{"id":8703,"date":"2026-09-05T10:17:38","date_gmt":"2026-09-05T10:17:38","guid":{"rendered":"https:\/\/daihoc.fpt.edu.vn\/hcm\/?p=8703"},"modified":"2026-09-08T09:49:22","modified_gmt":"2026-09-08T09:49:22","slug":"tu-nhung-bai-toan-doi-song-den-giai-phap-cong-nghe-da-dang-do-an-dac-sac-cua-sinh-vien-ky-thuat-phan-mem","status":"publish","type":"post","link":"https:\/\/daihoc.fpt.edu.vn\/hcm\/tu-nhung-bai-toan-doi-song-den-giai-phap-cong-nghe-da-dang-do-an-dac-sac-cua-sinh-vien-ky-thuat-phan-mem\/","title":{"rendered":"T\u1eeb nh\u1eefng b\u00e0i to\u00e1n \u0111\u1eddi s\u1ed1ng \u0111\u1ebfn gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7: \u0110a d\u1ea1ng \u0111\u1ed3 \u00e1n \u0111\u1eb7c s\u1eafc c\u1ee7a sinh vi\u00ean K\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m"},"content":{"rendered":"

Kh\u00f4ng b\u1eaft \u0111\u1ea7u t\u1eeb c\u00e2u h\u1ecfi \u201cC\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c c\u00f4ng ngh\u1ec7 g\u00ec?\u201d, sinh vi\u00ean K\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t c\u00e2u h\u1ecfi g\u1ea7n g\u0169i h\u01a1n: Con ng\u01b0\u1eddi \u0111ang g\u1eb7p kh\u00f3 kh\u0103n g\u00ec v\u00e0 c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 gi\u00fap g\u00ec?<\/em><\/strong><\/p>\n

T\u1eeb h\u00e0ng d\u00e0i ch\u1edd mua c\u01a1m, h\u1ed3 s\u01a1 x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c g\u1eedi qua nhi\u1ec1u b\u00ean, \u0111i\u1ec3m r\u00e1c ch\u01b0a \u0111\u01b0\u1ee3c x\u1eed l\u00fd \u0111\u1ebfn tr\u1ea3i nghi\u1ec7m Waterbus c\u00f2n r\u1eddi r\u1ea1c hay b\u00e0i to\u00e1n v\u1eadn h\u00e0nh RC Racing Cafe, c\u00e1c nh\u00f3m sinh vi\u00ean \u0111\u00e3 bi\u1ebfn nh\u1eefng v\u1ea5n \u0111\u1ec1 r\u1ea5t \u0111\u1eddi th\u00e0nh nh\u1eefng \u0111\u1ed3 \u00e1n c\u00f4ng ngh\u1ec7 c\u00f3 t\u00ednh \u1ee9ng d\u1ee5ng. Kh\u00f4ng d\u1eebng \u1edf m\u1ed9t s\u1ea3n ph\u1ea9m \u201cch\u1ea1y \u0111\u01b0\u1ee3c\u201d, c\u00e1c b\u1ea1n \u0111i xa h\u01a1n: x\u00e2y d\u1ef1ng gi\u1ea3i ph\u00e1p t\u1eeb nhu c\u1ea7u th\u1ef1c t\u1ebf, v\u1edbi ng\u01b0\u1eddi d\u00f9ng, quy tr\u00ecnh v\u00e0 gi\u00e1 tr\u1ecb r\u00f5 r\u00e0ng.<\/em><\/strong><\/p>\n

Thi\u1ebft k\u1ebf v\u00e0 Ph\u00e1t tri\u1ec3n H\u1ec7 th\u1ed1ng CDE cho D\u1ef1 \u00e1n X\u00e2y d\u1ef1ng D\u00e2n d\u1ee5ng \u1ee8ng d\u1ee5ng BIM<\/strong><\/p>\n

Trong m\u1ed9t d\u1ef1 \u00e1n x\u00e2y d\u1ef1ng, h\u00e0ng lo\u1ea1t b\u1ea3n v\u1ebd, m\u00f4 h\u00ecnh v\u00e0 h\u1ed3 s\u01a1 \u0111\u01b0\u1ee3c t\u1ea1o l\u1eadp, c\u1eadp nh\u1eadt v\u00e0 trao \u0111\u1ed5i li\u00ean t\u1ee5c gi\u1eefa nhi\u1ec1u b\u00ean. Khi th\u00f4ng tin ch\u01b0a \u0111\u01b0\u1ee3c t\u1eadp trung v\u00e0 qu\u1ea3n l\u00fd theo m\u1ed9t quy tr\u00ecnh th\u1ed1ng nh\u1ea5t, vi\u1ec7c t\u00ecm ki\u1ebfm, ki\u1ec3m so\u00e1t phi\u00ean b\u1ea3n hay ph\u1ed1i h\u1ee3p d\u1eef li\u1ec7u d\u1ec5 tr\u1edf th\u00e0nh m\u1ed9t b\u00e0i to\u00e1n kh\u00f4ng nh\u1ecf. T\u1eeb th\u1ef1c t\u1ebf \u0111\u00f3, CDE Portal \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n nh\u01b0 m\u1ed9t m\u00f4i tr\u01b0\u1eddng d\u1eef li\u1ec7u chung, h\u01b0\u1edbng \u0111\u1ebfn chu\u1ea9n h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd v\u00e0 ph\u1ed1i h\u1ee3p th\u00f4ng tin d\u1ef1 \u00e1n theo ti\u00eau chu\u1ea9n TCVN 14177.<\/span><\/p>\n

\"DSC06837\"<\/p>\n

\u0110\u1ec1 t\u00e0i \u201cThi\u1ebft k\u1ebf v\u00e0 Ph\u00e1t tri\u1ec3n H\u1ec7 th\u1ed1ng CDE cho D\u1ef1 \u00e1n X\u00e2y d\u1ef1ng D\u00e2n d\u1ee5ng \u1ee8ng d\u1ee5ng BIM\u201d \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi L\u00ea Th\u1ecb H\u1ea3i H\u00e0, L\u00ea S\u1ef9 B\u00ecnh , Ph\u1ea1m V\u0103n \u0110\u1ee9c, L\u00e3 B\u00f9i Nh\u1eadt Nam v\u00e0 Tr\u01b0\u01a1ng Th\u1ecb Thanh Huy\u1ec1n, c\u00f9ng s\u1ef1 h\u01b0\u1edbng d\u1eabn c\u1ee7a gi\u1ea3ng vi\u00ean L\u00e2m H\u1eefu Kh\u00e1nh Ph\u01b0\u01a1ng.<\/span><\/p>\n

