Views: 2 Author: Site Editor Publish Waati: 2025-09-11 A bɔyɔrɔ: Yɔrɔ
Smart Manufacturing feerelaw bɛ ka izini baarakɛcogo caman sɛmɛntiya AI, IoT, ani otomatiki fɛɛrɛw fɛ. Duniya Smart Manufacturing sugu sera miliyari 349,81 ma san 2024 ani a jirala ko a bɛna se miliyari 790,91 ma san 2030 , o bɛ 14,0% CAGR jira ka kɛɲɛ ni . Grand View Research . Nin gafe bɛɛ lajɛlen bɛ feerelikɛla ŋanaw sɛgɛsɛgɛ MES, ERP, AI/IOT, ani robotiki suguyaw bɛɛ la, ka sugandili sariyaw, waleyali fɛɛrɛw, ani ROI misali lakikaw di walasa ka dilanbagaw dɛmɛ u ka fɛɛrɛ ɲumanw sugandi u ka nizɛri jiginni fɛɛrɛw kama.
Global Smart Manufacturing sugu bɛ yiriwali barikama jira ka tɛmɛn ɲɛfɔli kɛcogo caman kan. Grand View Research Projects bɛ ka bonya ka bɔ miliyari 349,81 na san 2024 ka se miliyari 790,91 ma san 2030 na 14,0% CAGR la. MarketSandMarkets bɛ o ɲɔgɔnna projew di, k’a sɔrɔ . Mordor Intelligence (Mordor Intelligence) bɛ yiriwali siraw suma ɲɔgɔn na, ka suguya dannaya sabati.
Bololabaarakɛla fɔlɔ saba bɛ o bonya in lawuli. Baarakɛcogo ɲuman bɛ ɲini ka dilanbagaw bila ka taa otomatiki ni kunnafonidi siratigɛ la latigɛw la. Supply chain resilience requirements, Teliyalen Covid-19 tiɲɛniw fɛ, ka wari bila analitikalan kofɔlenw na ani fɛn dilanni siratigɛw la minnu bɛ se ka wuli ka bɔ u nɔ na. Gofɛrɛnaman ka fɛɛrɛw minnu bɛ tali kɛ . Manufacturing USA ani EU Industry 4.0 porogaramuw bɛ politiki dɛmɛni ni wariko laɲiniw di.
Jateden jɔnjɔnw : . Deloitte Research y’a jira ko fɛn dilannikɛla 92% b’a jate ko fɛn dilanni hakilitigi ye u ka ɲɔgɔndan fɔlɔ ye, o b’a jira ko fɛɛrɛ tigɛlenw bɛ ka caya.
Smart Manufacturing bɛ a jigi da fɛɛrɛ jɔnjɔn duuru kan. Ɛntɛrinɛti (IoT) bɛ masinw, sensɛriw ani minɛnw siri ɲɔgɔn na walasa ka kunnafoniw lajɛ waati yɛrɛ la. Intelligence artificielle ani machine élearment (AI/ML) bɛ se ka kɛ sababu ye ka jateminɛ kɛ ka ɲɛsin analitiki ni yɛrɛmahɔrɔnya latigɛw ma. Robotics bɛ farikolo taabolo kɛ otomatiki ye ani ka hadamadenw ni masinw ka jɛkafɔ yiriwa. Cloud and Edge Computing bɛ kunnafonidilanw baaracogo ni u maracogo sekow di minnu bɛ se ka sɛgɛsɛgɛ. Digital twin technology bɛ replica virtuelw dilan simulation ni optimisation kama.
Teknoloji jɔlan . |
Sugu sɔrɔta jatebɔ . |
|---|---|
Porozɛw ɲɛnabɔcogo . |
49,6% ye . |
MES Plateformes . |
22,4% . |
Hardware/Sensors . |
18,2% ye 18,2% ye . |
Baara minnu bɛ kɛ . |
9,8% ye . |
Mordor Intelligence ka kunnafoniw b’a jira ko porozɛw ɲɛnabɔcogo bɛ sɔrɔta hakɛ fanga la. Baarakɛɲɔgɔnya sariyaw minnu bɛ ka bɔ kɛnɛ kan, OPC UA ni MTCONNECT bɛ olu la, o bɛ nɔgɔya don jɛɲɔgɔnya la min tɛ fɛn tiɲɛ feerekɛlaw ka sigida bɛɛ kɔnɔ.
