Views: 7 Author: Site Editor Bɔli waati: 2025-09-11 Bɔyɔrɔ: Yɔrɔ
Fɛn dilanni feerelaw hakilitigiw bɛ ka izini baarakɛcogo caman sɛmɛntiya AI, IoT ani otomatiki fɛɛrɛw sababu fɛ. Diɲɛ hakilitigiw ka fɛn dilanni sugu sera miliyari 349,81 ma san 2024 , wa a jirala ko a bɛna se miliyari 790,91 ma san 2030 , o bɛ 14,0% CAGR jira ka kɛɲɛ ni Grand View ɲininiw kɛra . Nin gafe in bɛ feerekɛla ŋanaw sɛgɛsɛgɛ MES, ERP, AI/IoT, ani robotiki suguyaw kɔnɔ, ka sugandili sariyaw di, waleyali fɛɛrɛw, ani ROI misali lakikaw walasa ka fɛn dilannikɛlaw dɛmɛ u ka fɛɛrɛ ɲumanw sugandi u ka nizɛri fɛn caman tigɛli fɛɛrɛw la.
Diɲɛ kɔnɔ, fɛn dilanni hakilitigi sugu bɛ bonya barikama jira, ka tɛmɛn kɔrɔfɔcogo caman kan. Grand View Research ye porozew kɛ ka bonya ka bɔ dɔrɔmɛ miliyari 349,81 na san 2024 ka se dɔrɔmɛ miliyari 790,91 ma san 2030 ni 14,0% CAGR ye. MarketsandMarkets bɛ o ɲɔgɔnna jateminɛw di, k’a sɔrɔ Mordor Intelligence bɛ bonya siraw jira minnu bɛ se ka suma ɲɔgɔn ma, ka suguw ka dannaya sabati.
Bololabaarakɛla fɔlɔ saba de bɛ o yiriwali in lawuli. Baarakɛcogo ɲuman ɲininiw bɛ fɛn dilannikɛlaw bila ka taa otomatiki la ani ka latigɛw kɛ minnu bɛ tali kɛ kunnafonidilanw na. Cakɛda ka muɲuli wajibiyalenw, minnu teliyalen don COVID-19 tiɲɛniw fɛ, olu bɛ wari bilali bila senkan sɛgɛsɛgɛli kɔrɔfɔlenw na ani sɛnɛfɛnw dilanni siratigɛ la minnu bɛ se ka wuli ka bɔ u nɔ na. Gofɛrɛnaman ka baara dɔw sen bɛ o la Manufacturing USA ani EU Industry 4.0 porogaramuw bɛ politiki dɛmɛ ni wariko laɲiniw di.
Jateminɛ kunbabaw : 1 . Deloitte ka ɲininiw y’a jira ko fɛn dilannikɛlaw 92% bɛ fɛn dilanni hakilitigiw jate u ka seko ni dɔnko ɲɛnabɔbaga fɔlɔ ye, o b’a jira ko fɛɛrɛ tigɛlenw cɛsirilen don kosɛbɛ.
Smart manufacturing bɛ tali kɛ fɛɛrɛbɔ jɔnjɔn duuru la. Fɛnw ka Ɛntɛrinɛti (IoT) bɛ masinw, sensɛriw ani minɛnw cɛsiri walasa ka kunnafoniw lajɛ waati yɛrɛ la. Hakilila ni masin kalanni (AI/ML) bɛ se ka kɛ sababu ye ka jateminɛ kɛ ka ɲɛsin kofɔlenw ma ani ka yɛrɛmahɔrɔnya latigɛ. Robotiki bɛ farikolo taabolo kɛ otomatiki ye ani ka hadamaden ni masinw ka jɛkafɔ sabati. Cloud and Edge Computing bɛ kunnafonidilanw ni u maracogo sekow di minnu bɛ se ka sɛgɛsɛgɛ. Digital Twin fɛɛrɛ bɛ replica virtuellew dilan walasa ka simulation ni optimisation kɛ.
