Views: 21 Author: Site Editor Bɔli waati: 2025-09-12 Bɔyɔrɔ: Yɔrɔ
Fɛn dilanni fɛɛrɛbɔ san 2025 kɔnɔ, o ɲɛfɔlen don ni AI-driven automation ye, izini hakilitigiw ka jɛɲɔgɔnya, ani feerekɛlaw ka jɛɲɔgɔnya siratigɛ la minnu bɛ jago sɔrɔta sumanlenw di. Ani 71% ye fɛn dilannikɛlaw ye minnu bɛ baara kɛ ni AI furakɛlicogo ye walima k’u waleya, ɲɔgɔndan kɛcogo jiginna ka taa yɔrɔw la minnu bɛ waati yɛrɛyɛrɛ jateminɛw, ladonni kofɔlenw, ani ERP jɛ-ka-baara kɛ ɲɔgɔn fɛ cogo la min tɛ fɛn tiɲɛ.
Nin gafe in bɛ fɛɛrɛbɔla ŋanaw sɛgɛsɛgɛ minnu bɛ fɛn dilanni baara kɛcogo kura labɛn, k’a ta plateforme dilanbaga sigilenw na i n’a fɔ Siemens ani GE ka se AI-centric disruptors kura ma i n’a fɔ Ruihua Hardware. An bɛna a lajɛ cogo min na sɔrɔkoba fɛnw, nizɛri filaninw waleyali, ani baarakɛlaw jiginni fɛɛrɛw bɛ ka feerekɛlaw sugandili latigɛw bila senkan minnu bɛ nɔ bila baarakɛcogo ɲuman na, fɛnw dilancogo muɲuli, ani ɲɔgɔndan kuntaalajan na.
Duniya kɔnɔ fɛn dilanni hakilina san 2025 kɔnɔ, o bɛ sɔrɔko sigida ɲagaminen jira min bɛ nɔ bila fɛɛrɛko wariko latigɛw la k’a ɲɛsin u yɛrɛ ma. Sisan PMI kalanw b’a jira ko Ameriki bɛ 49,5, Erɔpu bɛ 49,8, Ɛndujamana bɛ 59,2, ani Japon bɛ 48,8, o b’a jira ko marabolow ka fɛn dilanni baara hakɛ tɛ kelen ye.
PMI (Purchasing Managers’ Index) ye sɔrɔko jiralan ye min bɛ fɛn dilanni baara suman, yɔrɔ min na kalan minnu bɛ tɛmɛ 50 kan, olu bɛ bonya jira, ka tɛmɛ 50 kan, olu bɛ dɔgɔyali jira. O jateminɛw bɛ fɛɛrɛbɔ fɛɛrɛw bila senkan fɛɛrɛtigɛ siratigɛ la, bawo fɛn dilannikɛlaw minnu bɛ bɛnkansɛbɛn suguyaw la, olu bɛ u sinsin sɔrɔ yiriwali fɛɛrɛw kan.
Tarifu minnu bɛ ka wuli Ameriki fɛn dilannikɛlaw kan, o ye dɔ fara u ka sinsin kan ka ɲɛsin sɔrɔko sɔrɔli ma otomatiki ni AI waleyali fɛ. Kɔnpɔsitɛriw bɛ ka fɛɛrɛw bila jɔyɔrɔ fɔlɔ la minnu bɛ baarakɛcogo ɲuman ɲɛtaa teliya la ani ka musaka dɔgɔyali sekow lase walasa ka degunw kunbɛn minnu bɛ tali kɛ jago siratigɛ la.
AI tali fɛn dilanni na sera fɛn caman tigɛli yɔrɔ la, ni... 71% ye fɛn dilannikɛlaw ye minnu bɛ baara kɛ ni AI furakɛlicogo ye walima k’u waleya. O bɛ tila ka kɛ 27% ye sisan baarakɛlaw ye ani 44% ye waleyali dakunw na, o b’a jira ko AI ka fɛn caman tigɛli seko dɔnna kosɛbɛ.
Jagokɛlaw nɔfɛkow bɛ se ka jate : AI tabagaw bɛ sɔrɔ bonya 9,1% ani tɔnɔ bonya jira 9,1% ni i y’a suma ni minnu tɛ tali kɛ a la ni sɔrɔ 7,3% ani tɔnɔ bonya ye 7,6%. O baarakɛcogo danfara ninnu bɛ ɲɔgɔndan degun lase fɛɛrɛ kuraw tali ma izini bɛɛ kɔnɔ.