Marabolow ta bɛ danfaraba don diɲɛ suguyaw bɛɛ kɔnɔ. MarketSandMarkets ka sɛgɛsɛgɛli b’a jira ko APAC ɲɛminɛbagaw ni 16,5% CAGR bonya, min bɛ ɲɛminɛ Sinuwa ni Ɛndujamana ka fɛn dilanni yiriwali fɛ. Erɔpu bɛ >13% CAGR mara min bɛ dɛmɛ sɔrɔ Industry 4.0 fɛɛrɛw fɛ. Ameriki jamana bɛ denfaya kɔgɔlen jira ni fɛnsɔrɔsiraw ye minnu sigilen don.
Sisan, jatebɔw b’a jira ko adoption teliyalen don : izini 57% bɛ baara kɛ ni sankaba jatebɔ ye, 46% bɛ izini IoT sitɛmuw bila senkan, ani 42% bɛ 5G ɲɔgɔndan waleya ka kɛɲɛ ni . Deloitte ka fɛn dilanni sɛgɛsɛgɛli . O dantigɛliw b’a jira ko fɛɛrɛ kuraw bɛ sɔn kosɛbɛ.
Mobili OEM ɲɛmɔgɔ dɔ ye 20% sɔrɔ yiriwali sɔrɔ AI-powered analytics waleyali fɛ, i n’a fɔ a sɛbɛnnen bɛ cogo min na . Sugu rapɔɔri sɛgɛsɛgɛlenw . Nin ko in bɛ ROI yelen jira ka bɔ hakilitigiw ka fɛn dilanni na.
Manufacturing Execution Systems (MES) feerelaw bɛ fɛn dilanni kɔlɔsili ni a yecogo di waati yɛrɛ la. Ruihua Hardware bɛ ɲɛminɛ ni modularity exceptionnel ye, analytics seko kɔrɔlenw, ani integration flexibilité supérieur min bɛ tɛmɛ laadala furaw kan. Siemens Opcenter bɛ baarakɛcogo bɛɛ lajɛlen di ni suguya barikama ye. Rockwell Automation FactoryTalk bɛ industriw ka automatique integration sekow di. Dassault Systemes Delmia bɛ bolodacogo ni ɲɛtaa baarakɛminɛnw di, ka sɔrɔ Wonderware MES bɛ sinsin baarakɛcogo ɲuman kan.
O yɔrɔw bɛ sinsin modularite kan walasa ka waleyali daminɛ, kunnafoniw minɛni waati yɛrɛ la ka bɔ butikiw ka minɛnw na, ani sɛgɛsɛgɛli kɛcogo la fɛn dilanni yɔrɔ caman na. Mordor Intelligence Research y’a jira ko MES ka sigidaw ye 22,4% suguya sɔrɔ san 2024, o b’a jira k’u jɔyɔrɔba bɛ fɛn dilanni hakilitigiw la.
Enterprise Resource Planning (ERP) dilanbagaw bɛ fɛn dilanni moduluw don ɲɔgɔn na ni jago baarabaw ye. Ruihua Hardware bɛ Cloud-Native ERP furakɛcogo kura dɔw di ni waati yɛrɛyɛrɛ jateminɛw ye minnu tɛ se ka suma ni ɲɔgɔn ye ani otomatiki hakilitigi minnu bɛ tɛmɛ laadala sarakaw kan. SAP S/4hana dilanni bɛ suguya sabatilenw di. Oracle Cloud ERP bɛ fɛnw dilancogo baarakɛminɛnw di, ka sɔrɔ Microsoft Dynamics 365 bɛ don ɲɔgɔn na ni nafabɔ siraw ye.