Chia s\u1ebb v\u1ec1 b\u01b0\u1edbc ngo\u1eb7t trong qu\u00e1 tr\u00ecnh th\u1ef1c hi\u1ec7n \u0111\u1ed3 \u00e1n, c\u00e1c b\u1ea1n cho bi\u1ebft \u0111\u00f3 ch\u00ednh l\u00e0 khi gi\u1ea3ng vi\u00ean h\u01b0\u1edbng d\u1eabn \u0111\u1eb7t c\u00e2u h\u1ecfi: <\/span>\u201cCDE Portal c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft \u0111i\u1ec1u g\u00ec m\u00e0 Google Drive kh\u00f4ng th\u1ec3?\u201d<\/span><\/i> C\u00e2u h\u1ecfi khi\u1ebfn c\u1ea3 nh\u00f3m \u201cc\u1ee9ng ng\u1eafc\u201d, \u0111\u1ed3ng th\u1eddi m\u1edf ra m\u1ed9t h\u01b0\u1edbng suy ngh\u0129 m\u1edbi. Thay v\u00ec ch\u1ec9 t\u1eadp trung v\u00e0o vi\u1ec7c ph\u00e1t tri\u1ec3n m\u1ed9t website qu\u1ea3n l\u00fd file, c\u00e1c b\u1ea1n b\u1eaft \u0111\u1ea7u t\u00ecm t\u00f2i, n\u00e2ng c\u1ea5p \u0111\u1ec1 t\u00e0i v\u00e0 ch\u1ee7 \u0111\u1ed9ng t\u00ecm hi\u1ec3u nhu c\u1ea7u th\u1ef1c t\u1ebf c\u1ee7a ng\u00e0nh. Nh\u1eefng cu\u1ed9c trao \u0111\u1ed5i v\u1edbi chuy\u00ean gia, anh ch\u1ecb \u0111ang l\u00e0m vi\u1ec7c trong l\u0129nh v\u1ef1c x\u00e2y d\u1ef1ng, c\u00f9ng vi\u1ec7c ti\u1ebfp c\u1eadn b\u1ea3n v\u1ebd, m\u00f4 h\u00ecnh m\u1eabu v\u00e0 quy tr\u00ecnh t\u1ea1i c\u00f4ng tr\u01b0\u1eddng gi\u00fap c\u00e1c b\u1ea1n nh\u00ecn r\u00f5 h\u01a1n nh\u1eefng v\u1ea5n \u0111\u1ec1 k\u1ef9 s\u01b0 v\u00e0 nh\u00e0 th\u1ea7u \u0111ang \u0111\u1ed1i m\u1eb7t.<\/span><\/p>\n

T\u1eeb nh\u1eefng quan s\u00e1t \u0111\u00f3, h\u01b0\u1edbng \u0111i c\u1ee7a CDE Portal d\u1ea7n \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh: Kh\u00f4ng sao ch\u00e9p m\u1ed9t n\u1ec1n t\u1ea3ng n\u01b0\u1edbc ngo\u00e0i, m\u00e0 x\u00e2y d\u1ef1ng m\u1ed9t gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c \u201cn\u1ed9i \u0111\u1ecba h\u00f3a\u201d cho b\u1ed1i c\u1ea3nh Vi\u1ec7t Nam. H\u1ec7 th\u1ed1ng t\u00edch h\u1ee3p ch\u1eef k\u00fd s\u1ed1 VNPT SmartCA, y\u00eau c\u1ea7u x\u00e1c th\u1ef1c khu\u00f4n m\u1eb7t tr\u00ean \u0111i\u1ec7n tho\u1ea1i \u0111\u1ec3 t\u1ea1o file PDF c\u00f3 gi\u00e1 tr\u1ecb ph\u00e1p l\u00fd. M\u00f4 h\u00ecnh 3D c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ki\u1ec3m tra t\u1ef1 \u0111\u1ed9ng nh\u1eb1m ph\u00e1t hi\u1ec7n nh\u1eefng th\u00f4ng tin c\u00f2n thi\u1ebfu theo y\u00eau c\u1ea7u c\u1ee7a B\u1ed9 X\u00e2y d\u1ef1ng, qua \u0111\u00f3 gi\u1ea3m b\u1edbt thao t\u00e1c ki\u1ec3m tra th\u1ee7 c\u00f4ng cho k\u1ef9 s\u01b0. B\u00ean c\u1ea1nh \u0111\u00f3, vi\u1ec7c l\u01b0u tr\u1eef tr\u00ean Viettel Cloud \u0111\u01b0\u1ee3c t\u00ednh \u0111\u1ebfn \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u v\u00e0 an ninh m\u1ea1ng t\u1ea1i Vi\u1ec7t Nam.<\/span><\/p>\n

Nh\u1eefng t\u00ednh n\u0103ng \u1ea5y cho th\u1ea5y c\u00e1ch c\u00e1c b\u1ea1n ti\u1ebfp c\u1eadn \u0111\u1ec1 t\u00e0i kh\u00f4ng d\u1eebng \u1edf c\u00e2u chuy\u1ec7n \u201cl\u00e0m m\u1ed9t ph\u1ea7n m\u1ec1m\u201d. Quan tr\u1ecdng h\u01a1n, \u0111\u00f3 l\u00e0 qu\u00e1 tr\u00ecnh \u0111\u01b0a nh\u1eefng v\u1ea5n \u0111\u1ec1 quan s\u00e1t \u0111\u01b0\u1ee3c t\u1eeb th\u1ef1c t\u1ebf v\u00e0o b\u00e0i to\u00e1n c\u00f4ng ngh\u1ec7, r\u1ed3i t\u1eebng b\u01b0\u1edbc bi\u1ebfn ki\u1ebfn th\u1ee9c tr\u00ean gi\u1ea3ng \u0111\u01b0\u1eddng th\u00e0nh m\u1ed9t gi\u1ea3i ph\u00e1p c\u00f3 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng trong ng\u00e0nh x\u00e2y d\u1ef1ng. V\u00e0 CDE Portal c\u0169ng kh\u00f4ng \u0111\u01b0\u1ee3c h\u00ecnh dung nh\u01b0 m\u1ed9t s\u1ea3n ph\u1ea9m ch\u1ec9 d\u00e0nh cho v\u0103n ph\u00f2ng.<\/span><\/p>\n

