, <strong>d\u1ef1 b\u00e1o xu h\u01b0\u1edbng<\/strong>, v\u00e0 kh\u1ea3 n\u0103ng <strong>t\u00edch h\u1ee3p \u0111a n\u1ec1n t\u1ea3ng<\/strong> \u0111\u1ec3 mang l\u1ea1i hi\u1ec7u qu\u1ea3 v\u01b0\u1ee3t tr\u1ed9i.<\/p>\n<p class=\"break-words\" dir=\"auto\">C\u00e1c gi\u1ea3i ph\u00e1p hi\u1ec7n \u0111\u1ea1i nh\u01b0 <strong>eKMap Solutions<\/strong> hay <strong>ACMan NUOC<\/strong> kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c ghi nh\u1eadn s\u1ed1 li\u1ec7u m\u00e0 c\u00f2n cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch chuy\u00ean s\u00e2u, gi\u00fap ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh qu\u1ea3n l\u00fd t\u1ed1i \u01b0u. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc ti\u1ebfn l\u1edbn trong vi\u1ec7c hi\u1ec7n \u0111\u1ea1i h\u00f3a qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean, \u0111\u1eb7c bi\u1ec7t trong b\u1ed1i c\u1ea3nh t\u00e0i nguy\u00ean ng\u00e0y c\u00e0ng khan hi\u1ebfm.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Nguyen_Ly_Hoat_Dong\"><\/span>Nguy\u00ean L\u00fd Ho\u1ea1t \u0110\u1ed9ng<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">H\u1ec7 th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean m\u1ed9t m\u1ea1ng l\u01b0\u1edbi <strong>c\u1ea3m bi\u1ebfn th\u00f4ng minh<\/strong> \u0111\u01b0\u1ee3c l\u1eafp \u0111\u1eb7t t\u1ea1i c\u00e1c \u0111i\u1ec3m \u0111o quan tr\u1ecdng nh\u01b0 \u0111\u1ed3ng h\u1ed3 \u0111i\u1ec7n, \u0111\u1ed3ng h\u1ed3 n\u01b0\u1edbc ho\u1eb7c c\u00e1c n\u00fat ph\u00e2n ph\u1ed1i. D\u1eef li\u1ec7u t\u1eeb c\u00e1c thi\u1ebft b\u1ecb n\u00e0y \u0111\u01b0\u1ee3c thu th\u1eadp v\u00e0 truy\u1ec1n v\u1ec1 trung t\u00e2m x\u1eed l\u00fd th\u00f4ng qua c\u00e1c giao th\u1ee9c kh\u00f4ng d\u00e2y ti\u00ean ti\u1ebfn nh\u01b0 <strong>LoRaWAN<\/strong> ho\u1eb7c <strong>NB-IoT<\/strong>.<\/p>\n<p class=\"break-words\" dir=\"auto\">Sau khi d\u1eef li\u1ec7u th\u00f4 \u0111\u01b0\u1ee3c g\u1eedi v\u1ec1, c\u00f4ng ngh\u1ec7 <strong>x\u1eed l\u00fd t\u00edn hi\u1ec7u s\u1ed1<\/strong> v\u00e0 <strong>thu\u1eadt to\u00e1n m\u00e1y h\u1ecdc (machine learning)<\/strong> s\u1ebd chuy\u1ec3n \u0111\u1ed5i ch\u00fang th\u00e0nh nh\u1eefng th\u00f4ng tin c\u00f3 \u00fd ngh\u0129a. Ch\u1eb3ng h\u1ea1n, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n m\u1ed9t <strong>m\u1eabu ti\u00eau th\u1ee5 b\u1ea5t th\u01b0\u1eddng<\/strong> (nh\u01b0 r\u00f2 r\u1ec9 n\u01b0\u1edbc ho\u1eb7c s\u1eed d\u1ee5ng \u0111i\u1ec7n v\u01b0\u1ee3t ng\u01b0\u1ee1ng) b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch c\u00e1c bi\u1ebfn \u0111\u1ed9ng \u0111\u1ed9t ng\u1ed9t v\u1ec1 l\u01b0u l\u01b0\u1ee3ng ho\u1eb7c c\u00f4ng su\u1ea5t. Khi ph\u00e1t hi\u1ec7n v\u1ea5n \u0111\u1ec1, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng g\u1eedi <strong>c\u1ea3nh b\u00e1o<\/strong> t\u1edbi ng\u01b0\u1eddi d\u00f9ng qua \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng ho\u1eb7c email.