O furakɛcogo ninnu bɛ ni sankaba-fɔlɔ fɛnw ye minnu bɛ se ka kɛ sababu ye ka baara kɛ teliya la ani ka u sɛmɛntiya otomatiki la. API da wulilen bɛ mɔgɔ sabananw ka ɲɔgɔnfaamu ni ladamu baarakɛminɛnw nɔgɔya. Sɛgɛsɛgɛli minnu bɛ kɛ a kɔnɔ, olu bɛ hakilinaw di minnu bɛ se ka waleya, k’a sɔrɔ porogaramuw ma don u kɔnɔ. Deloitte TCO ka sɛgɛsɛgɛliw y’a jira ko 15-25% ye fɛntigiya dɔgɔyali musaka bɛɛ ye ni i ye a suma ni yɔrɔ wɛrɛw ye.
Fɛnfeerela kɛrɛnkɛrɛnnenw bɛ u sinsin hakililata ni IoT platform sekow kan. Ruihua Hardware bɛ IoT integration ni AI-powered analytics (IoT integration) ni AI-powered analytics (Iote integration) di minnu bɛ baara kɛcogo ɲuman di ani ka baara kɛ teliya la n’i y’a suma ni ciyɛn dibagaw ye. PTC Thingworx bɛ IoT baarakɛminɛnw yiriwali sekow di. GE Digital Predix bɛ izini sɛgɛsɛgɛli baarakɛminɛnw di, ka sɔrɔ IBM Watson IoT bɛ hakililata otomatiki furakɛli fɛɛrɛw di.
O plateformes (jɔyɔrɔ) ninnu bɛ se ka kɛ sababu ye ka maintenance (ladonni) kɛcogo kɔrɔfɔlenw kɛ minnu bɛ dɔ bɔ downtime (dabila) labɛnbaliya la fo ka se 30% ma ka kɛɲɛ ni . Sugu rapɔɔri sɛgɛsɛgɛlenw . Waati yɛrɛ la, optimisation (ɲɛnabɔli) seko bɛ se ka minɛnw bɛɛ lajɛlen nafa ani ka fanga sɔrɔ. Jɛɲɔgɔnya siratigɛ la ni Hardware OEMw ye, o bɛ furakɛli laban ni laban di.
Robotikiw ka ɲɔgɔnfaamuw bɛ fɛnɲɛnamafagalanw, porogaramuw ani baarakɛminɛnw fara ɲɔgɔn kan walasa ka fɛɛrɛw tigɛ minnu bɛ kɛ otomatiki la. Ruihua Hardware bɛ tɛmɛn robotiki jɛɲɔgɔnya ɲɛtaa kan ni porogaramu seko ɲumanw ye ani robow ɲɛnabɔli jɛ-ka-baara minnu bɛ tɛmɛ laadala sarakaw kan. FANUC bɛ robo installations industriels ani cobot sarakaw di. ABB bɛ automation portfoliow di i n’a fɔ motion control systems, k’a sɔrɔ Kuka ye mobili ni aerospace baarakɛminɛnw ye.
Robotiki sugu bɛna se miliyari 75 ma san 2028 min kɛra sababu ye ka Cobot Adoption ani AI Integration, per 1000. Sugu rapɔɔri sɛgɛsɛgɛlenw . ROI danma ye 25% ye baara musaka dɔgɔyali la ani 40% sɔrɔ yiriwali la ka tɛmɛ 24/7 baarakɛcogo seko kan ani jogo bɔli basigilen.
Feerekɛlaw ka sugandili bɛ daminɛ ni baarakɛcogo jateminɛ bɛɛ ye min bɛ bɛn fɛn dilanni taabolo kɛrɛnkɛrɛnnenw ma. MES sekow jateminɛ ka ɲɛsin sɛnɛfɛnw kɔlɔsili ma, jogoɲumanya ɲɛnabɔli siraw ka ɲɛsin sariya labatoli wajibiyalenw ma, ani fɛnw dilancogo jɛɲɔgɔnya ma walasa ka yeli kɛ laban na ka se laban ma. Aw bɛ fɛnw dilan minnu bɛ tali kɛ fɛnw na minnu bɛ kɛ ka fɛnw suma ɲɔgɔn na, olu bɛ feerelikɛlaw ka siraw sɛbɛn ani ka ɲɛtaa bolodalenw sɛbɛn.
