Yaskawa Shougang Industrial Robot ntawm kev nthuav qhia ntawm 2022 World Robot Conference.
Cov kws kho mob robots ua qhov kev phais mob plab me me. Cov neeg hlau kas fes tuaj yeem ua kom tiav ib khob tulip-zoo li kas fes latte hauv 75 vib nas this, thiab cov neeg tuaj tos tuaj yeem ua tiav cov kua paub tsis pub dhau 0.2 vib nas this hauv thaj tsam ntawm 1 square meter...Lub Yim Hli 18 txog 21, 2022 Ntiaj teb neeg hlau Lub rooj sib tham tau muaj nyob rau hauv Beijing. Thawj thawj zaug, lub expo tau qhia cov neeg tuaj saib cov ntawv thov tshiab ntawm cov neeg hlau hauv kev kho mob, kev ua liaj ua teb thiab lwm yam kev lag luam hauv daim ntawv ntawm "neeg hlau ntxiv rau daim ntawv thov scenarios".
Robots yog hu ua "lub hlaws nyob rau sab saum toj ntawm lub tuam txhab tsim khoom" thiab yog lub cim tseem ceeb ntawm lub teb chaws txoj kev tsim kho thev naus laus zis thiab qib high-end tsim. Thaum Lub Yim Hli 17, Tus Tuav Haujlwm General Xi Jinping tau hais meej thaum nws tau tshuaj xyuas Shenyang Xinsong Robot Automation Co., Ltd. hauv Liaoning tias nws yog lub sijhawm los txhawb kev ntseeg tus kheej thiab kev txhim kho tus kheej hauv kev tshawb fawb thiab thev naus laus zis. Hauv peb txhais tes. Txij li thaum lub 18th National Congress ntawm lub Communist Party ntawm Tuam Tshoj, kuv lub teb chaws txoj kev lag luam neeg hlau tau ua tiav nyob rau hauv scale, technology thiab cov khoom, thiab daim ntawv thov theem tau zoo heev. Raws li "14th Tsib Xyoo Plan rau Robot Industry Development", txij li thaum kawg ntawm lub xyoo dhau los, kuv lub teb chaws tau dhau los ua tus neeg siv khoom lag luam loj tshaj plaws hauv ntiaj teb rau 8 xyoo sib law liag. Xyoo 2021, qhov ceev ntawm cov neeg hlau hauv kuv lub teb chaws kev lag luam kev lag luam yuav ncav cuag 322 units rau 10,{11}} tus neeg, nce 13 npaug piv nrog xyoo 2012.
Los ntawm kev kho mob mus rau industrial manufacturing
kuv lub teb chaws tau dhau los ua lub ntiaj teb daim ntawv thov kev lag luam loj tshaj plaws rau cov neeg hlau
Thaum sawv ntxov ntawm Lub Yim Hli 23, Ms. Liu, uas ua haujlwm hauv Shanghai Jinqiao Huahong Innovation Park, tau mus rau lub chaw kuaj kab mob nucleic acid nyob ze rau kev kuaj nucleic acid. Tsis zoo li cov chaw kuaj kab mob nucleic acid zoo tib yam, lub rooj muag khoom sampling uas Ms. Liu mus tsis muaj "dawb loj", tab sis yog ib tug neeg hlau xwb. "Tus neeg hlau no yog cov thev naus laus zis tiag tiag, thiab nws cov tswv yim tsis tsawg dua li cov neeg ua haujlwm kho mob." Ms. Liu tau hais tias nyob rau hauv Shanghai cov hnub kub kub, nws kub heev rau kev sib tw los ua cov tshuaj nucleic acid, thiab "dawb loj" tseem nyuaj rau kev ua haujlwm ntawm cov khaub ncaws tiv thaiv. Tam sim no hom robotic nucleic acid sampling lub rooj muag zaub muaj nyob rau ntau qhov chaw hauv Shanghai, uas yog yooj yim heev.
