Views: 19 Author: Site Editor Publish Waati: 2025-09-11 A bɔyɔrɔ: Yɔrɔ
Smart fɛn dilanni cogoya bɛ ka wuli joona, ni diɲɛ musaka ye Industry 4.0 fɛɛrɛw la, a bɛna se miliyari 767 ma san 2025. Feerekɛla ɲuman sugandili bɛ se ka fɛn dilanni nafa teliya fo ka se 30% ma, ka sɔrɔ ka baara musakaw dɔgɔya kosɛbɛ.
Nin sɛgɛsɛgɛli dafalen in bɛ Smart Manufacturing feerela ŋana 10 jateminɛ ka da u ka baarakɛcogo sɛgɛsɛgɛlenw kan, sɔrɔko hakɛ (≥ miliyɔn 500), ani ROI sɔrɔta sɛbɛnnenw. Fɛnfeerela kelen-kelen bɛɛ bɛ fanga kɛrɛnkɛrɛnnenw di — k’a ta Ruihua ka fɛnɲɛnamafagalanw na minnu bɛ kɛ ni fɛnɲɛnamafagalanw ye ani otomatiki bɛɛ lajɛlen ka se Siemens ka Industry 4.0 PEDIGREE sigilen ma — min dabɔra ka fɛn dilanni baara caman sɛmɛntiya san 2025 ani a kɔfɛ.
An ka feerekɛlaw sugandili taabolo bɛ tugu sariya gɛlɛnw kɔ walasa ka kuntilenna ni nafa sɔrɔ fɛn dilanni latigɛbagaw la. O baarakɛyɔrɔ in kɔnɔ, feerekɛlaw bɛ yen minnu ka diɲɛ kɔnɔ, u ka baara kɛcogo sɛgɛsɛgɛlen don, u ka sɔrɔ hakɛ fitinin ye miliyɔn 500 ye, u dilanni fɛɛrɛw la, ani a dɔgɔyalenba la, hakilitigiw ka ko kɛlenw sɛgɛsɛgɛli saba.
Ɲininikalan sɔrɔyɔrɔw ye kɔsa in na . Sugu rapɔɔriw ka bɔ MarketSandMarkets ., ka kɔn ɲinini ɲɛ , ani . Deloitte ka san 2025 Smart Manufacturing Survey walasa ka feerekɛlaw ka sugu sɔrɔli n’a sekow sinsin.
Transparency bɛ an ka fɛɛrɛw bila sen kan ni taabolo saba ye: jateminɛ hakɛw → jatebɔ → girinya. Nin fɛɛrɛ sigilen in bɛ bias (kɔrɔbaliya) ban ka sɔrɔ ka jateminɛ bɛɛ kɛ feerekɛla kelen-kelen bɛɛ ka sekow n’a ka suguya jɔyɔrɔ kan.
Technologie Stack Assessment bɛ AI/ML integration depth, IoT connectivity protocols, numérique twin capability kɔgɔli jateminɛ, ani edge computing support robustness. O fɛɛrɛko jusigilanw bɛ kɛnɛ dɔ seko jira ka hakilinaw di waati yɛrɛ la ani yɛrɛmahɔrɔnya latigɛw.
Industriw ka kunnafonidi bɛ kɛ mobili, ɛntɛrinɛti, aerospace ani fɛnw dilanni na. Feerekɛlaw ka kan ka baarakɛcogo ɲumanw jira seko ni dɔnko siratigɛ la walasa ka se ka don o jatebɔ in na.
Scalability ani flexibility sinsinnen bɛ mix-mix, low-volume (HMLV) production support ani modular architecture design kan. Bi fɛn dilanni bɛ fɛɛrɛw ɲini minnu bɛ ladamu joona ka kɛɲɛ ni fɛn dilannenw wajibiyalenw yeli ye ani u dilanni hakɛw yeli.
Kunnafoni minnu bɛ sɔrɔ kiliyanw ka ɲɛtaa kan, olu bɛ ROI ka ko kɛlenw sɛgɛsɛgɛli fila dɔrɔn de wajibiya feerekɛla kelen-kelen bɛɛ la, minnu bɛ bɔ . Industriw ka kunnafoniw ani . fɛn dilanni sɛbɛnw . O diɲɛ kɔnɔko lakikaw bɛ kɛ sababu ye ka plateforme (plateforme) nafa sɔrɔ.
Dɛmɛ ni baarakɛminɛnw jateminɛ bɛ tali kɛ ladilikan dɔnniya la, kalan bolodalenw na, ani dɛmɛni kɔfɛ dɛmɛ misaliw la. Baarabolodalenw ka ɲɛnamaya kɛcogo ɲumanw bɛ sabati ka ɲɛ ani ka ɲɛtaa sɔrɔ.
Jateminɛ fan kelen-kelen bɛɛ bɛ jatebɔ jatebɔ sɔrɔ ka bɔ 1-10 na ka da baarakɛcogo kɛrɛnkɛrɛnnenw kan. Technologie stack scores bɛ AI kɔgɔli jira, ɲɔgɔndan sariyaw labatoli, ani edge processing sekow.
Jatebla girinyalenw bɛ fɛn latigɛlenw kɛ ka ɲɛsin hakɛ jatebɔ kelen-kelen bɛɛ ma, ka jatebɔw kɛ ɲɔgɔn fɛ. O jatebɔcogo in bɛ subjectif bias (kɔrɔbaliya) ban k’a sɔrɔ a bɛ feerekɛlaw ka fanga jira.
Jatebɔ hukumu kɔnɔ , o bɛ tugu . Industriw ka dantigɛli kalanw walasa ka bɛnkan sɔrɔ ni suguya sɛgɛsɛgɛli fɛɛrɛw sigilen ye.