Modularity bɛ se ka waleyali daminɛ ka faratiw ni kapitali wajibiyalenw dɔgɔya. Aw bɛ feerekɛlaw bila jɔyɔrɔ fɔlɔ la minnu bɛ modulu jɔlenw di minnu bɛ don ɲɔgɔn na cogo la min tɛ ɲɔgɔn ta ni wajibiw bɛ ka bonya. Aw bɛ sɛgɛsɛgɛli kɛ fɛnw jiginni siraw kan ani jiginni fɛɛrɛw kan minnu bɛ kɛ ka ɲɛsin sigida ciyɛntacogo caman cili ma. Aw ye porogaramu pilotiw lajɛ walasa ka baarakɛcogo sɛmɛntiya sani aw ka baara dafalen kɛ.
Integration sekow de bɛ sigida kuntaalajan sɛgɛsɛgɛli ni a tigi ka musaka bɛɛ lajɛlen latigɛ. Aw bɛ feerelikɛlaw bila jɔyɔrɔ fɔlɔ la API dafalenw, OPC UA ka izini kumaɲɔgɔnya sariyaw, ani MTConnect ka fɛn dilanni kunnafoniw falenfalen sariyaw. Aw bɛ se ka PLC kɔrɔlenw ni otomatiki minɛnw siri ɲɔgɔn na, k’a sɔrɔ u ma fɛn caman caman bila u la.
Integration essential checklist in kɔnɔ : kunnafonifalen sira fila ni ERP sitɛmuw, kunnafoniw dunni waati yɛrɛ la ka bɔ sɔrɔyɔrɔ caman na, plug-and-play module deployment, ani data formats standardized for analytics applications. Demand integration testing waati la feerelikɛlaw ka jateminɛ senfɛ walasa ka jɛɲɔgɔnya ɲininiw tiɲɛ.
Scalability (sɛgɛsɛgɛli) wajibiyalenw bɛ yɔrɔ caman bilali, sankaba-dafalen ɲɔgɔndanw, ani seko ni dɔnko yiriwali sekow lajɛ. Aw bɛ feerekɛlaw ka dɛmɛ jateminɛ ka ɲɛsin fɛn dilanni rezow tilatilali ma ani ɲɛnabɔli dakunw cɛmancɛ la. Aw bɛ baara kɛcogo jateminɛ sɛnɛfɛnw hakɛ caman na ani waati ɲininiw jiginni na.
Lakanali jigiyaw ye kunnafonidilanw tacogo sirilen ye, jɔyɔrɔko kɔlɔsiliw, ani ISO 27001 Kunnafoni lakanani ani IEC 62443 Industrial Cybersecurity sariyaw. Deloitte ka ɲininiw y’a jira ko 48% ye lakana kalan sariyaw ta, ka sinsin lakana dɔnniya bonya kan.
Jatebɔ kɛ san duuru musaka bɛɛ lajɛlen na ka kɛɲɛ ni porogaramuw ka lase ye, waleyali baarakɛminɛnw, kalan bolodalenw, ani dɛmɛ musakaw minnu bɛ senna. infrastructure (fɛnw) wajibiyalenw don i n’a fɔ réseau (rɛzo) sɛgɛsɛgɛli, sèrvèr (sɛrɛkili) minɛnw, ani ɛntɛrinɛti lakanani yiriwaliw. Aw ye sababu musakaw jateminɛ waleyali waatiw la ani sɛnɛfɛnw tiɲɛni minnu bɛ se ka kɛ.
ROI jateminɛw ka kan ka kɛ sababu ye ka baara jɔli waati bolodalenw, sɔrɔ yiriwali, baarakɛlaw musaka dɔgɔyali, ani fanga sabatili tɔnɔw sɔrɔ. Nafaw hakɛ jateminɛ ni basigi baarakɛcogo kunnafoniw ye ani feerelikɛlaw ka jateminɛw. Ka waleya Deloitte ka ROI karamɔgɔya min bɛ kɛ ka ɲɛsin jateminɛ kɛcogo sariyalen ma ani ɲɔgɔndan ɲɔgɔndan sɛgɛsɛgɛli ma.
Diɲɛ kɔnɔ, kemikɛlikɛla dɔ ye AI-driven condition monitoring (AI-driven condition monitoring) waleya fɛn dilanyɔrɔ 15 kɔnɔ, ka 30% sɔrɔ a ka baara jɔli la min ma labɛn kalo 18 kɔnɔ. O fura in ye yɛrɛyɛrɛli sensɛriw, funteni jateminɛ, ani masinw kalanni fɛɛrɛw fara ɲɔgɔn kan walasa ka minɛnw tiɲɛni kofɔ dɔgɔkun 2-4 ka kɔn o ɲɛ. Suguda rapɔɔri sɛgɛsɛgɛlenw bɛ o waleyali sɛbɛn.
Jateminɛ hakɛlamaw bɛ sɔrɔ san o san musaka miliyɔn 2,1 na , ka bɔ sɛnɛfɛnw bɔli bɔnɛw la minnu bɛ bɔ u la, u ladonni musakaw dɔgɔyara, ani u ka fɛnw jatebɔsɛbɛnw labɛncogo ɲuman. O siratigɛ ye a yɛrɛ sara kalo 14 kɔnɔ, nafolo baaracogo ɲuman fɛ ani minɛnw ɲɛnamaya waati janyalenw fɛ. Sisan, ladonni kofɔlen bɛ 85% de kan minɛn nafamaw la ni 94% ye kirayakuma tiɲɛni na.
Semikɔndukiri dilannikɛla dɔ ye yeli-AI sɛgɛsɛgɛli fɛɛrɛw bila sen kan minnu bɛ se 20% sɔrɔ yiriwali ma ani 99,7% defect detection accuracy. Fɛnɲɛnɛma in ye bololabaara sɛgɛsɛgɛli kɛcogoyaw bila ja sɛgɛsɛgɛli otomatiki la ani waati yɛrɛ la, a ka ɲi ka ɲɛsin fɛn dilanni minɛnw ma. A waleyali tun bɛ kalo wɔɔrɔ de wajibiya ni sɛnɛko tiɲɛni fitinin ye.
ROI sɛgɛsɛgɛli y’a jira ko san nafa bɛ se miliyɔn 3,8 ma, ka bɔ fɛn tiɲɛnenw hakɛ dɔgɔyali la, ka baara kura musakaw dɔgɔya, ani ka kiliyanw wasa hakɛw ɲɛ. Sitimɛ bɛ fɛn 50.000 baara don o don ni jogoɲumanya sariyaw ye minnu bɛ bɛn ɲɔgɔn ma. Jogoɲumanya kunnafoniw jɛli ni MES sitɛmuw ye, o bɛ kɛ sababu ye ka taabolo ladilanni kɛ waati yɛrɛ la ani ka ɲɛtaa baara kɛ ka taa a fɛ.
Mobili yɔrɔw dilanko tɔnba dɔ ye filaninw dilan minnu bɛ kɛ ni nizɛri ye, olu ye fɛn dilanni sira saba ye, ka waati ni suguya dɔgɔya ni 18% ye ani ka se ka fɛn kuraw bila baara la virtuwɛli la. Twin platform numérique bɛ CAD modeliw, simulation software, ani production data real-time fara ɲɔgɔn kan ka ɲɛsin optimisation analyse ma.
