\n| OCR<\/td>\n | H\u00ecnh \u1ea3nh\/v\u0103n b\u1ea3n in<\/td>\n | V\u0103n b\u1ea3n s\u1ed1 (ASCII, Unicode)<\/td>\n<\/tr>\n |
\n| AMR<\/td>\n | Ch\u1ec9 s\u1ed1 \u0111\u1ed3ng h\u1ed3<\/td>\n | D\u1eef li\u1ec7u ti\u00eau th\u1ee5 \u0111\u1ecbnh k\u1ef3<\/td>\n<\/tr>\n |
\n| AMI<\/td>\n | Ch\u1ec9 s\u1ed1 + tr\u1ea1ng th\u00e1i thi\u1ebft b\u1ecb<\/td>\n | D\u1eef li\u1ec7u ti\u00eau th\u1ee5 + c\u1ea3nh b\u00e1o + ph\u00e2n t\u00edch<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n OCR x\u1eed l\u00fd th\u00f4ng tin t\u0129nh t\u1eeb t\u00e0i li\u1ec7u, trong khi AMR v\u00e0 AMI t\u1eadp trung v\u00e0o d\u1eef li\u1ec7u \u0111\u1ed9ng t\u1eeb c\u00e1c thi\u1ebft b\u1ecb \u0111o. \u0110i\u1ec3m kh\u00e1c bi\u1ec7t ch\u00ednh l\u00e0 AMI kh\u00f4ng ch\u1ec9 thu th\u1eadp ch\u1ec9 s\u1ed1 m\u00e0 c\u00f2n cung c\u1ea5p th\u00f4ng tin v\u1ec1 t\u00ecnh tr\u1ea1ng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a thi\u1ebft b\u1ecb, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho vi\u1ec7c b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n v\u00e0 ph\u00e1t hi\u1ec7n s\u1ef1 c\u1ed1 s\u1edbm.<\/p>\n <\/span>2. Ph\u01b0\u01a1ng Th\u1ee9c Truy\u1ec1n Th\u00f4ng<\/span><\/h3>\nOCR<\/strong>:<\/p>\n\n- Kh\u00f4ng y\u00eau c\u1ea7u truy\u1ec1n d\u1eef li\u1ec7u li\u00ean t\u1ee5c<\/li>\n
- X\u1eed l\u00fd c\u1ee5c b\u1ed9 tr\u00ean m\u00e1y t\u00ednh ho\u1eb7c th\u00f4ng qua d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y<\/li>\n
- C\u00f3 th\u1ec3 t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd t\u00e0i li\u1ec7u hi\u1ec7n c\u00f3<\/li>\n<\/ul>\n
AMR<\/strong>:<\/p>\n\n- Truy\u1ec1n th\u00f4ng m\u1ed9t chi\u1ec1u<\/strong> (t\u1eeb \u0111\u1ed3ng h\u1ed3 \u0111\u1ebfn trung t\u00e2m thu th\u1eadp)<\/li>\n
- S\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 RFID, s\u00f3ng radio (RF), Power Line Communication (PLC)<\/li>\n
- Thu th\u1eadp d\u1eef li\u1ec7u th\u00f4ng qua thi\u1ebft b\u1ecb c\u1ea7m tay (walk-by\/drive-by) ho\u1eb7c c\u1ed1 \u0111\u1ecbnh<\/li>\n<\/ul>\n
AMI<\/strong>:<\/p>\n\n- Truy\u1ec1n th\u00f4ng hai chi\u1ec1u<\/strong> gi\u1eefa \u0111\u1ed3ng h\u1ed3 v\u00e0 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd<\/li>\n
- S\u1eed d\u1ee5ng m\u1ea1ng di \u0111\u1ed9ng (4G\/5G), LPWAN (LoRaWAN, Sigfox), Zigbee, Wi-Fi Mesh<\/li>\n
- Cho ph\u00e9p \u0111i\u1ec1u khi\u1ec3n t\u1eeb xa, c\u1eadp nh\u1eadt firmware v\u00e0 c\u1ea5u h\u00ecnh thi\u1ebft b\u1ecb<\/li>\n<\/ul>\n
