Cogo min na ka se sɔrɔ sɛnɛko jɔli kan ni Smart Manufacturing Solutions ye

Sɛnɛfɛnw dilanni jɔli bɛ musaka miliyari caman bɔ fɛn dilannikɛlaw la san o san, ni minɛnw tiɲɛni waati bolodalen tɛ, o bɛ bɔli tiɲɛ ani ka tɔnɔ sɔrɔta tiɲɛ. Fɛn dilanni hakilitigiw bɛ sira sɛgɛsɛgɛlen di walasa ka dɔ bɔ kosɛbɛ o tiɲɛni musakabaw la, ni jateminɛw ye minnu bɛ kɛ ka kɔrɔfɔ, kɔlɔsili waati yɛrɛ la, ani otomatiki ɲɛnabɔli fɛ.

Nin gafe in bɛ siraba di izini ɲɛmɔgɔw ma senfɛ-senfɛ walasa ka fɛn dilanni fɛɛrɛ hakilitigiw waleya minnu bɛ baarakɛbaliya waati bolodabali dɔgɔya. K’a ta jateminɛ fɔlɔ la ka se a bilali dafalen ma, i bɛna a dɔn cogo min na i bɛ se ka baara kɛ ni IoT sensɛriw, filaninw nizɛriw, ani hakilinaw ye minnu bɛ tali kɛ AI la walasa k’i ka baarakɛyɔrɔ caman sɛmɛntiya ka kɛ baarakɛcogo ye min bɛ se ka muɲu, min bɛ baara kɛ kosɛbɛ.

Aw bɛ baarakɛbaliya musakaw ni a jujɔw jateminɛ

Sɛnɛfɛnw dilanni jɔli waati bɛ jɔli fɛn o fɛn jira min ma boloda, n’o bɛ dɔ bɔ fɛn dilanni bɔli la ka tɛmɛ seko bolodalen kan. O tiɲɛniw bɛ bɔ minɛnw tiɲɛni na, fɛn caman cili waati janya, jogoɲumanya baarakɛcogo kura wajibiyalenw, ani baarakɛlaw ka baarakɛbaliya waatiw masinko koɲɛw waati.

Sɛnɛfɛnw dilanni jɔli bɛ musaka miliyari caman bɔ fɛn dilannikɛlaw la san o san izini bɛɛ kɔnɔ. Nafolo nɔfɛko bɛ tɛmɛn fɛn dilanni bɔnɛnenw kan teliya la, fo ka se baarakɛwaati tɛmɛnenw ma, fɛnw musakaw teliya, ani kiliyanw ka jalaki minnu bɛ se ka sɔrɔ, ni fɛnw bilali kɔfɛ.

Aw bɛ aw ka jɔli musakaw jate ni nin formula in ye: Baarakɛbaliya (lɛrɛw) × Baara hakɛ × Masina lɛrɛ musaka . Mobili sira danmadɔ la, baarakɛla 10 bɛ dɔrɔmɛ 25 sɔrɔ lɛrɛ kelen kɔnɔ ani minɛn minnu nafa ye dɔrɔmɛ 200 ye lɛrɛ kɔnɔ, jɔli lɛrɛ kelen-kelen bɛɛ bɛ dɔrɔmɛ 450 bɔ bɔnɛ tilennen na.

Aw ye Pareto jatebɔsɛbɛn dɔ dabɔ, min bɛ kɛwalew jira minnu bɛ kɛ baarakɛbaliya la walasa ka 20% jujɔ sababuw dɔn minnu bɛ 80% bila sɛnɛfɛnw bɔli la. Jalaki minnu ka teli ka kɛ, olu ye birikiw tiɲɛni ye, ji bɔli, sensor baarakɛbaliya, ani porogaramu filiw.

E diɲɛ kɔnɔ fɛn dilanni hakilitigi sugu sera dɔrɔmɛ miliyari 349,81 ma san 2024 kɔnɔ, o b’a jira ko sɔrɔko hakɛba min bɛ sen na. Ruihua Hardware ka sɛgɛsɛgɛlikɛlan kɔrɔlenw b’a to fɛn dilannikɛlaw bɛ se ka bɔnɛw nɔfɛtaamacogo ɲuman sɔrɔ, u kɛtɔ ka fɛn nafamaw kɔlɔsi minnu bɛ minɛnw tiɲɛni kofɔ sani u ka dɛsɛ, o bɛ lasɔmini joona seko di minnu tɛ se ka suma ni ɲɔgɔn ye.