\u1ee8ng d\u1ee5ng b\u00e1o c\u00e1o \u0111i\u1ec3m r\u00e1c th\u1ea3i v\u00e0 \u00f4 nhi\u1ec5m m\u00f4i tr\u01b0\u1eddng<\/strong><\/p>\n

V\u1edbi GreenLens, nh\u00f3m sinh vi\u00ean g\u1ed3m L\u00ea Ph\u00fac H\u1eadu, Kim Ng\u1ecdc Minh T\u00e2m, Tr\u1ea7n Trung Hi\u1ebfu v\u00e0 Hu\u1ef3nh Vi\u1ec7t Khoa, c\u00f9ng s\u1ef1 \u0111\u1ed3ng h\u00e0nh c\u1ee7a gi\u1ea3ng vi\u00ean Nguy\u1ec5n Th\u1ecb C\u1ea9m H\u01b0\u01a1ng, \u0111\u1eb7t c\u00f4ng ngh\u1ec7 v\u00e0o m\u1ed9t v\u1ea5n \u0111\u1ec1 c\u00f3 \u00fd ngh\u0129a tr\u1ef1c ti\u1ebfp v\u1edbi c\u1ed9ng \u0111\u1ed3ng: Ph\u00e1t hi\u1ec7n v\u00e0 x\u1eed l\u00fd \u00f4 nhi\u1ec5m m\u00f4i tr\u01b0\u1eddng.<\/span><\/p>\n

\"IMG\"<\/p>\n

\u0110\u1ec1 t\u00e0i \u201c\u1ee8ng d\u1ee5ng b\u00e1o c\u00e1o \u0111i\u1ec3m r\u00e1c th\u1ea3i v\u00e0 \u00f4 nhi\u1ec5m m\u00f4i tr\u01b0\u1eddng\u201d xu\u1ea5t ph\u00e1t t\u1eeb th\u1ef1c t\u1ebf ng\u01b0\u1eddi d\u00e2n c\u00f3 th\u1ec3 b\u1eaft g\u1eb7p nh\u1eefng \u0111i\u1ec3m r\u00e1c, h\u00e0nh vi g\u00e2y \u00f4 nhi\u1ec5m nh\u01b0ng qu\u00e1 tr\u00ecnh ph\u1ea3n \u00e1nh, x\u00e1c minh v\u00e0 x\u1eed l\u00fd ch\u01b0a ph\u1ea3i l\u00fac n\u00e0o c\u0169ng nhanh ch\u00f3ng v\u00e0 li\u1ec1n m\u1ea1ch.<\/span><\/p>\n

GreenLens \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng nh\u01b0 m\u1ed9t n\u1ec1n t\u1ea3ng k\u1ebft n\u1ed1i ng\u01b0\u1eddi d\u00e2n \u2013 c\u01a1 quan qu\u1ea3n l\u00fd \u2013 \u0111\u01a1n v\u1ecb x\u1eed l\u00fd m\u00f4i tr\u01b0\u1eddng. Ng\u01b0\u1eddi d\u00e2n c\u00f3 th\u1ec3 g\u1eedi ph\u1ea3n \u00e1nh k\u00e8m h\u00ecnh \u1ea3nh v\u00e0 v\u1ecb tr\u00ed; c\u01a1 quan qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 ti\u1ebfp nh\u1eadn, x\u00e1c minh, ph\u00e2n c\u00f4ng v\u00e0 theo d\u00f5i qu\u00e1 tr\u00ecnh x\u1eed l\u00fd.<\/span><\/p>\n

Thay v\u00ec ch\u1ec9 l\u00e0m m\u1ed9t \u1ee9ng d\u1ee5ng \u201cch\u1ee5p \u1ea3nh v\u00e0 b\u00e1o r\u00e1c\u201d, nh\u00f3m ph\u00e1t tri\u1ec3n m\u1ed9t quy tr\u00ecnh t\u01b0\u01a1ng \u0111\u1ed1i ho\u00e0n ch\u1ec9nh t\u1eeb l\u00fac b\u00e1o c\u00e1o \u0111\u01b0\u1ee3c g\u1eedi \u0111\u1ebfn khi v\u1ee5 vi\u1ec7c \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft. AI \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 ph\u00e2n lo\u1ea1i v\u00e0 \u0111\u00e1nh gi\u00e1 b\u00e1o c\u00e1o, trong khi d\u1eef li\u1ec7u v\u1ecb tr\u00ed gi\u00fap \u0111\u1ecbnh tuy\u1ebfn ph\u1ea3n \u00e1nh \u0111\u1ebfn khu v\u1ef1c qu\u1ea3n l\u00fd ph\u00f9 h\u1ee3p.<\/span><\/p>\n

\u0110i\u1ec1u nh\u00f3m nh\u1eadn ra trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u0169ng ch\u00ednh l\u00e0 m\u1ed9t trong nh\u1eefng gi\u00e1 tr\u1ecb quan tr\u1ecdng c\u1ee7a \u0111\u1ed3 \u00e1n: \u201cCh\u1ea1y \u0111\u01b0\u1ee3c\u201d ch\u01b0a \u0111\u1ed3ng ngh\u0129a v\u1edbi \u201cd\u00f9ng \u0111\u01b0\u1ee3c\u201d. Nh\u1eefng l\u1ea7n nh\u1eadn g\u00f3p \u00fd v\u1ec1 nghi\u1ec7p v\u1ee5, lu\u1ed3ng x\u1eed l\u00fd v\u00e0 tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng gi\u00fap nh\u00f3m chuy\u1ec3n t\u1eeb t\u01b0 duy t\u1eadp trung v\u00e0o t\u00ednh n\u0103ng sang t\u01b0 duy x\u00e2y d\u1ef1ng m\u1ed9t s\u1ea3n ph\u1ea9m th\u1ef1c t\u1ebf.<\/span><\/p>\n