Kh\u1ea3 n\u0103ng giao ti\u1ebfp hai chi\u1ec1u c\u1ee7a AMI mang l\u1ea1i l\u1ee3i th\u1ebf v\u01b0\u1ee3t tr\u1ed9i v\u1ec1 t\u00ednh linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng so v\u1edbi AMR, cho ph\u00e9p c\u00e1c c\u00f4ng ty n\u0103ng l\u01b0\u1ee3ng kh\u00f4ng ch\u1ec9 thu th\u1eadp d\u1eef li\u1ec7u m\u00e0 c\u00f2n \u0111i\u1ec1u ch\u1ec9nh c\u00e0i \u0111\u1eb7t t\u1eeb xa, c\u1eadp nh\u1eadt ph\u1ea7n m\u1ec1m v\u00e0 th\u1eadm ch\u00ed ng\u1eaft\/k\u1ebft n\u1ed1i d\u1ecbch v\u1ee5 khi c\u1ea7n thi\u1ebft.<\/p>\n <\/span>3. T\u1ea7n Su\u1ea5t Thu Th\u1eadp D\u1eef Li\u1ec7u<\/span><\/h3>\nOCR<\/strong>:<\/p>\n\n- Theo nhu c\u1ea7u (khi t\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c qu\u00e9t ho\u1eb7c ch\u1ee5p)<\/li>\n
- Kh\u00f4ng c\u00f3 y\u00eau c\u1ea7u v\u1ec1 t\u1ea7n su\u1ea5t thu th\u1eadp c\u1ed1 \u0111\u1ecbnh<\/li>\n
- Th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng theo \u0111\u1ee3t cho c\u00e1c d\u1ef1 \u00e1n s\u1ed1 h\u00f3a l\u1edbn<\/li>\n<\/ul>\n
AMR<\/strong>:<\/p>\n\n- H\u00e0ng th\u00e1ng ho\u1eb7c h\u00e0ng qu\u00fd, t\u00f9y thu\u1ed9c v\u00e0o l\u1ecbch thu th\u1eadp<\/li>\n
- Ph\u1ee5 thu\u1ed9c v\u00e0o l\u1ecbch tr\u00ecnh \u0111\u1ecdc ch\u1ec9 s\u1ed1 v\u00e0 tuy\u1ebfn \u0111\u01b0\u1eddng c\u1ee7a nh\u00e2n vi\u00ean<\/li>\n
- Th\u01b0\u1eddng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi chu k\u1ef3 l\u1eadp h\u00f3a \u0111\u01a1n<\/li>\n<\/ul>\n
AMI<\/strong>:<\/p>\n\n- Thu th\u1eadp theo th\u1eddi gian th\u1ef1c ho\u1eb7c g\u1ea7n th\u1eddi gian th\u1ef1c (15-60 ph\u00fat\/l\u1ea7n)<\/li>\n
- C\u00f3 th\u1ec3 thu th\u1eadp li\u00ean t\u1ee5c 24\/7 v\u1edbi c\u00e1c thi\u1ebft b\u1ecb quan tr\u1ecdng<\/li>\n
- Cho ph\u00e9p \u0111i\u1ec1u ch\u1ec9nh t\u1ea7n su\u1ea5t thu th\u1eadp d\u1ef1a tr\u00ean nhu c\u1ea7u c\u1ee5 th\u1ec3<\/li>\n<\/ul>\n
T\u1ea7n su\u1ea5t thu th\u1eadp cao c\u1ee7a AMI t\u1ea1o ra l\u01b0\u1ee3ng d\u1eef li\u1ec7u phong ph\u00fa h\u01a1n nhi\u1ec1u, cho ph\u00e9p ph\u00e2n t\u00edch chi ti\u1ebft v\u1ec1 m\u00f4 h\u00ecnh ti\u00eau th\u1ee5 v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c xu h\u01b0\u1edbng m\u00e0 AMR kh\u00f4ng th\u1ec3 ph\u00e1t hi\u1ec7n. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t c\u00f3 gi\u00e1 tr\u1ecb \u0111\u1ed1i v\u1edbi vi\u1ec7c qu\u1ea3n l\u00fd nhu c\u1ea7u n\u0103ng l\u01b0\u1ee3ng v\u00e0 ph\u00e1t hi\u1ec7n s\u1ef1 c\u1ed1.