Teknoloji Pilari (Pilari) min bɛ wele ko Technologie |
Suguda sɔrɔta hakɛ |
|---|---|
Porozɛw ɲɛnabɔcogo |
49,6% ye . |
MES Plateformes (Baarakɛyɔrɔw). |
22,4% ye . |
Hardware/Sensɛriw (Sensors) ye |
18,2% ye . |
Baara minnu bɛ kɛ |
9,8% ye . |
Mordor Intelligence ka kunnafoniw b’a jira ko porogaramuw ɲɛnabɔcogo de bɛ sɔrɔko tilali fanga la. Baarakɛɲɔgɔnya sariya minnu bɛ ka bɔ kɛnɛ kan, n’olu ye OPC UA ni MTConnect ye, olu bɛ jɛ-ka-baara nɔgɔya feerekɛlaw ka ɲɛnamaya kɛcogo bɛɛ la.
Sigidaw ka taabolow tali bɛ danfaraba la diɲɛ suguw kɔnɔ. MarketsandMarkets sɛgɛsɛgɛli y’a jira ko APAC bɛ ɲɛmɔgɔya la ni 16,5% CAGR bonya ye, o min sababu bɔra Sinuwa ni Ɛndujamana ka fɛn dilanni yiriwali fɛ. Erɔpu bɛ >13% CAGR mara min bɛ dɛmɛ sɔrɔ Industry 4.0 fɛɛrɛw fɛ. Ameriki bɛ denfaya kɔgɔlen jira ni fɛnsɔrɔko nafolodonni sigilenw ye.
Sisan, baarakɛcogo jateminɛw b’a jira ko a tali teliyalen don : izini 57% bɛ baara kɛ ni sankaba jatebɔ ye, 46% bɛ Industri IoT sitɛmuw bila sen kan, ani 42% bɛ 5G jɛɲɔgɔnya waleya ka kɛɲɛ ni Deloitte ka fɛn dilanni sɛgɛsɛgɛli . O dantigɛli ninnu b’a jira ko fɛɛrɛ kuraw sɔnna u ma.
Mobili OEM ɲɛmɔgɔ dɔ ye 20% sɔrɔ yiriwali sɔrɔ AI-powered analytics waleyali fɛ, i n’a fɔ a sɛbɛnnen bɛ cogo min na Suguda kunnafoniw sɛgɛsɛgɛlenw . Nin ko in bɛ ROI yelen jira ka bɔ fɛn dilanni hakilitigiw ka nafolodonniw na.
Manufacturing Execution Systems (MES) feerelaw bɛ fɛn dilanni kɔlɔsili ni yecogo di waati yɛrɛ la. Ruihua Hardware bɛ ɲɛmɔgɔya la ni modulari danfaralen ye, jateminɛ seko kɔrɔlenw, ani jɛ-ka-baara sɛgɛsɛgɛli ɲuman min bɛ tɛmɛ laadala furakɛlicogo kan. Siemens Opcenter bɛ baarakɛcogo bɛɛ lajɛlen di ni suguya barikama ye. Rockwell Automation FactoryTalk bɛ izini otomatiki jɛ-ka-baara sekow di. Dassault Systemes DELMIA bɛ bolodacogo ni ɲɛnabɔli baarakɛminɛnw di, ka sɔrɔ Wonderware MES bɛ sinsin baarakɛcogo ɲumanw kan.
O jɔyɔrɔw bɛ sinsin modularite kan walasa ka waleyali kɛ dakunw na, kunnafoniw minɛni waati yɛrɛ la ka bɔ butikiw kɔnɔ minɛnw na, ani sɛgɛsɛgɛli kɛcogo caman na fɛn dilanni yɔrɔ caman na. Mordor Intelligence ka ɲininiw y’a jira ko MES jɔyɔrɔw ye suguya 22,4% minɛ san 2024 kɔnɔ, o b’a jira k’u jɔyɔrɔ ka bon kosɛbɛ fɛn dilanni hakilitigiw ka fɛn dilanni na.
Enterprise Resource Planning (ERP) baarakɛlaw bɛ fɛn dilanni moduluw fara ɲɔgɔn kan ni jago baarakɛcogo caman ye. Ruihua Hardware bɛ sankaba-native ERP ɲɛnabɔcogo tigɛlenw di ni waati yɛrɛyɛrɛ jateminɛw ye minnu tɛ se ka suma ni ɲɔgɔn ye ani otomatiki hakilitigi minnu bɛ tɛmɛ laadala labɛnw kan. SAP S/4HANA Manufacturing bɛ suguya ɲɛnabɔcogo sigilenw di. Oracle Cloud ERP bɛ baarakɛminɛnw dilancogo bɛɛ lajɛlen di, k’a sɔrɔ Microsoft Dynamics 365 bɛ jɛ ni fɛn dilanni siraw ye.