Xa h\u01a1n, nh\u00f3m k\u1ef3 v\u1ecdng GreenLens c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng \u1edf quy m\u00f4 \u0111\u1ecba ph\u01b0\u01a1ng r\u1ed3i m\u1edf r\u1ed9ng t\u1edbi nhi\u1ec1u t\u1ec9nh, th\u00e0nh; AI kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 ph\u00e1t hi\u1ec7n \u00f4 nhi\u1ec5m m\u00e0 c\u00f2n c\u00f3 th\u1ec3 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh, d\u1ef1 \u0111o\u00e1n nh\u1eefng khu v\u1ef1c c\u00f3 nguy c\u01a1 cao v\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u \u0111\u1ec3 c\u01a1 quan qu\u1ea3n l\u00fd ch\u1ee7 \u0111\u1ed9ng ph\u00f2ng ng\u1eeba.<\/span><\/p>\n

Ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng c\u0103ng tin th\u00f4ng minh \u1ee9ng d\u1ee5ng c\u00e1nh tay robot trong x\u1eed l\u00fd v\u00e0 ph\u1ee5c v\u1ee5 m\u00f3n \u0103n<\/strong><\/p>\n

V\u00e0o gi\u1edd cao \u0111i\u1ec3m, l\u01b0\u1ee3ng ng\u01b0\u1eddi d\u1ed3n v\u1ec1 c\u00e1c khu \u0103n u\u1ed1ng c\u00f9ng l\u00fac d\u1ec5 d\u1eabn \u0111\u1ebfn t\u00ecnh tr\u1ea1ng x\u1ebfp h\u00e0ng l\u00e2u, ph\u1ee5c v\u1ee5 th\u1ee7 c\u00f4ng d\u1ec5 sai s\u00f3t v\u00e0 kh\u00f3 ki\u1ec3m so\u00e1t kh\u1ea9u ph\u1ea7n. \u1ea4p \u1ee7 v\u1ec1 m\u1ed9t h\u1ec7 th\u1ed1ng c\u0103ng tin th\u00f4ng minh ra \u0111\u1eddi, h\u01b0\u1edbng \u0111\u1ebfn r\u00fat ng\u1eafn th\u1eddi gian ch\u1edd v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a kh\u00e2u ph\u1ee5c v\u1ee5, \u0110\u1ec1 t\u00e0i \u201cPh\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng c\u0103ng tin th\u00f4ng minh \u1ee9ng d\u1ee5ng c\u00e1nh tay robot trong x\u1eed l\u00fd v\u00e0 ph\u1ee5c v\u1ee5 m\u00f3n \u0103n\u201d \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi Nguy\u1ec5n Th\u1ecb Kim Ph\u1ee5ng , Nguy\u1ec5n B\u00f9i Uy\u1ec3n Nhi, L\u00ea Tr\u00fac \u00c2n, Ph\u1ea1m Ti\u1ebfn H\u00f9ng v\u00e0 Tr\u1ea7n Ho\u00e0ng Tu\u1ea5n Minh, c\u00f9ng s\u1ef1 \u0111\u1ed3ng h\u00e0nh c\u1ee7a gi\u1ea3ng vi\u00ean L\u00e2m H\u1eefu Kh\u00e1nh Ph\u01b0\u01a1ng.<\/span><\/p>\n

\"IMG\"<\/p>\n

Thay v\u00ec ch\u1ec9 x\u00e2y d\u1ef1ng m\u1ed9t \u1ee9ng d\u1ee5ng \u0111\u1eb7t m\u00f3n, c\u00e1c b\u1ea1n ph\u00e1t tri\u1ec3n m\u1ed9t quy tr\u00ecnh kh\u00e9p k\u00edn: ng\u01b0\u1eddi d\u00f9ng \u0111\u1eb7t m\u00f3n tr\u01b0\u1edbc theo <\/span>session<\/span><\/i>, thanh to\u00e1n b\u1eb1ng v\u00ed \u0111i\u1ec3m n\u1ed9i b\u1ed9 v\u00e0 nh\u1eadn m\u00f3n qua d\u00e2y chuy\u1ec1n c\u00e1nh tay robot t\u1ef1 \u0111\u1ed9ng. H\u1ec7 th\u1ed1ng h\u01b0\u1edbng \u0111\u1ebfn sinh vi\u00ean, gi\u1ea3ng vi\u00ean, \u0111\u1ed3ng th\u1eddi h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd c\u0103ng tin v\u00e0 nh\u00e2n vi\u00ean v\u1eadn h\u00e0nh.<\/span><\/p>\n

\u0110i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ee7a \u0111\u1ec1 t\u00e0i n\u1eb1m \u1edf vi\u1ec7c k\u1ebft n\u1ed1i to\u00e0n b\u1ed9 quy tr\u00ecnh th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng li\u1ec1n m\u1ea1ch. T\u1eeb \u0111\u1eb7t m\u00f3n, thanh to\u00e1n \u0111\u1ebfn ph\u1ee5c v\u1ee5 v\u1eadt l\u00fd, c\u00e1c kh\u00e2u \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i th\u00f4ng qua m\u00f4 h\u00ecnh <\/span>session<\/span><\/i>, c\u01a1 ch\u1ebf x\u00e1c th\u1ef1c v\u1ecb tr\u00ed khay b\u1eb1ng webcam v\u00e0 d\u00e2y chuy\u1ec1n m\u1ed9t chi\u1ec1u g\u1ed3m nhi\u1ec1u c\u00e1nh tay robot. \u0110\u1eb7c bi\u1ec7t, c\u00e1c b\u1ea1n kh\u00f4ng ch\u1ec9 d\u1eebng \u1edf m\u00f4 ph\u1ecfng. M\u1ed9t c\u00e1nh tay robot v\u1eadt l\u00fd \u0111\u01b0\u1ee3c tri\u1ec3n khai t\u1ea1i m\u1ed9t tr\u1ea1m \u0111\u1ec3 th\u1ef1c hi\u1ec7n thao t\u00e1c g\u1eafp \u2013 \u0111\u1eb7t, trong khi to\u00e0n b\u1ed9 d\u00e2y chuy\u1ec1n \u0111\u01b0\u1ee3c m\u00f4 ph\u1ecfng tr\u00ean Unity nh\u1eb1m ch\u1ee9ng minh t\u00ednh kh\u1ea3 thi c\u1ee7a m\u00f4 h\u00ecnh.<\/span><\/p>\n