<\/p>\n <\/span>4. \u0110\u1ed9 Ch\u00ednh X\u00e1c v\u00e0 \u0110\u1ed9 Tin C\u1eady<\/span><\/h3>\n\n\n\n| C\u00f4ng ngh\u1ec7<\/th>\n | \u0110\u1ed9 ch\u00ednh x\u00e1c<\/th>\n | H\u1ea1n ch\u1ebf ch\u00ednh<\/th>\n<\/tr>\n<\/thead>\n | \n\n| OCR<\/td>\n | 95-98% v\u1edbi v\u0103n b\u1ea3n in ch\u1ea5t l\u01b0\u1ee3ng t\u1ed1t<\/td>\n | Kh\u00f3 nh\u1eadn di\u1ec7n ch\u1eef vi\u1ebft tay, font \u0111\u1eb7c bi\u1ec7t<\/td>\n<\/tr>\n | \n| AMR<\/td>\n | ~99% trong \u0111i\u1ec1u ki\u1ec7n truy\u1ec1n t\u00edn hi\u1ec7u t\u1ed1t<\/td>\n | Kh\u00f4ng ph\u00e1t hi\u1ec7n \u0111\u01b0\u1ee3c l\u1ed7i thi\u1ebft b\u1ecb gi\u1eefa c\u00e1c l\u1ea7n \u0111\u1ecdc<\/td>\n<\/tr>\n | \n| AMI<\/td>\n | ~99.9% v\u1edbi gi\u00e1m s\u00e1t li\u00ean t\u1ee5c<\/td>\n | Ph\u1ee5 thu\u1ed9c v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng k\u1ebft n\u1ed1i m\u1ea1ng<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n OCR \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t v\u1ec1 \u0111\u1ed9 ch\u00ednh x\u00e1c do s\u1ef1 \u0111a d\u1ea1ng c\u1ee7a t\u00e0i li\u1ec7u \u0111\u1ea7u v\u00e0o. Ch\u1ea5t l\u01b0\u1ee3ng nh\u1eadn d\u1ea1ng c\u00f3 th\u1ec3 b\u1ecb \u1ea3nh h\u01b0\u1edfng nghi\u00eam tr\u1ecdng b\u1edfi c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 \u0111\u1ed9 ph\u00e2n gi\u1ea3i th\u1ea5p, ch\u1eef vi\u1ebft tay, d\u1ea5u hi\u1ec7u \u0111\u1eb7c bi\u1ec7t, ho\u1eb7c ng\u00f4n ng\u1eef kh\u00f4ng ph\u1ed5 bi\u1ebfn.<\/p>\n AMR cung c\u1ea5p \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n nh\u01b0ng c\u00f3 th\u1ec3 b\u1ecf l\u1ee1 c\u00e1c s\u1ef1 c\u1ed1 x\u1ea3y ra gi\u1eefa c\u00e1c l\u1ea7n \u0111\u1ecdc, trong khi AMI v\u1edbi kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t li\u00ean t\u1ee5c c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 c\u1ea3nh b\u00e1o v\u1ec1 c\u00e1c v\u1ea5n \u0111\u1ec1 nh\u01b0 r\u00f2 r\u1ec9, tr\u00e0n, ho\u1eb7c h\u1ecfng h\u00f3c thi\u1ebft b\u1ecb g\u1ea7n nh\u01b0 ngay l\u1eadp t\u1ee9c.<\/p>\n <\/span>\u01afu \u0110i\u1ec3m V\u00e0 Th\u00e1ch Th\u1ee9c<\/span><\/h2>\n<\/span>1. OCR<\/span><\/h3>\n\u01afu \u0111i\u1ec3m<\/strong>:<\/p>\n\n- Gi\u1ea3m \u0111\u1ebfn 80% th\u1eddi gian nh\u1eadp li\u1ec7u th\u1ee7 c\u00f4ng v\u00e0 chi ph\u00ed x\u1eed l\u00fd t\u00e0i li\u1ec7u<\/li>\n
- T\u0103ng hi\u1ec7u qu\u1ea3 t\u00ecm ki\u1ebfm th\u00f4ng tin trong kho d\u1eef li\u1ec7u l\u1edbn<\/li>\n