Ɛndisiri	Baarakɛbaliya musaka/Lɛrɛ hakɛ danmadɔ
Mobiliko	$450-850 ye
Ɛntɛrinɛti kan	$300-600 ye
Fɛn minnu bɛ kɛ ka mɔgɔw balo	$200-400 ye

Ni musaka hakɛ jateminɛni dafara, fɛɛrɛ nata ye ka o hakilinaw baara ka kɛ ɲɛtaa kuntilenna ye minnu bɛ se ka waleya.

Aw ye fɛn dilanni kuntilenna hakilitigiw sigi

Aw bɛ baarakɛbaliya hakilinaw sɛmɛntiya ka kɛ SMART kuntilenna ye minnu bɛ ɲɛtaa sumanikɛlan bila aw ka baarakɛyɔrɔ bɛɛ la. Laɲini ɲumanw bɛ laɲinibaw ni waleyali waatibolodacogo lakikaw bɛn ɲɔgɔn ma, minnu sinsinnen bɛ sisan fɛɛrɛtigɛ labɛnni kan.

Laɲini kɛrɛnkɛrɛnnenw bɛ dɛsɛcogo kɛrɛnkɛrɛnnenw laɲini, i n’a fɔ 'Ka minɛnw tiɲɛni labɛnbaliw dɔgɔya ni 25% ye kalo 12 kɔnɔ.' O tiɲɛni in bɛ kɛ sababu ye ka nafolo tilacogo sinsinlen kɛ ani ka ɲɛtaa jateminɛ jɛlenw kɛ.

Sɔrɔ minnu bɛ se ka suman, olu sinsinnen bɛ minɛnw bɛɛ ka baarakɛcogo ɲuman kan (OEE), o jatebɔlen don nin cogo la: (Sɔrɔ × Baarakɛcogo × Jogoɲumanya) . OEE sumanikɛlan basigilen bɛ jusigilan di walasa ka ɲɛtaa ɲɛtaa ni ROI tiɲɛni nɔfɛtaama.

Laɲini minnu bɛ se ka sɔrɔ , olu bɛ bɛn ni fɛnsɔrɔsiraw seko ye minnu bɛ yen, i n’a fɔ PLC ka bɛnkan, rezow ka baarakɛcogo, ani baarakɛlaw ka fɛɛrɛbɔ seko. Ni an b’a ɲini ka laɲiniw kɛ minnu bɛ kɛ ni fanga ye kojugu, tuma caman na, o bɛ na ni porozew ka mɛnni ye ani ka baarakɛnafolo tɛmɛna.

Laɲini minnu bɛ tali kɛ o la, olu bɛ tali kɛ jago kɔlɔlɔw la i n’a fɔ fɛnw lasecogo ɲɛnabɔli waati bɛnnen na, fɛnw feereli musaka dɔgɔyali, walima kiliyanw wasako yiriwali. O bɛnkan in bɛ ɲɛmɔgɔyaso dɛmɛni ni wariko sabatili sabati.

Waati bolodalenw bɛ sɛgɛsɛgɛlikɛyɔrɔw sigi kalo saba o kalo saba walasa ka ɲɛtaa jateminɛ ani ka kalansenw latilen. E 10,8% san o san bonya min kɛra fɛn dilanni porogaramuw tali la, o b’a jira ko suguya fanga bɛ nin wale ninnu dɛmɛ.

I n'a fɔ Ruihua Hardware injiniyɛri kɔrɔ dɔ y'a ɲɛfɔ cogo min na: 'An ka cikɛlaw bɛ to ka 15-20% OEE ɲɛtaa sɔrɔ kalo wɔɔrɔ kɔnɔ, an ka IoT dakun moduluw bilali sen kan, k'a sababu kɛ waati yɛrɛyɛrɛ yecogo ye minɛnw baarakɛcogo misaliw kɔnɔ ani an ka kofɔlenw algorisimuw minnu ye an yɛrɛ ta ye, minnu bɛ baara kɛ ka tɛmɛ furakɛlicogo jɔnjɔnw kan.\

Ni laɲini jɛlenw sigilen don, fɛɛrɛ bɛnnenw ni waleyali jɛɲɔgɔnw sugandili bɛ kɛ dakun nata nafamaba ye.

