Views: 2 Author: Site Editor Publish Waati: 2025-09-12 A bɔyɔrɔ: Yɔrɔ
Fɛn dilanni fɛɛrɛw san 2025 kɔnɔ, o ɲɛfɔlen don AI-Driven Automation fɛ, Smart Factory Integration fɛ, ani Feerekɛlaw ka jɛɲɔgɔnya siratigɛ la minnu bɛ jago sɔrɔcogo sumanlenw di. Ani 71% dilanbagaw bɛ baara kɛ ni AI furakɛlicogo ye walima k’u waleya, ɲɔgɔndan sigida jiginna ka taa yɔrɔw la minnu bɛ waati yɛrɛyɛrɛ jateminɛw, ladonniko kɔrɔfɔlenw, ani ERP jɛ-ka-baara kɛ ɲɔgɔn na.
Nin gafe bɛɛ lajɛlen bɛ fɛɛrɛ kuraw feerelaw sɛgɛsɛgɛ minnu bɛ fɛn dilanni baara caman kɛ, k’a ta plateforme dilanbagaw la minnu sigilen don i n’a fɔ Siemens ani GE ka se AI-centric disruptors (ai-centric disruptors) ma minnu bɛ ka bɔ kɛnɛ kan i n’a fɔ Ruihua Hardware. An bɛna sɛgɛsɛgɛli kɛ cogo min na, sɔrɔkoba, fila-fila waleyali, ani baarakɛlaw jiginni fɛɛrɛw bɛ ka feerekɛlaw sugandili latigɛw bila senkan minnu bɛ nɔ bila baarakɛcogo ɲuman na, fɛnw dilancogo sabatili la, ani ɲɔgɔndan kuntaalajan na.
Duniya kɔnɔ fɛn dilanni hakilina san 2025 kɔnɔ, o bɛ sɔrɔko sigida ɲagaminen jira min bɛ nɔ bila fɛɛrɛko musakako latigɛw la k’a ɲɛsin a yɛrɛ ma. PMI kalan minnu bɛ sen na sisan, olu bɛ Ameriki jira 49,5, Erɔpu jamanaw na 49,8, Ɛndujamana na 59,2, ani Japon ni 48,8 ye, o b’a jira ko marabolow ka fɛn dilanni baara hakɛ caman bɛ ɲɔgɔn na.
PMI (sanni ɲɛmɔgɔw ka index) ye sɔrɔko jiralan ye min bɛ fɛn dilanni baara suman, kalan minnu bɛ tɛmɛ 50 kan, olu bɛ bonya jira ani ka tɛmɛ 50 kan, o bɛ a jira ko jiginni bɛ kɛ. O jateminɛw bɛ fɛɛrɛtigɛ fɛɛrɛw bila senkan, k’a sababu kɛ fɛn dilannikɛlaw ye, minnu bɛ bɛnkansɛbɛnw kɔnɔ, minnu bɛ tali kɛ fɛɛrɛw la, minnu bɛ se ka kɛ sababu ye ka nafa sɔrɔ.
Tarifu minnu bɛ ka bonya Ameriki fɛn dilannikɛlaw kan, olu ye fanga sɔrɔ ka ɲɛsin sɔrɔ sɔrɔli ma otomatiki ni AI waleyali fɛ. Kɔnpɔsitɛriw bɛ ka fɛɛrɛw bila jɔyɔrɔ fɔlɔ la, minnu bɛ baarakɛcogo ɲuman yiriwali teliya ani musaka dɔgɔyali sekow walasa ka degunw kunbɛn minnu bɛ tali kɛ jagokow la.
AI tali fɛn dilanni na, o sera fɛn dɔ ma min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ . 71% ka bɔ fɛn dilannikɛlaw la minnu bɛ baara kɛ kosɛbɛ ni AI furaw ye walima k’u waleya. O bɛ tiɲɛ ka kɛ 27% ye sisan baarakɛlaw la ani 44% waleyali taabolo baarakɛtaw la, o b’a jira ko AI ka fɛn caman tigɛli seko bɛ dɔn kosɛbɛ.