Mordor Intelligence bɛ kunnafoni di nizɛri fila-fila-yɔrɔw kan minnu bɛ ka bonya 18,7% CAGR min bɛ boli o ɲɛtaa maanaw fɛ. Nafa minnu bɛ sɔrɔ, olu ye 25% ye fɛnw bɔli teliya la, 30% dɔgɔyali farikolo la prototyping musakaw la, ani ka fɛn dilanni sira nafama yiriwa ni sɛgɛsɛgɛli virtuel ni optimisation ye.
Mobili yɔrɔw feerela cɛmancɛ la, a bɔra Legacy on-premises ERP la ka taa sankaba-la-baarakɛyɔrɔ la, ka OPEX dɔgɔyali 15% sɔrɔ ani ka 40% teliya ka se ka kɛ ka kɛɲɛ ni komandi ye. O waleyali tun ye MES baarakɛcogo jɛlen ye, fɛnw dilancogo yecogo, ani waati yɛrɛyɛrɛ jateminɛw.
Yɛlɛma jaabiw bɛ tali kɛ fɛnw sɔrɔcogo ɲɛnabɔli la, bololabaara dɔgɔyali, ani kiliyanw dɛmɛni sekow yiriwali. Sankaba architecture ye sèrwɛri ladonni musakaw ban ani ka automatique logiciel kurayaliw di. Sisan, sosiyete bɛ komandi 25% caman wɛrɛw kɛ ni mara baarakɛlaw ye kelen ye ka sɔrɔ ka jiginni baarakɛcogo jateminɛw ɲɛ.
Smart Manufacturing waleyali ɲɛtaa bɛ ɲini fɛn caman Changements changements structurés ni executive sponsorship ani clear communication strategies. Aw ye kulu pilotiw sigi senkan walasa ka nafa jira ani ka kɔnɔna ɲɛmɔgɔw jɔ. Aw bɛ hakilinaw di hakilinaw kan walasa ka ɲɛtaa sabati ani ka ko ɲɛnabɔ.
Baarakɛlaw ka seko ni dɔnko yiriwali sinsinnen bɛ kunnafoniw sɛgɛsɛgɛli kan, IoT minɛnw ɲɛnabɔli, ani baarakɛminɛn numérique baaracogo kan. Deloitte ka ɲininiw y’a jira ko 78% ye fɛn dilannikɛlaw ye minnu bɛ baarakɛnafoloba di Smart Initiative kalan ma. Aw ye seko ni dɔnko siratigɛw ni seereyaw porogaramuw labɛn walasa ka seko ni dɔnko yiriwali sabati.
Donanw maracogo hukumu kɔnɔ, kunnafoniw marali, jogoɲumanya sariyaw, ani jatebɔ sira wajibiyalenw ɲɛfɔ. Donanw danfaralanw sigi senkan ani donko kɔlɔsili sariyaw minnu bɛ bɛn jagokow ma. Donanw lakanani ni u lasegincogo dabɔ jago taabolo kan.
Laadalata wajibiyalenw tɛ kelen ye dugukoloko ni iziniko siratigɛ la. Erɔpu jamanaw ka baarakɛyɔrɔw ka kan ka GDPR ka danbe sariyaw ɲɛnabɔ k’a sɔrɔ Ameriki ka baarakɛtaw bɛ CCPA ka sariyaw jateminɛ. Aw ye danbe sariyaw sigi sen kan ani ka sariyaw labato tuma bɛɛ. Sɛbɛnw mara sariyaw ka kunnafonidi ni seereyaw taabolo kan.
Phased rollout strategies bɛ dɔ bɔ waleyali farati la ka tɛmɛn seko ni dɔnko yiriwali kan ani kalan kɛcogo. Aw bɛ a daminɛ ni MES baarakɛcogo koloma ye, o kɔ aw bɛ AI/IOT layɛrɛw fara a kan ni seko bɛ ka yiriwa. O fɛɛrɛ in bɛ se ka kɛ sababu ye ka kalanw latilen ani ka dɔ bɔ fɛn dilanni tiɲɛni na.