Fɛɛrɛ ɲumanw ni jɛɲɔgɔnw sugandi

Sɛnɛfɛnw dilanni hakilitigi ɲɛtaa bɛ bɔ fɛɛrɛw sugandili la minnu bɛ don ɲɔgɔn na cogo la min tɛ fɛn tiɲɛ ni sigida kɔrɔw ye, k’a sɔrɔ u bɛ bonya siraw di minnu bɛ se ka sɛgɛsɛgɛ. A yɔrɔ kolomaw ye IoT sensɛriw ye, dakun dakunw, filaninw nizɛriw, AI-driven predictive analytics, ani sankaba-based MES/ERP integration.

Filaninw nizɛriw bɛ farikolo taabolo ɲɔgɔnna virtuelw dilan, ka se ka simulation ni optimization kɛ k’a sɔrɔ production ma tiɲɛ. O misaliw bɛ minɛnw kɛcogo fɔ baarakɛcogo suguya caman na, ka dɛmɛ don ladonni waati bolodacogo ɲɛnama na.

Ladonni kofɔlen bɛ AI ka algorisimuw ta walasa ka minɛnw tiɲɛni kofɔ sani u ka kɛ. Masina kalan misaliw bɛ sensɛri kunnafonidilanw cogoyaw sɛgɛsɛgɛ walasa ka tiɲɛni taabolo dɔn minnu tɛ ye hadamadenw ka baarakɛlaw fɛ.

Aw ye jɛɲɔgɔn minnu bɛ se ka kɛ, olu jateminɛ ni sariyaw ye minnu sɛgɛsɛgɛra: suguya ɲɛmɔgɔya, jɛkafɔ dɔnniya, ani dɛmɛ bɛɛ lajɛlen waleyali kɔfɛ. Fɛnɲɛnɛmafagalanw ɲɛmɔgɔba dɔw ye Ruihua Hardware ye min bɛ sensɛriw ka rezow bɛɛ lajɛlen kɛ ani ka fɛnw don ɲɔgɔn na, Siemens ka ɲɛsin nizɛri filaninw ka sigidaw ma , Microsoft Azure ka ɲɛsin sankaba infɔrɔmasiko ma, ani SAP ka ɲɛsin ERP jɛ-ka-baara seko ma.

Feerekɛla	Bɔlɔlɔ kan	Fanga fɔlɔ	Waleya waleyali Waati bolodacogo
Ruihua Baarakɛminɛnw	IoT Suite dafalen	Sensɔrɔlaw ka Réseau & Integration	Kalo 2-4 kɔnɔ
Siemens (Siemens) ye	Hakilila-jɔ-yɔrɔ	Filanka Numɛriki	Kalo 6-12 kɔnɔ
Microsoft ye baara kɛ	Azure IoT ye	Sankaba Sɛgɛsɛgɛli	Kalo 3-6 kɔnɔ
SAP (SAP) ye	Fɛn dilanni	ERP Intégration (ERP ka jὲɲɔgɔnya).	Kalo 9-18 kɔnɔ
GE ye	Predix (daɲɛ kɔrɔfɔcogo).	AI Industrielle (AI) min bɛ baara kɛ	Kalo 6-9 kɔnɔ

E baarakɛyɔrɔw bolofara bɛ bonya ni 13% CAGR ye , o bɛ waleyali jɛɲɔgɔn minnu bɛ se kosɛbɛ, olu nafa kɔrɔlen jira. Ruihua Hardware bɛ bɔ kɛnɛ kan i n’a fɔ jɛɲɔgɔnya jɛɲɔgɔn min ka di, a bɛ sensɛri gɛlɛnw di ni muɲuli ɲuman ye ani ka ɲɔgɔndan baarakɛminɛnw di minnu bɛ baara kɛ waatibolodalenw teliya kosɛbɛ k’a sɔrɔ a bɛ dɔ bɔ waleyali faratiw la.