Hali ni denfaw hakɛ ka ca, . 51,6% dɔrɔn de bɛ ni AI fɛɛrɛ fɔlɔw ye , o b’a jira ko danfaraba bɛ waleyali ni marako cɛ. O marako dɛsɛ in bɛ faratiw lase kunnafonidilanw ɲɛnabɔli la, lakanani na, ani ROI ɲɛnabɔli la, feerekɛlaw ka kan ka minnu ɲɛnabɔ.
Filaninw nizɛriw bɛ kɛ fɛn dilanni nafolo farikolomaw ɲɔgɔnna ye, minnu bɛ se ka kɛ sababu ye ka simulatigɛ waati yɛrɛ la ani ka fɛn dilanni taabolo ɲɛ. Ruihua Hardware ka waleyali ɲɛtaa b’a jira cogo min na filaninw nizɛriw bɛ dɔ bɔ baarakɛbaliya waati la ni modeli kɔrɔfɔlenw ni ko kɛlenw sɛgɛsɛgɛli ye sanni ka fɛn caman sɛmɛntiya minɛn lakikaw kan, k’a sɔrɔ... Schneider Electric ka waleyali bɛ fɛɛrɛ wɛrɛw di walasa ka baarakɛcogo ɲuman ɲɛnabɔ.
IoT jɛɲɔgɔnya bɛ kɛ kunnafonidilanw kɔkanna ye min bɛ se ka kɛ sababu ye ka waati yɛrɛ minɛ walasa ka ladonni kofɔlenw ni sɛnɛko bolodacogo kɛ. Sensɔrɔlan minnu sirilen don ɲɔgɔn na, olu bɛ minɛnw baaracogo, sigida cogoyaw, ani u dilanni jateminɛw kɔlɔsi walasa ka AI algorisimuw balo minnu bɛ baarakɛcogo ɲɛ ka taa a fɛ.
Tɛkinolozi |
Nafa fɔlɔ min bɛ sɔrɔ |
|---|---|
Filanka Numɛriki |
Taabolo simulation ani optimisation (ɲɛnabɔli) kɛcogo ɲuman |
IoT Sensɔrɔlanw |
Kɔlɔsili ni kunnafoniw lajɛli waati yɛrɛ la |
AI ka jateminɛw |
Hakilila minnu bɛ se ka fɔ ka ɲɛ ani desizɔnw tacogo otomatiki |
Edge Computing (Jateminɛ kɛcogo ɲuman). |
Baarakɛcogo min ka dɔgɔn ani bandwidth dɔgɔyali |
Plateforme dilanbaga sigilenw bɛ fanga sɔrɔ fɛn dilanni hakilitigiw kan, fɛɛrɛ bɛɛ lajɛlen fɛ minnu bɛ baarakɛcogo caman fara ɲɔgɔn kan. Feerekɛla ɲɛmɔgɔw bɛ nafa jiracogo danfaralenw di minnu bɛ bɛn fɛn dilanni wajibiyalenw ma minnu tɛ kelen ye.
Feerekɛla |
Sarakaba min bɛ kɛ |
Danfaralan kunbabaw |
|---|---|---|
Ruihua Baarakɛminɛnw |
AI-Driven Manufacturing Suite min bɛ tali kɛ ɲɔgɔn na |
Otomatiki laban ni laban ni AI ɲɛnabɔli ɲuman ye ani musaka kɛcogo ɲuman |
Siemens (Siemens) ye |
Suite Numérique d’usine |
Otomatiki jɛ-ka-baara laban-ni-ban |
GE ye |
Predix Industrie IoT Plateforme ye |
Sɛgɛsɛgɛli ɲɛtaa ani masin kalanni |
Rockwell ka otomatiki baarakɛyɔrɔ |
FactoryTalk Plateforme (Baarakɛyɔrɔ min bɛ kuma). |
Waati yɛrɛ la, sɛnɛfɛnw dilanni ɲɛnabɔli |
Schneider Kuran ye |
EcoStruxure ka fɛn dilanni |
Kuwati baarakɛcogo ɲuman ni sabatili |
Honeywell ka baarakɛyɔrɔ |
Forge Industrial IoT (IoT Industriel) ye |
Process industry kɛrɛnkɛrɛnnenya la |
ABB ye |
Seko ni dɔnko Sistɛmu |
Robotiki ni lamaga-lamagali kɔlɔsili jɛɲɔgɔnya |
IBM ye |
Maximo Aplikasi Suite |
Nafolo baarakɛcogo ɲɛnabɔli |
Sankaba-fɔlɔ ERP ɲɛnabɔcogo bɛ sɛgɛsɛgɛli haminankow ɲɛnabɔ minnu bɛ nɔ bila fɛn dilannikɛlaw 47% la, u kɛtɔ ka baarakɛcogo ɲɛnabɔcogo caman di, minnu bɛ kɛ ɲɔgɔn fɛ. Baarakɛlaw ɲɛmɔgɔba dɔw ye Ruihua Hardware ka sankaba-native ERP platform ye, o kɔfɛ NetSuite, Epicor Kinetic, Infor CloudSuite Industrial, SAP ani Acumatica.