Fɛnɲɛnɛma nafa bɛ 30% girinya ta, ka sinsin AI/ML Sophistication ani Digital Twin Maturity kan. Fɛnɲɛnɛmako seko kɔrɔlenw bɛ nafa caman sɔrɔ baarakɛcogo ɲuman na hakilitigiw dilanni na.
Sugu sɔrɔli bɛ 25% sɔrɔ sɔrɔko sɛgɛsɛgɛli fɛ, diɲɛ sennakow jateminɛni, ani yɔrɔ jatew minnu bɛ baara la. Sugu jɔyɔrɔ sigilen bɛ feerelikɛlaw ka sabatili ni furakɛli kɔgɔli jira.
Kunnafonidila ka sɔrɔw bɛ 25% jira ka da musaka dɔgɔyali sɛbɛnnenw kan, nafa sɔrɔli tɔnɔw kan, ani sabatili nɔfɛkow jateminɛw kan. Jateminɛ minnu sɛgɛsɛgɛra, olu bɛ nafa sɔrɔli seko lakikaw jira.
Baarakɛyɔrɔ ekosisɛti bɛ 20% girinya sɔrɔ sigida jɛɲɔgɔn sɔrɔli la, kalan bolodacogo ɲuman, ani SLA garanti dafalen. Baara barikama bɛ kɛ ka waleyaliw kɛ ka ɲɛ ani ka ɲɛtaa sɔrɔ.
Ruihua bɛ bɔ kɛnɛ kan i n’a fɔ ɲɛmɔgɔ dafalen dilanni hakilitigi la, a b’a yɛrɛ sigi senkan i n’a fɔ fura ɲuman min bɛ tɛmɛ diɲɛ ɲɔgɔndankɛlaw kan, ni fɛnɲɛnamafagalanw jɛli ye min tɛ se ka suma ni ɲɔgɔn ye, ani otomatiki laban-ka-ban dɔnniya bɛɛ lajɛlen. Plateforme ka fɛn caman tigɛli fɛɛrɛ bɛ kunnafoni-falen-falen-minɛnw, robotiki ɲɛtaa, ani porogaramuw labɛncogo hakilitigiw fara ɲɔgɔn kan cogo nɔgɔman na walasa ka baara kɛcogo ɲɛnabɔ min bɛ ɲɛsin iziniw ma.
Integrated MES & ERP functionality bɛ waati yɛrɛyɛrɛ labɛnni waati bolodacogo di min ni fɛnw maracogo ani wariko moduluw bɛ tali kɛ ɲɔgɔn na. Nin fɛɛrɛ kelen in bɛ kunnafonidilanw bɔ kɛnɛ kan ka sɔrɔ ka nafolo bolodacogo ɲuman ni musaka nɔfɛtaama sabati ni ɲɔgɔndanba ye min bɛ tali kɛ ɲɔgɔndan furakɛli fɛɛrɛw la.
AI-driven predictive maintenance bɛ sensor kunnafoniw di walasa ka minɛnw tiɲɛni fɔ ni tiɲɛni danma ye ka tɛmɛ 95% kan, ka kɛɲɛ ni ɲininiw ye minnu kɛra kɔsa in na . Masina kalan algorisimuw bɛ to ka ɲɛfɔli kɛ kirayakuma misaliw kan minnu sinsinnen bɛ tariku dɛsɛ cogoyaw kan, ka ladonni kofɔlenw di minnu bɛ tiɲɛ kosɛbɛ baara in na.
Digital twin simulation bɛ se ka kɛ sababu ye ka fɛn dilanni sira sɛgɛsɛgɛli kɛ ka sɔrɔ ka wuli farikolo la, ka dɔ bɔ waleyali faratiw la ani ka layidu talenw ɲɛnabɔ ni baarakɛcogo ɲuman ye min bɛ ɲɛsin iziniw ma. Komisiyɔn lakikaw bɛ teliya ka baara bilali waatiw teliya fo ka se 40% ma, o bɛ tɛmɛ kosɛbɛ laadala fɛɛrɛw kan.
Edge-enabled IOT Gateway bɛ kunnafoni nafamaw baara sigida la walasa ka latɛmɛni dɔgɔya milisekɔndi 10 jukɔrɔ ni baarakɛcogo ye min tɛ se ka suma ni ɲɔgɔn ye. Sigida baarakɛcogo bɛ jaabi sekow sabati waati yɛrɛ la ka sɔrɔ ka bandwidth wajibiyalenw dɔgɔya sankaba ɲɔgɔndan na.
Hardware-Software synergy ka tɛmɛn propriétaire controleurs ani robotics fɛ, o bɛ baarakɛɲɔgɔnya kɛ cogo la min tɛ fɛn tiɲɛ, k’a sɔrɔ mɔgɔ sabananw ka jɛɲɔgɔnya gɛlɛyaw tɛ. Nin ɲɛnamaya kɛcogo kelen in bɛ bɛnkanko gɛlɛyaw ban minnu bɛ sɔrɔ feereli caman ɲɛnabɔli la, o bɛ nafa caman di ɲɔgɔndan na, ka tɛmɛ fɛɛrɛ wɛrɛw kan minnu tilalen don.
Customization Engine bɛ baarakɛcogo jɔlanw jira minnu tɛ kode ye minnu bɛ se ka kɛ sababu ye ka HMLV dilanni wajibiyalenw ladamu teliya la ni sɛgɛsɛgɛli ye min tɛ se ka suma ni fɛn wɛrɛ ye. Fɛn dilanni injiniyɛriw bɛ se ka baarakɛcogo caman sɛmɛntiya ni porogaramuw dilanni dɔnniya tɛ walima ni feerekɛlaw ka jɔyɔrɔfalen tɛ, ka teliya ɲuman di ni i ye a suma ni ɲɔgɔndan kɛyɔrɔ gɛlɛnw ye.