Fɛnɲɛnɛma sugandili dafara, ka porozɛ piloti sinsinnen dɔ daminɛ, o bɛ nafa jira ka sɔrɔ ka faratiw dɔgɔya.

Pilot a rapide-se sɔrɔ fura

Porozɛ piloti fɛɛrɛbɔlen dɔ bɛ fɛn dilanni hakilina hakilitigiw sinsin k’a sɔrɔ a bɛ ɲɛtaa sumanikɛlanw lase dɔgɔkun damadɔ kɔnɔ sanni kalo caman kɔnɔ. Aw ye aw sinsin yɔrɔw kan minnu bɛ nɔba bila yɔrɔ minnu na, sensɛriw bilali bɛ se ka nafa yetaw jira joona.

Taabolo fɔlɔ : Aw bɛ buteliw dilanni sira dɔ sugandi min bɛ jɔli sɔrɔ tuma caman na min ma labɛn. Tuma caman na, selilu minnu ɲagaminen don kosɛbɛ, minnu hakɛ ka dɔgɔ, olu bɛ kɛ sababu ye ka piloti sigida ɲumanw di k’a sababu kɛ u ka baarakɛcogo gɛlɛnw ye ani u ka se ka ɲɛtaa caman sɔrɔ.

2nan : Ka sensɛri fitininw bila sen kan i n’a fɔ yɛrɛyɛrɛ jateminɛnanw, funteni jateminɛnanw, ani kuran jateminɛnanw ni Ruihua Hardware ka plug-and-play fɛɛrɛw ye minnu bɛ baara kɛ ni izini ɲɛmɔgɔ ye. O minɛn kɔrɔlen ninnu tɛ fɛn dilanni tigɛbaliya wajibiya walasa ka sigi sen kan, wa u bɛ daminɛ ka kunnafoniw dilan minnu bɛ se ka waleya o yɔrɔnin bɛɛ ni tiɲɛni ni dannaya ye min ka bon kosɛbɛ.

3nan : Sensɔrɔlanw ni sankaba sɛgɛsɛgɛli dakunw cɛsiri Azure IoT walima AWS IoT Core platforms fɛ. Lakɔlɔsili minnu bɛ kɛ waati yɛrɛ la, olu bɛ baarakɛlaw ladɔnniya ko minnu bɛ ka yiriwa sani u ka kɛ sababu ye ka fɛn dilanni jɔ.

Taabolo 4nan : Aw bɛ dɔgɔkun 4-6 sumani waatiw kɛ ka OEE jateminɛ basigilenw minɛ, o kɔfɛ ka baara kɛcogo suma ɲɔgɔn na waleyali kɔfɛ. Fɛɛrɛ minnu tigɛra, olu bɛɛ sɛbɛn walasa jɛkulu ka kumaɲɔgɔnya ka caya.

Piloti minnu bɛ se sɔrɔ teliya la, a ka c’a la, olu bɛ se ka 5-15% dɔgɔyali kɛ baarakɛbaliya waati kɔnɔ san fɔlɔ kɔnɔ, o bɛ ROI josiraw di minnu bɛ mɔgɔ bila ka baara kɛ ka caya.

Ruihua Hardware ka kiliyan wasalen dɔ y'a jira ko: 'An ka porozɛ piloti ni Ruihua ka sensor suite ye layini jɔli dɔgɔya ni 18% ye dɔgɔkun naani dɔrɔn kɔnɔ, ka tɛmɛ jigiya kan ani ka wariko ko tiɲɛ ka sɔrɔ ka layidu ta ka laseli dafalen kɛ yɔrɔ bɛɛ kɔnɔ.\

Metiriki	Sani Pilot ka kɛ	Pilot kɔfɛ	Fisayali
OEE	72% ye .	81% ye .	+9%
Stops minnu ma labɛn	18/dɔgɔkun kɔnɔ	12/dɔgɔkun kɔnɔ	-33% ye.
MTTR ye	Sanga 45nan kɔnɔ	Sanga 28nan na	-38% ye.

Piloti jaabiw ɲɛtaa bɛ fanga di ɲɛnabɔli bɛɛ lajɛlen sɛgɛsɛgɛli ma fɛn dilanni baara bɛɛ kɔnɔ.

