Los ntawm Huab Cov Kev Pabcuam rau Edge Computing, AI Los Txog rau "Mile Kawg"

Ntug kev lag luam kom loj hlob 36.1% CAGR nyob rau tsib xyoos tom ntej

Kev lag luam ntug kev lag luam tau nkag mus rau theem ntawm kev txhim kho tsis tu ncua, raws li pov thawj los ntawm kev maj mam sib txawv ntawm nws cov neeg muab kev pabcuam, kev lag luam nthuav dav, thiab kev nthuav dav ntxiv ntawm thaj chaw thov. Hais txog kev lag luam loj, cov ntaub ntawv los ntawm IDC cov ntaub ntawv taug qab qhia tau hais tias tag nrho kev lag luam loj ntawm ntug kev lag luam hauv Suav teb tau txog US $ 3.31 nphom hauv xyoo 2021, thiab tag nrho kev lag luam loj ntawm ntug kev lag luam hauv Suav teb xav tias yuav loj hlob ntawm kev loj hlob txhua xyoo. tus nqi ntawm 22.2% los ntawm 2020 txog 2025. Sullivan kwv yees kev lag luam loj ntawm ntug kev suav hauv Suav teb xav tias yuav ncav cuag RMB 250.9 billion hauv 2027, nrog CAGR ntawm 36.1% los ntawm 2023 txog 2027.

Edge suav eco-kev lag luam vam meej

Edge xam tam sim no nyob rau theem pib ntawm qhov tshwm sim, thiab kev lag luam ciam teb hauv kev lag luam cov saw hlau kuj tseem fuzzy. Rau ib tus neeg muag khoom, nws yog ib qho tsim nyog yuav tsum xav txog kev sib koom ua ke nrog kev lag luam scenarios, thiab nws tseem yuav tsum muaj peev xwm hloov tau cov kev hloov pauv hauv kev lag luam scenarios los ntawm qib kev, thiab nws tseem yuav tsum tau ua kom ntseeg tau tias muaj qib siab. compatibility nrog cov cuab yeej kho vajtse, nrog rau kev tsim vaj tsev muaj peev xwm ua haujlwm hauv av.

Lub ntug kev lag luam saw hlau tau muab faib ua cov neeg muag khoom nti, cov neeg muag khoom algorithm, cov chaw tsim khoom kho vajtse, thiab cov chaw muab kev daws teeb meem. Chip cov neeg muag khoom feem ntau tsim cov lej lej los ntawm qhov kawg-sab mus rau ntug-sab mus rau huab-sab, thiab ntxiv rau cov ntug-sab chips, lawv kuj tsim daim npav nrawm thiab txhawb nqa software txhim kho platform. Cov neeg muag khoom algorithm siv lub computer tsis pom kev algorithms ua lub hauv paus los tsim cov txheej txheem dav dav lossis kho kom haum, thiab tseem muaj cov lag luam uas tsim cov algorithm khw lossis kev cob qhia thiab thawb platforms. Cov neeg muag khoom siv cov khoom lag luam nquag ua lag luam hauv cov khoom lag luam ntug, thiab daim ntawv ntawm cov khoom lag luam ntug cov khoom lag luam tau nce ntxiv, maj mam ua ib pawg tag nrho ntawm ntug kev lag luam los ntawm cov nti mus rau tag nrho lub tshuab. Cov chaw muab kev daws teeb meem muab software lossis software-hardware-integrated solutions rau kev lag luam tshwj xeeb.