Chia s\u1ebb v\u1ec1 qu\u00e1 tr\u00ecnh th\u1ef1c hi\u1ec7n, c\u00e1c b\u1ea1n cho bi\u1ebft: <\/span>\u201c\u00dd t\u01b0\u1edfng ban \u0111\u1ea7u cho \u0111\u1ec1 t\u00e0i \u0111\u01b0\u1ee3c th\u1ea7y L\u00e2m H\u1eefu Kh\u00e1nh Ph\u01b0\u01a1ng g\u1ee3i \u00fd. T\u1eeb \u0111\u00f3, t\u1ee5i em b\u1eaft \u0111\u1ea7u kh\u1ea3o s\u00e1t hi\u1ec7n tr\u1ea1ng v\u00e0 ph\u00e2n t\u00edch xem m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 tri\u1ec3n khai \u0111\u1ebfn \u0111\u00e2u. Trong qu\u00e1 tr\u00ecnh l\u00e0m, th\u1ea7y g\u00f3p \u00fd cho t\u1ee5i em v\u1ec1 ph\u1ea1m vi nghi\u1ec7p v\u1ee5, c\u00e1ch v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng v\u00e0 c\u1ea3 ph\u1ea7n thi\u1ebft b\u1ecb IoT. Nh\u1edd v\u1eady, t\u1ee5i em t\u1eebng b\u01b0\u1edbc ho\u00e0n thi\u1ec7n m\u00f4 h\u00ecnh, t\u1eeb ph\u1ea7n m\u1ec1m \u0111\u1ebfn m\u1ed9t tr\u1ea1m g\u1eafp \u2013 \u0111\u1eb7t b\u1eb1ng c\u00e1nh tay robot th\u1ef1c t\u1ebf.\u201d<\/span><\/i><\/p>\n

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H\u1ec7 th\u1ed1ng cung c\u1ea5p th\u00f4ng tin, \u0111\u1eb7t v\u00e9 v\u00e0 tham quan di chuy\u1ec3n tr\u00ean s\u00f4ng S\u00e0i G\u00f2n<\/span><\/strong><\/div>\n
<\/div>\n
M\u1ed9t chuy\u1ebfn \u0111i kh\u00f4ng ch\u1ec9 b\u1eaft \u0111\u1ea7u t\u1eeb vi\u1ec7c t\u00ecm chuy\u1ebfn v\u00e0 \u0111\u1eb7t v\u00e9. V\u1edbi c\u00e1c b\u1ea1n sinh vi\u00ean th\u1ef1c hi\u1ec7n \u0111\u1ec1 t\u00e0i \u201cWaterbus \u2013 System for providing information and booking ticket to visit Saigon river\u201d, tr\u1ea3i nghi\u1ec7m \u1ea5y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i xuy\u00ean su\u1ed1t t\u1eeb l\u00fac t\u00ecm chuy\u1ebfn, mua v\u00e9 cho \u0111\u1ebfn khi h\u00e0nh kh\u00e1ch th\u1ef1c s\u1ef1 \u0111\u1eb7t ch\u00e2n l\u00ean t\u00e0u. \u0110\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi Ung Mai Th\u1ecb H\u1ed3ng Nga , Ng\u00f4 Gia B\u1ea3o, Nguy\u1ec5n H\u1eefu Ho\u00e0ng v\u00e0 Ng\u00f4 Gia B\u1ea3o, c\u00f9ng s\u1ef1 h\u01b0\u1edbng d\u1eabn c\u1ee7a gi\u1ea3ng vi\u00ean Nguy\u1ec5n Ng\u1ecdc L\u00e2m nh\u00f3m \u0111\u00e3 mang \u0111\u1ebfn h\u1ed9i \u0111\u1ed3ng \u1ee9ng d\u1ee5ng \u1ea5n t\u01b0\u1ee3ng.\u00a0<\/span><\/div>\n
<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

\"IMG\"<\/p>\n

Xu\u1ea5t ph\u00e1t t\u1eeb nhu c\u1ea7u s\u1ed1 h\u00f3a tr\u1ea3i nghi\u1ec7m s\u1eed d\u1ee5ng Waterbus, c\u00e1c b\u1ea1n x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng th\u1ed1ng nh\u1ea5t c\u00e1c thao t\u00e1c t\u00ecm chuy\u1ebfn, \u0111\u1eb7t v\u00e9, thanh to\u00e1n tr\u1ef1c tuy\u1ebfn, nh\u1eadn v\u00e9 \u0111i\u1ec7n t\u1eed QR, check-in v\u00e0 theo d\u00f5i h\u00e0nh tr\u00ecnh. H\u1ec7 th\u1ed1ng \u0111\u1ed3ng th\u1eddi ph\u1ee5c v\u1ee5 kh\u00e1ch h\u00e0ng, nh\u00e2n vi\u00ean v\u1eadn h\u00e0nh v\u00e0 qu\u1ea3n tr\u1ecb vi\u00ean, trong \u0111\u00f3 tr\u1ea3i nghi\u1ec7m c\u1ee7a h\u00e0nh kh\u00e1ch tr\u01b0\u1edbc v\u00e0 trong chuy\u1ebfn \u0111i \u0111\u01b0\u1ee3c \u0111\u1eb7c bi\u1ec7t ch\u00fa tr\u1ecdng.<\/span><\/p>\n