Aw ye aw ka furakɛli kɛcogo sɛgɛsɛgɛ ani k’a kɛ cogo ɲuman na

Piloti ɲɛtaa bonya bɛ ɲini ka sɛgɛsɛgɛli kɛcogo sigilenw de wajibiya minnu bɛ kunnafonidilanw dafalen mara ka sɔrɔ ka baarakɛcogo nɔba bila. Architectures standardisées bɛ baarakɛcogo basigilen sabati ni sensor rezow bɛ bonya ka tɛmɛn fɛn dilanni sira caman kan.

Donanw sigicogo sariyasun ka tugu edge-to-cloud-to-MES/ERP siraw kɔ minnu bɛ dan tɛ sɛgɛsɛgɛli la. Donanw cogoyaw ni kumaɲɔgɔnya kɛcogo minnu bɛ bɛn ɲɔgɔn ma, olu bɛ jɛ-ka-baara gɛlɛyaw bali yiriwali waatiw la.

Ka filaninw nizɛriw bɛɛ lajɛlen waleya minnu bɛ fɛn dilanni sira bɛɛ modeli sanni ka kɛ masin kelen-kelenw ye. Nin misaliw bɛ taabolo caman yeli ladege sani u ka se ka baara kɛ farikolo la, ka dɔ bɔ waleyali faratiw la ani ka nafolo tilacogo ɲuman.

AI-driven scheduling algorithms (AI-driven scheduling algorithms) don senkan minnu bɛ fɛn caman Changement waatiw dɔgɔya ni hakilitigi ye ka kɛɲɛ ni production sequencing ye. O siratigɛw bɛ tariku cogoyaw ni waati yɛrɛyɛrɛ cogoyaw sɛgɛsɛgɛ walasa ka fɛn dilanni taabolo ɲɛ.

Ka ɲɛtaa siratigɛw sigi senkan minnu bɛ KPI baarakɛcogo jiginni kɔlɔsi ani ka kɔrɔfɔcogo misaliw dege kokura kalo saba o kalo saba. Masina kalanni algorisimuw bɛ fɛn kuraw de wajibiya tuma bɛɛ walasa ka tiɲɛni sabati ni minɛnw si hakɛ ni u baarakɛcogo bɛ ka wuli.

Donanw lakanani barikamaw waleya IoT minɛnw dantigɛli fɛ, kumaɲɔgɔnya siraw sirilenw fɛ, ani dondaw kɔlɔsili fɛɛrɛw fɛ minnu sinsinnen bɛ jɔyɔrɔ kan. Lakanali fɛɛrɛw bɛ hakililata lakana ka sɔrɔ ka sariyaw labatoli sabati.

E fɛn dilanni hakilitigiw sugu hakɛ min bolodara, n’o ye dɔrɔmɛ miliyari 790,91 ye san 2030 kɔnɔ, o b’a jira ko yiriwaliba bɛ se ka kɛ kuntaalajan kɔnɔ, min bɛ se ka kɛ furaw ye minnu bɛ se ka sɛgɛsɛgɛ. Ruihua Hardware ka feereli kɔfɛ baarakɛcogo bɛɛ lajɛlen bɛnkanw ye kalo saba o kalo saba sitɛmu kɛnɛyako jateminɛw ye, ka firimiwɛri kurayali kɛ ka ɲɛ, ani fɛɛrɛko dɛmɛni kɛrɛnkɛrɛnnenw, ka baara kɛcogo ɲuman sabati fɛɛrɛtigɛ ɲɛnamaya kɔnɔna bɛɛ la ni dannaya ye min tɛ se ka suma ni ɲɔgɔn ye.

Skala waleyali minnu bɛ kɛ ni Ruihua Hardware ɲɛnabɔcogo ye, a ka c’a la, olu bɛ OEE ɲɛtaa 20-30% sɔrɔ k’a sɔrɔ u bɛ ladonni musakaw dɔgɔya ni 25-35% ye, ni fɛɛrɛ kɔrɔfɔlenw ye minnu ka fisa. Fɛn dilanni hakilitigiw bɛ baarakɛminɛn barikamaw di fɛn dilannikɛlaw ma walasa ka fɛn dilanni jɔli waati musakabaw bɔ yen, ni jateminɛw ye minnu bɛ se ka fɔ ka ɲɛ, kɔlɔsili waati yɛrɛ la, ani otomatiki ɲɛnabɔli fɛ. Ni tugu nin fɛɛrɛ sigilen in kɔ — k’a ta musaka jateminɛ fɔlɔ la ka se baarakɛcogo dafalen ma — izini ɲɛmɔgɔw bɛ se ka OEE ɲɛtaa caman sɔrɔ k’a sɔrɔ u bɛ baarakɛcogo sabatilenw jɔ, minnu labɛnnen don siniko kama.

Ɲɛtaa kunba ye ka daminɛ ni porozɛ piloti sinsinnenw ye minnu bɛ se sɔrɔli teliya jira, o kɔfɛ, ka sɛgɛsɛgɛli kɛ cogo labɛnnen na ni fɛɛrɛ kuraw ye minnu sɛgɛsɛgɛra ani jɛɲɔgɔnw minnu bɛ se kosɛbɛ. Ruihua Hardware ka sensɛri furakɛlicogo bɛɛ lajɛlen n’a ka jɛ-ka-baara dɔnniya bɛ fɛn dilannikɛlaw dɛmɛ u ka nin fɛn caman tigɛli taama in ɲɛminɛ ni dannaya ye, ka sɔrɔw lase minnu bɛ se ka suman, minnu bɛ tɛmɛ tuma bɛɛ iziniw ka dantigɛliw kan, wa u bɛ jo di ka taa a fɛ ka wari bila fɛn dilanni hakilitigiw ka sekow la.

Ɲininkali minnu bɛ kɛ tuma caman na

A bɛ waati joli ta walasa ka fɛn dilanni fɛɛrɛ hakilitigi dɔ waleya?

A ka c’a la, piloti min sinsinnen don, o bɛ dɔgɔkun 4-6 ta k’a ta sensɛri sigili la fo ka se a sɔrɔcogo fɔlɔ ma. Fɛnɲɛnɛma dafalenw labɛnni bɛ daminɛ kalo 3 la ka se kalo 12 ma ka kɛɲɛ ni sistɛmu jɛ-ka-baara juguya ye ani fɛnsɔrɔsiraw bɛnkan min bɛ yen. Ruihua Hardware ka plug-and-play sensor modules bɛ se ka bila senkan tile kɔnɔ, o bɛ se ka kɛ sababu ye ka hakilina daliluw tiɲɛni teliya la ka sɔrɔ ka u yɛrɛ bila waleyalibaw la.

Ne bɛ se ka ROI jumɛn makɔnɔ ka bɔ baarakɛbaliya waati dɔgɔyali la?

A ka c’a la, tɔnw bɛ dɔ fara 5-20% kan minɛnw bɛɛ lajɛlen nafa (OEE) la, o bɛ baara kɛ ni san musaka dɔgɔyali ye, n’o ye 2-8% ye sɛnɛ musaka bɛɛ lajɛlen na. Sarali waatiw bɛ daminɛ kalo 6 la ka se kalo 18 ma ka kɛɲɛ ni sisan baarakɛbaliya hakɛw ye. Ruihua Hardware kliyanw ka teli ka 15% OEE ɲɛtaa sɔrɔ kalo wɔɔrɔ kɔnɔ an ka IoT edge modules bilali kɔfɛ, ni nafa wɛrɛw ye i n’a fɔ ladonni musakaw dɔgɔyali ani ka fɛnw lase waati kɔnɔ.

Sensɔrɔlan jumɛnw nafa ka bon walasa ka kɔlɔsili kɛ waati yɛrɛ la?

Sensɔrɔlan kolomaw ye yɛrɛyɛrɛ jateminɛnanw ye birikiw kɛnɛya kama, funteni jateminɛnanw walasa ka funteni sabati, fanga jateminɛnanw walasa ka fanga baaracogo sɛgɛsɛgɛli kɛ, ani gɛrɛgɛrɛ jateminɛnanw walasa ka minɛnw jɔ. Ruihua Hardware ka sɛgɛsɛgɛlikɛlanw bɛ se ka bɔnɛw nɔfɛtaama tigitigi kɛ ni jɔli gɛlɛnw ye minnu dabɔra fɛn dilanni sigida gɛlɛnw kama. Sensɔrɔlan wɛrɛw i n’a fɔ degun sɛgɛsɛgɛlikɛlanw ani jibɔlanw bɛ hakilina juguw di ka kɛɲɛ ni minɛn kɛrɛnkɛrɛnnenw magow ye.

Ne bɛ se ka furakɛli hakilitigiw ni ERP/MES kɔrɔlenw fara ɲɔgɔn kan cogo di?

Integration bɛ baara kɛ ni API standardized walima middleware platforms ye i n’a fɔ OPC UA walasa ka sensor dataw lase ERP/MES systems kɔrɔlenw kɔnɔ. O bɛ kɛ sababu ye ka fɛn dilanni waatibolodacogo ladilan waati yɛrɛ la ani ka jogoɲumanya lasɔmini otomatiki la k’a sɔrɔ a ma kɛ ni sistɛmu caman cili ye. Ruihua Hardware bɛ ɲɔgɔndɛmɛ baarakɛminɛnw di minnu bɛ kunnafonidilanw taabolo nɔgɔya baarakɛcogo ni kunnafoniko siratigɛw cɛ.

Ni n ka izini baarakɛlaw bɛ fɛɛrɛ kuraw kɛlɛ do?

Kɛlɛw ɲɛnabɔ ni bololabaara kalan bolodalenw ye, ka baarakɛlaw sen don pilotiw dilanni latigɛw la, ani ka se sɔrɔli teliya sɔrɔlenw jira minnu bɛ se ka ye. Yɛlɛma ɲɛnabɔcogo fɛɛrɛw ka kan ka sinsin cogo min na fɛɛrɛ kuraw bɛ dɔ fara u ka dɔnniya kan sanni ka hadamadenw ka dɔnniya bila u nɔ na. Aw bɛ a daminɛ ni mɔgɔ minnu b’a fɛ ka u ta joona, ka nafaw jira teliya la, ka dannaya don u la ni waleyali ye dɔɔni dɔɔni ni dɛmɛ ye min bɛ to senna ani ka kumaɲɔgɔnya jɛlen kɛ mɔgɔ yɛrɛ ka nafaw kan.

Ne bɛ se ka kunnafoniw lakanani sabati cogo di ni IoT minɛnw ye?

Lakanali sira caman waleyali i n’a fɔ minɛnw dantigɛli seereyaw, kunnafonidi bɛɛ lajɛlen sirili laban ni laban, firimiwɛriw ka patɔrɔnw ɲɛnabɔli tuma bɛɛ, ani ɛntɛrinɛti tilacogo min bɛ IoT taamasiyɛnw faranfasi ka bɔ tɔnw ka sistɛmuw la. Fɛɛrɛ wɛrɛw ye dondaw kɔlɔsili ye min sinsinnen bɛ jɔyɔrɔ kan, jatebɔ sɛbɛnni, ani izini lakanani sariyaw labatoli i n’a fɔ IEC 62443. Baara kɛ ni kumaɲɔgɔnya kɛcogo sirilenw ye ani ka minɛnw ɲɛnabɔcogo sariya bɛɛ sigi sen kan.

Yala ne bɛ se ka daminɛ fitinin na, ka nafa sɔrɔ hali bi fɛn dilanni hakilitigiw la wa?

Ɔwɔ, ka fɛn dilanni sira kelen laɲini min bɛ nɔba bila ni sensɛri danma ye, o bɛ se ka kɛ sababu ye ka dɔ bɔ baarakɛbaliya waati la min bɛ se ka suman dɔgɔkun damadɔ kɔnɔ. Waleya misɛnninw bɛ hakilinaw tiɲɛni di, ka baarakɛlaw kalanni siraw di, ani ka ROI kunnafoniw di minnu bɛ mɔgɔ bila ka miiri, minnu bɛ wariko latigɛbaw dɛmɛ. Piloti minnu bɛ se sɔrɔ teliya la, olu ka teli ka se ka 5-15% dɔgɔyali kɛ baarakɛbaliya waati la san fɔlɔ kɔnɔ, o bɛ fanga di izini bɛɛ ka yiriwali ma.