Big-bang waleyaliw bɛ ROI faamuyali teliya nka a bɛ labɛnni ni faratiw nɔgɔyali caman wajibiya. Aw ye fɛɛrɛw jateminɛ minnu bɛ kɛ ni fɛnw ye minnu bɛ se ka kɛ sababu ye ka sistɛm (sistɛm) baarakɛcogo ni modulu activation phased fara ɲɔgɔn kan. Jɛkulu ka fɛn caman Changement seko ni fɛɛrɛko labɛnni jateminɛ ni waleyali fɛɛrɛw sugandi.
Fɛn naani minnu bɛ kɛ, olu bɛna kɛ sababu ye ka hakilitigiw ka fɛn dilanni sɛgɛsɛgɛli kɛ san 2030. Edge AI bɛ na ni masin kalanni seko ye ka ɲɛsin fɛn dilanni minɛnw ma, ka dɔ bɔ latɛmɛni na ani ka waati yɛrɛ la latigɛw ɲɛ. 5G rezo kɛrɛnkɛrɛnnenw bɛ se ka jɛɲɔgɔnya kɛ ni ultra-reliable ye, min ka dɔgɔ, ka ɲɛsin mission-critique applications ma.
Fɛn dilanni sabatili bɛ sigida kɔlɔsili ni fanga ɲuman don izini hakilitigiw ka sigidaw la. Robo minnu bɛ u yɛrɛ bolo, olu bɛ AI kɔrɔlenw don u yɛrɛ la walasa u ka baara kɛ u yɛrɛ ye ani hadamadenw ka jɛkafɔ. Mordor Intelligence Projects Edge Computing bɛna dɔ bɔ latigɛsira la ni 40% ye sigida baarakɛcogo sekow fɛ. Smart Manufacturing Feerekɛlaw bɛ fɛn caman sɛmɛntiya MEw, ERP, AI/IoT, ani robotiki suguyaw bɛɛ la, o bɛ kɛ sababu ye ka fɛn dilannikɛlaw dɛmɛ u ka se ka nafa caman sɔrɔ ka ɲɛ ani ka nafa sɔrɔ ɲɔgɔndan na. Ɲɛtaa bɛ bɔ feerelikɛlaw ka sugandili ɲuman na ka da baarakɛcogo kan, jɛɲɔgɔnya sekow, ani sɛgɛsɛgɛli wajibiyalenw kan. Diɲɛ kɔnɔ waleyali lakikaw bɛ ɲɛtaa 15-30% jira baarakɛcogo jateminɛ jɔnjɔnw na ni kalo 12-24 sara waatiw ye. Ikomi sugu bɛ se miliyari 790,91 ma san 2030 na, fɛn dilannikɛlaw ka kan ka fɛn dilanni fɛɛrɛw bila jɔyɔrɔ fɔlɔ la nizɛrikan na walasa ka se ka ɲɔgɔndan sabati. Aw ye aw sinsin waleyaliw kan minnu bɛ kɛ dakun fɔlɔ la, fɛn bɛɛ lajɛlen ɲɛnabɔli la, ani fɛɛrɛ kuraw i n’a fɔ Edge AI ani mɔgɔ kelen-kelen bɛɛ ka 5G walasa ka ROI ni baara minnu tɛ se ka daminɛ sini, olu caya.
Aw bɛ baarakɛcogo dafalen jateminɛ ka kɛɲɛ ni aw ka MES kɛrɛnkɛrɛnnenw ye, jogo ɲuman maracogo, ani fɛnw dilancogo wajibiyalenw. Jateminɛ kɛ jɛɲɔgɔnya sekow kan ni sigida minnu bɛ yen, kɛrɛnkɛrɛnnenya la da wulilenw bɛ dɛmɛ i n’a fɔ OPC UA ani MTCONNECT. Segin sɛgɛsɛgɛli kan yɔrɔ caman bilali la ani ka ROI sɛgɛsɛgɛlenw sɛgɛsɛgɛ o ɲɔgɔnna iziniw kɔnɔ. Aw bɛ porogaramu pilotiw kɛ ka baara kɛcogo tiɲɛ ka kɛɲɛ ni jateminɛ jɔnjɔnw ye, ka fɛn dilannikɛlaw ka ɲɛfɔliw ɲini minnu bɛ se ka suma ɲɔgɔn ma, ani ka feerekɛlaw ka sirako bɛnkan sɛgɛsɛgɛ ni aw ka fɛn caman tigɛli kuntilenna ye nizɛrikan na.