Nh\u01b0ng \u0111i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ee7a \u0111\u1ec1 t\u00e0i kh\u00f4ng d\u1eebng \u1edf vi\u1ec7c \u0111\u1eb7t v\u00e9. Chia s\u1ebb v\u1ec1 h\u00e0nh tr\u00ecnh hi\u1ec7n th\u1ef1c ho\u00e1 s\u1ea3n ph\u1ea9m, c\u00e1c b\u1ea1n cho bi\u1ebft: <\/span>\u201cNh\u00f3m lu\u00f4n \u0111\u1eb7t c\u00e2u h\u1ecfi \u2018Sau khi h\u00e0nh kh\u00e1ch \u0111\u00e3 check-in v\u00e0 th\u1ef1c s\u1ef1 \u1edf tr\u00ean chuy\u1ebfn t\u00e0u, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 l\u00e0m g\u00ec \u0111\u1ec3 chuy\u1ebfn \u0111i tr\u1edf n\u00ean th\u00fa v\u1ecb h\u01a1n?\u2019 \u0111\u1ec3 l\u00e0m kim ch\u1ec9 nam cho \u1ee9ng d\u1ee5ng.\u201d<\/span><\/i> Ch\u00ednh vi\u1ec7c \u0111i t\u00ecm c\u00e2u tr\u1ea3 l\u1eddi cho b\u00e0i to\u00e1n tr\u1ea3i nghi\u1ec7m \u0111\u00e3 gi\u00fap nh\u00f3m ph\u00e1t tri\u1ec3n th\u00eam nh\u1eefng t\u00ednh n\u0103ng m\u1edbi v\u00e0 h\u1eefu \u00edch, mang \u0111\u1ebfn tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng t\u1ed1t h\u01a1n.<\/span><\/p>\n

Trong \u0111\u00f3, AI Tour Guide tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n quan tr\u1ecdng c\u1ee7a s\u1ea3n ph\u1ea9m. D\u1ef1a tr\u00ean th\u00f4ng tin chuy\u1ebfn \u0111i v\u00e0 v\u1ecb tr\u00ed hi\u1ec7n t\u1ea1i, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 gi\u1edbi thi\u1ec7u c\u00e1c \u0111\u1ecba danh tr\u00ean h\u00e0nh tr\u00ecnh. H\u00e0nh kh\u00e1ch c\u0169ng c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi AI b\u1eb1ng gi\u1ecdng n\u00f3i v\u00e0 nghe c\u00e2u tr\u1ea3 l\u1eddi b\u1eb1ng \u00e2m thanh. B\u00ean c\u1ea1nh \u0111\u00f3, AI Assistant h\u1ed7 tr\u1ee3 t\u00ecm hi\u1ec3u tuy\u1ebfn, l\u1ecbch tr\u00ecnh, ch\u00ednh s\u00e1ch v\u00e0 qu\u00e1 tr\u00ecnh \u0111\u1eb7t v\u00e9 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u c\u1ee7a h\u1ec7 th\u1ed1ng.<\/span><\/p>\n

\u0110\u1ec3 AI kh\u00f4ng tr\u1edf th\u00e0nh m\u1ed9t t\u00ednh n\u0103ng \u201c\u0111\u1ec3 cho c\u00f3\u201d, c\u00e1c b\u1ea1n ti\u1ebfp t\u1ee5c ho\u00e0n thi\u1ec7n lu\u1ed3ng tr\u1ea3i nghi\u1ec7m theo h\u00e0nh tr\u00ecnh th\u1ef1c t\u1ebf: check-in \u2192 theo d\u00f5i chuy\u1ebfn t\u00e0u \u2192 nh\u1eadn th\u00f4ng tin v\u1ec1 \u0111\u1ecba danh v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi AI \u2192 check-out. H\u1ec7 th\u1ed1ng c\u0169ng \u0111\u01b0\u1ee3c t\u00ednh \u0111\u1ebfn nh\u1eefng tr\u01b0\u1eddng h\u1ee3p nh\u01b0 h\u00e0nh kh\u00e1ch ch\u01b0a check-in, \u0111\u00e3 check-out ho\u1eb7c v\u00e9 kh\u00f4ng thu\u1ed9c chuy\u1ebfn hi\u1ec7n t\u1ea1i.<\/span><\/p>\n

Ch\u00ednh c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap \u0111\u1ec1 t\u00e0i \u0111i xa h\u01a1n m\u1ed9t h\u1ec7 th\u1ed1ng booking. Booking, e-ticket, QR verification, real-time journey v\u00e0 AI \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i th\u00e0nh m\u1ed9t tr\u1ea3i nghi\u1ec7m th\u1ed1ng nh\u1ea5t, trong \u0111\u00f3 c\u00f4ng ngh\u1ec7 xu\u1ea5t hi\u1ec7n \u0111\u00fang th\u1eddi \u0111i\u1ec3m v\u00e0 ph\u1ee5c v\u1ee5 \u0111\u00fang nhu c\u1ea7u c\u1ee7a h\u00e0nh kh\u00e1ch.<\/span><\/p>\n

N\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t v\u00e0 b\u1ea3o tr\u00ec pin Lithium-ion cho h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef n\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi \u1ee9ng d\u1ee5ng AI\/IoT<\/strong><\/p>\n

V\u1edbi \u0111\u1ec1 t\u00e0i \u201cN\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t v\u00e0 b\u1ea3o tr\u00ec pin Lithium-ion cho h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef n\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi \u1ee9ng d\u1ee5ng AI\/IoT\u201d, nh\u00f3m GSU26SE55 g\u1ed3m Tr\u1ea7n Minh Tr\u00ed, B\u00f9i Ph\u01b0\u1edbc Th\u1eafng, Nguy\u1ec5n Nh\u1eadt Minh, Mai H\u1ed3ng Th\u00e1i v\u00e0 Nguy\u1ec5n Ph\u00fac Duy, c\u00f9ng h\u01b0\u1edbng d\u1eabn c\u1ee7a Th\u1ea7y Tr\u01b0\u01a1ng Long l\u1ef1a ch\u1ecdn m\u1ed9t b\u00e0i to\u00e1n g\u1eafn v\u1edbi xu h\u01b0\u1edbng Smart Energy v\u00e0 Solar Energy.<\/span><\/p>\n

\"DSC06787\"<\/p>\n

H\u00ecnh dung s\u1ea3n ph\u1ea9m nh\u01b0 m\u1ed9t \u201cng\u01b0\u1eddi tr\u1ee3 l\u00fd th\u00f4ng minh cho pin n\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi\u201d, Th\u00f4ng qua IoT, h\u1ec7 th\u1ed1ng li\u00ean t\u1ee5c thu th\u1eadp \u0111i\u1ec7n \u00e1p, d\u00f2ng \u0111i\u1ec7n v\u00e0 nhi\u1ec7t \u0111\u1ed9. AI sau \u0111\u00f3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u theo th\u1eddi gian \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 s\u1ee9c kh\u1ecfe pin v\u00e0 nh\u1eadn bi\u1ebft xu h\u01b0\u1edbng suy gi\u1ea3m.<\/span><\/p>\n

