1. Los ntawm Kev Paub Dhau Los Mus Rau Kev Tsim Kho Txheej Txheem Uas Siv Cov Ntaub Ntawv
Ib txwm muaj,cov txheej txheem nqus tsevtau vam khom ntau rau qhov kev paub ntawm cov kws ua haujlwm txheej txheem. Cov lus txhais ntawm cov qhov rai txheej txheem, kev kho kom zoo, thiab kev daws teeb meem feem ntau yog raws li kev paub dhau los.
Txawm hais tias txoj hauv kev no txaus rau kev tsim khoom tsawg lossis ntau yam, nws tau dhau los ua tsis txaus vim tias cov lag luam xws li cov khoom siv hluav taws xob hauv tsheb, cov khoom siv kho qhov muag, thiab cov khoom ntim khoom siab heev txav mus rau kev tsim khoom loj, kev sib xws siab.
Nrog kev koom ua ke ntawm AI algorithms, cov sensors siab heev, thiab cov txheej txheem tswj hwm ntse, kev txheej tshuab nqus tsev hloov pauv mus rau qhov kev tsim khoom raws li cov ntaub ntawv thiab raws li qauv.
2. Cov Ntawv Thov AI Tseem Ceeb hauv Cov Txheej Txheem Txheej Txheem Nqus Tsev
2.1 Kev Tsim Qauv Txheej Txheem Txawj Ntse thiab Kev Txhim Kho Cov Txheej Txheem
Hauv PVD (magnetron sputtering, evaporation) thiab CVD cov txheej txheem, kev ua haujlwm ntawm txheej yog tswj hwm los ntawm kev sib txuas ua ke ntawm ntau yam sib txawv, suav nrog:
Kev ua haujlwm siab thiab cov txheej txheem roj ntws
Lub zog ntawm lub hom phiaj thiab kev ruaj khov ntawm cov ntshav
Qhov kub ntawm cov substrate thiab qhov voltage ntawm bias
Tus nqi tso tawm thiab tus cwj pwm loj hlob ntawm zaj duab xis
Los ntawm kev kawm los ntawm cov ntaub ntawv txheej txheem keeb kwm thiab cov cim qhia kev saib xyuas lub sijhawm tiag tiag, AI tuaj yeem tsim cov qauv sib raug zoo ntawm ntau yam sib txawv rau:
Ua kom cov qhov rai ua haujlwm zoo dua qub
Ua kom cov parameter convergence sai dua
Ua kom luv luv cov voj voog ntawm kev qhia txog cov khoom tshiab (NPI)
Qhov no txo qhov kev sim thiab qhov yuam kev thiab kev vam khom rau kev kho qhov parameter manual.
2.2 Kev Tswj Xyuas Kev Txawj Ntse ntawm Zaj Duab Xis thiab Kev Ruaj Ntseg ntawm Cov Txheej Txheem
Cov ntawv thov siab xws li HUD systems, automotive displays, thiab optical iav xav tau kev tswj hwm nruj heev rau qhov sib npaug ntawm cov zaj duab xis thickness, refractive index stability, thiab batch-to-batch consistency.
Los ntawm kev koom ua ke AI nrog cov kab ke tswj hwm kaw-voj, cov tuam txhab tsim khoom tuaj yeem ua tiav:
Kev sib raug zoo ntawm lub sijhawm tiag tiag ntawm cov teeb liab saib xyuas siv lead ua los ntawm quartz thiab cov nqi tso tawm
Kev tawm tswv yim dynamic ntawm cov mob plasma thiab zaj duab xis ceev
Kev them nyiaj kwv yees rau kev puas tsuaj ntawm lub hom phiaj thiab kev hloov pauv ntawm cov txheej txheem
Yog li ntawd, kev tswj hwm txheej txheem hloov zuj zus los ntawm kev tshuaj xyuas tom qab ua tiav mus rau kev tswj hwm cov txheej txheem hauv qhov chaw.
2.3 Kev Saib Xyuas Cov Khoom Siv thiab Kev Txij Nkawm Ua Ntej
Cov txheej txheem nqus tsev muaj ntau lub hauv paus tseem ceeb, suav nrog cov twj nqus tsev, cov khoom siv fais fab sputtering, cov hom phiaj, cov chaw ion, thiab cov modules tuav cov khoom siv substrate.
Kev tshuaj xyuas uas tsav los ntawm AI ua rau:
Kev kuaj pom thaum ntxov ntawm cov xwm txheej ua haujlwm tsis zoo
Kev kwv yees lub neej ntawm cov khoom tseem ceeb
Kev teem sijhawm txij nkawm ntse
Qhov no txo qis lub sijhawm tsis ua haujlwm uas tsis tau npaj tseg thiab txhim kho kev ua haujlwm ntawm cov khoom siv (OEE) tag nrho.
3. Kev Txawj Ntse Hloov Kho Cov Kab Ntau Lawm Li Cas
Qhov cuam tshuam ntawm AI nthuav dav tshaj cov kauj ruam ntawm cov txheej txheem ib leeg, tsav cov kab nqus tsev mus rau qib siab dua ntawm kev ua haujlwm tsis siv neeg thiab kev koom ua ke ntawm lub kaw lus, suav nrog:
Kev tswj hwm daim ntawv qhia tsis siv neeg thiab kev rov qab nco qab
Kev tswj hwm sib koom ua ke ntawm ntau lub chamber thiab ntau txheej txheem architectures
Kev taug qab cov ntaub ntawv tag nrho thiab kev tswj hwm zoo kaw-voj
Cov khoom siv nqus tsev txheej txheej tab tom hloov zuj zus los ntawm cov tshuab ua haujlwm ib leeg mus rau hauv cov chaw tsim khoom ntse, sib xyaw ua ke rau hauv cov chaw tsim khoom digital thoob plaws hauv kev lag luam tsheb, khoom siv hluav taws xob rau cov neeg siv khoom, thiab cov lag luam semiconductor.
4. Cov Qauv Yav Tom Ntej hauv Kev Txheej Txheem Nqus Tsev Ntse
Saib mus tom ntej, kev koom ua ke ntawm AI thiab thev naus laus zis nqus tsev yuav txuas ntxiv mus tob zuj zus, nrog rau kev txhim kho tseem ceeb suav nrog:
Cov qauv ntxaib digital rau cov txheej txheem txheej
Kev kawm tus kheej thiab kev ua kom zoo dua qub ntawm cov txheej txheem tswj kev tso dej
Kev sib koom tes ntawm cov khoom siv thiab cov ntaub ntawv hla kab
Kev txheej txheej nqus tsev yuav tsis yog ib txoj kev tso cov khoom siv xwb, tab sis yog ib qho kev tsim khoom uas tswj tau zoo, kwv yees tau, thiab rov ua dua tau.
– Tsab xov xwm no tau luam tawm los ntawmcov khoom siv nqus tsev txheej Chaw tsim khoom Zhenhua Lub Tshuab Nqus Tsev
Lub sijhawm tshaj tawm: Lub Kaum Ob Hlis-29-2025