Ntug suav kev lag luam daim ntawv thov nrawm

Hauv thaj tsam ntawm lub nroog ntse

Kev tshuaj xyuas tag nrho ntawm cov cuab yeej hauv nroog tam sim no feem ntau siv rau hauv hom kev tshuaj xyuas phau ntawv, thiab hom kev tshuaj xyuas phau ntawv muaj teeb meem ntawm kev siv sij hawm ntau thiab cov nqi siv zog, cov txheej txheem kev vam khom rau tib neeg, tsis zoo thiab kev soj ntsuam ntau zaus, thiab tsis zoo. tswj. Nyob rau tib lub sijhawm cov txheej txheem tshuaj xyuas tau sau cov ntaub ntawv ntau heev, tab sis cov ntaub ntawv no tsis tau hloov pauv mus rau hauv cov ntaub ntawv muaj nqis rau kev lag luam muaj zog. Los ntawm kev siv AI thev naus laus zis rau cov xwm txheej tshawb xyuas xov tooj ntawm tes, lub tuam txhab tau tsim kev tswj hwm hauv nroog AI ntse tshuaj xyuas tsheb, uas siv cov thev naus laus zis xws li Is Taws Nem ntawm Yam, huab xam, AI algorithms, thiab nqa cov cuab yeej tshaj lij xws li cov koob yees duab siab, on- board qhia, thiab AI sab servers, thiab sib txuas cov txheej txheem tshuaj xyuas ntawm "kev ntse ntse + lub tshuab ntse + cov neeg ua haujlwm pabcuam". Nws txhawb kev hloov pauv ntawm kev tswj hwm hauv nroog los ntawm cov neeg ua haujlwm hnyav mus rau kev txawj ntse tshuab, los ntawm kev txiav txim siab rau cov ntaub ntawv txheeb xyuas, thiab los ntawm cov lus teb tsis zoo rau kev tshawb pom.

Nyob rau hauv lub tshav pob ntawm kev tsim kho qhov chaw ntse

Ntug suav-raws li kev tsim kho lub vev xaib ntse siv cov kev sib sib zog nqus ntawm AI thev naus laus zis rau kev tsim kho kev lag luam kev nyab xeeb saib xyuas kev ua haujlwm, los ntawm kev tso ib qho ntug AI tsom xam lub davhlau ya nyob twg ntawm qhov chaw tsim kho, ua tiav kev tshawb fawb ywj pheej thiab kev tsim kho qhov muag pom AI algorithms raws li cov yees duab ntse. analytics technology, kev tshawb nrhiav puv sij hawm ntawm cov xwm txheej yuav tsum tau kuaj pom (piv txwv li, kuaj xyuas seb puas yuav tsum hnav lub kaus mom hlau), muab cov neeg ua haujlwm, ib puag ncig, kev nyab xeeb thiab lwm yam kev nyab xeeb rau kev txheeb xyuas qhov xwm txheej thiab ceeb toom cov kev pabcuam, thiab pib ua kom paub qhov tsis zoo. yam tseem ceeb, AI ntse saib xyuas, txuag cov nqi neeg ua haujlwm, kom ua tau raws li cov neeg ua haujlwm thiab kev tswj hwm kev nyab xeeb ntawm cov chaw tsim kho.

Nyob rau hauv lub tshav pob ntawm kev txawj ntse thauj

Huab-sab-kawg architecture tau dhau los ua lub ntsiab lus tseem ceeb rau kev xa tawm cov ntawv thov hauv kev lag luam tsheb thauj khoom ntse, nrog huab sab lub luag haujlwm rau kev tswj hwm hauv nruab nrab thiab ib feem ntawm kev ua cov ntaub ntawv, sab ntug feem ntau muab ntug-sab cov ntaub ntawv tsom xam thiab kev txiav txim siab suav. -ua cov txheej txheem, thiab sab kawg yog lub luag haujlwm rau kev sau cov ntaub ntawv ua lag luam.

Hauv cov xwm txheej tshwj xeeb xws li kev sib koom ua ke ntawm tsheb-txoj kev, kev sib tshuam holographic, kev tsav tsheb tsis siv neeg, thiab kev tsheb ciav hlau, muaj ntau cov khoom siv sib txawv nkag mus tau, thiab cov cuab yeej no xav tau kev tswj xyuas, kev tawm mus, kev ua haujlwm tswb, thiab kev ua haujlwm thiab kev saib xyuas. Edge suav tuaj yeem faib thiab kov yeej, tig loj mus rau hauv me me, muab cov txheej txheem hloov pauv hloov pauv hloov pauv, ua tiav kev nkag mus rau kev sib koom ua ke thiab ruaj khov, thiab txawm tias kev sib koom ua ke ntawm cov ntaub ntawv sib txawv.