Gi\u00e1 tr\u1ecb c\u1ee7a h\u1ec7 th\u1ed1ng kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf vi\u1ec7c tr\u1ea3 l\u1eddi \u201cpin \u0111ang ho\u1ea1t \u0111\u1ed9ng th\u1ebf n\u00e0o?\u201d, m\u00e0 h\u01b0\u1edbng \u0111\u1ebfn c\u00e2u h\u1ecfi quan tr\u1ecdng h\u01a1n: c\u00f3 d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng n\u00e0o \u0111ang xu\u1ea5t hi\u1ec7n v\u00e0 li\u1ec7u c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n tr\u01b0\u1edbc khi s\u1ef1 c\u1ed1 x\u1ea3y ra? T\u1eeb \u0111\u00f3, quy tr\u00ecnh b\u1ea3o tr\u00ec \u0111\u01b0\u1ee3c thay \u0111\u1ed5i t\u1eeb \u201cc\u00f3 s\u1ef1 c\u1ed1 \u2192 ph\u00e1t hi\u1ec7n \u2192 s\u1eeda ch\u1eefa\u201d sang \u201ctheo d\u00f5i \u2192 ph\u00e1t hi\u1ec7n s\u1edbm \u2192 ch\u1ee7 \u0111\u1ed9ng ki\u1ec3m tra \u2192 b\u1ea3o tr\u00ec\u201d.<\/span><\/p>\n

\u0110\u00e2y c\u0169ng l\u00e0 \u0111i\u1ec3m khi\u1ebfn \u0111\u1ed3 \u00e1n v\u01b0\u1ee3t kh\u1ecfi m\u1ed9t dashboard hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u. Khi ph\u00e1t hi\u1ec7n v\u1ea5n \u0111\u1ec1, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 t\u1ea1o y\u00eau c\u1ea7u b\u1ea3o tr\u00ec, ph\u00e2n c\u00f4ng ng\u01b0\u1eddi x\u1eed l\u00fd v\u00e0 theo d\u00f5i qu\u00e1 tr\u00ecnh ho\u00e0n th\u00e0nh.<\/span><\/p>\n

\u201cB\u00ean c\u1ea1nh nh\u1eefng v\u1ea5n \u0111\u1ec1 v\u1ec1 c\u00f4ng ngh\u1ec7, nh\u00f3m t\u1eebng g\u1eb7p m\u1ed9t s\u1ef1 c\u1ed1 \u0111\u00e1ng nh\u1edb khi x\u1eed l\u00fd d\u1eef li\u1ec7u: m\u1ed9t l\u00f4 d\u1eef li\u1ec7u b\u1ecb l\u1ed7i khi\u1ebfn qu\u00e1 tr\u00ecnh ghi nh\u1eadn nh\u1eefng d\u1eef li\u1ec7u ti\u1ebfp theo b\u1ecb gi\u00e1n \u0111o\u1ea1n. T\u1eeb \u0111\u00f3, nh\u00f3m nh\u1eadn ra m\u1ed9t h\u1ec7 th\u1ed1ng t\u1ed1t kh\u00f4ng ch\u1ec9 c\u1ea7n ch\u1ea1y \u0111\u01b0\u1ee3c khi m\u1ecdi th\u1ee9 b\u00ecnh th\u01b0\u1eddng, m\u00e0 c\u00f2n ph\u1ea3i s\u1eb5n s\u00e0ng cho nh\u1eefng l\u00fac c\u00f3 s\u1ef1 c\u1ed1. \u0110\u00e2y c\u0169ng l\u00e0 l\u00fac nh\u00f3m b\u1eaft \u0111\u1ea7u nh\u00ecn \u0111\u1ed3 \u00e1n kh\u00f4ng ch\u1ec9 \u1edf g\u00f3c \u0111\u1ed9 t\u00ednh n\u0103ng, m\u00e0 c\u00f2n \u1edf \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh, kh\u1ea3 n\u0103ng x\u1eed l\u00fd l\u1ed7i v\u00e0 tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf c\u1ee7a ng\u01b0\u1eddi d\u00f9ng\u201d – <\/span><\/i>Nh\u00f3m b\u1ed9c b\u1ea1ch v\u1ec1 k\u1ef7 ni\u1ec7m trong qu\u00e1 tr\u00ecnh th\u1ef1c hi\u1ec7n \u0111\u1ed3 \u00e1n.<\/span>\u00a0<\/span><\/p>\n

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RCField \u2013 RC Cafe Operations & Marketplace Platform<\/span><\/strong><\/div>\n
<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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V\u1edbi t\u00ean g\u1ecdi RCField \u2013 RC Cafe Operations & Marketplace Platform, nh\u00f3m GSU26SE29 g\u1ed3m Hu\u1ef3nh H\u1eefu To\u00e0n, D\u01b0\u01a1ng Thanh T\u00f9ng, Nguy\u1ec5n V\u0129nh Ph\u00fac v\u00e0 B\u00f9i Tr\u1ecdng Tr\u00ed, c\u00f9ng h\u01b0\u1edbng d\u1eabn c\u1ee7a gi\u1ea3ng vi\u00ean Nguy\u1ec5n Minh Sang, x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng k\u1ebft n\u1ed1i kh\u00e1ch h\u00e0ng, nh\u00e2n vi\u00ean t\u1ea1i c\u00e1c chi nh\u00e1nh v\u00e0 \u0111\u01a1n v\u1ecb kinh doanh.<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

\"IMG\"<\/p>\n

B\u00e0i to\u00e1n xu\u1ea5t ph\u00e1t t\u1eeb th\u1ef1c t\u1ebf m\u1ed9t RC Racing Cafe ph\u1ea3i \u0111\u1ed3ng th\u1eddi qu\u1ea3n l\u00fd l\u1ecbch \u0111\u1eb7t, xe RC, phi\u00ean ch\u01a1i, thanh to\u00e1n, ti\u1ec1n c\u1ecdc, t\u00ecnh tr\u1ea1ng xe, s\u1ef1 c\u1ed1 h\u01b0 h\u1ecfng v\u00e0 c\u1ea3 c\u00e1c gi\u1ea3i \u0111\u1ea5u. N\u1ebfu v\u1eadn h\u00e0nh th\u1ee7 c\u00f4ng, nh\u1eefng nghi\u1ec7p v\u1ee5 n\u00e0y d\u1ec5 b\u1ecb ph\u00e2n t\u00e1n v\u00e0 ph\u00e1t sinh nh\u1ea7m l\u1eabn ho\u1eb7c tranh ch\u1ea5p.<\/span><\/p>\n