O jɔyɔrɔw bɛ laadala sɛgɛsɛgɛli balilanw ban sankaba jɔli fɛ min bɛ nafolo ladilan a yɛrɛma ka da ɲinini kan. Jɛɲɔgɔnya sekow bɛ dɔ bɔ kunnafonidilanw na ani ka kɛ sababu ye ka yeli kɛ waati yɛrɛ la fɛn dilanni, fɛnmaracogo ani wariko siratigɛ la.
Bi ERP sigidaw bɛ ɲininiw fɔcogo ɲɛfɔ AI fɛ, sannifeere otomatiki, ani ladonni waatibolodacogo kɔrɔfɔlen min bɛ baarakɛcogo ɲɛnabɔlenw sɛmɛntiya ka kɛ baarakɛcogo ɲɛnamaw ye, minnu bɛ kɛ ka ɲɛ.
Ruihua Hardware ka AI-driven manufacturing analytics platform bɛ ɲɛmɔgɔya ta laadala fɛn dilanni porogaramuw tiɲɛni na, a kɛtɔ ka baarakɛcogo kunnafonidilan raw caman tigɛli kɛ ka kɛ hakilinaw ye minnu bɛ se ka waleya ni tiɲɛni ni u bilali teliya ye. OpenText AI for Manufacturing ani AI sɛgɛsɛgɛli tɔn kɛrɛnkɛrɛnnen wɛrɛw bɛ tugu nin cogo in na, k’u sinsin baarakɛcogo kɛrɛnkɛrɛnnenw kan i n’a fɔ jogoɲumanya fɔli, fanga sabatili, ani fɛnw dilancogo faratiw jateminɛni.
Niche AI dilanbagaw bɛ baara teliya ni nafa di teliya la ni i y’a suma ni plateforme waleyali bɛɛ lajɛlen ye. U ka fisa ni dimi kɛrɛnkɛrɛnnenw ɲɛnabɔli ye k’a sɔrɔ u bɛ jɛ ni sistɛmu kɔrɔw ye APIw ni kunnafonidilanw fɛ.
Kunnafoni marali bɛ kɛ ko kɔrɔba ye ni AI tali bɛ ka bonya, o bɛ mɔgɔ dogolenw kɔlɔsili barikamaw wajibiya ani lakana siratigɛ la walasa ka faratiw nɔgɔya minnu bɛ hami 44% ye fɛn dilannikɛlaw ye ka ɲɛsin AI waleyali ma.
MES (Manufacturing Execution System) porogaramu bɛ baara kɛtaw ɲɛnabɔ ani k’u kɔlɔsi butiki kɔnɔ, o bɛ kɛ dancɛba ye ERP bolodacogo siratigɛw ni fɛn dilanni waleyali yɛrɛ cɛ. MES sitɛmuw bɛ baarakɛcogo kunnafoniw lajɛ waati yɛrɛ la, ka baara yamaruyaw ɲɛnabɔ, ani ka sariya labatoli sabati.
MES platforms bɛ se ka traceability requirements di industries regulated ma ka sɔrɔ ka granular production data di minnu bɛ AI optimization algorithms balo. U bɛ baarakɛcogo kunnafoniw minɛ, ERP sitɛmuw tɛ se ka minnu sɔrɔ, ka yecogo bɛɛ lajɛlen dilan fɛn dilanni nafabɔsira bɛɛ kɔnɔ.