- T\u00edch h\u1ee3p d\u1ec5 d\u00e0ng v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd t\u00e0i li\u1ec7u v\u00e0 ERP hi\u1ec7n c\u00f3<\/li>\n
- Chi ph\u00ed tri\u1ec3n khai th\u1ea5p h\u01a1n nhi\u1ec1u so v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng AMR v\u00e0 AMI<\/li>\n<\/ul>\n
Th\u00e1ch th\u1ee9c<\/strong>:<\/p>\n\n- X\u1eed l\u00fd k\u00e9m hi\u1ec7u qu\u1ea3 v\u1edbi t\u00e0i li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng th\u1ea5p, nh\u00f2e, ho\u1eb7c ch\u1eef vi\u1ebft tay<\/li>\n
- C\u1ea7n ph\u1ea3i ti\u1ec1n x\u1eed l\u00fd v\u00e0 ki\u1ec3m tra k\u1ebft qu\u1ea3 nh\u1eadn d\u1ea1ng<\/li>\n
- Kh\u00f3 kh\u0103n v\u1edbi c\u00e1c t\u00e0i li\u1ec7u c\u00f3 b\u1ed1 c\u1ee5c ph\u1ee9c t\u1ea1p nh\u01b0 b\u1ea3ng bi\u1ec3u, bi\u1ec3u \u0111\u1ed3<\/li>\n
- V\u1eabn \u0111\u00f2i h\u1ecfi s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c tr\u01b0\u1eddng h\u1ee3p ngo\u1ea1i l\u1ec7<\/li>\n<\/ul>\n
<\/span>2. AMR<\/span><\/h3>\n\u01afu \u0111i\u1ec3m<\/strong>:<\/p>\n\n- Chi ph\u00ed tri\u1ec3n khai th\u1ea5p h\u01a1n \u0111\u00e1ng k\u1ec3 so v\u1edbi AMI (kho\u1ea3ng 40-60%)<\/li>\n
- Gi\u1ea3m chi ph\u00ed nh\u00e2n c\u00f4ng v\u00e0 lo\u1ea1i b\u1ecf sai s\u00f3t trong vi\u1ec7c ghi ch\u1ec9 s\u1ed1 th\u1ee7 c\u00f4ng<\/li>\n
- Ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c khu v\u1ef1c c\u00f3 h\u1ea1 t\u1ea7ng m\u1ea1ng y\u1ebfu ho\u1eb7c kh\u00f4ng \u1ed5n \u0111\u1ecbnh<\/li>\n
- D\u1ec5 d\u00e0ng n\u00e2ng c\u1ea5p t\u1eeb \u0111\u1ed3ng h\u1ed3 c\u01a1 h\u1ecdc truy\u1ec1n th\u1ed1ng hi\u1ec7n c\u00f3<\/li>\n<\/ul>\n
Th\u00e1ch th\u1ee9c<\/strong>:<\/p>\n\n- Kh\u00f4ng c\u1ea3nh b\u00e1o s\u1ef1 c\u1ed1 ho\u1eb7c b\u1ea5t th\u01b0\u1eddng k\u1ecbp th\u1eddi gi\u1eefa c\u00e1c chu k\u1ef3 \u0111\u1ecdc<\/li>\n
- H\u1ea1n ch\u1ebf trong vi\u1ec7c h\u1ed7 tr\u1ee3 c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh qu\u1ea3n l\u00fd nhu c\u1ea7u ti\u00ean ti\u1ebfn<\/li>\n
- Kh\u00f3 kh\u0103n trong vi\u1ec7c ph\u00e1t hi\u1ec7n tr\u1ed9m c\u1eafp ho\u1eb7c gian l\u1eadn<\/li>\n
- Kh\u00f4ng h\u1ed7 tr\u1ee3 t\u00ednh n\u0103ng \u0111i\u1ec1u khi\u1ec3n t\u1eeb xa ho\u1eb7c c\u1eadp nh\u1eadt firmware<\/li>\n<\/ul>\n
<\/span>3. AMI<\/span><\/h3>\n\u01afu \u0111i\u1ec3m<\/strong>:<\/p>\n\n- Ti\u1ebft ki\u1ec7m trung b\u00ecnh 30% chi ph\u00ed n\u0103ng l\u01b0\u1ee3ng nh\u1edd ph\u00e1t hi\u1ec7n r\u00f2 r\u1ec9 v\u00e0 t\u1ed1i \u01b0u h\u00f3a s\u1eed d\u1ee5ng<\/li>\n