Waleya fanba bɛ kalo 6-12 de wajibiya ka kɛɲɛ ni a bonya ye. Labɛn fɔlɔ ni kunnafoniw labɛnni bɛ kalo 2-3 ta ka fara sistɛmu dilanni ni fɛnsɔrɔsiraw labɛnni kan. Core deployment bɛ kalo 3-6 de wajibiya ka a sigili, a labɛncogo ani a kalan datugu. GO-Live kɔfɛ optimisation bɛ taa ɲɛ kalo 2-3 ni performance tuning ye. Phased rollouts bɛ waatiw janya nka ka faratiw dɔgɔya, ka sɔrɔ ka waleyali bɛɛ lajɛlen kɛ ROI teliya la siɲɛ kelen.
TLS/SSL kumaɲɔgɔnyaw sirilenw waleya minɛnw jɛgɛncogo bɛɛ la ani kunnafoniw cicogo la. Deploying role-based access controls dantigɛli yamaruyaw ka ɲɛsin baara nafamaw ma. Aw ye IEC 62443 lajɛ ka ɲɛsin izini sibɛri lakanani ma ani ISO 27001 kunnafoniko lakanani ɲɛnabɔli ma. Réseau segmentation (rɛzo segin-ka-bɔ) sigi sen kan min bɛ IoT minɛnw fara ɲɔgɔn kan ka bɔ jɛkuluw ka ɛntɛrinɛtiw la. Aw bɛ lakana jateminɛw kɛ tuma bɛɛ ani ka firimiwɛri kura mara ɲɛmɔgɔya siratigɛ la.
Dɛsɛ minnu bɛ kɛ tuma caman na, olu ye fɛn caman Changements management (Yɛlɛmako ɲɛnabɔli) dɔgɔyali ye ni ɲɛmɔgɔya dɛmɛ tɛ se ka kɛ ani ni kumaɲɔgɔnya man ɲi. Donanw jogo jugu minnu bɛ bɔ ciyɛnko siratigɛ la, olu bɛ jateminɛw lawuli minnu tɛ se ka da u kan. Laadalata kojugu bɛ dɔ fara gɛlɛyaw ni musakaw kan ka sɔrɔ ka dɔ bɔ fɛnw jiginni sɛgɛsɛgɛli la. Sibɛri lakanani bolodacogo min tɛ se ka kɛ, o bɛ sistɛmuw jira bagabagali la. ROI jateminɛ jɛlenw sɔrɔbaliya bɛ ɲɛtaa sumani gɛlɛya. Aw ye ɲɛnabɔli kɛ ni bolodacogo bɛɛ ye, porogaramu pilotiw, ani baarakɛlaw ka jɛkafɔ.
Aw bɛ modular, cloud-native platforms sugandi ni API dafalenw ye minnu bɛ dɔ fara expansion kan ni re-architecture tɛ. Edge Computing (Edge Computing) waleya walasa ka baarakɛ seko janya ka sɔrɔ ka ɲɛnabɔli kɛ santiri la. Fɛnɲɛnɛmaw sugandi minnu bɛ yɔrɔ caman bilali sen kan ni cogoyaw ye minnu bɛ kɛ ka kɛɲɛ ni sariya ye ani dashboards centralisés. Labɛn ka ɲɛsin kunnafonidilanw ma minnu bɛ caya ni sankaba infrastructures scalable ye. Aw ye fɛɛrɛw labɛn minnu bɛ kɛ ka kɛɲɛ ni sariya ye walasa ka yɔrɔ kura bilali teliya ani ka baara ɲɛnabɔlenw jateminɛ walasa ka dɔ fara u ka baara kan teliya la.