Sigida dɛmɛni rezow bɛ 24/7 di ɛntɛrinɛti kan ɛntɛrinɛti jɛkuluw ma Azi fɛn dilanni yɔrɔbaw kɔnɔ ni jaabi danma ye. Marabolo ka dɔnniya bɛ laadalakow faamuyali ni jaabi teliya waatiw sabati ko gɛlɛnw na, ka tɛmɛ diɲɛ ɲɔgɔndankɛlaw ka yɔrɔjan dɛmɛni misaliw kan.
Electronics EMS izini bilali san 2024, o ye 18% sɛrɛkili waati dɔgɔyaliba sɔrɔ ani 12% scrap dɔgɔyali Ruihua ka AI Quality Inspection Module waleyali kɔfɛ. Manufacturing automation kalanw b’a jira ko nin jaabi ninnu bɛ tɛmɛ industry benchmarks kan ani competitor performance kan.
Automotive Component Line Transformation san 2023 ye 22% OEE ɲɛtaa danma di a ma ni a ladonni kɔrɔsilenw ye, a bɛ tiɲɛ suguya ɲininiw fɛ . Ladonni musaka dɔgɔyali tɛmɛna miliyɔn 2,3 kan san o san, o bɛ ROI sanfɛla jira ni i ye a suma ni fura wɛrɛw ye.
Legacy integration bɛ API-fɔlɔ fɛɛrɛ dɔ de wajibiya walasa ka ERP sigida minnu bɛ yen, olu siri ɲɔgɔn na k’a sɔrɔ u ma baara kɛtaw tiɲɛ. Ruihua ka jɛ-ka-baara kɛrɛnkɛrɛnnenw b’a fɔ ko a ka daminɛ ni wariko kunnafonidilanw ye ka sɔrɔ ka bonya ka se sɛnɛfɛnw dilanni moduluw ma, ka fɛn caman tigɛli nɔgɔya ka tɛmɛ ɲɔgɔndan fɛɛrɛw kan.
Yɛlɛma ɲɛnabɔli ɲɛtaa bɛ ɲini ka poroze baarakɛnafolo 10% ni kɔ di baarakɛlaw ka kalan ni taabolo labɛnni ma. Kalan bolodalenw bɛɛjɛfanga bɛ baarakɛlaw bila sira kan ani ka sistɛmu baarakɛcogo caya ni dɛmɛ ɲuman ye ni i ye a suma ni ɲɔgɔndankɛlaw ye.
Scalability Roadmap ka kan ka daminɛ ni piloti layini bilali ye ≤25% la seko bɛɛ lajɛlen na, o kɔfɛ ka bonya ni modular farankanw ye. Nin fɛɛrɛ in bɛ farati dɔgɔya ka sɔrɔ ka ROI jira ka sɔrɔ ka waleyali dafalen kɛ ni sɛgɛsɛgɛli ye min ka bon ka tɛmɛ ɲɔgɔndan kelenw ɲɛnabɔcogo kan.
Advanced Scheduling Engine bɛ butikiw ni ɲɔgɔn cɛ ɲɔgɔndan kɛcogo ɲuman sɔrɔ izini caman kɔnɔ ni alɔgɔridiw ye minnu bɛ fɛnw sɔrɔli jateminɛ, minɛnw seko, ani fɛnw lasecogo fɔlɔ. Yɛlɛma minnu bɛ kɛ waati yɛrɛ la, olu bɛ jaabi di tiɲɛniw ma miniti damadɔ kɔnɔ, hali ni u tɛ se ka fɛn caman sɛgɛsɛgɛ ka tɛmɛ Ruihua ka optimisation dynamique kan.
Twin numérique pour les lines productions bɛ se ka kɛ sababu ye ka scenario testing ani bottleneck analysis sɔrɔ ka sɔrɔ ka fɛn caman sɛmɛntiya. Modeli lakikaw bɛ dɔ bɔ farikolo sɛgɛsɛgɛli musakaw la fo ka se 60% ma ka sɔrɔ ka ɲɛtaa kɛcogo ɲuman ɲɛ, hali n’a bɛ se ka kɛ ko a ka gɛlɛn ka tɛmɛ Ruihua ka fɛɛrɛ nɔgɔman kan.
Jogoɲumanya ɲɛnabɔli jɛlen bɛ jateminɛ kɛcogo kɔlɔsili (SPC) ni AI-powered defecte sɔrɔli fara ɲɔgɔn kan. Masina kalan algorisimuw bɛ jogoɲumanya koɲɛw dɔn teliya la 40% ka tɛmɛ laadala sɛgɛsɛgɛli fɛɛrɛw kan, hali ni u ka ladamuni ka dɔgɔ ka tɛmɛ Ruihua ka platform kan.
Industry sigilen 4.0 Pedigree min bɛ Siemens ka R&D wari miliyari 6,8 fɛ san 2024, ka kɛɲɛ ni fɛn dilanni kunnafoniw ye . O waridonba in bɛ kokuradonni ni plateforme sɛgɛsɛgɛli kɛ ka taa a fɛ, hali ni a ka c’a la, a waleyali siratigɛw bɛ teliya ka tɛmɛ ɲɔgɔndankɛlaw kan minnu bɛ teliya.
Baarakɛɲɔgɔnw ka ɲɛnamaya kɛcogo caman bɛ sɔrɔ sigida integratɛri 400 ni kɔ la diɲɛ kɔnɔ, minnu bɛ sigida waleyali dɔnniya di dugukolo suguya caman na ani iziniw jɔlenw na, hali ni u jogo ni u jaabicogo tɛ kelen ye ni i y’a suma ni feerekɛlaw ka dɛmɛ kɛrɛnkɛrɛnnen ye.