Hauv kev lag luam kev lag luam

Kev tsim cov txheej txheem kev ua kom zoo tshaj plaws: Tam sim no, ntau lub tshuab tsim khoom lag luam raug txwv los ntawm kev ua tsis tiav ntawm cov ntaub ntawv, thiab tag nrho cov cuab yeej siv tau zoo thiab lwm yam kev ntsuas cov ntaub ntawv suav nrog yog qhov tsis zoo, ua rau nws nyuaj rau kev siv rau kev ua kom zoo dua qub. Edge xam platform raws li cov khoom siv cov ntaub ntawv qauv kom ua tiav qib semantic tsim kev sib txuas lus kab rov tav thiab ntsug kev sib txuas lus, raws li cov ntaub ntawv siv sijhawm tiag tiag los ua cov txheej txheem sib sau ua ke thiab txheeb xyuas ntau cov ntaub ntawv hauv lub sijhawm, kom ua tiav cov qauv raws li cov kab ntau lawm. ntau cov ntaub ntawv los ntawm cov ntaub ntawv fusion, muab cov ntaub ntawv muaj zog txhawb kev txiav txim siab hauv kev tsim khoom sib cais.

Cov cuab yeej Predictive Maintenance Scenario: Kev saib xyuas cov cuab yeej siv hauv kev lag luam tau muab faib ua peb hom: kev kho dua tshiab, kev tiv thaiv kev tiv thaiv, thiab kev saib xyuas kev kwv yees. Restorative maintenance belongs rau ex post facto txij nkawm, kev tiv thaiv kev saib xyuas, thiab kev kwv yees kev saib xyuas yog rau ex-ante txij nkawm, lub qub yog raws li lub sij hawm, cov cuab yeej ua tau zoo, qhov chaw, thiab lwm yam rau kev tu cov cuab yeej, ntau los yog tsawg raws li tib neeg. kev paub dhau los, tom qab los ntawm kev sau cov ntaub ntawv sensor, saib xyuas lub sijhawm ua haujlwm ntawm lub xeev ntawm cov cuab yeej siv, raws li cov qauv kev lag luam ntawm cov ntaub ntawv txheeb xyuas, thiab raug kwv yees thaum tsis ua tiav.

Kev tshuaj ntsuam xyuas qhov zoo: kev ua haujlwm pom kev lag luam yog thawj qhov kev tshuaj ntsuam xyuas tsis siv neeg kho qhov muag (AOI) daim ntawv rau hauv qhov kev tshuaj xyuas zoo, tab sis kev txhim kho ntawm AOI txog tam sim no, nyob rau hauv ntau yam tsis xws luag thiab lwm yam teeb meem nyuaj, vim muaj ntau yam tsis xws luag. ntawm hom, feature extraction yog tsis tiav, adaptive algorithms tsis zoo extensibility, cov kab ntau lawm yog hloov tshiab nquag, algorithm tsiv teb tsaws tsis hloov pauv, thiab lwm yam, cov tsoos AOI system tau nyuaj rau kev ua kom tau raws li kev tsim kho cov kab ntau lawm. Yog li ntawd, AI kev lag luam kev soj ntsuam zoo algorithm platform sawv cev los ntawm kev kawm tob + cov qauv kev kawm me me yog maj mam hloov cov qauv kev tshuaj ntsuam xyuas ib txwm muaj, thiab AI kev tshuaj xyuas zoo platform tau dhau los ntawm ob theem ntawm classical machine learning algorithms thiab tob kawm soj ntsuam algorithms.