Jagokɛlaw ka nɔ bɛ se ka jate : AI tabagaw bɛ 9,1% sɔrɔ sɔrɔ yiriwali la ani 9,1% tɔnɔ bonya ni i y’a suma ni mɔgɔ minnu tɛ 7,3% sɔrɔ ani tɔnɔ 7,6% ye. O baarakɛcogo danfaralenw bɛ degunw lawuli ɲɔgɔndan na walasa ka fɛɛrɛ kuraw ta baara bɛɛ la.
hali ni denfaw hakɛ ka ca , . 51,6% dɔrɔn de bɛ ni AI fɛɛrɛw ye minnu bɛ kɛ cogo la , o bɛ danfaraba jira waleyali ni marako cɛ. Nin marako gɛlɛya bɛ faratiw jira kunnafonidilanw, lakana, ani ROI ɲɛnabɔli la, feerekɛlaw ka kan ka minnu ɲɛnabɔ.
Twins numériques bɛ kɛ fɛnw ye minnu bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ fɛn ye min bɛ se ka kɛ ka fɛnw dilan. Ruihua Hardware ka waleyali ɲɛtaa b’a jira cogo min na filaninw nitiriyali bɛ dɔ bɔ baarakɛbaliya la ni misali ye min bɛ se ka kɛ ka ɲɛ ani ka ɲɛsin ko kɛlenw sɛgɛsɛgɛli ma sanni ka fɛn caman sɛmɛntiya minɛn lakikaw kan, k’a sɔrɔ Schneider Electric ka waleyali bɛ fɛɛrɛ wɛrɛw di walasa ka baarakɛcogo ɲuman sɔrɔ.
IoT ɲɔgɔndan bɛ kɛ kunnafoni kɔkanna ye min bɛ se ka minɛ waati yɛrɛ la walasa ka ladonni ni sɛnɛ bolodacogo ɲɛfɔ. Sensɔrɔlanw minnu bɛ ɲɔgɔn kan, olu bɛ minɛnw ka baarakɛcogo, sigida cogoyaw, ani u dilanni jateminɛw kɔlɔsi walasa ka AI algorisimuw balo minnu bɛ baara kɛcogo ɲɛ ka taa a fɛ.
Tɛkinolozi |
Nafa fɔlɔ . |
|---|---|
Twin numérique . |
Taabolo simulatigɛ ni optimisation . |
IoT Sensors . |
Kɔlɔsili ni kunnafoniw lajɛ waati yɛrɛ la . |
AI Analytiques . |
Hakilila minnu bɛ se ka fɔ ka ɲɛ ani otomatiki latigɛw . |
Edge Computing . |
A ka baara kɛcogo ka dɔgɔn ani a ka bandwidth . |
Plateforme (jɔyɔrɔ) dilanbagaw sigilenw bɛ fanga sɔrɔ Smart Manufacturing (Smart Manufacturing Landscape) la, fɛɛrɛ bɛɛ lajɛlen fɛ minnu bɛ baarakɛcogo caman fara ɲɔgɔn kan. Fɛnfeerelaw ɲɛmɔgɔ bɛ nafa jiracogo danfaralenw di minnu bɛ bɛn fɛn dilanni wajibiyalenw ma minnu tɛ kelen ye.
Feerekɛla |
Core Offering . |
Key différentiator . |
|---|---|---|
Ruihua ka baarakɛminɛnw . |
Suite min bɛ kɛ ni AI-driven ye, o bɛ sɔrɔ . |
Otomatiki laban-ni-ban ni AI optimisation sanfɛta ye ani musaka kɛcogo ɲuman . |
Siemens . |
Suite numérique numérique . |
Otomatiki jɛ-ka-baara laban-ni-ban . |
GE . |
Predix Industrial IoT Plateforme . |
Analytiques avancés ani masinw kalanni . |
Rockwell Automation . |
FactoryTalk Plateforme . |
Waati yɛrɛ la, fɛn dilanni ɲɛnabɔli . |
Schneider Electric . |
Ecostruxure architecture . |
Fanga sɔrɔcogo ɲuman ani a sabatili . |
Honeywell . |
Forge Industrie Iot . |
Process Industry Specialization . |
ABB . |
Seko ni dɔnko siratigɛ . |
Robotiki ani lamaga-lamagali . |
IBM . |
Suite de application maximo . |
Nafolo Baarakɛcogo ɲɛnabɔli . |
Cloud-first ERP solutions bɛ sɛgɛsɛgɛli haminankow ɲɛnabɔ minnu bɛ nɔ bila 47% la ka ɲɛsin fɛn dilannikɛlaw ma ni baarakɛcogo ɲɛnabɔli ye min bɛ se ka wuli, min bɛ jɛ. Ladɔnniyalikɛlaw ye Ruihua Hardware ka Cloud-Native ERP platform ye, o kɔfɛ NetSuite, Epicor Kinetic, Infor CloudSuite Industrial, SAP, ani Acumatica.