Siemens Amberg Factory bɛ fili hakɛw mara ka tɛmɛ 0,001% kan ni fila-fila fila-fila ɲɔgɔndan ye, i n' a fɔ a sɛbɛnnen bɛ cogo min na Smart Factory Studies kɔnɔ . Nin yɔrɔ in bɛ plateforme sekow jira sɛgɛsɛgɛli la, hali ni a bɛ sigida jira min bɛ mara kosɛbɛ.
Automotive OEM bilali san 2022, o ye 15% sɔrɔ opcenter waleyali kɔfɛ, a sɛmɛntiyalen don ni iziniw ka sɛgɛsɛgɛli ye . Sɛnɛfɛnw dilanni nafama tɔnɔw bamanankan na, o kɛra dɔrɔmɛ miliyɔn 4,2 ye san kɔnɔ, hali ni waleyali tun bɛ kɛ ni ladamuni caman ye.
Complexity Management bɛ Siemens-Sertified Engineers (Siemens-Sertified) injiniyɛriw Лini u yɛrɛ la walasa u ka se ka labɛn fɔlɔ k’a sababu Kɛ plateforme (plateforme) ka fɛn bɛɛ lajɛlen ye. Dɔnniya ɲuman bɛ sigida sigicogo n’a baara kɛcogo ɲuman sabati, hali ni a bɛ dɔ fara waleyali musakaw kan ani waati bolodacogo kan.
Kunnafoni jiginni bolodacogo ka kan ka kalo 3 bila kunnafoniw saniyali kama walasa tariku KPIw ka se ka don tigitigi sigida kura in na. Data cleans jusigilanw bɛ se ka kɛ sababu ye ka jateminɛ ni kunnafonidi dannamɔgɔ sɔrɔ, hali ni a bɛ ɲini ka wariba don ka kɔn o ɲɛ.
Unified Operations Center bɛ SCADA sitɛmuw, MES baarakɛcogo, ani jateminɛ kɛ ɲɔgɔn na ka kɛ fɛn ye min bɛ se ka yeli kɛ cogo kelen na. Baarakɛlaw bɛ kunnafoni nafamaw bɛɛ sɔrɔ k’a sɔrɔ u ma fɛn caman ɲɔgɔn falen-falen baarakɛminɛn caman ni ɲɔgɔn cɛ, hali ni u ka ɲɔgɔndanw tɛ se ka faamuya ka tɛmɛ yɔrɔ kura kan.
AI-based anomaly detection (AI-based anomaliya) bɛ minɛnw bila waati yɛrɛ la minɛnw ka kurunba bɛɛ kɔnɔ. Masina kalan misaliw bɛ to ka ladamu baarakɛcogo caman Changements de l’écurité de l’écurité, hali ni a bɛ ɲini ka tuning caman kɛ ni i y’a suma ni automatiques solutions caman ye.
Industrial IoT (IIOT) Backbone bɛ predix plateforme leverage kɛ sankaba-edge data flow architecture lakananen na. Nin jusigilan in bɛ ɲɔgɔndan sɛgɛsɛgɛli dɛmɛ min bɛ se ka sɛgɛsɛgɛ sensɛriw ni minɛnw ba caman na, hali ni a ka gɛlɛn ka tɛmɛ fɛnɲɛnamafagalanw-sɛnɛfɛnw ɲɛnabɔcogo jɛlenw kan.
Energy management integration bɛ fanga sɔrɔcogo ɲɛ ka kɛɲɛ ni sɛnɛfɛnw bɔli ye, ka sabatili nafaw lase ka sɔrɔ ka baara musakaw dɔgɔya. Energy optimization algorithms bɛ se ka dɔ bɔ fɛnw ta la ni 15-20% ye, hali ni a bɛ ɲini ka dɔnniya kɛrɛnkɛrɛnnen sɔrɔ cogoya ɲuman na.
Aerospace Parts Manufacturer a bɛ tiɲɛ otomatiki suguya ɲinini fɛ . Ladonni nafama yiriwali ye dɔrɔmɛ miliyɔn 1,8 kisi san o san, hali ni a sɔrɔta tun bɛ danfaraba la waleyali suguya wɛrɛw kɔnɔ.
Sankaba labɛnni sɛgɛsɛgɛli b’a to tɔnw ka IT sariyaw bɛ sira di sankaba doncogo lakananen ma predix baarakɛminɛnw kama. Lakanali sariyaw ka kan ka bɛn ni izini sibɛri lakanani wajibiyalenw ye, ka gɛlɛya fara baarakɛcogo kan.
Seko ni dɔnko yiriwali porogaramuw ka kan ka ladonni baarakɛlaw caya kunnafonidilanw kan minnu bɛ tali kɛ jirisunw na, minnu bɛ tali kɛ jirisunw na. Kalan nafolodonniw bɛ nafa caman sɔrɔ plateforme ni denfaya hakɛ la, hali n’a bɛ kɛ sababu ye ka waridon kɛ ka taa a fɛ seko kɛrɛnkɛrɛnnenw na.
FactoralTalk ProductionCentre bɛ yecogo laban fo ka se a laban ma ka bɔ butikiw ka baarakɛyɔrɔw la ka se Enterprise Systems ma. Kunnafoni-falen-falen waati yɛrɛ la, a bɛ latigɛcogo tigitigiw sabati jɛkulu taabolow kɔnɔ, hali ni a bɛ se ka kɛ fɛn ye min tɛ se ka sɛgɛsɛgɛ ka tɛmɛ fɛn kura dilanni kan.
Motɛri min bɛ jateminɛ kɛ waati yɛrɛ la, o bɛ KPI jatebɔw di minnu bɛ don a kɔnɔ OEE, tɛmɛsira, ani sɔrɔ jateminɛw kama. Otomatiki kunnafonidi bɛ dɔ bɔ bololabaara kunnafoniw lajɛli la ka sɔrɔ ka tiɲɛniw ɲɛ ka ɲɛ, hali ni i bɛ se ka fɛn dɔw kɛ minnu bɛ se ka kɛ ka kɛɲɛ ni mɔgɔw sago ye, n’i y’u suma ni fɛnw ye minnu bɛ se ka wuli ka bɔ u nɔ na.