- H\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn v\u00e0 h\u1ecdc m\u00e1y<\/li>\n
- Cho ph\u00e9p c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 linh ho\u1ea1t v\u00e0 c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e1p \u1ee9ng nhu c\u1ea7u<\/li>\n
- T\u0103ng c\u01b0\u1eddng tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng th\u00f4ng qua c\u1ed5ng th\u00f4ng tin th\u1eddi gian th\u1ef1c<\/li>\n
- Gi\u1ea3m th\u1eddi gian kh\u00f4i ph\u1ee5c khi m\u1ea5t \u0111i\u1ec7n v\u00e0 c\u1ea3i thi\u1ec7n \u0111\u1ed9 tin c\u1eady c\u1ee7a l\u01b0\u1edbi \u0111i\u1ec7n<\/li>\n<\/ul>\n
Th\u00e1ch th\u1ee9c<\/strong>:<\/p>\n\n- \u0110\u1ea7u t\u01b0 ban \u0111\u1ea7u cao cho c\u1ea3 thi\u1ebft b\u1ecb v\u00e0 h\u1ea1 t\u1ea7ng m\u1ea1ng truy\u1ec1n th\u00f4ng<\/li>\n
- Ph\u1ee9c t\u1ea1p trong vi\u1ec7c tri\u1ec3n khai v\u00e0 t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng c\u0169<\/li>\n
- Y\u00eau c\u1ea7u qu\u1ea3n l\u00fd l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn v\u00e0 \u0111\u1ea3m b\u1ea3o an ninh m\u1ea1ng<\/li>\n
- C\u1ea7n \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 c\u00f3 k\u1ef9 n\u0103ng cao \u0111\u1ec3 v\u1eadn h\u00e0nh v\u00e0 b\u1ea3o tr\u00ec<\/li>\n<\/ul>\n
<\/span>Xu H\u01b0\u1edbng Ph\u00e1t Tri\u1ec3n<\/span><\/h2>\n<\/span>OCR: T\u00edch h\u1ee3p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u1ecdc s\u00e2u<\/span><\/h3>\nC\u00f4ng ngh\u1ec7 OCR \u0111ang \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 nh\u1edd t\u00edch h\u1ee3p c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, mang l\u1ea1i nh\u1eefng ti\u1ebfn b\u1ed9 quan tr\u1ecdng:<\/p>\n \n- C\u1ea3i thi\u1ec7n nh\u1eadn di\u1ec7n ch\u1eef vi\u1ebft tay<\/strong>: C\u00e1c thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u \u0111ang \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c tr\u00ean 95% v\u1edbi nhi\u1ec1u lo\u1ea1i ch\u1eef vi\u1ebft tay, m\u1ed9t c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3 so v\u1edbi c\u00f4ng ngh\u1ec7 truy\u1ec1n th\u1ed1ng.<\/li>\n
- H\u1ed7 tr\u1ee3 \u0111a ng\u00f4n ng\u1eef<\/strong>: OCR hi\u1ec7n \u0111\u1ea1i c\u00f3 th\u1ec3 nh\u1eadn d\u1ea1ng h\u01a1n 200 ng\u00f4n ng\u1eef kh\u00e1c nhau, bao g\u1ed3m c\u1ea3 c\u00e1c ng\u00f4n ng\u1eef c\u00f3 k\u00fd t\u1ef1 ph\u1ee9c t\u1ea1p nh\u01b0 ti\u1ebfng Trung, ti\u1ebfng Nh\u1eadt.<\/li>\n
