Cognitive Manufacturing yuav ua li cas txhim kho kev tsim khoom?

 

Thaum peb haiv neeg tau mus txog xyoo pua 18th, kev ua liaj ua teb tau dhau los ua kev lag luam thiab hauv nroog.

Txoj kev tsheb ciav hlau transcontinental, paj rwb gin, hluav taws xob, thiab lwm yam khoom tsim tau hloov pauv tib neeg mus tas li. Tib yam tshwm sim thaum peb tau qhia txog kev hloov pauv Artificial Intelligence thiab nws cov ntawv thov thiab Kev Lag Luam 4.0 yog nyob rau hauv kev tsim. Cov lag luam thoob ntiaj teb tab tom nrhiav kom txais lub tswv yim ntawm Enterprise Cognitive Computing (ECC). Nws siv AI los txhim kho kev lag luam kev lag luam los ntawm embedding algorithms rau hauv cov ntawv thov uas txhawb nqa cov txheej txheem koom haum. Cov ntawv thov ECC tuaj yeem ua haujlwm rov ua dua, cov haujlwm tsim nyog thiab xa tawm cov txiaj ntsig hauv qhov loj loj nrog qhov tseeb.

ECC muab txoj hauv kev rau ib txoj hauv kev tshwj xeeb rau kev tsim khoom lag luam thiab nrov npe hu ua Cognitive Manufacturing. Nws tseem yog ib txoj hauv kev paub txog kev sib koom ua ke ntawm AI algorithms nrog kev tsim khoom kom ua tiav cov txiaj ntsig xav tau.

 

Cognitive Manufacturing: Kev lag luam 4.0 Realm

Cognitive Manufacturing leverages, kev txawj ntse suav, kev lag luam IoT thiab kev txheeb xyuas qib siab kom digitize, nkag siab thiab txhim kho cov txheej txheem tsim khoom. Nws tso cai rau cov txheej txheem tsim khoom los sau cov ntaub ntawv los ntawm ntau qhov chaw thiab tshuaj xyuas cov ntaub ntawv no los muab cov kev paub tseem ceeb txog cov txheej txheem, cov tshuab ua haujlwm tau zoo, cov neeg ua haujlwm ua haujlwm tau zoo thiab cov ntaub ntawv ua haujlwm nrog kev txheeb xyuas zoo uas tuaj yeem ua cov lus qhia kom zoo rau txhua lub tuam tsev ntawm kev tsim khoom.

 

Nws txhim kho cov khoom tsim tau, kev ua kom muaj peev xwm nrog kev ntseeg tau thiab kev ruaj ntseg los ntawm kev siv AI algorithms ntawm ntau yam kev siv ua haujlwm. Kev paub txog kev tsim khoom siv tag nrho cov ntaub ntawv thoob plaws lub tshuab, khoom siv thiab cov txheej txheem kom tau txais kev pom zoo thoob plaws tag nrho cov txiaj ntsig ntawm kev tsim los ntawm kev tsim khoom los txhawb nqa. Txhawm rau txav mus rau hauv kev lag luam 4 tiag tiag 0 thiab dhau mus, kev tsim khoom yuav tsum hloov mus rau kev paub txog kev tsim khoom.

 

Cov teeb meem tseem ceeb rau Kev Cognitive Manufacturing:

1. Kev daws teeb meem kev lag luam:

Nws pab ib tug nkag siab txog cov hauj lwm, workflows, logic ntawm kev lag luam txheej txheem los optimize tib yam. Nws pab cov koom haum txhim kho kev lag luam metrics xws li kev ntseeg siab, scalability, productivity, product quality and yield. Daim ntawv thov kev paub txog kev tsim khoom tuaj yeem txo qis qis thiab nqi nrog kev siv yooj yim thiab tsim cov txiaj ntsig tam sim. Piv txwv li, tus kws tshaj lij tuaj yeem paub qhov yuam kev profile, cov qauv tsis ua haujlwm thiab lub sijhawm poob ntawm lub tshuab ua ntej los npaj lub sijhawm saib xyuas kom txo qis tag nrho lub sijhawm ntawm lub tshuab. Txoj hauv kev tuaj yeem ua kom muaj txiaj ntsig zoo dua thawj zaug.