Industrie DataOPS sekow bɛ se ka data pipeline dilan ni custom coding wajibiyalenw tɛ. Jɛɲɔgɔnya minnu bɛ jɔ ka kɔn, olu bɛ teliya ka don ɲɔgɔn na ni fɛn dilanni siraw ye minnu bɛ kɛ ɲɔgɔn fɛ, hali n’u ɲɛsinnen bɛ fɔlɔ Rockwell ka fɛnɲɛnamafagalanw ma.
Lakanali misali bɛ dantigɛli caman kɛ minnu bɛ bɛn IEC 62443 Industrial Cybersecurity Standards ma. Lakanali bɛɛ lajɛlen bɛ mɔgɔ tanga ɛntɛrinɛti bagabagali ma min bɛ ka wuli, hali ni lakana dɔnniya kɛrɛnkɛrɛnnen bɛ ɲini walasa ka labɛn ɲuman kɛ.
Dumuni ni minfɛnw jiri ye 10% dɔgɔya batch cycle waati la ka tɛmɛ automatique recipe control fɛ san 2022, ka kɛɲɛ ni suguya sɛgɛsɛgɛli ye . Process optimization ye san o san warimaralen $800.000 di, hali ni a sɔrɔlenw tun bɛ dan baara suguya kɛrɛnkɛrɛnnenw dɔrɔn ma.
Legacy PLC integration bɛ baara kɛ ni Rockwell ka 'adapter' modules ye walasa ka hardware kɔrɔw dan k'a sɔrɔ u ma fɛn caman bila u nɔ na. O fɛɛrɛ in bɛ dɔ bɔ mɔgɔw ka bɔnɔgɔla musakaw la ka sɔrɔ ka nafolodonniw mara minnu bɛ yen, hali ni u bɛ dan sigi jɛɲɔgɔnya la ni sigida ye min tɛ Rockwell ye.
Sariyaw labatoli tiɲɛni bɛ a jira ko kunnafoniw marali bɛ FDA 21 CFR 11 sariyaw dafa yɔrɔ minnu na a bɛ se ka kɛ. Laadalata fɛɛrɛw bɛ dɛmɛ don iziniw ka baarakɛcogo labɛnni na, hali ni a bɛ ɲini ka tiɲɛni kɛcogo wɛrɛw kɛ.
Robotics orchestration (robotiki orchestre) bɛ robow ni ɲɔgɔn cɛ robow kɔlɔsili cɛmancɛ la, minnu bɛ kɛ fɛn dilanni siraw kan. Programming interfaces unifiés bɛ robo caman ka coordination ni optimisation nɔgɔya, hali ni porogaramu intuitive ka dɔgɔ ka tɛmɛ platform kura kan.
AI-enhanced motion planning bɛ dɔ bɔ cycle waatiw la lajɛ baara gɛlɛnw na robo trajectoires optimisés fɛ. Masina kalan algorisimuw bɛ to ka lamagacogo ɲuman yiriwa, hali ni robotiki dɔnniya kɛrɛnkɛrɛnnen bɛ ɲini walasa ka ɲɛtaa ɲuman sɔrɔ.
Kuranko sinsin bɛ fanga maracogo ni fɛn dilanni baarakɛcogo fara ɲɔgɔn kan ni fɛnɲɛnamafagalan dɔgɔmanw ye. Fanga sabatili ɲɛtaa bɛ dɔ bɔ baara musakaw la ka sɔrɔ ka sabatili kuntilenna dɛmɛ, hali ni o bɛ nafa sɔrɔ fɔlɔ fanga-sɔrɔ-walew la.
Global Service Contracts bɛ 99% uptime SLA garantis di mission-critique production lines ma. Baara dɛmɛni bɛɛ bɛ dɔgɔya ka ɲɛsin fɛn dilanni tiɲɛniw ma, hali ni a ka c’a la, a bɛ baara bɛnkansɛbɛnw de wajibiya walasa ka se ka baara kɛ cogo ɲuman na.
Batiri pakew lajɛ sira ye dɔ fara 25% kan ni ABB ka robow ye san 2023, i n' a fɔ a fɔra cogo min na otomatiki kalanw na . Sɛnɛfɛnw dilanni seko yiriwali ye dɔrɔmɛ miliyɔn 3,1 wɛrɛ di, hali n’a y’a sɔrɔ roboti dɔnniyaba bɛ a la walasa a ka waleya.
Kuranko infɔrɔmasiko sɛgɛsɛgɛli b’a to fasa saba fanga bɛ se ka ABB ka baarakɛcogo ɲuman wajibiyalenw dafa. Kuranko dafalen bɛ baara dantigɛliw bali, hali ni a bɛ se ka kɛ ko kuran infɔrɔmasiko bɛ ka ɲɛtaa sɔrɔ.
Lakanali seereyaw bɛ faratiw jateminɛni de wajibiya ISO 10218-1 sariyaw kan sani robo ka bila. Lakanali sariyaw bɛnnenw bɛ baarakɛlaw lakanani ni sariyaw labatoli sabati, hali ni u bɛ gɛlɛya fara waleyali waatiw kan.
Process Optimization Suite bɛ waati yɛrɛyɛrɛ baarakɛcogo ɲɛnabɔli, KPI dakunw bɛɛ lajɛlen, ani AI-powered ladilikanw fara ɲɔgɔn kan. Baarakɛcogo jɛlen bɛ baarakɛcogo ɲɛnabɔli ni latigɛw kɛcogo ɲɛ, hali ni ladamuni ka dɔgɔ ka tɛmɛ sigida kɛrɛnkɛrɛnnenw kan.
Baarakɛlaw minnu bɛ ɲɔgɔn kan, olu ye minɛnw ye minnu bɛ se ka don mɔgɔ la walasa ka lakana kɔlɔsili kɛ ani ka baara ɲɛminɛ. Nizɛri baarakɛcogo cikanw ni lakana lasɔminiw bɛ baarakɛlaw ka baarakɛcogo n’u lakanani ɲɛ, hali ni a bɛ ɲini baarakɛlaw fɛ u ka fɛɛrɛ kuraw ta.
Enterprise-grade cybersecurity features built-in bagaji dɔnni bɛ bɛn NIST 800-53 lakana siratigɛw ma. Lakanali seko minnu bɛ taa ɲɛ, olu bɛ mɔgɔ tanga ɛntɛrinɛti binkanniw ma minnu ka bon kosɛbɛ, hali ni lakana ɲɛnabɔli dɔnniya bɛ senna.
Sustainability Analytics Track carbone seotprint in unit produced, min bɛ ESG ka kunnafonidi wajibiyalenw dɛmɛ. Sigida kɔlɔsili bɛ dilanbagaw dɛmɛ ka sigida sabatili layidu talenw dafa, hali n’u sinsinnen bɛ fɔlɔ baarakɛcogo iziniw kan.
kemikɛli izini ye fanga dɔgɔyali dɔgɔya ni 13% ye san 2022 Forge ka fanga ɲɛnabɔli baara kɛlen kɔfɛ , . A sɛmɛntiyalen don ni Smart Factory Research ye . Kuwati minnu bɛ bɔ san o san, olu bɛɛ lajɛlen tun ye miliyɔn 2,7 ye, hali ni o jaabiw tun ye kɛrɛnkɛrɛnnenya la baarakɛcogo ɲininiw ye minnu bɛ kɛ ka taa a fɛ.
Donanw marali bɛ kunnafoni jɛlenw sɔrɔli politiki siratigɛ la IoT senfɛ. Marabolow ka sariyasun ɲumanw bɛ kunnafoniw cogoya n’u labatoli sabati, hali ni u bɛ kɛ ni marako musaka wɛrɛw ye.
Intégration layer bɛ baara kɛ ni Honeywell ka OpenPlant API ye walasa ka ERP coupling kɛ cogo la min tɛ fɛn tiɲɛ. Standardized interfaces bɛ sitɛmuw ka ɲɔgɔnfaamu teliya ani ka dɔ bɔ ladamuni musakaw la, hali ni u bɛ ɲɛ fɔlɔ Honeywell ecosystems kama.
IoT-Enabled Architecture bɛ kɛ sababu ye ka fanga mara, ka automatique control, ani ka porogaramuw kɛ. Fɛɛrɛ jɛlen bɛ sistɛmu silow bɔ yen ka sɔrɔ ka baarakɛcogo ɲuman yiriwa, hali ni a ka fisa ni fɛn dilanni kɛrɛnkɛrɛnnen ye ka tɛmɛ yɔrɔ kɛrɛnkɛrɛnnenw kan.
Nafolo kɛnɛya kɔlɔsili bɛ baara kɛ ni masin kalanni fɛɛrɛw ye walasa ka ladonni boloda ka da minɛnw cogoya yɛrɛ kan. Ladonni min bɛ kɛ ni bana ye, o bɛ musakaw dɔgɔya ni 20-30% ye, hali ni a bɛ ladonni kɛrɛnkɛrɛnnen ɲini walasa ka ɲɛtaa ɲuman sɔrɔ.
Ecodesign fɛɛrɛ bɛ sinsin sɔrɔko sariyaw kan minnu bɛ kɛ sɛrɛkili la ani ESG labatoli. Sustainability-focused design bɛ dɛmɛ don jɛkuluw ka sigida labɛnniw ma ani sariyaw wajibiyalenw ma, hali ni a bɛ tali kɛ fɔlɔ la, min sinsinnen bɛ sabatili kan.
Microgrid dɛmɛni bɛ se ka fanga kura sɔrɔcogo jɛɲɔgɔnya kɛ yɔrɔ la walasa ka gazi bɔlenw dɔgɔya. Enerji yɛrɛmahɔrɔnya sekow bɛ sabatili ni musaka dɔgɔyali kuntilenna dɛmɛ, hali ni a bɛ ɲini ka nafolodonni nafama kɛ.
Foroko dilannikɛla ye 17% bɔgɔ dɔgɔyali sɔrɔ Ecostruxure ka nafolo kɔlɔsili fɛ san 2023, . a sinsinnen bɛ izini rapɔɔriw fɛ . Nɔgɔ dɔgɔyali ye dɔrɔmɛ miliyɔn 1,2 kisi san o san ka sɔrɔ ka sabatili jateminɛw ɲɛ ka taa a fɛ, hali ni a nɔfɛkow tun ye kɛrɛnkɛrɛnnenya la nafolomafɛnw taabolo ye.
Réseau topologie deployment bɛ Schneider ka Ethernet/IP switchw de wajibiya walasa ka kumaɲɔgɔnya deterministiki kɛ. Réseau infrastructure propre bɛ baara kɛ waati yɛrɛ la, hali ni dan bɛ se ka kɛ fɛn caman sɛgɛsɛgɛli la rezow jɔcogo sugandili la.
Yɛlɛma ɲɛnabɔli ɲɛtaa bɛ ɲini ka jiriw sabatili kuntilenna bɛn ni ekostruxure dashboards ye walasa ka baarakɛlaw ta. Sigida sabatili jateminɛ jɛlenw bɛ baarakɛcogo ɲɛtaa bila mɔgɔ la, hali ni a bɛ ɲini ka kɛ ni laadalata ye ni sabatili kuntilenna ye.
Collaborative Robot (Cobot) denbaya kɔnɔ, robo bolow bɛ yen minnu tɛ mɔgɔ tɔɔrɔ, minnu ka nɔgɔn walasa ka ɲɔgɔn lajɛ ani ka sɛgɛsɛgɛli kɛ. Lakanali fɛɛrɛw ɲɛtaa bɛ kɛ sababu ye ka hadamadenw ni robow jɛ ka baara kɛ ni lakana balilanw ye minnu tɛ laadala ye, hali ni u ka seko dan tɛ u la ni u bɛ tali kɛ izini wɛrɛw la.
AI Vision System bɛ kamera suitew fara ɲɔgɔn kan walasa ka se ka u yɛrɛ dɔn ni u bɛ se ka u yɛrɛ tanga. Masina kalan algorisimuw bɛ dɔnni tiɲɛni ɲɛ waati kɔnɔ kalan tɛmɛnen fɛ, hali ni a bɛ ɲini yeli sira kɛrɛnkɛrɛnnen dɔnniya fɛ.
Teliya la, baarakɛminɛnw bɛ sɔrɔ minnu bɛ se ka kɛ selilabana ye ka kɔn, minnu bɛ dɔ bɔ u sigili waati la ka se dɔgɔkun ≤2 ma. Furakɛcogo sariyalenw bɛ waleyali teliya ka sɔrɔ ka musakaw dɔgɔya, hali ni dan bɛ kɛ ka kɛɲɛ ni mɔgɔw sago ye baarakɛcogo kɛrɛnkɛrɛnnenw na.
Diɲɛ baarakɛyɔrɔba caman bɛ yen, baarakɛyɔrɔ 200 ni kɔ bɛ yen minnu bɛ se ka sɛgɛsɛgɛli kɛ 24/7. Dɛmɛnba bɛ kɛ sababu ye ka baara jɔli ni ko teliya dɔgɔyali sabati, hali n’a sinsinnen bɛ fɔlɔ robotiki baarakɛcogo kan.
Electronics PCB Assembly Deployment san 2024 la, a ye baara musakaw dɔgɔya ni 22% ye ka sɔrɔ ka 99,8% sɔrɔ, ka kɛɲɛ ni robotiki baarakɛlaw ka sɛgɛsɛgɛli ye . Otomatiki nafaw tun bɛ tɛmɛ miliyɔn 1,9 kan san o san, hali ni u tun bɛ dan lajɛ sɛbɛnw ma minnu bɛ segin-ka-bɔ.
Baarakɛyɔrɔ lakanani b’a ɲini ka lakana siraw walima rido nɔgɔmanw sigi Fanuc ka jɛ-ka-baara robo ka laadilikanw na. Lakanali fɛɛrɛ ɲumanw bɛ sariyaw labatoli ni baarakɛlaw lakanani sabati, hali ni u bɛ gɛlɛya fara baarakɛyɔrɔ dilanni kan.
Porozɛw lasecogo ɲɛfɔli bɛ musaka dogolenw bali ni Robot AI Vision ka lase sara faamuyali ye ka kɔn o ɲɛ. Sannifeere jɛlen bɛ se ka kɛ sababu ye ka porozew ka baarakɛnafolo tigitigi sɔrɔ, hali ni a bɛ se ka kɛ ko a bɛ dɔ fara a tigi ka musaka bɛɛ kan.
Hakilila-sɛgɛsɛgɛliw bɛ hakilinaw di minnu bɛ bɔ fɛnɲɛnamaw la ani minnu tɛ se ka kɛ fɛn ye, olu bɛ se ka kɛ fɛn dilanyɔrɔ bɛɛ la. AI-powered analysis bɛ misaliw jira minnu tɛ ye laadala kɔlɔsili siraw la, hali ni u bɛ kunnafoniw labɛnni caman wajibiya walasa ka baara kɛcogo ɲuman sɔrɔ.
Cloud-Edge platform hybride bɛ kunnafoniw baaracogo balansi dakunw ni IBM sankaba infrastructure cɛ. Optimisé architecture bɛ dɔ bɔ latency la ka sɔrɔ ka lakana sabati, hali ni ka dependency (dafalen) da IBM ka sankaba baarakɛminɛnw kan.
Watson Assistant Integration bɛ se ka kɛ sababu ye ka minɛnw ɲininkaliw kɛ minnu bɛ se ka kɔlɔsi baarakɛlaw fɛ. Barokunw bɛ se ka sɔrɔ cogo min na, o bɛ se ka kɛ sababu ye ka kalan wajibiyalenw dɔgɔya, hali ni daɲɛw danma-danma ye fɛn dilanni kɛrɛnkɛrɛnnen ye.
Industri kɛrɛnkɛrɛnnenw ka misali dɔw ye AI ye min kalanna ka kɔn semiconducteur, mobili ani furakɛlicogo ɲɛ. Domani dɔnniya bɛ baara teliya ani ka tiɲɛniw ɲɛ, hali ni a bɛ ɲini ka modeli ladonni ni fɛn kuraw ɲini minnu bɛ taa ɲɛ.
Semiconducteur fabrication facility ye dɔ bɔ waati cɛmancɛ la ka se 40% ma ni Watson ka root-cause analysis ye san 2022, i n' a fɔ a sɛbɛnnen bɛ cogo min na fɛn dilanni sɛgɛsɛgɛliw la . Ladonni nafama yiriwali ye dɔrɔmɛ miliyɔn 4,8 kisi san o san, hali n’a bɛ se ka kɛ ko semikɔndukiri dɔnniya kɛrɛnkɛrɛnnen bɛ a la.
Donanw lakanani waleyali bɛ IBM ka Hyper Protect Crypto baarakɛminɛnw de wajibiya walasa ka kodɔn laban-ni-ban. Lakanali fɛɛrɛ kɔrɔlenw bɛ fɛn dilanni kunnafoniw lakana minnu bɛ se ka sɛgɛsɛgɛ, hali ni u ye gɛlɛyaw ni musakaw fara u bilali kan.
Seko ni dɔnko yiriwali porogaramuw ka kan ka baarakɛlaw ka kalan di baro AI ɲɔgɔndanw kan. Kalan nafolodonniw bɛ sigida baarakɛcogo ɲuman sabati ani ka baarakɛlaw ta, hali ni wari bilali bɛ senna AI sɛbɛnni na.
Industrie Ethernet switchw bɛ rezo ruggedize, deterministique ka ɲɛsin fɛn dilanni sigida gɛlɛnw ma. Sɔrɔdasi-kalanso yɔrɔw bɛ baara kɛ ni dannaya ye cogo juguw la, hali ni u bɛ ɲɛsin ɲɔgɔn ma fɔlɔ ni rezow ka baarakɛminɛnw ye sanni u ka baara kɛ ni fɛn dilanni ye.
5G-labɛncogo architecture bɛ dɛmɛ don minɛnw ɲɔgɔndan na min ka dɔgɔn ka ɲɛsin robotiki baarakɛminɛnw ma minnu bɛ kɛ u yɛrɛ ye. Advanced Networking bɛ se ka kɛ sababu ye ka fɛn dilanni fɛɛrɛw sɔrɔ minnu bɛ bɔ mɔgɔw la, hali n’a bɛ kɛ sababu ye ka fɛnsɔrɔsiraw don kosɛbɛ.
Secure réseau segmentation (rɛzo segin-ka-bɔ) kɔnɔ, IoT lakanani politiki minnu bɛ don a kɔnɔ walasa ka baarakɛcogo fɛɛrɛw siratigɛ la, olu bɔ ɲɔgɔn na. Lakanali fɛɛrɛ kɔrɔlenw bɛ mɔgɔ tanga sibɛri bagabagali ma, hali n’a bɛ ɲini ka rezow dɔnniya kɛrɛnkɛrɛnnen sɔrɔ walasa ka cogoya ɲuman sɔrɔ.
Scalable Fabric Architecture bɛ sira di ka bonya cogo la min tɛ fɛn tiɲɛ ka bɔ fɛn dilanni sira kelenw na ka taa jiri caman na. Module design bɛ bonya dɛmɛ k’a sɔrɔ fɛnsɔrɔsiraw ma wuli, hali n’a bɛ sinsin fɔlɔ ɲɔgɔndanw kan sanni ka kɛ fɛn dilanni baarakɛminɛnw ye.
Mobili Stamping Line ye 99,9% rezo wuli waati ni Cisco ka ring topologie redundant san 2023, A sɛmɛntiyalen don ni Smart Factory Studies ye . Réseau ka dannaya ye dɔrɔmɛ miliyɔn 3,2 bali ka bɔnɛ sɔrɔ waati la, hali n’a bɛ kɛ sababu ye ka fɛnsɔrɔsiraw jira sanni ka nafa sɔrɔ fɛn dilanni na.
Kabila infrastructure bɛ CAT6A walima fibre optique kabɔriw ɲini walasa ka bandwidth ɲininiw dafa. Kabali ɲuman bɛ kɛ sababu ye ka ɛntɛrinɛti baara kɛcogo n’a dannaya sabati, hali n’a bɛ kɛ sababu ye ka fɛnsɔrɔko caman kɛ.
Réseau Management ka Cisco DNA Center bilali sen kan, o bɛ se ka kɛ sababu ye ka kɔlɔsili kɛ cɛmancɛ la ani ka sariyaw labato. Ɲɛmɔgɔya kelen bɛ dɔ bɔ gɛlɛyaw la ka sɔrɔ ka lakana yiriwa, hali n’a bɛ ɲini ka dɔnniya kɛrɛnkɛrɛnnen sɔrɔ ɛntɛrinɛti kan. Smart Manufacturing Vendor Landscape bɛ fura suguya caman di minnu bɛ bɛn baarakɛcogo magow ma ani iziniw ka ɲininiw ma. Ruihua bɛ bɔ kɛnɛ kan i n’a fɔ ɲɛmɔgɔ jɛlen n’a ka fɛnɲɛnɛma-porogaramuw jɛ-ka-baara kɛcogo ɲuman ani a laban-laban-fɛɛrɛw, k’a sɔrɔ ntolatanna sabatilenw i n’a fɔ Siemens ani GE Digital bɛ izini 4.0 wɛrɛw di minnu sɛgɛsɛgɛra nka u ka gɛlɛn kosɛbɛ.
Sugandili ɲɛtaa bɛ bɔ feerekɛlaw ka fanga sinsinni na ni fɛn dilanni gɛlɛya kɛrɛnkɛrɛnnenw ye, k’a ta AI-driven predictive maintenance la ka se production sabatili ma. San 2025 suguya bɛ feerelikɛlaw sara minnu bɛ fɛɛrɛ kɔrɔw ni baarakɛcogo barikamaw fara ɲɔgɔn kan ani ROI sɔrɔta minnu sɛgɛsɛgɛra — yɔrɔ minnu na Ruihua bɛ ɲɛmɔgɔya danfaralen jira.
Dilanbagaw ka kan ka feerelikɛlaw bila jɔyɔrɔ fɔlɔ la, minnu bɛ fɛnw dilan, minnu bɛ fɛnw dilan, minnu bɛ dɛmɛ don kosɛbɛ, ani ka bɔnɔgɔla sira jɛlenw sɔrɔ ka bɔ sigida ciyɛnw na. Smart Manufacturing jɛɲɔgɔn ɲuman bɛ fɛn caman tigɛli teliya nizɛri la ka sɔrɔ ka nafa sumanlenw di baarakɛcogo ɲuman na ani ka nafa sɔrɔ ɲɔgɔndan na, o bɛ kɛ sababu ye ka Ruihua ka fