Xov xwm

Engineers ua lub luag haujlwm tseem ceeb hauv kev koom ua ke cov txheej txheem qub rau hauv ib puag ncig digital ntawm cov lag luam niaj hnub.Nyob rau hauv lub sijhawm tshiab, kev lag luam tau nce zuj zus vim kev txawj ntse (AI), kev kawm tshuab (ML), kev txheeb xyuas cov ntaub ntawv loj, cov txheej txheem neeg hlau automation (RPA) thiab lwm yam thev naus laus zis.Txhawm rau txhim kho cov thev naus laus zis no, cov tuam txhab lag luam yuav tsum tau tshuaj xyuas lawv cov kev ua haujlwm kom zoo, lossis ntse hloov cov cuab yeej uas twb muaj lawm kom ua tau raws li kev xav tau ntawm kev lag luam.Qhov no ua rau lub tswv yim ua ib feem tseem ceeb ntawm kev hloov pauv digital.

Overhaul tsis tsuas yog kim, tab sis kuj tseem tuaj yeem rhuav tshem qhov txuas ntxiv ntawm kev tsim khoom.Yog li ntawd, cov tuam txhab feem ntau xaiv txoj kev tom kawg thiab maj mam paub txog kev hloov pauv ntawm cov txheej txheem qub thaum ua tib zoo saib xyuas lub neej voj voog.

Cov txheej txheem ntawm industrialization

Nyob rau hauv ob peb centuries dhau los, industrialization tau dhau los ntawm ntau yam kev hloov pauv tseem ceeb thiab txaus los hloov lub neej yav tom ntej.Los ntawm kev siv tshuab sai sai mus rau hluav taws xob mus rau seamless daim ntawv thov ntawm cov ntaub ntawv technology (nws), thawj peb theem ntawm industrialization tau coj txoj kev loj hlob sai rau kev lag luam.Nrog rau kev tuaj txog ntawm plaub lub kiv puag ncig kev lag luam (feem ntau hu ua kev lag luam 4.0), ntau thiab ntau cov tuam txhab tsim khoom pib xav tias qhov xav tau ceev kom paub txog kev hloov pauv digital.

Kev maj mam nce zuj zus ntawm kev hloov pauv digital, nrog rau kev txhim kho Is Taws Nem ntawm cov khoom (IOT) thiab kev sib txuas siab ceev thiab qeeb qeeb, yuav coj cov hauv kev tshiab rau kev txhim kho yav tom ntej ntawm kev lag luam.

Nrog rau cov digital dhau los ua qhov tseem ceeb, lub zog tsav tsheb thiab cov kev daws teeb meem engineering tau nthuav dav.Kev lag luam 4.0 yog nce nyob rau hauv lub ntiaj teb no, thiab lub zeem muag ntawm engineering kev pab cuam yog dav.Los ntawm 2023, kev lag luam loj yuav tsum yog $ 21.7 nphom, siab dua $ 7.7 nphom hauv 2018. Txoj kev loj hlob sai ntawm kev siv engineering thiab kev daws teeb meem yuav txhawb kev lag luam kom loj hlob ze li peb zaug, thiab qhov sib xyaw txhua xyoo kev loj hlob ntawm 2018 thiab 2023 yuav ncav cuag. 23.1%.

Kev lag luam 4.0 yog qhov qab ntawm qhov kev loj hlob ntawm kev thov rau niaj hnub engineering.Nws tau tshaj tawm tias 91% ntawm cov tuam txhab tau siv zog ua kom tau txais kev hloov pauv digital, uas yog qhov tseem ceeb rau lawv txoj sia nyob thiab kev vam meej hauv lub sijhawm no.

Nyob rau hauv tus txheej txheem ntawm kev hloov pauv digital, ib qho ntawm cov teeb meem tseem ceeb ntawm cov tuam txhab tsim khoom yog kev koom ua ke ntawm cov txheej txheem qub.Nws yog ib qho tseem ceeb uas yuav tsum ua siab tawv nyob rau hauv kev sib tw, nrhiav lub cib fim hauv txhua qhov kev sib tw, thiab cov txheej txheem ib txwm muaj tsis muaj kev zam.

Los ntawm cov txheej txheem qub rau cov tshuab ntse

Vim tias cov txheej txheem qub tsis muaj cov haujlwm uas yuav tsum tau ua los ntawm cov txheej txheem ntse, kev siv cov ntawv thov engineering tseem ceeb heev.Kev siv cov sensors tseem ceeb heev rau kev siv tag nrho cov txheej txheem qub thiab kev koom ua ke rau hauv cov ecosystems digital.Muab qhov tseem ceeb ntawm cov ntaub ntawv thiab kev tshuaj xyuas lub sijhawm tiag tiag, cov sensors no pab muab cov ntaub ntawv tseem ceeb txog kev ua tau zoo, kev tsim khoom thiab kev noj qab haus huv ntawm cov tshuab qub.

Hauv hom ntse uas tso siab rau ntau yam khoom siv rau kev sib txuas lus tam sim, sensors muab kev pom rau txhua tus neeg muaj feem cuam tshuam rau txhua lub sijhawm.Kev pom lub sijhawm tiag tiag los ntawm cov ntaub ntawv sensor tuaj yeem ua tiav kev txiav txim siab ntawm tus kheej thiab ntse.Vim yog cov kev txawj ntse engineering daim ntawv thov, cov txheej txheem qub tuaj yeem kwv yees kev saib xyuas raws li kev kuaj mob.

Kev koom tes nrog cov tshuab ntse

Mature technology nteg lub hauv paus rau kev hloov pauv digital ntawm kev ua haujlwm, thaum cov thev naus laus zis tshiab tau nrawm dua cov txheej txheem, txhawm rau digitize cov haujlwm loj.Lub tshuab ntse tsav txoj kev loj hlob sai ntawm kev hloov pauv digital.Cov tshuab ntse no tuaj yeem txo qhov kev cia siab ntawm tib neeg kev cuam tshuam thiab tshem tawm qhov tsis zoo ntawm cov tshuab hnyav hnyav.Raws li qhov kev siv zog no, lub hom phiaj ntawm kev sib koom tes thiab kev ua haujlwm zoo yav tom ntej yuav vam meej raws li kev ua haujlwm ntawm tib neeg-tshuab kev koom tes, thiab lub sijhawm tshiab thiab yav tom ntej oriented engineering daim ntawv thov yuav dhau los ua lub zog tseem ceeb.

Kev npaj cov txheej txheem qub rau yav tom ntej yog nyob ntawm kev txiav txim siab tseem ceeb.Ua ntej, kev nkag siab zoo ntawm cov kev cai yuav txiav txim siab txoj cai digital.Txij li cov phiaj xwm kev lag luam vam khom rau cov tswv yim digital, nws yog ib qho tseem ceeb kom ua raws li lawv cov hom phiaj luv luv, nruab nrab thiab ntev.Thaum lub tswv yim nyob rau hauv qhov chaw, daim ntawv thov engineering raug yuav txiav txim siab ua tiav ntawm tag nrho cov kev hloov pauv digital.

Scale ntawm digital transformation

Cov phiaj xwm hloov pauv digital hauv txhua qhov chaw ntawm lub neej qhia tias qhov ntsuas ntawm kev hloov pauv tsis tuaj yeem txiav txhua qhov.Hloov chaw, cov phiaj xwm tshwj xeeb yuav tsum tau tsim rau txhua qhov haujlwm.Piv txwv li, ERP cov tshuab tuaj yeem pab ua ke cov tshuab thiab cov txheej txheem, tab sis lawv tsis yog cov kev xaiv rau kev hloov mus sij hawm ntev, yav tom ntej taw qhia.

Cov tuam txhab uas tab tom ua kev hloov pauv digital feem ntau tso siab rau nws pawg nrog lub luag haujlwm ntawm kev sau ntawv, kuaj, thiab siv cov kev daws teeb meem sab hauv, tab sis qee zaum qhov tshwm sim yog tias lawv them nyiaj ntau dua li lawv muaj peev xwm them taus.Txawm tias muaj kev ua siab loj ntawm kev txiav txim siab zoo li no, cov nqi, sijhawm thiab kev pheej hmoo uas lawv them feem ntau ua rau lawv nug seb puas tsim nyog ua li ntawd.Kev ua tiav ntawm qhov project nrawm nrawm yog qhov ua rau muaj kev phom sij loj thiab yuav ua rau qhov project tuag.

Ib qho tseem ceeb ntawm kev ua tiav cov kev hloov pauv digital yog los xyuas kom meej tias cov kev hloov pauv me me tuaj yeem ua rau lub sijhawm.Cov ntaub ntawv ua lub luag haujlwm tseem ceeb hauv kev ua kom haum txhua lub hauv paus ntawm cov txheej txheem.Yog li ntawd, nws yog ib qho tseem ceeb rau txhua lub lag luam los tsim kom muaj kev ruaj ntseg thiab ua tiav cov ntaub ntawv khaws cov ntaub ntawv los ntawm txhua lub davhlau ya nyob twg.

Hauv ib puag ncig digital uas muaj cov cuab yeej ntse, txhua cov ntaub ntawv sau los ntawm kev siv engineering los ntawm ntau yam ERP, CRM, PLM thiab SCM systems yog qhov tseem ceeb heev.Txoj hauv kev no yuav xaiv qhov kev hloov pauv hloov pauv yam tsis tau tso siab rau nws lossis ua haujlwm thev naus laus zis (OT).

Agile automation thiab tib neeg-tshuab kev koom tes

Txhawm rau ua kom cov txheej txheem tsim khoom nrawm dua, tib neeg yuav tsum ua lub luag haujlwm tseem ceeb.Kev hloov pauv radical yog ua rau ua rau muaj kev tawm tsam, tshwj xeeb tshaj yog thaum cov tshuab ua kom muaj kev ywj pheej ntau dua.Tab sis nws yog ib qho tseem ceeb uas cov thawj coj ntawm lub tuam txhab ua lub luag haujlwm ua kom cov neeg ua haujlwm nkag siab txog lub hom phiaj ntawm digitization thiab yuav ua li cas thiaj li muaj txiaj ntsig zoo rau txhua tus.Hauv cov ntsiab lus, kev hloov pauv digital tsis yog tsuas yog hais txog kev txhim kho yav tom ntej ntawm kev lag luam, tab sis kuj hais txog kev tsim cov kev paub zoo nkauj dua rau tib neeg lub neej.

Kev hloov pauv digital ua rau cov tshuab ntse dua, thiab ua rau tib neeg tuaj yeem tsom mus rau kev ua haujlwm tseem ceeb dua thiab saib mus tom ntej, yog li txhawb nqa ntau lub peev xwm.Kev sib raug zoo ntawm tib neeg-khoos phis tawj yog qhov tseem ceeb heev rau kev txiav txim siab ntawm kev ua haujlwm thiab kev hloov pauv digital, uas yuav pab txhim kho kev ua haujlwm ntawm tag nrho cov lag luam.