 

2. Cov Khoom Muag Khoom Zoo:

Raws li kev tshawb fawb los ntawm IBM, kwv yees li 66% ntawm cov thawj coj ntseeg tias, kev paub txog kev tsim khoom tuaj yeem txo qis ntau yam ntawm cov khoom tsis xws luag. Los ntawm, kev paub txog kev tsim khoom, tuam txhab lag luam tuaj yeem ua tiav cov khoom lag luam zoo thiab tswj cov qauv zoo thoob plaws hauv cov khoom lag luam lub neej xws li Los ntawm kev tsim- mus rau kev loj hlob-rau kev muag khoom-rau kev txhawb nqa tom qab muag. Txoj hauv kev txhim kho cov txiaj ntsig, txo cov nqi lav tag nrho, thiab pab ua kom cov neeg siv khoom txaus siab rau lub neej ntawm cov khoom.

 

3. Tsim tus nqi los ntawm kev tsim cov ntaub ntawv:

Cognitive Manufacturing kais rau hauv ntau qhov chaw paub thiab tsis paub cov ntaub ntawv los daws cov kev sib raug zoo tshiab ntawm kev sib txuas ntawm cov ntawv thov thiab cov txheej txheem los muab cov qauv ntaub ntawv thiab kev tshuaj ntsuam xyuas uas muaj txiaj ntsig zoo rau lub chaw tsim khoom lossis lub koom haum. Cov teeb meem kev saib xyuas tuaj yeem daws tau los ntawm kev sib koom ua ke ntawm cov ntaub ntawv keeb kwm yav dhau los nrog cov ntaub ntawv tshiab tangible muaj los ntawm cov chaw xws li cov neeg ua haujlwm cav, lub sijhawm ua haujlwm ntawm lub tshuab, thiab lwm yam. Kev tshuaj xyuas cov khoom tuaj yeem ua tau los ntawm kev paub txog kev pom kev soj ntsuam uas kawm los ntawm cov duab ntawm cov khoom tsim los txheeb xyuas qhov tsis xws luag thiab txiav txim seb qhov tsis xws luag yog khi rau cov teeb meem zoo.

 

4.Knowledge Management:

Kev paub txog kev tsim khoom yog txhua yam hais txog kev muaj zog thiab kev paub zoo uas niaj hnub kawm los ntawm cov ntaub ntawv uas tau muab los, tsis yog los ntawm lub tshuab sensors, tab sis, phau ntawv qhia, cov neeg ua haujlwm cav, biometric systems, thiab chaw ua haujlwm. rau cov kev xav tau zoo li no, cov kws tshaj lij IT tau txais kev cob qhia thiab tuaj yeem ntiav cov neeg tsim khoom los tsim cov ntawv thov nrog kev ua haujlwm muaj peev xwm ua ke nrog kev paub txog kev tsim khoom.

 

Cognitive Manufacturing Applications:

1. Asset Performance Management (APM):

Cognitive Manufacturing siv cov kev tshuaj ntsuam xyuas qib siab thiab cov ntaub ntawv mining cov txheej txheem los siv cov ntaub ntawv keeb kwm ntawm cov cuab tam nrog rau cov ntaub ntawv holistic thiab kev ntsuas kev lag luam kom ua tiav tag nrho cov cuab yeej siv tau zoo (OEE). Qhov no txo, cov khoom muaj nqis downtime, txo cov nqi tu thiab txhim kho tag nrho cov khoom tsim tau.

 

2. Txheej Txheem & Kev Txhim Kho Zoo:

Cognitive Manufacturing pab cov koom haum ua tib zoo saib xyuas cov khoom tsim thoob plaws hauv lub neej ntawm kev tsim khoom, kom paub ntau yam ntawm cov khoom lag luam txhim kho hauv txhua theem ntawm cov khoom tsim, kev tsim kho thiab kev pabcuam. Cov txiaj ntsig ntawm kev siv cov txheej txheem no suav nrog cov khoom lag luam zoo dua thiab kev txhawb nqa ntau dua.

 

Cov neeg tsim khoom thoob plaws hauv kev lag luam tau siv cov txheej txheem kev txawj ntse thiab kev txhim kho kom zoo. Cov txiaj ntsig suav nrog cov nyiaj tau los ntau ntxiv vim yog cov khoom tsim tau zoo dua; kev txuag los ntawm kev kho qis dua thiab cov nqi lav; txo cov nqi tswj kev ua haujlwm zoo; nrog rau kev nce system uptime.

 

3. Resources Optimization:

Cognitive Manufacturing tuaj yeem ua rau muaj txiaj ntsig zoo hauv kev tsim cov peev txheej hauv peb cov haujlwm hauv qab no

Kev Nyab Xeeb Ua Haujlwm:

Cov txheej txheem no soj ntsuam cov ntaub ntawv los ntawm ntau lub sensors, cov neeg ua haujlwm cav, xam lub sijhawm so, cov ntaub ntawv ib puag ncig kev ua haujlwm los ntawm ntau qhov chaw thiab sib sau ua ke tag nrho cov ntaub ntawv, nkag siab thiab pom zoo kom muaj kev nyab xeeb thiab zoo dua qhov chaw ua haujlwm, nrog ergonomic txoj hauv kev los ua cov haujlwm uas tuaj yeem txo cov neeg ua haujlwm downtime thiab optimize. ua haujlwm ib puag ncig, txhim kho cov neeg ua haujlwm noj qab haus huv thiab tsim khoom.

 

Energy Resources Optimizations:

Cov ntawv thov kev paub txog kev tsim khoom tuaj yeem pab cov koom haum taug qab lawv cov kev siv hluav taws xob, cov khoom vaj khoom tsev cov khoom siv hluav taws xob thiab tsim cov phiaj xwm zoo tshaj plaws uas tuaj yeem ua tiav, ua kom feem ntau ntawm cov khoom siv hluav taws xob thiab tseem ua kom tus nqi qis dua.

 

Floor Planning thiab Teem caij:

Qhov no yog ib feem tseem ceeb ntawm cov chaw tsim khoom raws li kev npaj hauv pem teb thiab kev teem caij ua kom zoo tuaj yeem ua rau cov khoom lag luam zoo dua hauv cov sijhawm xav tau nrog cov khoom tsim tau ntau dua. Cognitive Manufacturing applications siv cov ntaub ntawv tsim khoom, cov ntaub ntawv tshawb xyuas zoo, cov ntaub ntawv tshawb xyuas lub sijhawm, thiab cov ntaub ntawv siv lub tshuab downtime, sib koom ua ke tag nrho lawv thiab txheeb xyuas tib yam los muab, nthuav dav hauv pem teb cov phiaj xwm thiab cov phiaj xwm npaj kom ua tiav cov txiaj ntsig ntau dua.

4. Supply Chain Management:

Cognitive Manufacturing pab cov koom haum txheeb xyuas qhov tsis sib xws ntawm cov khoom muag thiab cov kev sib txuas uas ploj lawm hauv lawv cov saw hlau. Cov saw hlau xa khoom tuaj yeem loj heev, nrog ntau qhov chaw tswj tau thiab tswj tsis tau qhov chaw uas tuaj yeem tsim los rau hauv kev ua haujlwm tsis sib haum xeeb los ntawm kev paub txog kev tsim khoom siv.

 

Kev xav xaus:

Cov koom haum tsim khoom tam sim no tau siv ntau txoj hauv kev sensor thiab cov tshuaj ntsuam xyuas qib siab los txhim kho lawv cov tshuab tsim khoom thiab digitize tag nrho cov txheej txheem. Nrog rau qhov tshwm sim ntawm Internet Ntawm Yam (IoT) thaj tsam thiab huab xam muaj peev xwm, cov koom haum tau hloov mus rau kev tsim khoom ntse lossis kev lag luam uas muaj npe nrov hauv Kev Lag Luam 4.0. Yog li, yog tias koj lub lag luam yog lub koom haum tsim khoom, ces kev hloov pauv digital yog qhov kev zam.

 

 

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