O furakɛlicogo ninnu bɛ sankaba-fɔlɔ fɛn dilannenw jira minnu bɛ se ka kɛ sababu ye ka baara kɛ teliya la ani ka fɛnw sɛmɛntiya otomatiki la. API dafalenw bɛ mɔgɔ sabananw ka jɛɲɔgɔnyaw nɔgɔya ani ka baarakɛminɛnw kɛ minnu bɛ kɛ ka kɛɲɛ ni mɔgɔw sago ye. Sɛgɛsɛgɛli minnu bɛ don a kɔnɔ, olu bɛ hakilinaw di minnu bɛ se ka kɛ, k’a sɔrɔ u ma porogaramu wɛrɛw bila. Deloitte TCO ka kalanw y’a jira ko 15-25% musaka bɛɛ lajɛlen bɛ dɔgɔya tigiyali la ni i y’a suma ni yɔrɔ wɛrɛw ka fɛɛrɛ wɛrɛw ye.
Feerekɛla kɛrɛnkɛrɛnnenw bɛ u sinsin hakililata ni IoT platform sekow kan. Ruihua Hardware bɛ IoT jɛ-ka-baara ni AI-powered analytics di izini ɲɛmɔgɔw ma minnu bɛ baara kɛcogo ɲuman di ani ka waleyali teliya ni i y’a suma ni dilanbaga kɔrɔw ye. PTC ThingWorx bɛ IoT baarakɛminɛnw yiriwali sekow di. GE Digital Predix bɛ izini sɛgɛsɛgɛli baarakɛminɛnw di, ka sɔrɔ IBM Watson IoT bɛ dɔnniya otomatiki fɛɛrɛw di.
O jɔyɔrɔw bɛ se ka kɛ sababu ye ka ladonniko kɔrɔfɔlenw kɛ minnu bɛ dɔ bɔ baarakɛbaliya waati bolodalen na fo ka se 30% ma ka kɛɲɛ ni... Suguda kunnafoniw sɛgɛsɛgɛlenw . Waati yɛrɛ la, seko minnu bɛ kɛ ka fɛnw ɲɛnabɔ, olu bɛ minɛnw bɛɛ lajɛlen nafa bonya ani ka fanga sɔrɔcogo ɲuman sabati. Jɛɲɔgɔnya siratigɛ la ni fɛnɲɛnamafagalan OEMw ye, olu bɛ ɲɛnabɔli ni dɛmɛni di laban ni laban ma.
Robotiki jɛkuluw bɛ fɛnɲɛnamafagalanw, porogaramuw ani baarakɛminɛnw fara ɲɔgɔn kan walasa ka otomatiki fɛn dilanni ɲɛnabɔ. Ruihua Hardware ka fisa ni robow jɛ-ka-baara ɲɛtaa ye ni porogaramu seko ɲumanw ye ani jɛ-ka-baara robo furakɛli minnu bɛ baara kɛ ka tɛmɛ laadala sarakaw kan. FANUC bɛ izini robow sigili ni cobot sarakaw di. ABB bɛ otomatiki portfoliow di, lamaga-lamagali-minɛnw sen bɛ o la, k’a sɔrɔ KUKA ka baara ɲɛsinnen bɛ mobili ni sanfɛla baarakɛcogo ma.
Roboti sugu bɛna se miliyari 75 ma san 2028 kɔnɔ min bɛ lawuli cobot tali ni AI jɛ-ka-baara fɛ, per Suguda kunnafoniw sɛgɛsɛgɛlenw . ROI danmadɔ ye baarakɛlaw musaka dɔgɔyali ye 25% ani baarakɛcogo ɲɛtaa 40% baarakɛcogo seko ni dɔnko 24/7 ani jogoɲumanya bɔli basigilen fɛ.
Feerekɛlaw sugandili bɛ daminɛ ni baarakɛcogo jateminɛ bɛɛjɛfanga ye min bɛ bɛn fɛn dilanni taabolo kɛrɛnkɛrɛnnenw ma. MES sekow jateminɛni sɛnɛfɛnw kɔlɔsili la, jogoɲumanya ɲɛnabɔli siratigɛw la sariya labatoli wajibiyalenw kama, ani fɛnw dilancogo cakɛda jɛli walasa ka yecogo laban ni laban. Aw bɛ fɛnw danfara-matirisiw dabɔ minnu bɛ feerekɛlaw ka siraw ni ɲɛtaa bolodalenw sɛbɛn.
Modularite bɛ se ka kɛ sababu ye ka waleyali kɛ dɔɔnin dɔɔnin ka faratiw ni kapitali wajibiyalenw dɔgɔya. Aw ye feerekɛlaw bila jɔyɔrɔ fɔlɔ la minnu bɛ modulu jɔlenw di minnu bɛ ɲɔgɔn sɔrɔ cogo la min tɛ fɛn tiɲɛ ni ɲininiw bɛ ka bonya. Aw ye sɛgɛsɛgɛli kɛ sɛnɛ yiriwali siraw ni jiginni fɛɛrɛw kan walasa ka sigida kɔrɔw cili. Aw ye porogaramu piloti cogoyaw jateminɛ walasa ka baarakɛcogo tiɲɛ sani u ka baara kɛ cogo dafalen na.
Jɛɲɔgɔnya sekow bɛ sistɛmu sɛgɛsɛgɛli kuntaalajan ni tigiyali musaka bɛɛ lajɛlen dantigɛ. Aw ye feerekɛlaw bila jɔyɔrɔ fɔlɔ la minnu bɛ API dafalenw dɛmɛ, OPC UA ka izini kumaɲɔgɔnya sariyaw, ani MTConnect ka kunnafonidilanw dilanni fɛɛrɛw. Aw ye se sɛgɛsɛgɛ ka PLC kɔrɔw ni otomatiki minɛn kɔrɔw siri ɲɔgɔn na k’a sɔrɔ u ma fɛn caman cili kɛ.
Jɛɲɔgɔnya sɛgɛsɛgɛli sɛbɛn nafama dɔw ye : kunnafonidilanw ni ERP sitɛmuw ye sira fila fɛ, kunnafonidilanw minɛni waati yɛrɛ la ka bɔ yɔrɔ caman na, plug-and-play modulew bilali sen kan, ani kunnafonidilanw cogoya sigilenw jateminɛni baarakɛminɛnw kama. Aw ye jɛ-ka-baara sɛgɛsɛgɛli ɲini feerekɛlaw ka jateminɛ waati la walasa ka jɛɲɔgɔnya fɔlenw sinsin.
Sɛgɛsɛgɛli wajibiyalenw bɛ yɔrɔ caman bilali, sankaba-dakun ɲɔgɔndanw, ani seko ni dɔnko yiriwali sekow la. Feerekɛlaw ka dɛmɛ jateminɛ fɛn dilanni rezo tilalenw na ani ɲɛnabɔli dakunw cɛmancɛ la. Baara kɛcogo jateminɛ sɛnɛfɛnw hakɛ caman na ani waati kɔnɔ ɲininiw jiginni.
Lakanali jigiyaw ye kunnafonidilanw tali ye minnu sirilen don, dondaw kɔlɔsili minnu sinsinnen bɛ jɔyɔrɔw kan, ani ISO 27001 kunnafoniko lakanani ani IEC 62443 izini ɛntɛrinɛti lakanani sariyaw labatoli. Deloitte ka ɲininiw y’a jira ko fɛn dilannikɛlaw 48% ye lakana kalan sariya bɛɛ ta, k’u sinsin lakana dɔnniya bonyalen kan.
San duuru jate kɛ fɛntigiya musaka bɛɛ lajɛlen na, i n’a fɔ porogaramuw ka lase, waleyali baarakɛminɛnw, kalan bolodalenw, ani dɛmɛ musakaw minnu bɛ senna. Aw bɛ fɛnsɔrɔsiraw wajibiyalenw don a kɔnɔ i n’a fɔ ɛntɛrinɛti sɛgɛsɛgɛli, baarakɛminɛnw, ani ɛntɛrinɛti lakanani yiriwali. Aw ye jateminɛ kɛ sababu musakaw la waleyali waatiw la ani sɛnɛko tiɲɛni minnu bɛ se ka kɛ.
ROI jateminɛw ka kan ka kɛ baarakɛbaliya waati bolodabali dɔgɔyali ye, sɔrɔ yiriwali, baarakɛlaw musaka dɔgɔyali, ani fanga sɔrɔcogo ɲuman sɔrɔli. Nafaw hakɛ jateminɛ ni baarakɛcogo basigilen kunnafoniw ye ani feerekɛlaw ye minnu di. Ka waleya Deloitte ka ROI hukumu kɔnɔ , min bɛ tali kɛ jateminɛ kɛcogo la min bɛ kɛ ka kɛɲɛ ni sariya ye ani ɲɔgɔndan sɛgɛsɛgɛli.
Diɲɛ kemisɛri dilanko tɔn dɔ ye cogoya kɔlɔsili waleya min bɛ kɛ ni AI ye, fɛn dilanni yɔrɔ 15 kɔnɔ, ka 30% dɔgɔya sɔrɔ jɔli waati bolodabali la kalo 18 kɔnɔ. O fura in ye yɛrɛyɛrɛ-minɛnw, funteni-jatebɔlanw, ani masinw kalanni algorisimuw fara ɲɔgɔn kan walasa ka minɛnw tiɲɛni fɔ dɔgɔkun 2-4 ka kɔn o ɲɛ. Suguda kunnafoniw sɛgɛsɛgɛlenw bɛ o waleyali sɛbɛn.
Jateminɛ jaabiw ye dɔrɔmɛ miliyɔn 2,1 ye san o san, ka bɔ fɛn dilanni bɔnɛw la minnu bɛ bali, ladonni musakaw dɔgɔyali, ani fɛnw maracogo ɲuman. O siratigɛ la, a y’a yɛrɛ sara kalo 14 kɔnɔ, nafolo baaracogo ɲuman fɛ ani minɛnw ka ɲɛnamaya janya fɛ. Ladonni kɔrɔfɔlenw bɛ minɛn kɔrɔlenw 85% datugu sisan ni kirayakuma tiɲɛni ye 94%.
Semikɔndukiri dilannikɛla dɔ ye vision-AI sɛgɛsɛgɛli siraw bila sen kan minnu ye 20% sɔrɔ yiriwali sɔrɔ ani ka 99,7% sɔrɔ nafamafɛnw dɔnni tiɲɛni sɔrɔ. O fura in ye bololabaarakɛlaw ka sɛgɛsɛgɛli kɛcogo bila ja sɛgɛsɛgɛli otomatiki la ani waati yɛrɛ la jogoɲumanya jaabiw la ka ɲɛsin fɛn dilanni minɛnw ma. A waleyali tun bɛ kalo wɔɔrɔ de wajibiya ni sɛnɛko tiɲɛni fitinin ye.
ROI sɛgɛsɛgɛli b’a jira ko san nafa miliyɔn 3,8 bɛ bɔ fɛn tiɲɛnenw hakɛ dɔgɔyali la, baara seginni musakaw dɔgɔyali, ani kiliyanw wasa hakɛw ɲɛnabɔli. O sistɛmu bɛ fɛn 50 000 baara don o don ni jogoɲumanya sariyaw ye minnu bɛ bɛn ɲɔgɔn ma. Kunnafoni ɲumanw jɛli ni MES sitɛmuw ye, o bɛ kɛ sababu ye ka taabolo ladilan waati yɛrɛ la ani ka ɲɛtaa sabatili fɛɛrɛw tigɛ.
Mobili yɔrɔw dilannikɛla dɔ ye filaninw nizɛriw dilan minnu bɛ se ka kɛ fɛn bɛɛ ye, ka ɲɛsin fɛn dilanni sira saba ma, ka dɔ bɔ waati la ka se sugu la ni 18% ye , ka kɛ sababu ye ka fɛn kuraw bila baara la virtuel. Nizɛri filaninw ka platformu bɛ CAD modɛliw, simulation porogaramuw, ani waati yɛrɛ la fɛn dilanni kunnafoniw fara ɲɔgɔn kan walasa ka optimisation sɛgɛsɛgɛli kɛ.
Mordor Intelligence y’a jira ko nizɛri filaninw bɛ ka bonya ni 18,7% CAGR ye min bɛ boli o ɲɛtaa maana suguw fɛ. Nafa minnu bɛ sɔrɔ o la, olu ye 25% ye fɛnw bɔli teliya la, 30% dɔgɔyali farikolo prototyping musakaw la, ani ka fɛn dilanni siraw baarakɛcogo ɲɛ ka tɛmɛn sɛgɛsɛgɛli lakikaw ni u ɲɛnabɔli fɛ.
Mobili yɔrɔw feerela cɛmancɛ dɔ bɔra ERP kɔrɔlen na yɔrɔ la ka taa sankaba-sɛnɛfɛnw dilanni suite la, ka OPEX dɔgɔyali 15% sɔrɔ ani ka komandi-ni-wari teliya 40% sɔrɔ. O waleyali in tun ye MES baarakɛcogo jɛlen ye, fɛnw dilancogo yecogo, ani waati yɛrɛyɛrɛ sɛgɛsɛgɛli dakunw.
Yɛlɛma kɔlɔlɔw bɛ tali kɛ fɛnmarataw jiginni ɲɛnabɔli la, bololabaara kɛcogo dɔgɔyali, ani kiliyanw dɛmɛni sekow yiriwali. Sankaba jɔcogo ye sèrwɛri ladonni musakaw bɔ yen ani ka porogaramuw kurayali otomatiki di. Sisan, sosiyete bɛ komandi 25% caman wɛrɛw baara ni mara baarakɛla kelenw ye k’a sɔrɔ a bɛ fɛnw lasecogo jateminɛw ɲɛ.
Fɛn dilanni hakilitigiw waleyali ɲɛtaa bɛ fɛn caman ɲini fɛn caman Changements management porogaramuw labɛnni na ni ɲɛmɔgɔyaso ka dɛmɛ ye ani kumaɲɔgɔnya fɛɛrɛ jɛlenw. Piloti kuluw sigi senkan walasa ka nafa jira ani ka kɔnɔna ɲɛmɔgɔw jɔ. Aw ye hakilinata fɛɛrɛw dabɔ walasa ka ɲɛtaa sabati ani ka koɲɛw ɲɛnabɔ.
Baarakɛlaw ka seko ni dɔnko yiriwali sinsinnen bɛ kunnafonidilanw sɛgɛsɛgɛli kan, IoT minɛnw ɲɛnabɔli, ani baarakɛminɛnw baaracogo nizɛrikan na. Deloitte ka ɲininiw y’a jira ko 78% dilannikɛlaw bɛ baarakɛnafolo caman bila hakilitigiw ka kalanko la. Ka seko ni dɔnko siratigɛw ni seereyaw porogaramuw labɛn walasa ka seko ni dɔnko yiriwali sabatili sabati.
Ka kunnafonidilanw maracogo bɛɛ lajɛlen waleya minnu bɛ kunnafonidilanw tigiyali, jogoɲumanya sariyaw, ani jatebɔ sira wajibiyalenw ɲɛfɔ. Donanw danfara bolodacogo ni dondaw kɔlɔsili sariyaw sigi senkan minnu bɛ bɛn jagokɛlaw ka ɲininiw ma. Donanw maracogo ni u lasegincogo fɛɛrɛw dabɔ walasa jago ka taa ɲɛ.
Labatoli wajibiyalenw tɛ kelen ye dugukolo cogoya ni izini siratigɛ la. Erɔpu baarakɛyɔrɔw ka kan ka GDPR ka danbe sariyaw ɲɛnabɔ ka sɔrɔ Ameriki baarakɛlaw bɛ CCPA ka sariyaw jateminɛ. Ka mɔgɔ dogolenw ka sariyakolow waleya minnu bɛ kɛ ka kɛɲɛ ni fɛn dilannenw ye ani ka sariya labatoli jateminɛw kɛ tuma bɛɛ. Sɛbɛnw mara sariyaw laseli ni seereyaw taabolo kama.
Fɛɛrɛ minnu bɛ kɛ ka baara daminɛ dɔɔnindɔɔnin, olu bɛ dɔ bɔ waleyali farati la, seko ni dɔnko yiriwali ni kalan kɛcogo dɔ fɛ. Aw bɛ daminɛ ni MES baarakɛcogo jɔnjɔn ye, o kɔfɛ, aw bɛ AI/IoT layɛrɛw fara a kan ni seko bɛ ka yiriwa. O fɛɛrɛ in bɛ se ka kɛ sababu ye ka kalansenw latilen ani ka fɛn dilanni tiɲɛni dɔgɔya.
Big-bang waleyali bɛ ROI waleyali teliya nka a bɛ labɛn caman kɛ ani ka faratiw dɔgɔya. Aw ye fɛɛrɛ ɲɔgɔndanw jateminɛ minnu bɛ core system deployment ni phased module activation fara ɲɔgɔn kan. Jɛkulu ka fɛn caman caman cili seko ni fɛɛrɛko labɛncogo jateminɛ ni u bɛ waleyali fɛɛrɛw sugandi.
Fɛn naani minnu bɛna kɛ, olu bɛna kɛ sababu ye ka fɛn dilanni hakilitigiw ka yiriwali sabati fo ka se san 2030. Edge AI bɛ na ni masin kalan seko ye k’a ɲɛsin fɛn dilanni minɛnw ma, ka dɔ bɔ waati latɛmɛni na ani ka waati yɛrɛ la latigɛw ɲɛ. 5G kɛrɛnkɛrɛnnenw ka rezow bɛ se ka kɛ sababu ye ka ɲɔgɔndan kɛ, min bɛ se ka da a kan kosɛbɛ, min tɛ mɛn kosɛbɛ, ka ɲɛsin baarakɛminɛnw ma minnu nafa ka bon cidenyabaara la.
Sɛnɛfɛnw dilanni sabatili bɛ sigida kɔlɔsili ni fanga sabatili fara ɲɔgɔn kan izini hakilitigiw ka sigidaw kɔnɔ. Robo minnu bɛ u yɛrɛ ta, olu bɛ AI kɔrɔlenw don u kɔnɔ walasa ka baara kɛ u yɛrɛ ye ani hadamadenw ka jɛkafɔ. Mordor Intelligence porozɛw ka edge computing bɛna dɔ bɔ latigɛw la ni 40% ye sigida baarakɛcogo seko fɛ. Fɛn dilanni hakilitigiw bɛ fɛn dilanni fɛɛrɛw di minnu bɛ fɛn caman sɛmɛntiya MES, ERP, AI/IoT, ani robotiki suguyaw bɛɛ kɔnɔ, o bɛ kɛ sababu ye ka fɛn dilannikɛlaw dɛmɛ u ka se ka nafa caman sɔrɔ baarakɛcogo ɲuman na ani ka nafa caman sɔrɔ ɲɔgɔndan na. Ɲɛtaa bɛ bɔ feerekɛlaw sugandili la ni hakili ye ka da baarakɛcogo bɛnkan kan, jɛ-ka-baara sekow, ani sɛgɛsɛgɛli wajibiyalenw kan. Diɲɛ kɔnɔ waleyaliw bɛ ɲɛtaa jira 15-30% baarakɛcogo jateminɛ jɔnjɔnw na ni kalo 12-24 sara waatiw ye. Ni sugu bɛ se dɔrɔmɛ miliyari 790,91 ma san 2030 kɔnɔ, fɛn dilannikɛlaw ka kan ka nizɛri fɛn caman tigɛli fɛɛrɛw bila jɔyɔrɔ fɔlɔ la walasa ka ɲɔgɔndan sabati. Aw ye aw sinsin waleyali dakunw kan, fɛn caman Changements management, ani fɛɛrɛ kuraw i n’a fɔ edge AI ani private 5G walasa ka ROI caya ani baarakɛcogo minnu bɛ se ka siniko ɲɛnabɔ.