O plateformes (jɔyɔrɔ) ninnu bɛ laadala scalability barriers (laadalata) balilanw Bɔ sankaba jɔcogo la min bɛ nafolo Labɛn a yɛrɛma ka Da ɲininiw kan. Integration sekow bɛ dɔ bɔ kunnafonidilanw silow la ani ka se ka yeli kɛ waati yɛrɛ la fɛn dilanni, fɛnmarataw, ani wariko siratigɛ la.
Bi ERP sitɛmuw bɛ AI-driven demand forecasting, automated procurement, ani predictive maintenance scheduling don a kɔnɔ min bɛ baarakɛcogo caman sɛmɛntiya ka kɛ baarakɛcogo ɲumanw ye, minnu bɛ ɲɛ.
Ruihua Hardware ka AI-Driven Manufacturing Analytics platform bɛ laadala fɛn dilanni porogaramuw tiɲɛni ɲɛminɛ, a kɛtɔ ka baarakɛcogo kunnafoni raw sɛmɛntiya ka kɛ hakilinaw ye minnu bɛ se ka waleya ni tiɲɛni ni bilali teliya ye. OpenText AI ka ɲɛsin fɛn dilanni ma ani AI sɛgɛsɛgɛlitɔn kɛrɛnkɛrɛnnen wɛrɛw ma, o bɛ tugu nin cogoya in na, k’u sinsin baarakɛcogo kɛrɛnkɛrɛnnenw kan i n’a fɔ jogoɲini, fanga sɔrɔcogo ɲuman, ani fɛnw dilancogo faratiw jateminɛni.
Niche AI dilanbagaw bɛ baara teliya ani ka nafa sɔrɔ teliya la ni u bɛ tali kɛ plateforme waleyali bɛɛ lajɛlen na. U bɛ tɛmɛ dimi yɔrɔ kɛrɛnkɛrɛnnenw ɲɛnabɔli kan k’a sɔrɔ u bɛ ɲɔgɔn sɔrɔ ni sigida minnu bɛ yen APIw ni kunnafonidilanw fɛ.
Kunnafoni mara bɛ kɛ ko gɛlɛn ye ni AI tacogo sɛgɛsɛgɛli ye, min bɛ kɛ sababu ye ka danbe kɔlɔsili barikamaw ni lakana siratigɛw ɲini walasa ka faratiw nɔgɔya minnu bɛ hami . 44% ka bɔ fɛn dilannikɛlaw la ka ɲɛsin AI waleyali ma.
MES (Maufacturing Execution System) Software bɛ baara kɛcogo ɲɛnabɔ ani k’a kɔlɔsi butiki kɔnɔ, a bɛ kɛ ERP bolodacogo siratigɛw ni baarakɛcogo yɛrɛ tiɲɛni cɛ sira ye. MES sitɛmuw bɛ sɔrɔ waati yɛrɛ la ka fɛn dilanni kunnafoniw sɔrɔ, ka baara kɛcogo ɲɛnabɔ, ani ka jogo ɲumanw labatoli sabati.
MES platforms bɛ se ka traceability requirements (labɛnni wajibiyalenw) kɛ ka ɲɛsin industries (sɛnɛfɛnw) labɛnni ma ka sɔrɔ ka granular production data (sɛnɛfɛnw) di minnu bɛ AI optimisation algorithmes (AI optimisation algorithmes) balo. U bɛ baarakɛcogo kunnafoniw minɛ, ERP sitɛmuw tɛ se ka minnu sɔrɔ, ka yecogo bɛɛ lajɛlen dilan fɛn dilanni nafa cakɛda bɛɛ kɔnɔ.