RCField v\u00ec th\u1ebf kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng \u0111\u1eb7t l\u1ecbch. Nh\u00f3m m\u00f4 h\u00ecnh h\u00f3a g\u1ea7n nh\u01b0 to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi v\u1eadn h\u00e0nh c\u1ee7a m\u1ed9t RC Racing Cafe. M\u1ed9t \u0111i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 quy tr\u00ecnh b\u00e0n giao v\u00e0 ho\u00e0n tr\u1ea3 xe. H\u00ecnh \u1ea3nh, checklist t\u00ecnh tr\u1ea1ng xe v\u00e0 x\u00e1c nh\u1eadn gi\u1eefa kh\u00e1ch h\u00e0ng v\u1edbi nh\u00e2n vi\u00ean \u0111\u01b0\u1ee3c l\u01b0u l\u1ea1i tr\u01b0\u1edbc v\u00e0 sau phi\u00ean ch\u01a1i. Khi c\u00f3 h\u01b0 h\u1ecfng, nh\u1eefng d\u1eef li\u1ec7u n\u00e0y tr\u1edf th\u00e0nh c\u0103n c\u1ee9 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh s\u1ef1 c\u1ed1 v\u00e0 chi ph\u00ed s\u1eeda ch\u1eefa.<\/span><\/p>\n

H\u1ec7 th\u1ed1ng c\u00f2n h\u1ed7 tr\u1ee3 \u0111\u00f3ng b\u0103ng m\u1ee9c gi\u00e1 t\u1ea1i th\u1eddi \u0111i\u1ec3m booking, thanh to\u00e1n v\u00e0 \u0111\u1ed1i so\u00e1t giao d\u1ecbch, qu\u1ea3n l\u00fd phi\u00ean ch\u01a1i, \u0111\u1ed5i xe, x\u1eed l\u00fd t\u00ecnh hu\u1ed1ng ph\u00e1t sinh v\u00e0 qu\u1ea3n l\u00fd gi\u1ea3i \u0111\u1ea5u t\u1eeb \u0111\u0103ng k\u00fd, \u0111i\u1ec3m danh, sinh nh\u00e1nh \u0111\u1ea5u \u0111\u1ebfn ghi nh\u1eadn k\u1ebft qu\u1ea3 v\u00e0 b\u1ea3ng x\u1ebfp h\u1ea1ng.<\/span><\/p>\n

T\u1eeb m\u1ed9t c\u00e1nh tay robot, m\u1ed9t m\u00f4 h\u00ecnh BIM, m\u1ed9t b\u00e1o c\u00e1o \u0111i\u1ec3m r\u00e1c, m\u1ed9t chuy\u1ebfn Waterbus, m\u1ed9t vi\u00ean pin Lithium-ion \u0111\u1ebfn m\u1ed9t chi\u1ebfc xe RC, m\u1ed7i \u0111\u1ed3 \u00e1n l\u00e0 m\u1ed9t c\u00e1ch \u0111\u1ec3 c\u00f4ng ngh\u1ec7 gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n th\u1ef1c t\u1ebf. Qua \u0111\u00f3, sinh vi\u00ean kh\u00f4ng ch\u1ec9 h\u1ecdc c\u00e1ch l\u00e0m ra m\u1ed9t s\u1ea3n ph\u1ea9m c\u00f3 th\u1ec3 ch\u1ea1y, m\u00e0 c\u00f2n h\u1ecdc c\u00e1ch nh\u00ecn v\u1ea5n \u0111\u1ec1, hi\u1ec3u nhu c\u1ea7u v\u00e0 x\u00e2y d\u1ef1ng gi\u1ea3i ph\u00e1p ph\u00f9 h\u1ee3p. \u0110\u00f3 c\u0169ng l\u00e0 c\u00e1ch \u0111\u00e0o t\u1ea1o g\u1eafn li\u1ec1n v\u1edbi th\u1ef1c ti\u1ec5n \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n qua c\u00e1c \u0111\u1ed3 \u00e1n K\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m t\u1ea1i Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT: h\u1ecdc t\u1eeb nh\u1eefng v\u1ea5n \u0111\u1ec1 th\u1eadt, l\u00e0m tr\u00ean nh\u1eefng b\u00e0i to\u00e1n th\u1eadt v\u00e0 t\u1ea1o ra nh\u1eefng gi\u00e1 tr\u1ecb c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng trong th\u1ef1c t\u1ebf.<\/span><\/p>\n

H\u00ecnh: Qu\u1ed1c Anh – Tr\u01b0\u1eddng Sinh|<\/strong>B\u00e0i: \u00c1i Nhi – H\u1ed3ng Thanh – Hu\u1ef3nh H\u00e0\u00a0<\/strong><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"

Kh\u00f4ng b\u1eaft \u0111\u1ea7u t\u1eeb c\u00e2u h\u1ecfi \u201cC\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c c\u00f4ng ngh\u1ec7 g\u00ec?\u201d, sinh vi\u00ean K\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t c\u00e2u h\u1ecfi g\u1ea7n g\u0169i h\u01a1n: Con ng\u01b0\u1eddi \u0111ang g\u1eb7p kh\u00f3 kh\u0103n g\u00ec v\u00e0 c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 gi\u00fap g\u00ec? T\u1eeb h\u00e0ng d\u00e0i ch\u1edd mua c\u01a1m, h\u1ed3 s\u01a1 x\u00e2y […]\n","protected":false},"author":7,"featured_media":8718,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[36,21,22],"tags":[],"class_list":["post-8703","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe","category-tin-tuc-su-kien","category-tin-tuc-noi-bat"],"acf":[],"_links":{"self":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts\/8703","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/comments?post=8703"}],"version-history":[{"count":4,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts\/8703\/revisions"}],"predecessor-version":[{"id":9232,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts\/8703\/revisions\/9232"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/media\/8718"}],"wp:attachment":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/media?parent=8703"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/categories?post=8703"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/tags?post=8703"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}