Aw ye baarakɛcogo dafalen jateminɛ ka kɛɲɛ ni aw ka MES kɛrɛnkɛrɛnnenw ye, jogoɲumanya ɲɛnabɔli, ani fɛnw dilancogo ɲininiw. Ka jɛɲɔgɔnya sekow jateminɛ ni sigida minnu bɛ yen, kɛrɛnkɛrɛnnenya la, sariya dafalenw dɛmɛni i n’a fɔ OPC UA ani MTConnect. Segin scalability kan yɔrɔ caman bilali la ani ka ROI sɛgɛsɛgɛlen sɛgɛsɛgɛ izini suguya kelenw na. Aw ye porogaramu pilotiw kɛ minnu bɛ baara kɛcogo sinsin ka kɛɲɛ ni jateminɛ jɔnjɔnw ye, ka fɛn dilannikɛlaw ka kunnafoniw ɲini minnu bɛ se ka suma ɲɔgɔn ma, ani ka feerekɛlaw ka sirako bɛnkan sɛgɛsɛgɛ ni aw ka nizɛri jiginni kuntilenna ye.
Waleya fanba bɛ kalo 6-12 de wajibiya ka kɛɲɛ ni a bonya ye. Labɛn fɔlɔw ni kunnafonidilanw labɛnni bɛ kalo 2-3 ta ka fara sistɛmu dilanni ni fɛnsɔrɔsiraw labɛnni kan. Core deployment bɛ kalo 3-6 de wajibiya min bɛ tali kɛ a sigili, a labɛnni, ani a kalanni na. Post-go-live optimisation bɛ tɛmɛ kalo 2-3 kɔnɔ ni baarakɛcogo labɛnni ye. Labɛnni minnu bɛ kɛ dɔɔnin dɔɔnin, olu bɛ waatibolodacogo janya nka u bɛ faratiw dɔgɔya, k’a sɔrɔ waleyali bɛɛ lajɛlen bɛ ROI teliya ni a daminɛna.
TLS/SSL kumaɲɔgɔnya sirilenw waleya minɛnw ni kunnafoniw cicogo bɛɛ kama. Jɛkulu jɔyɔrɔ-falen-falen-minɛnw bila sen kan minnu bɛ yamaruyaw dan baara nafamaw ma. Aw ye IEC 62443 labato iziniw ka ɛntɛrinɛti lakananiko la ani ISO 27001 la kunnafoniko lakanani ɲɛnabɔli kama. Rezo tilacogo sigi senkan min bɛ IoT minɛnw ni tɔnw ka rezow fara ɲɔgɔn kan. Lakanali sɛgɛsɛgɛliw kɛ tuma bɛɛ ani ka firimiwɛri kuraw mara ɲɛmɔgɔyaso cɛmancɛw fɛ.
Dɛsɛ minnu bɛ kɛ tuma caman na, olu dɔw ye fɛn caman Changement management ye min tɛ ɲɛ ni ɲɛmɔgɔya dɛmɛnbaliya ye ani kumaɲɔgɔnya jugu. Donanw jogo jugu min bɛ bɔ sigida kɔrɔw la, o bɛ jateminɛw lawuli minnu tɛ se ka da u kan. Ladamuni tɛmɛnen bɛ dɔ fara gɛlɛyaw ni musakaw kan ka sɔrɔ ka dɔ bɔ fɛnw jiginni sɛgɛsɛgɛli la. Sibɛri lakanani bolodacogo dafabali bɛ sistɛmuw bila bagabagali la. ROI jateminɛ jɛlenw sɔrɔbaliya bɛ ɲɛtaa sumani gɛlɛya. Aw ye ɲɛnabɔli kɛ ni bolodacogo bɛɛ lajɛlen ye, porogaramu pilotiw, ani bololabaarakɛlaw ka jɛkafɔ fɛ.
Modular, cloud-native platforms sugandi ni API dafalenw ye minnu bɛ dɔ farali dɛmɛ ka sɔrɔ ka segin ka fɛn dilanni kɛ. Edge computing (dakun jatebɔ) waleya walasa ka baarakɛcogo seko bonya ka sɔrɔ ka ɲɛmɔgɔya cɛmancɛ mara. Fɛnɲɛnɛma sugandi minnu bɛ yɔrɔ caman bilali di ni sigicogo jɔnjɔnw ye ani dakunw cɛmancɛ la. Labɛn kɛ walasa ka dɔ fara kunnafonidilanw ɲinini kan sankaba infɔrɔmasiko fɛ min bɛ se ka sɛgɛsɛgɛ. Ka taabolo sigilenw labɛn walasa ka yɔrɔ kura bilali teliya ani ka baara ɲɛnabɔlenw jateminɛ walasa ka yiriwali teliya.