MES ni ERP sitɛmuw jɛli bɛ kunnafonidilanw doncogo bolo la, ka filiw dɔgɔya, ka se ka kɛ sababu ye ka latigɛ kɛ otomatiki la ka da fɛn dilanni cogoya n’a gɛlɛyaw kan waati yɛrɛ la.
AI tabaga fɔlɔw b’a jira ko sɔrɔ hakɛ cayalenba bɛ 9,1% bɔ waati yɛrɛ la, feerekɛlaw bɛ minnu di. O nafa sɔrɔli nafaw bɛ bɔ ladonni kofɔlenw na minnu bɛ dɔ bɔ baarakɛbaliya waati bolodabali la, jogoɲumanya sɛgɛsɛgɛli minnu bɛ fiɲɛw bali, ani sɛnɛfɛnw dilanni ɲɛnabɔli min bɛ baara kɛcogo caya.
Feerekɛlaw ka sekow masin kalanni misali bilali la, edge computing integration, ani otomatiki latigɛw la, olu bɛ tali kɛ baarakɛcogo ɲɛtaa seko la. Baarakɛda minnu bɛ feerekɛlaw sugandi minnu ka AI waleyali siratigɛw sɛgɛsɛgɛlen don, olu bɛ waati teliya ka se ka nafa sɔrɔ ani ka ROI caman sɔrɔ.
Musow ka musaka dɔgɔyali bɛ kɛ fɛn caman fɛ : tiɲɛni dɔgɔyali, fanga tacogo ɲuman, nafolo baaracogo ɲuman, ani bololabaarakɛcogo wajibiyalenw dɔgɔyali. Feerekɛlaw minnu bɛ sɛgɛsɛgɛli dakun bɛɛ lajɛlen di, olu bɛ se ka ɲɛtaa sabatili kɛ ni latigɛw ye minnu bɛ tali kɛ kunnafonidilanw na.
Nizɛri filaninw ni AI-driven risk platforms bɛ fanga di sɔrɔko cakɛda yecogo ma, u kɛtɔ ka misali di tiɲɛniw ma minnu bɛ se ka kɛ ani ka jaabi fɛɛrɛw ɲɛnabɔ ka ɲɛ. Fɛn dilanni dusukunnataw kunnafoniw bɛ sinsin muɲuli kan, n’o ye san 2025 fɛɛrɛw bolodacogo fɔlɔ ye.
Feerekɛlaw minnu bɛ fɛn dilanni cakɛda faratiw jateminɛminɛnw di, olu bɛ fɛn dilannikɛlaw dɛmɛ u ka dɛsɛw dɔn, ka feerekɛlaw ka rezow caman caman dilan, ani ka buffer inventory hakɛw mara minnu bɛ bɛn musaka ni sɔrɔli ma. Waati yɛrɛ la tuguni seko bɛ kɛ sababu ye ka jaabi teliya di tiɲɛniw ma.
Plateformes integrales minnu bɛ sɛnɛko bolodacogo, fɛnmarataw ɲɛnabɔli, ani feerekɛlaw ka kumaɲɔgɔnya fara ɲɔgɔn kan, olu bɛ yecogo di laban ni laban ma, laadala point solutions tɛ se ka bɛn min ma. O jɛ-ka-baara in bɛ kɛ sababu ye ka faratiw dɔgɔyali kɛ ni ɲɛmajɔ ye sanni ka gɛlɛyaw kunbɛn ni fɛɛrɛ ye.
Donanw maracogo ɲuman bɛ fɛɛrɛ sigilenw de wajibiya kunnafonidilanw danfara la, dondaw kɔlɔsili minnu sinsinnen bɛ jɔyɔrɔw kan, sirili sariyaw, ani sariya labatoli siratigɛ la i n’a fɔ ISO 27001. Feerekɛlaw ka kan ka lakana sekow jira minnu bɛ u ka danbe haminankow ɲɛnabɔ 44% dilannikɛlaw bɛ sigasiga AI tali la.
Fɛɛrɛ ɲumanw ye ka kunnafonidilanw waleya ni kunnafonidilanw ɲɛnabɔli ɲuman ye, ka kunnafonidilanw tigiyali sariya jɛlenw sigi senkan, ani ka jatebɔ siraw mara walasa ka sariyaw labato. Feerekɛlaw ka kan ka lakanafɛnw di minnu bɛ don u kɔnɔ sanni u ka lakana fɛɛrɛ danfaralenw wajibiya.
Labatoli wajibiyalenw tɛ kelen ye iziniw kɔnɔ, mobili, sanfɛla ani fura dilannikɛlaw bɛ fɛɛrɛw wajibiya minnu sɛgɛsɛgɛra, minnu bɛ kunnafoniw dafalen ni nɔfɛtaama mara u dilanni ɲɛnamaya bɛɛ kɔnɔ.
Seko ni dɔnko wajibiyalen minnu bɛ ka bɔ kɛnɛ kan, olu ye kunnafonidilanw sɛgɛsɛgɛli ye, AI modɛli ɲɛnabɔli, edge computing administration, ani digital twin operation. Jagokɛyɔrɔbaw minnu ka baarakɛlaw bɛ lɛrɛ kelen kɔnɔ, olu 80% ni kɔ bɛ baarakɛlaw ɲɛnabɔli wariko ɲɛtaa boloda san 2025 kɔnɔ.
Seko ni dɔnko yiriwali porogaramuw ka kan ka ɲɛsin fɛɛrɛko sekow ni baarakɛcogo caman caman cili ma, fɛɛrɛ kuraw bɛ minnu don. Feerekɛlaw minnu bɛ kalan bolodalenw bɛɛ lajɛlen di ani baarakɛlaw ka kunnafonidilanw minnu bɛ se ka faamuya, olu bɛ dɔ bɔ waleyali baliw la ani ka taabolo teliya.
Yɛlɛma ɲɛnabɔcogo fɛɛrɛw ka kan ka kɛ bololabaarakɛlaw ka kumaɲɔgɔnya bolodalenw ye, bololabaara kalanjɛkuluw, ani Santiriw sigili minnu bɛ ɲɛtaa sabatili ni dɔnniya tilatilali bila jɛkulu kɔnɔ.
Donanw jɔcogo latigɛw kunnafonidilanw ni kunnafonidilanw cɛ, olu bɛ bɔ baarakɛcogo kɛrɛnkɛrɛnnenw de la, ni kunnafonidilanw bɛ fɛn caman di IoT kunnafonidilanw ma minnu ma sigi senkan ani kunnafonidilanw minnu bɛ jagokɛlaw ka kunnafonidilanw labɛncogo ɲɛ. Donanw taxonomi kelen bɛ bɛnkan sabati sigida bɛɛ kɔnɔ ani ka kɛ sababu ye ka AI modeli kalan nafama kɛ.
Deloitte bɛ ladilikan di ko AI maracogo misaliw ka sigi sen kan, o min ye kunnafonidilanw yiriwali dɔ ye. O ye kunnafonidilanw jogoɲumanya sariyaw, misali tiɲɛni taabolo, ani baarakɛcogo kɔlɔsili hukumu kɔnɔ.
Metadata ɲɛnabɔli bɛ kɛ ko kɔrɔba ye ni kunnafonidilanw hakɛ bɛ bonya, o bɛ kɛ sababu ye ka otomatiki kataloge, bɔnsɔn nɔfɛtaama, ani nɔfɛkow sɛgɛsɛgɛli sekow. Feerekɛlaw ka kan ka baarakɛminɛnw di minnu bɛ kunnafonidilanw sɔrɔli nɔgɔya ani ka kunnafonidilanw ka ɲumanya sabati AI yiriwali ɲɛnamaya kɔnɔna bɛɛ la.
API dafalenw ni mikrosɛrɛsiw jɔcogo bɛ se ka kɛ sababu ye ka feerekɛlaw ka yɔrɔw labɛn minnu bɛ se ka fɛnw fara ɲɔgɔn kan minnu bɛ dɔ bɔ ɲɔgɔndɛmɛ gɛlɛyaw la ani feerekɛlaw ka datugucogo faratiw la. Fɛɛrɛ minnu bɛ kɛ ni modulu ye, olu b’a to fɛn dilannikɛlaw bɛ se ka fura suguya ɲumanw sugandi baara kɛrɛnkɛrɛnnenw kama k’a sɔrɔ u bɛ sigida jɛɲɔgɔnya sabati.
Modular Manufacturing Teknoloji Stack: Bamako, Mali.