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Thanh_Phan_Cot_Loi\"><\/span>Th\u00e0nh Ph\u1ea7n C\u1ed1t L\u00f5i<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">M\u1ed9t h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u01b0\u1edbc ho\u00e0n ch\u1ec9nh bao g\u1ed3m ba l\u1edbp ch\u00ednh:<\/p>\n<ol class=\"marker:text-secondary\" dir=\"auto\">\n<li class=\"break-words\"><strong>Thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i (End-Device):<\/strong> Bao g\u1ed3m c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 \u0111\u1ed3ng h\u1ed3 th\u00f4ng minh. V\u00ed d\u1ee5, <strong>\u0111\u1ed3ng h\u1ed3 n\u01b0\u1edbc si\u00eau \u00e2m Ultrimis W<\/strong> s\u1eed d\u1ee5ng s\u00f3ng \u00e2m \u0111\u1ec3 \u0111o l\u01b0u l\u01b0\u1ee3ng v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao, kh\u00f4ng c\u00f3 b\u1ed9 ph\u1eadn c\u01a1 h\u1ecdc, gi\u00fap gi\u1ea3m sai s\u1ed1 v\u00e0 t\u0103ng \u0111\u1ed9 b\u1ec1n.<\/li>\n<li class=\"break-words\"><strong>H\u1ec7 th\u1ed1ng truy\u1ec1n d\u1eabn:<\/strong> \u0110\u00f3ng vai tr\u00f2 k\u1ebft n\u1ed1i gi\u1eefa thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i v\u00e0 trung t\u00e2m x\u1eed l\u00fd, s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 Wi-Fi, 4G\/5G ho\u1eb7c m\u1ea1ng di\u1ec7n r\u1ed9ng c\u00f4ng su\u1ea5t th\u1ea5p (LPWAN).<\/li>\n<li class=\"break-words\"><strong>N\u1ec1n t\u1ea3ng qu\u1ea3n l\u00fd:<\/strong> L\u00e0 giao di\u1ec7n trung t\u00e2m, th\u01b0\u1eddng d\u1ef1a tr\u00ean <strong>\u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/strong> nh\u01b0 <strong>ACMan 9.1<\/strong>, cung c\u1ea5p c\u00e1c t\u00ednh n\u0103ng ph\u00e2n t\u00edch, b\u00e1o c\u00e1o, v\u00e0 t\u00edch h\u1ee3p h\u00f3a \u0111\u01a1n \u0111i\u1ec7n t\u1eed.<\/li>\n<\/ol>\n<p class=\"break-words\" dir=\"auto\">V\u1edbi c\u1ea5u tr\u00fac n\u00e0y, h\u1ec7 th\u1ed1ng kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 c\u00f4ng c\u1ee5 \u0111o l\u01b0\u1eddng m\u00e0 c\u00f2n l\u00e0 gi\u1ea3i ph\u00e1p to\u00e0n di\u1ec7n cho qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean.<\/p>\n<hr \/>\n<h2 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Tinh_Nang_Noi_Bat_Cua_He_Thong_Quan_Ly_Hien_Dai\"><\/span>T\u00ednh N\u0103ng N\u1ed5i B\u1eadt C\u1ee7a H\u1ec7 Th\u1ed1ng Qu\u1ea3n L\u00fd Hi\u1ec7n \u0110\u1ea1i<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"break-words\" dir=\"auto\">C\u00e1c gi\u1ea3i ph\u00e1p qu\u1ea3n l\u00fd ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u01b0\u1edbc th\u1ebf h\u1ec7 m\u1edbi \u0111\u01b0\u1ee3c trang b\u1ecb nh\u1eefng t\u00ednh n\u0103ng v\u01b0\u1ee3t tr\u1ed9i, \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a c\u1ea3 ng\u01b0\u1eddi d\u00f9ng c\u00e1 nh\u00e2n v\u00e0 doanh nghi\u1ec7p. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng \u0111i\u1ec3m n\u1ed5i b\u1eadt:<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Giam_Sat_Thoi_Gian_Thuc_Va_Canh_Bao_Tu_Dong\"><\/span>Gi\u00e1m S\u00e1t Th\u1eddi Gian Th\u1ef1c V\u00e0 C\u1ea3nh B\u00e1o T\u1ef1 \u0110\u1ed9ng<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">H\u1ec7 th\u1ed1ng cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng <strong>theo d\u00f5i m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u01b0\u1edbc theo t\u1eebng ph\u00fat<\/strong> th\u00f4ng qua \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng ho\u1eb7c giao di\u1ec7n web. Ch\u1eb3ng h\u1ea1n, \u1ee9ng d\u1ee5ng <strong>EPoint<\/strong> c\u1ee7a T\u1eadp \u0111o\u00e0n \u0110i\u1ec7n l\u1ef1c Vi\u1ec7t Nam (EVN) cung c\u1ea5p bi\u1ec3u \u0111\u1ed3 so s\u00e1nh m\u1ee9c ti\u00eau th\u1ee5 theo ng\u00e0y, tu\u1ea7n, th\u00e1ng, gi\u00fap ng\u01b0\u1eddi d\u00f9ng nh\u1eadn di\u1ec7n th\u00f3i quen s\u1eed d\u1ee5ng m\u1ed9t c\u00e1ch tr\u1ef1c quan.<\/p>\n<p class=\"break-words\" dir=\"auto\">T\u00ednh n\u0103ng <strong>c\u1ea3nh b\u00e1o th\u00f4ng minh<\/strong> \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t khi h\u1ec7 th\u1ed1ng ph\u00e1t hi\u1ec7n c\u00e1c s\u1ef1 c\u1ed1 nh\u01b0:<\/p>\n<ul class=\"marker:text-secondary\" dir=\"auto\">\n<li class=\"break-words\"><strong>V\u01b0\u1ee3t ng\u01b0\u1ee1ng ti\u00eau th\u1ee5<\/strong> \u0111\u00e3 \u0111\u1eb7t tr\u01b0\u1edbc.<\/li>\n<li class=\"break-words\"><strong>R\u00f2 r\u1ec9 n\u01b0\u1edbc<\/strong> th\u00f4ng qua ph\u00e2n t\u00edch bi\u1ebfn \u0111\u1ed9ng \u00e1p su\u1ea5t ho\u1eb7c l\u01b0u l\u01b0\u1ee3ng \u0111\u1ed9t ng\u1ed9t.<\/li>\n<li class=\"break-words\"><strong>Gian l\u1eadn s\u1eed d\u1ee5ng \u0111i\u1ec7n<\/strong> nh\u1edd ph\u00e1t hi\u1ec7n nhi\u1ec5u t\u1eeb tr\u01b0\u1eddng b\u1ea5t th\u01b0\u1eddng.<\/li>\n<\/ul>\n<p class=\"break-words\" dir=\"auto\">Nh\u1eefng c\u1ea3nh b\u00e1o n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap gi\u1ea3m thi\u1ec3u t\u1ed5n th\u1ea5t m\u00e0 c\u00f2n t\u0103ng t\u00ednh minh b\u1ea1ch trong qu\u1ea3n l\u00fd.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Quan_Ly_Hoa_Don_Va_Thanh_Toan_Tu_Dong\"><\/span>Qu\u1ea3n L\u00fd H\u00f3a \u0110\u01a1n V\u00e0 Thanh To\u00e1n T\u1ef1 \u0110\u1ed9ng<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng t\u00ednh to\u00e1n chi ph\u00ed d\u1ef1a tr\u00ean <strong>bi\u1ec3u gi\u00e1 b\u1eadc thang<\/strong> v\u00e0 xu\u1ea5t <strong>h\u00f3a \u0111\u01a1n \u0111i\u1ec7n t\u1eed<\/strong> theo chu k\u1ef3. <strong>ACMan DIEN<\/strong>, m\u1ed9t ph\u1ea7n m\u1ec1m ph\u1ed5 bi\u1ebfn t\u1ea1i Vi\u1ec7t Nam, t\u00edch h\u1ee3p module k\u1ebf to\u00e1n th\u00f4ng minh, cho ph\u00e9p g\u1eedi th\u00f4ng b\u00e1o thanh to\u00e1n qua SMS ho\u1eb7c email. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 thanh to\u00e1n qua nhi\u1ec1u ph\u01b0\u01a1ng th\u1ee9c nh\u01b0 v\u00ed \u0111i\u1ec7n t\u1eed, chuy\u1ec3n kho\u1ea3n ng\u00e2n h\u00e0ng, ho\u1eb7c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng.<\/p>\n<p class=\"break-words\" dir=\"auto\">\u0110\u1eb7c bi\u1ec7t, m\u1ed9t s\u1ed1 gi\u1ea3i ph\u00e1p nh\u01b0 <strong>CyberTNM<\/strong> c\u00f2n \u1ee9ng d\u1ee5ng <strong>c\u00f4ng ngh\u1ec7 blockchain<\/strong> \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch v\u00e0 ng\u0103n ch\u1eb7n gi\u1ea3 m\u1ea1o h\u00f3a \u0111\u01a1n, t\u1ea1o ni\u1ec1m tin tuy\u1ec7t \u0111\u1ed1i cho ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Phan_Tich_Du_Lieu_Va_Bao_Cao_Thong_Minh\"><\/span>Ph\u00e2n T\u00edch D\u1eef Li\u1ec7u V\u00e0 B\u00e1o C\u00e1o Th\u00f4ng Minh<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">C\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 <strong>eKMap Solutions<\/strong> s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 <strong>d\u1ef1 b\u00e1o xu h\u01b0\u1edbng ti\u00eau th\u1ee5<\/strong> v\u00e0 \u0111\u1ec1 xu\u1ea5t k\u1ebf ho\u1ea1ch s\u1eed d\u1ee5ng t\u1ed1i \u01b0u. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c b\u00e1o c\u00e1o \u0111a chi\u1ec1u, bao g\u1ed3m:<\/p>\n<ul class=\"marker:text-secondary\" dir=\"auto\">\n<li class=\"break-words\">So s\u00e1nh hi\u1ec7u su\u1ea5t ti\u00eau th\u1ee5 gi\u1eefa c\u00e1c khu v\u1ef1c.<\/li>\n<li class=\"break-words\">\u0110\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 s\u1eed d\u1ee5ng thi\u1ebft b\u1ecb \u0111i\u1ec7n\/n\u01b0\u1edbc.<\/li>\n<li class=\"break-words\">Ph\u00e2n t\u00edch t\u1ed5n th\u1ea5t do r\u00f2 r\u1ec9 ho\u1eb7c l\u00e3ng ph\u00ed.<\/li>\n<\/ul>\n<p class=\"break-words\" dir=\"auto\">Ph\u1ea7n m\u1ec1m <strong>Vnatech<\/strong> th\u1eadm ch\u00ed c\u00f2n \u1ee9ng d\u1ee5ng m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y \u0111\u1ec3 nh\u1eadn di\u1ec7n c\u00e1c m\u1eabu ti\u00eau th\u1ee5 b\u1ea5t th\u01b0\u1eddng v\u00e0 \u0111\u01b0a ra <strong>gi\u1ea3i ph\u00e1p ti\u1ebft ki\u1ec7m c\u00e1 nh\u00e2n h\u00f3a<\/strong>, gi\u00fap ng\u01b0\u1eddi d\u00f9ng t\u1ed1i \u01b0u h\u00f3a chi ph\u00ed.<\/p>\n<hr \/>\n<h2 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Loi_Ich_Kinh_Te_Va_Moi_Truong\"><\/span>L\u1ee3i \u00cdch Kinh T\u1ebf V\u00e0 M\u00f4i Tr\u01b0\u1eddng<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"break-words\" dir=\"auto\">Vi\u1ec7c tri\u1ec3n khai ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u01b0\u1edbc mang l\u1ea1i <strong>hi\u1ec7u qu\u1ea3 k\u00e9p<\/strong> v\u1ec1 t\u00e0i ch\u00ednh v\u00e0 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng. C\u00e1c nghi\u00ean c\u1ee9u cho th\u1ea5y t\u1ef7 su\u1ea5t ho\u00e0n v\u1ed1n (ROI) trung b\u00ecnh \u0111\u1ea1t <strong>250% trong 3 n\u0103m<\/strong>, nh\u1edd gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh v\u00e0 t\u1ed5n th\u1ea5t t\u00e0i nguy\u00ean.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Tiet_Kiem_Chi_Phi_Van_Hanh\"><\/span>Ti\u1ebft Ki\u1ec7m Chi Ph\u00ed V\u1eadn H\u00e0nh<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\"><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u<\/strong> gi\u00fap doanh nghi\u1ec7p c\u1eaft gi\u1ea3m \u0111\u1ebfn <strong>80% nh\u00e2n l\u1ef1c th\u1ee7 c\u00f4ng<\/strong> trong c\u00f4ng t\u00e1c ghi ch\u1ec9 s\u1ed1. T\u1ea1i L\u00e0o Cai, EVN \u0111\u00e3 gi\u1ea3m <strong>40% th\u1eddi gian x\u1eed l\u00fd khi\u1ebfu n\u1ea1i<\/strong> nh\u1edd h\u1ec7 th\u1ed1ng c\u1ea3nh b\u00e1o s\u1edbm v\u00e0 minh b\u1ea1ch h\u00f3a d\u1eef li\u1ec7u. Trong khi \u0111\u00f3, ph\u1ea7n m\u1ec1m <strong>KiotViet<\/strong> h\u1ed7 tr\u1ee3 c\u00e1c c\u1eeda h\u00e0ng \u0111i\u1ec7n n\u01b0\u1edbc gi\u1ea3m <strong>30% t\u1ed3n kho<\/strong> nh\u1edd d\u1ef1 b\u00e1o nhu c\u1ea7u ch\u00ednh x\u00e1c.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Giam_Thieu_Ton_That_Tai_Nguyen\"><\/span>Gi\u1ea3m Thi\u1ec3u T\u1ed5n Th\u1ea5t T\u00e0i Nguy\u00ean<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">C\u00f4ng ngh\u1ec7 ph\u00e1t hi\u1ec7n r\u00f2 r\u1ec9 ti\u00ean ti\u1ebfn c\u1ee7a <strong>eKMap Solutions<\/strong> \u0111\u00e3 gi\u00fap m\u1ed9t nh\u00e0 m\u00e1y n\u01b0\u1edbc t\u1ea1i \u0110\u00e0 N\u1eb5ng ph\u00e1t hi\u1ec7n <strong>15 \u0111i\u1ec3m r\u00f2 r\u1ec9 ng\u1ea7m<\/strong> ch\u1ec9 trong 1 tu\u1ea7n, ti\u1ebft ki\u1ec7m <strong>25 tri\u1ec7u l\u00edt n\u01b0\u1edbc m\u1ed7i th\u00e1ng<\/strong>. H\u1ec7 th\u1ed1ng c\u1ea3m bi\u1ebfn \u00e1p su\u1ea5t th\u00f4ng minh \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c <strong>98%<\/strong>, gi\u1ea3m <strong>40% th\u1eddi gian s\u1eeda ch\u1eefa<\/strong> s\u1ef1 c\u1ed1 \u0111\u01b0\u1eddng \u1ed1ng.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Thuc_Day_Su_Dung_Ben_Vung\"><\/span>Th\u00fac \u0110\u1ea9y S\u1eed D\u1ee5ng B\u1ec1n V\u1eefng<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">B\u1eb1ng c\u00e1ch cung c\u1ea5p th\u00f4ng tin tr\u1ef1c quan v\u1ec1 m\u1ee9c ti\u00eau th\u1ee5, ph\u1ea7n m\u1ec1m khuy\u1ebfn kh\u00edch ng\u01b0\u1eddi d\u00f9ng \u0111i\u1ec1u ch\u1ec9nh h\u00e0nh vi. \u1ee8ng d\u1ee5ng <strong>EPoint<\/strong> ghi nh\u1eadn <strong>23% ng\u01b0\u1eddi d\u00f9ng gi\u1ea3m l\u01b0\u1ee3ng \u0111i\u1ec7n ti\u00eau th\u1ee5<\/strong> sau 3 th\u00e1ng nh\u1edd c\u00e1c t\u00ednh n\u0103ng so s\u00e1nh v\u00e0 \u0111\u1ec1 xu\u1ea5t ti\u1ebft ki\u1ec7m. C\u00e1c doanh nghi\u1ec7p s\u1eed d\u1ee5ng <strong>ACMan NUOC<\/strong> c\u1ea3i thi\u1ec7n <strong>35% hi\u1ec7u su\u1ea5t s\u1eed d\u1ee5ng n\u01b0\u1edbc<\/strong> trong s\u1ea3n xu\u1ea5t nh\u1edd h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t v\u00f2ng l\u1eb7p k\u00edn.<\/p>\n<hr \/>\n<h2 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Trien_Khai_Thuc_Te_Tai_Viet_Nam\"><\/span>Tri\u1ec3n Khai Th\u1ef1c T\u1ebf T\u1ea1i Vi\u1ec7t Nam<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"break-words\" dir=\"auto\">Vi\u1ec7t Nam \u0111ang ch\u1ee9ng ki\u1ebfn nh\u1eefng b\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc trong vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean, v\u1edbi nhi\u1ec1u m\u00f4 h\u00ecnh th\u00e0nh c\u00f4ng \u0111\u00e1ng ch\u00fa \u00fd.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Giai_Phap_Cho_Ho_Gia_Dinh\"><\/span>Gi\u1ea3i Ph\u00e1p Cho H\u1ed9 Gia \u0110\u00ecnh<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">EVN \u0111\u00e3 tri\u1ec3n khai \u1ee9ng d\u1ee5ng <strong>EPoint<\/strong> tr\u00ean to\u00e0n qu\u1ed1c, cho ph\u00e9p <strong>8 tri\u1ec7u h\u1ed9 d\u00e2n<\/strong> theo d\u00f5i ti\u00eau th\u1ee5 \u0111i\u1ec7n qua smartphone. T\u00ednh n\u0103ng &#8220;C\u1ea3nh b\u00e1o ti\u00eau th\u1ee5 b\u1ea5t th\u01b0\u1eddng&#8221; \u0111\u00e3 ph\u00e1t hi\u1ec7n <strong>12.000 tr\u01b0\u1eddng h\u1ee3p r\u00f2 r\u1ec9 \u0111i\u1ec7n ti\u1ec1m \u1ea9n<\/strong> trong n\u0103m 2024. T\u1ea1i TP.HCM, d\u1ef1 \u00e1n \u0111\u1ed3ng h\u1ed3 n\u01b0\u1edbc th\u00f4ng minh c\u1ee7a <strong>Sawaco<\/strong> gi\u00fap gi\u1ea3m <strong>18% t\u1ed5n th\u1ea5t n\u01b0\u1edbc s\u1ea1ch<\/strong> ch\u1ec9 sau 6 th\u00e1ng.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Ung_Dung_Trong_Doanh_Nghiep\"><\/span>\u1ee8ng D\u1ee5ng Trong Doanh Nghi\u1ec7p<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">Nh\u00e0 m\u00e1y <strong>Heineken Vi\u1ec7t Nam<\/strong> t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd n\u01b0\u1edbc th\u00f4ng minh c\u1ee7a <strong>eKMap<\/strong>, gi\u1ea3m <strong>22% l\u01b0\u1ee3ng n\u01b0\u1edbc s\u1eed d\u1ee5ng<\/strong> trong s\u1ea3n xu\u1ea5t nh\u1edd t\u1ed1i \u01b0u h\u00f3a chu tr\u00ecnh l\u00e0m s\u1ea1ch thi\u1ebft b\u1ecb. C\u00e1c chu\u1ed7i b\u00e1n l\u1ebb nh\u01b0 <strong>\u0110i\u1ec7n M\u00e1y Xanh<\/strong> s\u1eed d\u1ee5ng <strong>KiotViet<\/strong> \u0111\u1ec3 qu\u1ea3n l\u00fd \u0111i\u1ec7n t\u1ea1i <strong>300 c\u1eeda h\u00e0ng<\/strong>, ti\u1ebft ki\u1ec7m <strong>15% chi ph\u00ed n\u0103ng l\u01b0\u1ee3ng<\/strong> h\u00e0ng n\u0103m.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Du_An_Do_Thi_Thong_Minh\"><\/span>D\u1ef1 \u00c1n \u0110\u00f4 Th\u1ecb Th\u00f4ng Minh<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">Th\u00e0nh ph\u1ed1 \u0110\u00e0 N\u1eb5ng tri\u1ec3n khai h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t n\u01b0\u1edbc s\u1ea1ch to\u00e0n di\u1ec7n v\u1edbi <strong>ACMan NUOC<\/strong>, k\u1ebft n\u1ed1i <strong>50.000 h\u1ed9 d\u00e2n<\/strong>. H\u1ec7 th\u1ed1ng ph\u00e1t hi\u1ec7n <strong>320 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng n\u01b0\u1edbc b\u1ea5t h\u1ee3p ph\u00e1p<\/strong>, thu h\u1ed3i <strong>2,3 t\u1ef7 \u0111\u1ed3ng<\/strong> trong n\u0103m \u0111\u1ea7u ti\u00ean. D\u1ef1 \u00e1n &#8220;Th\u00e0nh ph\u1ed1 th\u00f4ng minh&#8221; t\u1ea1i B\u00ecnh D\u01b0\u01a1ng t\u00edch h\u1ee3p gi\u1ea3i ph\u00e1p c\u1ee7a <strong>Vnatech<\/strong>, gi\u1ea3m <strong>25% n\u0103ng l\u01b0\u1ee3ng ti\u00eau th\u1ee5<\/strong> cho chi\u1ebfu s\u00e1ng c\u00f4ng c\u1ed9ng.<\/p>\n<hr \/>\n<h2 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Xu_Huong_Phat_Trien_Tuong_Lai\"><\/span>Xu H\u01b0\u1edbng Ph\u00e1t Tri\u1ec3n T\u01b0\u01a1ng Lai<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"break-words\" dir=\"auto\">C\u00f4ng ngh\u1ec7 qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng, h\u1ee9a h\u1eb9n mang l\u1ea1i nh\u1eefng \u0111\u1ed9t ph\u00e1 trong th\u1eadp k\u1ef7 t\u1edbi.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Tich_Hop_Tri_Tue_Nhan_Tao_Va_Hoc_May\"><\/span>T\u00edch H\u1ee3p Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o V\u00e0 H\u1ecdc M\u00e1y<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">C\u00e1c thu\u1eadt to\u00e1n AI ti\u00ean ti\u1ebfn s\u1ebd cho ph\u00e9p h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng \u0111\u1ec1 xu\u1ea5t k\u1ebf ho\u1ea1ch s\u1eed d\u1ee5ng t\u1ed1i \u01b0u. Vi\u1ec7n C\u00f4ng ngh\u1ec7 Th\u1ee7y l\u1ee3i \u0111ang ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh AI d\u1ef1 b\u00e1o nhu c\u1ea7u n\u01b0\u1edbc ch\u00ednh x\u00e1c \u0111\u1ebfn t\u1eebng gi\u1edd, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1eddi ti\u1ebft v\u00e0 l\u1ecbch s\u1eed s\u1eed d\u1ee5ng. D\u1ef1 ki\u1ebfn, h\u1ec7 th\u1ed1ng \u0111i\u1ec1u ch\u1ec9nh \u00e1p l\u1ef1c \u0111\u01b0\u1eddng \u1ed1ng th\u00f4ng minh s\u1ebd gi\u1ea3m <strong>30% t\u1ed5n th\u1ea5t n\u01b0\u1edbc<\/strong> v\u00e0o n\u0103m 2030.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Ung_Dung_Van_Vat_Ket_Noi_IoT_Tien_Tien\"><\/span>\u1ee8ng D\u1ee5ng V\u1ea1n V\u1eadt K\u1ebft N\u1ed1i (IoT) Ti\u00ean Ti\u1ebfn<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\"><strong>C\u1ea3m bi\u1ebfn t\u1ef1 s\u1ea1c n\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi<\/strong> \u0111ang \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m t\u1ea1i c\u00e1c nh\u00e0 m\u00e1y n\u01b0\u1edbc, k\u1ebft h\u1ee3p v\u1edbi c\u00f4ng ngh\u1ec7 <strong>LPWAN<\/strong> cho ph\u00e9p thi\u1ebft b\u1ecb ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c 10 n\u0103m m\u00e0 kh\u00f4ng c\u1ea7n thay pin. M\u1ea1ng <strong>5G chuy\u00ean d\u1ee5ng cho IoT<\/strong> s\u1ebd t\u0103ng t\u1ed1c \u0111\u1ed9 truy\u1ec1n d\u1eef li\u1ec7u l\u00ean <strong>100 l\u1ea7n<\/strong>, h\u1ed7 tr\u1ee3 gi\u00e1m s\u00e1t ch\u00ednh x\u00e1c \u0111\u1ebfn t\u1eebng gi\u00e2y.<\/p>\n<h3 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Huong_Den_Nen_Kinh_Te_Tuan_Hoan\"><\/span>H\u01b0\u1edbng \u0110\u1ebfn N\u1ec1n Kinh T\u1ebf Tu\u1ea7n Ho\u00e0n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"break-words\" dir=\"auto\">C\u00e1c gi\u1ea3i ph\u00e1p m\u1edbi s\u1ebd t\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng <strong>t\u00e1i ch\u1ebf n\u01b0\u1edbc th\u1ea3i<\/strong> v\u00e0 <strong>t\u00e1i s\u1eed d\u1ee5ng nhi\u1ec7t th\u1ea3i<\/strong>. D\u1ef1 \u00e1n t\u1ea1i Khu C\u00f4ng nghi\u1ec7p VSIP B\u1eafc Ninh th\u1eed nghi\u1ec7m h\u1ec7 th\u1ed1ng kh\u00e9p k\u00edn, gi\u1ea3m <strong>40% l\u01b0\u1ee3ng n\u01b0\u1edbc ng\u1ea7m khai th\u00e1c<\/strong>. Xu h\u01b0\u1edbng k\u1ebft h\u1ee3p <strong>n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o<\/strong> v\u1edbi h\u1ec7 th\u1ed1ng t\u00edch tr\u1eef th\u00f4ng minh s\u1ebd tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n trong thi\u1ebft k\u1ebf \u0111\u00f4 th\u1ecb.<\/p>\n<hr \/>\n<h2 class=\"\" dir=\"auto\"><span class=\"ez-toc-section\" id=\"Ket_Luan_Va_Khuyen_Nghi\"><\/span>K\u1ebft Lu\u1eadn V\u00e0 Khuy\u1ebfn Ngh\u1ecb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"break-words\" dir=\"auto\"><strong>Ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u01b0\u1edbc<\/strong> kh\u00f4ng ch\u1ec9 l\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 m\u00e0 c\u00f2n l\u00e0 cu\u1ed9c c\u00e1ch m\u1ea1ng trong qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean. T\u1eeb h\u1ed9 gia \u0111\u00ecnh nh\u1ecf \u0111\u1ebfn t\u1eadp \u0111o\u00e0n l\u1edbn, c\u00f4ng ngh\u1ec7 n\u00e0y mang l\u1ea1i gi\u00e1 tr\u1ecb v\u01b0\u1ee3t tr\u1ed9i v\u1ec1 kinh t\u1ebf v\u00e0 m\u00f4i tr\u01b0\u1eddng. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a, c\u1ea7n c\u00f3 s\u1ef1 ph\u1ed1i h\u1ee3p \u0111a ng\u00e0nh: ho\u00e0n thi\u1ec7n ch\u00ednh s\u00e1ch, n\u00e2ng cao nh\u1eadn th\u1ee9c c\u1ed9ng \u0111\u1ed3ng, v\u00e0 \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7.<\/p>\n<ul class=\"marker:text-secondary\" dir=\"auto\">\n<li class=\"break-words\"><strong>Doanh nghi\u1ec7p<\/strong> n\u00ean \u01b0u ti\u00ean s\u1ed1 h\u00f3a to\u00e0n di\u1ec7n \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a v\u1eadn h\u00e0nh.<\/li>\n<li class=\"break-words\"><strong>Ch\u00ednh quy\u1ec1n<\/strong> c\u1ea7n x\u00e2y d\u1ef1ng khung ph\u00e1p l\u00fd khuy\u1ebfn kh\u00edch \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 ti\u1ebft ki\u1ec7m t\u00e0i nguy\u00ean.<\/li>\n<li class=\"break-words\"><strong>Ng\u01b0\u1eddi d\u00f9ng c\u00e1 nh\u00e2n<\/strong> n\u00ean t\u1eadn d\u1ee5ng c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 EPoint \u0111\u1ec3 qu\u1ea3n l\u00fd ti\u00eau th\u1ee5 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\n<\/ul>\n<p class=\"break-words\" dir=\"auto\">V\u1edbi s\u1ef1 chung tay c\u1ee7a to\u00e0n x\u00e3 h\u1ed9i, Vi\u1ec7t Nam ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean th\u00f4ng minh, b\u1ec1n v\u1eefng, g\u00f3p ph\u1ea7n v\u00e0o m\u1ee5c ti\u00eau ph\u00e1t tri\u1ec3n xanh to\u00e0n c\u1ea7u.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Trong th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 4.0, vi\u1ec7c qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean nh\u01b0 \u0111i\u1ec7n v\u00e0 n\u01b0\u1edbc kh\u00f4ng c\u00f2n ph\u1ee5 thu\u1ed9c ho\u00e0n<\/p>","protected":false},"author":1,"featured_media":16117,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[],"class_list":["post-16870","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>Ph\u1ea7n M\u1ec1m Qu\u1ea3n L\u00fd Ti\u00eau Th\u1ee5 \u0110i\u1ec7n N\u01b0\u1edbc Gi\u00fap Qu\u1ea3n L\u00fd T\u00e0i Nguy\u00ean Hi\u1ec7u Qu\u1ea3 - LC Tech<\/title>\n<meta name=\"description\" content=\"Ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u01b0\u1edbc kh\u00f4ng ch\u1ec9 l\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 m\u00e0 c\u00f2n l\u00e0 cu\u1ed9c c\u00e1ch m\u1ea1ng trong qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean. 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