- X\u1eed l\u00fd t\u00e0i li\u1ec7u th\u00f4ng minh<\/strong>: C\u00e1c gi\u1ea3i ph\u00e1p OCR m\u1edbi kh\u00f4ng ch\u1ec9 nh\u1eadn d\u1ea1ng v\u0103n b\u1ea3n m\u00e0 c\u00f2n hi\u1ec3u c\u1ea5u tr\u00fac t\u00e0i li\u1ec7u, c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng ph\u00e2n lo\u1ea1i, tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u t\u1eeb c\u00e1c tr\u01b0\u1eddng c\u1ee5 th\u1ec3.<\/li>\n
- T\u00edch h\u1ee3p v\u1edbi Robotic Process Automation (RPA)<\/strong>: OCR \u0111ang tr\u1edf th\u00e0nh th\u00e0nh ph\u1ea7n quan tr\u1ecdng trong c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh, cho ph\u00e9p t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u00e0n to\u00e0n vi\u1ec7c x\u1eed l\u00fd t\u00e0i li\u1ec7u.<\/li>\n<\/ul>\n
<\/span>AMR: Chuy\u1ec3n \u0111\u1ed5i v\u00e0 t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng ti\u00ean ti\u1ebfn h\u01a1n<\/span><\/h3>\nM\u1eb7c d\u00f9 AMR \u0111ang d\u1ea7n \u0111\u01b0\u1ee3c thay th\u1ebf b\u1edfi AMI t\u1ea1i c\u00e1c n\u01b0\u1edbc ph\u00e1t tri\u1ec3n, n\u00f3 v\u1eabn \u0111ang ph\u00e1t tri\u1ec3n theo c\u00e1c h\u01b0\u1edbng sau:<\/p>\n \n- Hybrid AMR\/AMI<\/strong>: C\u00e1c gi\u1ea3i ph\u00e1p lai k\u1ebft h\u1ee3p \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a c\u1ea3 AMR v\u00e0 AMI \u0111ang xu\u1ea5t hi\u1ec7n, cho ph\u00e9p n\u00e2ng c\u1ea5p d\u1ea7n d\u1ea7n.<\/li>\n
- T\u00edch h\u1ee3p n\u0103ng l\u01b0\u1ee3ng xanh<\/strong>: AMR \u0111ang \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh \u0111\u1ec3 h\u1ed7 tr\u1ee3 gi\u00e1m s\u00e1t c\u00e1c h\u1ec7 th\u1ed1ng n\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi v\u00e0 c\u00e1c ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o kh\u00e1c.<\/li>\n
- C\u1ea3i thi\u1ec7n tu\u1ed5i th\u1ecd pin<\/strong>: C\u00f4ng ngh\u1ec7 pin m\u1edbi cho ph\u00e9p c\u00e1c thi\u1ebft b\u1ecb AMR ho\u1ea1t \u0111\u1ed9ng l\u00ean \u0111\u1ebfn 20 n\u0103m, gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed b\u1ea3o tr\u00ec.<\/li>\n
- Tri\u1ec3n khai t\u1ea1i c\u00e1c th\u1ecb tr\u01b0\u1eddng m\u1edbi n\u1ed5i<\/strong>: AMR \u0111ang th\u1ea5y s\u1ef1 ph\u1ed5 bi\u1ebfn \u1edf c\u00e1c qu\u1ed1c gia \u0111ang ph\u00e1t tri\u1ec3n nh\u01b0 b\u01b0\u1edbc \u0111\u1ec7m tr\u01b0\u1edbc khi chuy\u1ec3n sang AMI.<\/li>\n<\/ul>\n