Neeg hlau kws kho mob, neeg hlau xa xov, neeg hlau waiters... Nyob rau hauv xyoo tas los no, ntau thiab ntau cov neeg hlau tau tshwm sim nyob rau hauv tag nrho cov mus kev ntawm lub neej nyob rau hauv Tuam Tshoj. Piv nrog rau cov neeg hlau uas "clumsy thiab tsuas tuaj yeem ua haujlwm yooj yim" yav dhau los, cov neeg hlau tam sim no hloov tau ntau dua, thiab lawv cov xwm txheej thov tau ntau thiab ntau dua. Cov ntaub ntawv qhia tau hais tias kuv lub teb chaws tau dhau los ua daim ntawv thov kev lag luam loj tshaj plaws rau cov neeg hlau hauv ntiaj teb.
Tsis ntev los no, ib tug me nyuam los ntawm Hefei City, Anhui xeev tau txais "radical resection ntawm megacolon" nyob rau hauv Thawj Tsev Kho Mob ntawm Tuam Tshoj University of Science thiab Technology. Tus "tus kws kho mob" ntawm lub lag luam yog ib tug neeg hlau hu ua "Daqi". Puas yog Robotic Surgery ntseeg tau? Cov lus teb tsis yog tsuas yog txhim khu kev qha tab sis kuj tseem siv tshuab thev naus laus zis. Raws li tus kws kho mob tuaj koom, vim hais tias tus me nyuam tseem hluas thiab lub teeb nyob rau hauv qhov hnyav, thiab kev ua haujlwm yuav tsum tau tso cov pelvic ganglion-free plab hnyuv kwj dej, nws yog qhov nyuaj dua, yog li kev ua haujlwm yuav tsum tau ua kom zoo heev. Hauv qhov no, kev ruaj ntseg thiab precision ntawm cov neeg hlau yog siab heev. Kev ua haujlwm tau siv sijhawm ntau dua 3 teev, thiab cov ntshav tsis txaus tsuas yog 20 ml.
Da Vinci Surgical Robot System ntawm Thawj Tsev Kho Mob ntawm Xiamen University hauv Fujian Xeev tab tom ua haujlwm rau tus neeg mob.
Kev kho mob yog ib thaj chaw loj ntawm kev siv neeg hlau hauv tsev. Surgical robots hu ua "txoj kev tshiab ntawm kev phais lwm tiam" thiab tau siv ntau lub tsev kho mob hauv Suav teb. Piv nrog rau yav dhau los World Robot Conferences, xyoo no World Robot Conference Expo kuj tau teeb tsa "Robot plus Medical" thaj chaw nthuav tawm, nrog ntau tus neeg tuaj koom. Cov kws tshaj lij kev lag luam ntseeg tias daim ntawv thov kev kho mob robots hauv cov tshuaj cuam tshuam tsis tuaj yeem tsuas yog txo qhov teeb meem ntawm kev kawm ntev ntawm cov neeg ua haujlwm kho mob, tab sis kuj ua tiav ntau dua thiab cov qauv kev ua haujlwm hauv kev phais, thiab muaj qhov chaw kho mob loj.
Kev lag luam kuj tseem yog thaj chaw tsom rau kev siv neeg hlau. Raws li tus tswv ntawm cov thev naus laus zis thiab cov thev naus laus zis, kev tsim khoom ntse coj los ntawm kev lag luam neeg hlau tau dhau los ua txoj hauv kev tseem ceeb rau kev hloov pauv thiab hloov kho tshiab ntawm kev tsim khoom hauv tsev.
Nyob rau hauv lub crane manufacturing cog ntawm Xugong Group Siv Machinery Co., Ltd., cov ntse ntau lawm kab khiav ntawm kev kub ceev. Tag nrho cov txheej txheem tsim khoom tsuas yog xav tau ib tus neeg ua haujlwm los nyem tus nas, thiab tus so yog ua los ntawm kev lag luam robots. Raws li lub ntiaj teb nto moo crane chaw tsim tshuaj paus, XCMG tau tsim lub ntiaj teb thawj qhov ntse vuam kab ntau lawm rau crane turntables, uas paub txog kev hloov tshuab, 100 feem pua tus nqi dhau rau ib zaug vuam, thiab ntau dua 100 feem pua nce hauv kev tsim khoom. Nyob rau hauv XCMG lub luag hauj lwm hnyav txheej txawj ntse ntau lawm kab, cov outriggers ntawm cov khoom yog sprayed los ntawm ob 7-axis spraying robots, thiab cov xim siv tus nqi tau nce los ntawm 51 feem pua mus rau ntau tshaj 65 feem pua, uas kuj tshem tawm cov kev ua hauj lwm kev noj qab haus huv txaus ntshai. tshwm sim los ntawm txoj haujlwm no rau cov neeg ua haujlwm.
Kev siv cov thev naus laus zis tshiab xws li kev lag luam robots thiab cov txuj ci dag dag tau ua rau kev tsim khoom yooj yim dua thiab ua haujlwm tau zoo. Shunde District, Foshan City, Guangdong Province yog lub hauv paus loj tshaj plaws rau cov khoom siv hauv tsev me xws li cov kiv cua hluav taws xob thiab microwave ncu hauv lub tebchaws. Ntawm no, lub tshuab hluav taws xob microwave qhov cub ntse tuaj yeem ua haujlwm offline lub qhov cub microwave txhua 8 vib nas this, thiab ntau tshaj 20 tus ntsia hlau ntawm lub qhov cub microwave. , tsuas yog kawg yuav tsum tau manually nruj. Keeb kwm, cov kab ntau lawm uas tuaj yeem tsim ib hom microwave qhov cub tuaj yeem tsim cov khoom siv microwave ntawm ntau yam tshwj xeeb ntawm ib zaug tom qab automation thiab kev hloov pauv ntse.
Nyob rau hauv xyoo tas los no, kuv lub teb chaws kev lag luam kev lag luam tau nrawm automation thiab kev txawj ntse hloov khoom dua tshiab, thiab kev hloov tshuab thiab kev sib koom tes ntawm tib neeg-tshuab tau dhau los ua qhov sib txawv thiab kev pom zoo. Raws li "World Robot 2021 Industrial Robot Report" tso tawm los ntawm International Federation of Robotics, tus naj npawb ntawm cov neeg hlau ua haujlwm hauv Suav teb xyoo 2021 yuav ncav cuag 943,000 units, ib xyoos ib zaug nce. ntawm 21 feem pua, thiab tseem loj hlob sai heev. Tam sim no, kev lag luam neeg hlau tau npog 60 pawg loj ntawm kev lag luam thiab 168 pawg nruab nrab ntawm kuv lub teb chaws kev lag luam hauv lub tebchaws. Kev loj hlob ntawm kev thov rau industrial robots kuj spawned txoj kev loj hlob sai ntawm industrial robots manufacturing. Raws li cov ntaub ntawv tshaj tawm los ntawm Ministry of Industry thiab Information Technology, xyoo 2021, cov khoom tsim tawm ntawm kev lag luam robots hauv kuv lub teb chaws yuav ncav cuag 366, 000 units, nce 10 npaug tshaj xyoo 2015, suav nrog cov neeg hlau loj tshaj plaws hauv ntiaj teb. Neeg hlau ua lag luam.
Los ntawm ntau pua mus rau ntau dua 120, 000 kev sau npe tshiab hauv ib xyoos
Lub cev tseem ceeb ntawm kev lag luam kev lag luam neeg hlau txuas ntxiv txhim kho thiab loj hlob
Ntawm 2022 Lub Rooj Sib Tham Ntiaj Teb Neeg Hlau, 12 lub tuam txhab neeg hlau los ntawm Sanlongwan Science thiab Technology City, Foshan City, Guangdong Province tau coj ntau yam khoom siv neeg hlau ua haujlwm siab, nyiam ntau tus neeg tuaj xyuas. Raws li qhov chaw sib sau ua ke ntawm kev lag luam neeg hlau hauv Foshan, Sanlongwan Science thiab Technology City muaj ntau dua 50 tus neeg hlau thiab cov lag luam sab saud thiab qis qis (cov koom haum), thiab qhov zoo ntawm cov neeg hlau pawg tau pom tseeb dua.
Ib tug qhua tuav tes nrog tib neeg neeg hlau ntawm 2022 World Robot Conference.
Guangdong xeev yog ib qho ntawm pawg tseem ceeb ntawm kev lag luam neeg hlau hauv tsev. Lub nroog suav nrog Guangzhou, Foshan, Shenzhen, thiab Dongguan tau ua tiav ntau lub chaw tsim khoom lag luam thiab chaw ua lag luam nyob rau xyoo tas los no los txhawb kev loj hlob ntawm kev lag luam neeg hlau.
Lub Songshan Lake International Robot Industry Base nyob rau hauv Dongguan City, Guangdong Province tau tsim nyob rau hauv 2014. Nyob rau hauv ob peb xyoos xwb, ib tug tiav neeg hlau kev lag luam saw tau pib tsim. Raws li xyoo tas los, muaj ntau dua 400 lub tuam txhab neeg hlau nyob hauv lub tiaj ua si, suav nrog kev sib txuas sab saud thiab qis ntawm cov neeg hlau kev lag luam xws li cov khoom tseem ceeb, cov cuab yeej ntse, thiab kev sib koom ua ke, thiab tsim peb lub lag luam echelons hauv lub sijhawm incubation, lub sijhawm loj hlob. thiab lub sij hawm kom loj hlob. Tsis tas li ntawd, muaj ntau tshaj 30 lub koom haum R&D tshiab.
Lub tuam txhab cheb neeg hlau Yunjing Intelligent yog ib tug qub neeg nyob hauv Songshan Lake. Lub tuam txhab co-founder Gao Han nco qab tias kev lag luam neeg hlau hauv Dongguan tab tom txhim kho sai. Siv Songshan Lake ua piv txwv. Thaum Yunjing Intelligent thawj zaug nyob hauv, cov chaw ua haujlwm hauv lub tiaj ua si tseem khoob. , tsis yog ob peb lub tuam txhab. Tab sis nyob rau hauv tsuas yog peb xyoos, qhov kev lag luam hauv paus no yuav luag tag nrho. Tsoom fwv cov kev pabcuam txhawb nqa thiab ua tiav cov kev tsim khoom hauv zos yog cov laj thawj rau kev nyiam cov lag luam, thiab tseem muab cov av fertile rau kev loj hlob ntawm cov neeg hlau kev lag luam hauv lub tiaj ua si.
Cov chaw lag luam ntawm kev lag luam neeg hlau tau ua kom zoo dua qub thiab nthuav dav, ua kom pom lub zog tsav tsheb rau kev txhim kho ntawm kuv lub teb chaws txoj kev lag luam neeg hlau. Raws li kev txheeb cais tsis tiav, kaum xyoo dhau los, feem ntawm Suav cov tuam txhab hauv zos hauv kev lag luam hauv tsev neeg hlau tsawg dua 5 feem pua, thiab cov tuam txhab lag luam tsuas yog ob peb puas. Txawm li cas los xij, nyob rau hauv 10 xyoo dhau los, tus naj npawb ntawm cov tuam txhab sau npe neeg hlau cuam tshuam tau nce xyoo los ntawm xyoo. Nyob rau hauv 2021 ib leeg, tus naj npawb ntawm cov tuam txhab muaj feem cuam tshuam nrog cov neeg hlau tshiab yuav ncav cuag 123,900. Tam sim no, kuv lub teb chaws txoj kev lag luam neeg hlau tau pib tsim tag nrho kev lag luam saw system los ntawm qhov chaw, ua tiav cov cav tov rau kev sib xyaw ua ke.
Nyob rau hauv lub rooj sib tham zaum kawg ntawm Chongqing Qiteng Technology Co., Ltd., nyob rau hauv Digital Economy Industrial Park ntawm Liangjiang New District, Chongqing, cov khoom siv neeg hlau tau raug soj ntsuam nruj, thiab tom qab ntawd dov tawm ntawm cov kab sib dhos thiab muag thoob plaws lub lub teb chaws. Lub tuam txhab no, uas tsuas yog tsim nyob rau xyoo 2010, tam sim no muaj cov khoom lag luam npog ntau tshaj 20 lub xeev thiab lub nroog thoob plaws lub tebchaws, muab kev pabcuam rau ntau tshaj 100 lub tuam txhab paub zoo hauv tsev thiab txawv teb chaws.
Chongqing Liangjiang Robot Industrial Park yog qhov chaw ua haujlwm tseem ceeb rau kev tsim kho ntawm Chongqing kev lag luam neeg hlau. Txij li thaum xyoo 2012, Chongqing Liangjiang Tshiab Cheeb Tsam tau coj kev lag luam neeg hlau los ua ib qho tseem ceeb ntawm kev tsim kho lub tswv yim, tsom mus rau kev tsim kom muaj kev lag luam ecology uas koom ua ke nrog kev ua haujlwm xws li "tsim chaw tsim khoom", "kev ua tiav incubation", thiab "daim ntawv R&D", uas tau nyiam thiab cog qoob loo ntau ntawm cov lag luam.
Cov neeg hlau kev lag luam pawg xws li qhov no tsis tshua muaj nyob hauv Suav teb. Hauv Xiaoshan District, Hangzhou City, Zhejiang Province, lub nroog neeg hlau tau dhau los ua qhov chaw tshiab kev lag luam hauv zos. Hangzhou Qianjiang Robot Co., Ltd. tau nyob hauv lub nroog hauv 2017. Wang Haoyu, tus thawj coj ntawm lub tuam txhab muag, hais tias lub ntsiab yog vim li cas yog tsom rau kev lag luam agglomeration zoo ntawm lub nroog. "Ntawm no, sai li sai tau thaum koj tawm mus, koj yog ib lub lag luam downstream; sai li sai tau thaum koj tham, nws yog lub hlwb. Nws pab peb txo ntau lub sijhawm, cov neeg ua haujlwm, thiab cov nqi tsheb thauj mus los." Nws hais tias.
Qee lub tuam txhab lag luam tau ua cov ntaub ntawv tsis tiav. Tam sim no, muaj ntau tshaj 500 qhov chaw ua lag luam hauv kev lag luam neeg hlau ib leeg hauv kuv lub teb chaws, thiab cov txiaj ntsig ntawm kev lag luam agglomeration thiab kev koom ua ke ntawm kev lag luam thiab cov nroog yog qhov tseem ceeb.
Los ntawm qhov kawg ntawm qhov kawg ntawm tus nqi saw mus rau thoob ntiaj teb kev pib ntawm kev tshawb fawb ywj pheej thiab kev loj hlob
Kev lag luam tshiab txuas ntxiv tshwm sim, thiab cov khoom tseem ceeb tau ua tiav cov theem kev sib tw
Shenyang SIASUN Robot Automation Co., Ltd. (tom qab no hu ua SIASUN), yog ib lub tuam txhab ua lag luam hauv kev lag luam hauv tsev neeg hlau, tso tawm nws cov khoom tshiab, cov neeg hlau txawb "Xingweilai", ntawm 2022 Ntiaj Teb Neeg Hlau Rooj Sib Tham. Cov algorithms tseem ceeb, kev tswj hwm, thiab cov txheej txheem navigation tau txais los ntawm "Xingweilai" yog qhov kev ua tiav tshiab ntawm SIASUN txoj kev tshawb fawb ywj pheej thiab kev txhim kho thiab txawm tias thawj zaug hauv kev lag luam. Nws tuaj yeem hais tias nws ua ke nrog ntau cov thev naus laus zis.
Txawm hais tias nyob rau hauv lub qhov muag ntawm lub ntiaj teb sab nraud, "Xingweilai" ci nrog lub hnub qub lub teeb, tab sis rau Xinsong, xws li cov khoom innovation tau dhau los ua ib qho chaw. Nrog rau kuv lub teb chaws thawj kev lag luam robotic caj npab, ntau thawj (teev) ntawm Suav neeg hlau tau yug los hauv Xinsong. Txij li thaum nws tsim tau 22 xyoo dhau los, SIASUN tau tsim ntau tshaj 100 thawj zaug hauv kuv lub teb chaws txoj kev lag luam neeg hlau, thiab ntau pua cov khoom lag luam neeg hlau muaj txoj cai ywj pheej ntawm kev txawj ntse.
SIASUN's digital intelligent manufacturing Rhiav yog lub nceeg vaj ntawm cov neeg hlau. Tsis tsuas yog cov khoom ntawm cov kab sib dhos yog cov neeg hlau, tab sis cov neeg ua haujlwm tsim khoom kuj yog neeg hlau. Los ntawm warehouses, logistics, assembling, spraying to test, muaj scenes ntawm high-tech scenes ntawm "robots ua neeg hlau".
"Cov neeg hlau koom nrog kev tsim khoom hauv lub Hoobkas yog txhua tus tsim los ntawm peb tus kheej." SIASUN Thawj Tswj Hwm Zhang Jin tau hais rau cov neeg sau xov xwm, "SIASUN yog lub tuam txhab neeg hlau nrog cov khoom lag luam ua tiav ntau tshaj plaws hauv ntiaj teb. Nws tsis tsuas yog tsim cov khoom lag luam neeg hlau nkaus xwb, tab sis kuj tseem muab cov kev daws teeb meem ntawm lub Hoobkas ntse tag nrho. Piv txwv li, hauv kev tsim tsheb, peb. tau tsim Tuam Tshoj tus thawj kev lag luam neeg hlau nrog ib tug load ntawm 120kg, thiab lwm yam., coj tus thawj nyob rau hauv realizing lub loj-scale daim ntawv thov ntawm domestic industrial robots nyob rau hauv lub tsheb welding. "
Tham txog cov laj thawj rau lub tuam txhab kev vam meej, Du Zhenjun, tus thawj tswj hwm ntawm Siasun Central Research Institute, tau hais tias thawj qhov laj thawj yog kev txhim kho kev tshawb fawb thiab thev naus laus zis tshiab muaj peev xwm. Txij li xyoo 2013, lub tuam txhab tau txais tag nrho 621 daim ntawv tso cai patent, R&D peev tau nce li ntawm 8 npaug, thiab pab pawg R&D tau nce mus rau ntau dua 4,000 cov neeg. Kev vam khom rau txoj kev hloov tshiab, SIASUN tsis yog tsuas yog daws qhov teeb meem uas cov neeg hlau hauv tsev nyob ntawm kev xa khoom, tab sis kuj paub txog thawj cov khoom xa tawm ntawm Suav robots.
Hauv Du Zhenjun qhov kev xav, ntau xyoo, lub tuam txhab tau ntsib ntau dhau "los ntawm 0 rau 1". Cov kev sib tw tshiab suav tsis tau tau txais, thiab lub tuam txhab cov lus teb yog "tsis muaj teeb meem" thaum ntsib cov neeg siv khoom cov lus nug "ua tau li cas". Qhov piv txwv zoo tshaj plaws rau Du Zhenjun yog "8 Minutes hauv Beijing" ntawm qhov kev sib tw kaw ntawm 2018 PyeongChang Lub Caij Ntuj Sov Olympics, qhov twg 24 Xinsong mobile robots tau koom tes nrog cov menyuam skating dancers. "Thaum pab pawg thawj coj tuaj txog peb, R & D thiab kev tsim khoom los ntawm kev npaj ua haujlwm rau kev koom tes nrog cov neeg hlau yog tsawg dua 4 lub hlis. Thiab cov kev xav tau ntawm lub sijhawm no txawv kiag li yav dhau los. Cov neeg hlau txawb peb tau ua ua ntej tau siv hauv cov chaw ua haujlwm, Feem ntau ntawm lawv yog cov kab ncaj nraim thiab arcs, tab sis lub sij hawm no nws yog rau kev ua tau zoo, nrog rau kev ua haujlwm nyuaj, thiab xav tau ntau tus neeg hlau los cuam tshuam nrog cov neeg ua yeeb yam kom raug. " Du Zhenjun tau hais tias txhawm rau ua tiav txoj haujlwm no, lub tuam txhab tau tsim tshwj xeeb tsim kev tswj xyuas kev taw qhia tshiab. Algorithms, tsis tau xav txog ua ntej, tuaj yeem ua tiav ntau yam kev siv thev naus laus zis hauv lub sijhawm luv luv.
Raws li cov ntaub ntawv ntawm Ministry of Industry thiab Information Technology, nyob rau xyoo tas los no, cov tuam txhab tsim kho neeg hlau zoo li Xinsong tau tshwm sim. qhov chaw, thiab lwm yam Chongqing Huashu Robot Co., Ltd. yog ib qho ntawm 101 tuam txhab. Wang Xuli, tus thawj tswj hwm tus thawj tswj hwm ntawm Wasu, tau qhia tias tam sim no, lub tuam txhab tau kov yeej ntau dua 300 tus neeg hlau thev naus laus zis, thiab kev tswj hwm tus kheej ntawm cov khoom tseem ceeb tshaj 80 feem pua. Dab tsi ua rau Wang Xuli tshwj xeeb tshaj yog tias lub tuam txhab tau kov yeej qhov teeb meem ntawm cov txheej txheem tseem ceeb ntawm cov neeg hlau hauv kuv lub teb chaws, thiab paub txog qhov chaw ntawm tus tsav tsheb modular MCU nyob rau hauv qhov xwm txheej uas nws nyuaj kom tau txais ib qho tseem ceeb. Thiab los ntawm kev tsim kho tshiab hauv cov qauv neeg hlau thiab kev tswj hwm algorithm, nws tau yeej thawj qhov kev tsim khoom hauv ntiaj teb.
Kaum xyoo dhau los, kuv lub teb chaws txoj kev lag luam neeg hlau tseem yog cov khoom lag luam txawv teb chaws, thiab cov neeg hlau hauv tsev tsuas tuaj yeem ua qhov kev sib koom ua ke rau cov tub ua lag luam txawv teb chaws, uas yog qhov qis kawg ntawm cov nqi saw. Los ntawm imitation mus rau originality, kev txhim kho ntawm kev ywj pheej innovation muaj peev xwm tso cai rau Suav neeg hlau tuam txhab uas muag maj mam nyob hauv ib qho chaw hauv kev sib tw ua lag luam hnyav. Xin Guobin, Tus Lwm Thawj Coj ntawm Ministry of Industry thiab Information Technology, tau hais tias: "Nyob rau hauv xyoo tas los no, lub peev xwm ntawm Tuam Tshoj txoj kev lag luam neeg hlau tau raug txhim kho zoo, thiab cov khoom tseem ceeb tau ua tiav cov txheej txheem thev naus laus zis hauv core software, sawv cev los ntawm robotic operating system, tau ua tiav thiab tau muab tso rau hauv cov ntawv thov. "