MEES ni ERP sitɛmuw ka jɛɲɔgɔnya bɛ bololabaara kunnafoniw bɔli ban, ka filiw dɔgɔya, wa a bɛ se ka kɛ sababu ye ka latigɛw kɛ otomatiki la ka da a dilanni cogoya n’a gɛlɛyaw kan waati yɛrɛ la.
AI tabaga fɔlɔw bɛ sɔrɔ hakɛ cayalenba jira 9,1% la waati yɛrɛ la, o bɛ se ka kɛ sababu ye ka fɛnw ɲɛnabɔ, feerekɛlaw bɛ minnu di. O nafa sɔrɔli bɛ bɔ ladonniko kɔrɔfɔlen na min bɛ dɔ bɔ jɔli labɛnni na min ma labɛn, jogoɲumanya jateminɛ minnu bɛ fiɲɛw bali, ani fɛn dilanni ɲɛnabɔli ka caya.
Feerekɛlaw ka sekow masin kalanni modɛli bilali la, Edge Computing Integration, ani otomatiki latigɛw bɛ tali kɛ baarakɛcogo ɲɛnabɔli seko la. Sosiyete minnu bɛ feerelikɛlaw sugandi ni AI waleyali hukumu sɛgɛsɛgɛlenw ye, olu bɛ se ka waati ni nafa sɔrɔ teliya la ani ROI sanfɛ.
Musow ka musaka dɔgɔyali bɛ kɛ ni fɛnɲɛnamafagalan caman ye: bɔgɔ dɔgɔyali, fanga sɔrɔcogo ɲuman, nafolo baaracogo ɲuman, ani bololabaara wajibiyalenw dɔgɔyali. Feerekɛlaw minnu bɛ jateminɛ kɛ fɛn bɛɛ lajɛlen na, olu bɛ se ka ɲɛtaa sabati ka taa a fɛ, ni kunnafoniw ye minnu bɛ tali kɛ kunnafoniw na.
Twins numériques ani AI-driven risk platforms bɛ fanga di fɛnw sɔrɔli ma ni u bɛ se ka kɛ sababu ye ka tiɲɛniw kɛ minnu bɛ se ka kɛ ani ka jaabi fɛɛrɛw ɲɛnabɔ. Fɛn dilanni hakilinaw kunnafoniw bɛ sinsin muɲuli kan, o min ye ɲɛtaa kunba ye san 2025 fɛɛrɛw bolodacogo la.
Feerekɛlaw minnu bɛ fɛnw dilan minnu bɛ se ka kɛ sababu ye ka fɛnw dilan, olu bɛ fɛn dilannikɛlaw dɛmɛ u ka se ka fɛnw tiɲɛ, ka fɛnw dilanbagaw ka rezow caman di u ma, ani ka buffer inventory nivow mara minnu bɛ ɲɛ ka ɲɛ musakaw ni sɔrɔli kama. Waati yɛrɛ la, tuguni seko bɛ kɛ sababu ye ka jaabi teliya di tiɲɛniw ma.
Plateformes intégrés minnu bɛ fɛn dilanni bolodacogo, fɛnw maracogo, ani feerekɛlaw ka kumaɲɔgɔnya fara ɲɔgɔn kan, o bɛ yecogo laban-ni-ban di, laadala Point Solutions tɛ se ka bɛn min ma. O jɛ-ka-baara in bɛ kɛ sababu ye ka faratiw nɔgɔyali kɛ ka ɲɛ sanni ka gɛlɛyaw ɲɛnabɔ minnu bɛ se ka kɛ.
Kunnafoni maracogo ɲuman bɛ fɛɛrɛw sigi senkan minnu bɛ kɛ ka kunnafoniw danfara, jɔyɔrɔko kɔlɔsili, kodɔn sariyaw, ani sariya labatoli siratigɛw i n’a fɔ ISO 27001. Feerekɛlaw ka kan ka lakana sekow jira minnu bɛ ɲɛsin danbeko haminankow ma. 44% ka dilanbagaw bɛ sigasiga AI tacogo la.
Waleya ɲumanw ye kunnafonidilanw waleyali ye ni metadata ɲɛnabɔli ɲuman ye, ka kunnafonidilanw maracogo jɛlenw sigi senkan, ani ka jatebɔ siraw mara sariyaw labatoli kama. Fɛnfeerelaw ka kan ka lakanafɛnw di minnu bɛ don u kɔnɔ sanni u ka lakana fɛɛrɛw danfaralenw wajibiya.
Laadalata wajibiyalenw bɛ danfara ka kɛɲɛ ni iziniw ye, ni mobili, aerospace ani furakɛlikɛlaw ye minnu mago bɛ sigida tiɲɛnenw na minnu bɛ kunnafoniw dafalen ni u nɔfɛtaama sabati u dilanni ɲɛnamaya bɛɛ kɔnɔ.
Seko ni dɔnko wajibiyalenw minnu bɛ bɔ kɛnɛ kan, olu ye kunnafoniw sɛgɛsɛgɛli ye, AI modɛliw ɲɛnabɔli, Edge Computing Administration, ani Digital Twin Operation. Jagokɛyɔrɔbaw 80% ni kɔ minnu bɛ ni lɛrɛ baarakɛlaw ye, olu bɛ baarakɛlaw ka ɲɛtaa bolodalenw boloda san 2025.
UpSkilling porogaramuw ka kan ka fɛɛrɛ kuraw ni baarakɛcogo caman yeli fɛn bɛɛ lajɛlen na, fɛɛrɛ kuraw bɛ don minnu na. Feerekɛlaw minnu bɛ kalan bolodalenw bɛɛ lajɛlen di ani baarakɛminɛnw minnu bɛ se ka faamuya, olu bɛ dɔ bɔ waleyali balilanw na ani ka denfaya teliya.
Yɛlɛma ɲɛnabɔli fɛɛrɛw ka kan ka kɛ ni ɲɛmɔgɔyaso ka kumaɲɔgɔnya bolodalenw ye, bololabaara kalanw, ani ɲɛtaa baaradaw sigili minnu bɛ ɲɛtaa sabatili ni dɔnniyaw tilatilali bila sen kan jɛkulu kɔnɔ.
Donanw jɔcogo latigɛw Data kɔw ni kunnafonidilanw cɛ, olu bɛ tali kɛ baarakɛcogo kɛrɛnkɛrɛnnenw na, ni kunnafonidilanw bɛ sɛgɛsɛgɛli kɛ IoT kunnafonidilanw ni kunnafonidilanw na minnu ma sigi senkan ani kunnafonidilan minnu bɛ jatebɔw labɛn minnu bɛ kɛ ka ɲɛsin jagokow ma. Donanw ka taxonomi kelen bɛ bɛnkanw sabati sistɛmuw kɔnɔ ani ka se ka AI modɛli kalan ɲuman kɛ.
Deloitte b’a ɲini ka AI maracogo misaliw sigi senkan i n’a fɔ kunnafonidilanw yiriwali hukumu kɔnɔ. O la, kunnafoniw ka ɲi, misali tiɲɛni taabolo, ani baarakɛcogo kɔlɔsili hukumu kɔnɔ.
Metadata ɲɛnabɔli bɛ kɛ ko gɛlɛn ye ni data volumes scale ye, min bɛ kɛ ni automatique catalogue ye, lineage tracking, ani impact analysis sekow ye. Feerekɛlaw ka kan ka baarakɛminɛnw di minnu bɛ kunnafoniw sɔrɔli nɔgɔya ani ka kunnafonidilanw cogoya sabati AI yiriwali ɲɛnamaya kɔnɔ.
Open APIs ani Microservices architecture bɛ se ka kɛ sababu ye ka fɛnw feerelaw ka yɔrɔw kɛ minnu bɛ se ka fɛnw don ɲɔgɔn na, minnu bɛ dɔ bɔ ɲɔgɔndan gɛlɛya ni feerelikɛlaw ka da tugu-tugu faratiw la. Module fɛɛrɛw bɛ sira di dilanbagaw ma u ka fura ɲumanw sugandi baara kɛrɛnkɛrɛnnenw kama ka sɔrɔ ka sistɛmu ka jɛɲɔgɔnya sabati.
Modular Manufacturing Technology Stack:
