Views: 2 Tus Sau: Tus xaib Editor Tshaj Tawm Lub Sijhawm: 2025-09-12 Keeb Kwm: Lub chaw
Kev tsim khoom siv technology hauv 2025 txhais tau los ntawm Ai-lub tshuab siv tsheb, ntse Hoobkas kev sib koom tes, thiab cov neeg muag khoom muag khoom zoo uas xa cov txiaj ntsig kev ua lag luam. Nrog 71% ntawm cov tuam ntxhab siv lossis siv AI daws teeb meem tau hloov mus rau cov platform uas sib txuas ua ke, thiab kev sib koom ua ke erp, thiab kev sib koom ua ke erp
Qhov kev qhia dav no tshuaj xyuas cov kws ua haujlwm hloov kho cov haujlwm zoo li Siemens thiab GE los nthuav tawm Ai-centric kev cuam tshuam zoo li Ruihua kho vajtse zoo li RUIHUA HEEV. Peb yuav tshawb nrhiav li cas macro-eformance cov kev lag luam kev siv uas cuam tshuam kev ua haujlwm, thiab cov kev ua haujlwm ntawm kev ua haujlwm zoo, thiab kev sib tw mus ntev.
Kev txiav txim siab thoob ntiaj teb nyob rau hauv 2025 qhia txog ib puag ncig kev lag luam sib xyaw uas cuam tshuam cov kev txiav txim siab thev naus laus zis. Tam sim no PMI nyeem qhia peb ntawm 49.5, Europe ntawm 49.8, Is Nrias teb ntawm 48.8, qhia txog kev tsim cov qib hauv cheeb tsam.
PMI (Kev yuav cov neeg yuav khoom 'Performance index) yog qhov ntsuas kev lag luam ntsuas kev tsim khoom lag luam, qhov chaw nyeem saum 50 qhia nthuav dav thiab qis dua 50 yim ntxiv. Cov kev ntsuas no cov kev tshawb fawb txog cov kev tshawb fawb txog kev lag luam raws li cov tuam txhab kev cog lus kom pom tseeb txog kev daws teeb meem.
Nce cov se rau Asmeskas cov tuam txhab tau ua kom pom tseeb txog kev tsim khoom tau nce qib los ntawm kev siv tshuab thiab kabmob AI. Cov tuam txhab yog ua ntej thev naus laus zis uas xa tau cov peev txheej ua haujlwm tau sai thiab them tus nqi txo qis kom them cov kev lag luam uas cuam tshuam.
AIS saws me nyuam hauv kev tsim khoom tau mus txog ib qho tseem ceeb interection taw tes, nrog 71% ntawm cov tuam ntxhab tau nquag siv lossis siv AI daws kev daws teeb meem. Qhov no so rau 27% cov neeg siv tam sim no thiab 44% hauv kev ua haujlwm ua kom pom tseeb ntawm AI cov kev hloov pauv.
Qhov kev cuam tshuam ua lag luam yog qhov tseem ceeb: AI Daim Ntawv Tshaj Lij Tshaj Tawm 9.1% Nyiaj Tau Los Kawm Ntawv thiab 9.1% Nyiaj Tau Los thiab 7.6% Nyiaj Tau Los Ntau. Cov kev ua tau zoo no tsim cov kev sib tw siab rau kev saws rau kev saws los ntawm kev lag luam.
Txawm hais tias tus kheej cov nqi saws, Tsuas yog 51.6% muaj cov tswv yim kabmob AI , ua kom muaj qhov sib txawv tseem ceeb ntawm kev siv thiab kev tswj hwm. Qhov kev tswj hwm no muaj kev pheej hmoo ntawm cov ntaub ntawv tswj hwm, kev ruaj ntseg, thiab cov roi optimization uas cov muag khoom yuav tsum muaj chaw nyob.
Cov twins ua haujlwm raws li virtual replicas ntawm kev tsim lub cev cov peev txheej ntawm lub cev, ua kom lub sijhawm sim ua haujlwm thiab ua kom zoo ntawm cov txheej txheem ntau lawm. Ruihuan Hardware Kev Ua Tau Zoo Tshaj Plaws Ua kom pom dheev li cas cov menyuam ntxaib txo qis kev pom kev ua qauv thiab kev hloov pauv ntawm cov cuab yeej siv tiag tiag, thaum Schneider hluav taws xob kev siv yuav muab lwm txoj hauv kev rau cov txheej txheem ua kom zoo.
IOT sib txuas cov ntaub ntawv cov ntaub ntawv nraub qaum ua rau lub sijhawm ntes kev paub txog kev twv xyuas thiab npaj tsim khoom. Txuas Sensors Saib Xyuas Cov Khoom Siv Kev Ua Tau Zoo, ib puag ncig cov xwm txheej, thiab cov khoom lag luam ib puag ncig los pub Ai cov txheej txheem ua haujlwm tsis tu ncua.
Tej txuj ci tshiab |
Cov pab menyuam thawj |
|---|---|
Digital ntxaib |
Txheej txheem simulation thiab optimization |
Iot sensors |
Real-Lub Sij Hawm Tswj thiab Cov Ntaub Ntawv Sau |
AI Analytics |
Kev twv xyuas pom thiab kev txiav txim siab tsis siv neeg |
Ntug MacTing |
Tsawg-latency ua thiab txo bandwidth |
Tsim cov kws kho mob platform thawj zaug uas yog cov khoom sib txuas lus ntse los ntawm kev daws teeb meem hauv kev sib xyaw ua haujlwm ntau yam haujlwm. Kev ua kom cov neeg muag khoom muaj cov tswv yim muaj nuj nqis ua kom haum rau cov khoom lag luam sib txawv.
Tus muag khoom |
Cov Kev Pab |
Tus tseem ceeb sib cuag |
|---|---|---|
Rupih Hardware |
Kev sib xyaw ua ke Ai-Driving Raug Suite |
Xaus-rau-kawg automation nrog zoo dua aif zoo thiab tus nqi |
Siemens |
Digital Hoobkas Suite |
Xaus-rau-qhov kawg kev sib xyaw ua ke |
Iav g |
Predix Muaj Iot platform |
Advanced Analytics thiab Tshuab Kev Kawm |
Rockwell Automation |
HoobkasTalkT Platform |
Kev tsim khoom tiag tiag tiag tiag |
Ntawv Sib Txawv Hluav Taws Xob |
Ecostruxure architecture |
Zog txuag hluav taws xob thiab kev ruaj khov |
Honeywell |
Txuas kev lag luam IOT |
Cov Txheej Txheem Kev Lag Luam Tshwj Xeeb |
Abb |
Lub Hom Phiaj |
Robotics thiab Cov Suab Suab Tso Cai |
Ibm |
Maximo thov suite |
Cuab yeej cuab tam kev tswj hwm |
Huab-Thawj ERP cov kev daws teeb meem uas cuam tshuam rau 47% ntawm cov tuam ntxhab los ntawm muab kev tswj hwm hloov tau yooj yim, kev tswj hwm kev ua haujlwm. Cov kws muab cov chaw ua kom muaj xws li Ruihuard lub huab-haiv EPP platform, ua raws li los ntawm Nethor Kinetic, infor huab huab, kua ntoo, thiab acumatica.
Cov platform no tau tshem tawm cov teeb meem kev cai qub los ntawm huab architecture uas cia li kho cov peev txheej raws li kev thov. Kev sib xyaw ua ke muaj peev xwm txo cov ntaub ntawv silos thiab ua kom pom kev tiag tiag pom thoob plaws ntau lawm, cov khoom lag luam, thiab cov nyiaj txiag.
Niaj hnub ERP Systems incorporate Ai-Driving thov kev ua yeeb yam, thiab kev tu cov kev ua haujlwm tawm tsam rau cov haujlwm ua kom zoo, ua kom zoo.
Ruihuard Hardware Lub Cev Tsav Kev Tshawb Fawb Kev Lag Luam ntawm cov ntaub ntawv ua haujlwm tsoos tsho software los ntawm kev hloov cov ntaub ntawv nyoos nrog kev pom zoo dua thiab cov khoom siv ceev. OPENText AI rau kev tsim khoom lag luam thiab lwm yam tshwj xeeb AI analytics ua raws li cov xwm txheej no zoo li kev twv xyuas tshwj xeeb zoo li kev twv ua ntej zoo li kev ua kom ua tau zoo.
Niche cov chaw zov me nyuam muab cov kev xa tawm sai thiab sai ntawm tus nqi hloov pauv rau kev siv platform tiav. Lawv cov kev ua kom zoo ntawm cov ntsiab lus hais txog cov ntsiab lus tshwj xeeb thaum sib xyaw nrog cov kab ke nrog cov kev siv APIS thiab cov ntaub ntawv.
Cov ntaub ntawv kev tswj hwm yuav tseem ceeb li aws saws cov teeb pom kev zoo, xav tau kev ruaj ntseg ntiag tug tswj thiab kev ruaj ntseg kev phom sij uas txhawj xeeb txog kev txhawj xeeb 44% ntawm cov tuam ntxhab txog kev siv kabmob AI.
MES (manufacturing execution system) software tswj thiab saib xyuas cov haujlwm ua haujlwm hauv chav khw, ua haujlwm rau cov phiaj xwm tseem ceeb ntawm ERP kev npaj ua haujlwm thiab kev ua tiav ntau lawm. Mes Systems Hloov Cov Ntaub Ntawv Ntau Lub Sij Hawm, tswj cov kev txiav txim ua haujlwm ua haujlwm, thiab ua raws Cai Zoo.
Mes platform pab tau tracegility yuav tsum muaj rau cov ntaub ntawv tsim kev lag luam thaum muab cov ntaub ntawv AI ntau lawm uas txau ai optimization algorithms. Lawv ntes cov ntsiab lus ua haujlwm uas cuam tshuam tsis tuaj yeem nkag tau, tsim cov kev pom kev zoo thoob plaws.
Kev sib xyaw ua ke ntawm MES thiab ERP tshuab pov thawj cov ntaub ntawv nkag, txo cov yuam kev, thiab ua rau kev txiav txim siab tsis siv neeg raws li lub sijhawm thiab kev txwv.
Thaum Ntxov AH Incters tau tshaj tawm cov nyiaj tau nruab nrab tau nce ntawm 9.1% los ntawm kev ua kom tau zoo ntawm cov neeg muag khoom muab. Cov txiaj ntsig tau zoo no los ntawm kev saib xyuas kev saib xyuas txo qis qis, kev tshuaj xyuas zoo tiv thaiv kev txhim kho, thiab kev tsim khoom ntau dua.
Lub peev xwm tus neeg muag khoom hauv lub tshuab kawm qauv xa cov qauv, thiab kev txiav txim siab tsis siv neeg ncaj qha nrog kev txhim kho kev ua haujlwm. Tuam txhab uas xaiv cov neeg muag khoom nrog cov pov thawj AI siv cov qauv coj ua tau sai dua lub sijhawm-tus nqi thiab siab dua ROI.
Kev txo nqi kev them nqi tshwm sim los ntawm ntau cov vectors: txo cov khib nyiab, txhim kho kev siv hluav taws xob zoo, txhim kho cov cuab tam siv khoom siv, thiab txo cov peev txheej ua haujlwm siv. Cov neeg muag khoom uas muab cov khoom siv tshuaj tiv thaiv kev ua kom zoo nkauj ua kom tau kev txhim kho tas mus li los ntawm kev txiav txim siab cov ntaub ntawv.
Cov twins thiab cov khoom siv kabmob uas muaj zog ntawm cov saw muaj zog los ntawm kev ua qauv pom kev cuam tshuam nrog cov tswv yim teb. Kev tsim cov tswv yim cov ntaub ntawv hais txog kev ua haujlwm rau qhov tseem ceeb tshaj plaws rau 2025 lub tswv yim kev npaj.
Cov neeg muag khoom muab khoom cov cuab yeej kev pheej hmoo pheej hmoo pab cov neeg ua lag luam paub tias muaj peev xwm xaiv tau cov peev txheej, thiab tswj cov khoom lag luam sib txawv rau cov nqi thiab muaj txaus. Kev taug qab tiag tiag-ua kom muaj peev xwm taug qab muaj peev xwm teb cov lus teb sai sai los cuam tshuam.
Kev sib xyaw ua ke uas muab cov kev npaj tsim ntau lawm, cov khoom muag kev sib txuas lus, thiab kev pom kev pom kev zoo kawg nkaus uas ib txwm muaj kev daws teeb meem tsis sib xws. Cov kev sib xyaw ua ke no ua rau muaj kev pheej hmoo kev tiv thaiv kev tiv thaiv kev pheej hmoo ntau dua li cov kev tswj hwm crisis.
Cov ntaub ntawv siv tau zoo yuav tsum tau mus rau cov txheej txheem kev faib tawm, cov qauv kev siv nyiaj, thiab kev ua raws li cov khoom lag luam uas yuav tsum ua rau muaj kev nyab xeeb ntawm kev tswj hwm kev nyab xeeb ntawm 44% ntawm cov tuam txhab tsis sib xws txog AIS saws me nyuam.
Cov kev coj ua zoo tshaj plaws suav nrog kev tswj cov ntaub ntawv taug kev nrog kev tswj hwm metadata, tsim kom muaj cov tswv cuab cov tswv yim qhia meej, thiab tswj cov txheej txheem kev kuaj mob rau kev cai tswjfwm. Cov neeg muag khoom yuav tsum muab cov nta kev ruaj ntseg ntau dua li qhov xav tau cais kev ruaj ntseg kev daws teeb meem.
Kev ua raws cai cov tseev kom muaj sib txawv los ntawm kev lag luam, nrog cov ntaub ntawv tsim tawm uas khaws cov ntaub ntawv muaj peev xwm tswj cov ntaub ntawv uas khaws cov ntaub ntawv muaj peev xwm tswj cov ntaub ntawv uas khaws cov ntaub ntawv muaj peev xwm khaws cov ntaub ntawv khaws cia thiab kev ua haujlwm thoob plaws hauv ntau lawm.
Cov kev txawj tawm cov kev txawj yuav muaj xws li cov ntaub ntawv tshuaj xyuas, Ai qauv tswj, ntug kev ua haujlwm digital kev ua haujlwm. Ntau tshaj 80% ntawm cov lag luam loj nrog cov haujlwm ua haujlwm thawm teev dhau los cov peev txheej ua haujlwm siab los ntawm 2025.
Cov kev pab txhawb zog yuav tsum daws cov kev tshwm sim thiab kev ua haujlwm ua haujlwm hloov pauv uas qhia txog cov thev naus laus zis tshiab. Cov neeg muag khoom muab cov kev kawm ua haujlwm zoo nkauj thiab cov neeg siv khoom sib txuam nrog cov kev cuam tshuam nrog kev siv cov nyom thiab nrawm nrawm.
Hloov cov tswv yim kev tswj hwm yuav tsum muaj cov kev cob qhia kev sib txuas lus, kev cob qhia ntawm cov chaw ua haujlwm zoo tshaj plaws uas tsav txoj kev txhim kho tshiab thiab kev sib qhia hla lub koom haum.
Cov ntaub ntawv kev txiav txim siab ntawm cov khoom siv cov khoom lag luam thiab cov ntaub ntawv sau tseg yog nyob ntawm cov ntaub ntawv siv tau yooj yim rau cov ntaub ntawv iot thiab cov ntaub ntawv khaws cov ntaub ntawv hloov kho. Kev sib koom ua ke Cov Ntaub Ntawv Cov Ntaub Ntawv ua haujlwm tau sib xws thoob plaws cov kab ke thiab ua rau kev cob qhia AI qauv ua haujlwm zoo.
Deloitte pom zoo tsim cov qauv AI yog ib feem ntawm cov ntaub ntawv kev txhim kho. Qhov no suav nrog cov qauv zoo, qauv siv tau cov txheej txheem, thiab kev saib xyuas kev coj ua.
Kev Tswj Metadata dhau los ua cov ntaub ntawv nplai, uas xav tau kev ntsuas cov khoom siv txiav, ua kom pom kev taug qab, thiab kev saib xyuas muaj peev xwm thiab muaj peev xwm saib xyuas muaj peev xwm. Cov neeg muag khoom yuav tsum muab cov cuab yeej uas yooj yim cov ntaub ntawv nrhiav pom thiab ua kom cov ntaub ntawv zoo thoob plaws hauv kev txhim kho AI.
Qhib API thiab microstress architecture plug-thiab-ua si cov neeg muag khoom sib xyaw uas txo kev sib xyaw ua ke thiab muag khoom-hauv kev pheej hmoo. Modular txoj kev cia cov tuam txhab xaiv cov kev daws teeb meem zoo tshaj plaws rau cov haujlwm tshwj xeeb thaum tswj hwm cov txheej txheem system.
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