<\/span>AMI: N\u1ec1n t\u1ea3ng cho l\u01b0\u1edbi \u0111i\u1ec7n th\u00f4ng minh v\u00e0 th\u00e0nh ph\u1ed1 th\u00f4ng minh<\/span><\/h3>\nAMI \u0111ang tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng c\u01a1 b\u1ea3n cho c\u00e1c s\u00e1ng ki\u1ebfn th\u00e0nh ph\u1ed1 th\u00f4ng minh v\u00e0 l\u01b0\u1edbi \u0111i\u1ec7n th\u00f4ng minh, v\u1edbi c\u00e1c xu h\u01b0\u1edbng ch\u00ednh:<\/p>\n \n- T\u00edch h\u1ee3p blockchain<\/strong>: S\u1eed d\u1ee5ng blockchain \u0111\u1ec3 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u, h\u1ed7 tr\u1ee3 giao d\u1ecbch n\u0103ng l\u01b0\u1ee3ng ngang h\u00e0ng v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch.<\/li>\n
- Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n<\/strong>: S\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u AMI, d\u1ef1 \u0111o\u00e1n s\u1ef1 c\u1ed1 v\u00e0 t\u1ed1i \u01b0u h\u00f3a v\u1eadn h\u00e0nh l\u01b0\u1edbi \u0111i\u1ec7n.<\/li>\n
- T\u00edch h\u1ee3p IoT<\/strong>: K\u1ebft n\u1ed1i v\u1edbi c\u00e1c thi\u1ebft b\u1ecb IoT kh\u00e1c trong nh\u00e0 th\u00f4ng minh v\u00e0 th\u00e0nh ph\u1ed1 th\u00f4ng minh.<\/li>\n
- Qu\u1ea3n l\u00fd ph\u00e2n t\u00e1n n\u0103ng l\u01b0\u1ee3ng<\/strong>: H\u1ed7 tr\u1ee3 t\u00edch h\u1ee3p v\u00e0 qu\u1ea3n l\u00fd c\u00e1c ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng ph\u00e2n t\u00e1n nh\u01b0 pin l\u01b0u tr\u1eef, xe \u0111i\u1ec7n v\u00e0 n\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi tr\u00ean m\u00e1i nh\u00e0.<\/li>\n
- Kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i l\u01b0\u1edbi \u0111i\u1ec7n<\/strong>: T\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n v\u00e0 ph\u1ea3n \u1ee9ng v\u1edbi c\u00e1c s\u1ef1 c\u1ed1 l\u01b0\u1edbi \u0111i\u1ec7n, c\u1ea3i thi\u1ec7n th\u1eddi gian ph\u1ee5c h\u1ed3i sau th\u1ea3m h\u1ecda.<\/li>\n<\/ul>\n
<\/span>Ph\u00e2n T\u00edch Chi Ph\u00ed-L\u1ee3i \u00cdch<\/span><\/h2>\n<\/span>OCR<\/span><\/h3>\n\n- Chi ph\u00ed tri\u1ec3n khai<\/strong>: 5,000-50,000 USD t\u00f9y thu\u1ed9c v\u00e0o quy m\u00f4 v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p<\/li>\n
- ROI<\/strong>: Th\u01b0\u1eddng \u0111\u1ea1t \u0111\u01b0\u1ee3c sau 6-12 th\u00e1ng<\/li>\n
- Ti\u1ebft ki\u1ec7m<\/strong>: Gi\u1ea3m 60-80% chi ph\u00ed x\u1eed l\u00fd t\u00e0i li\u1ec7u, ti\u1ebft ki\u1ec7m 70% th\u1eddi gian t\u00ecm ki\u1ebfm th\u00f4ng tin<\/li>\n<\/ul>\n
<\/span>AMR<\/span><\/h3>\n | |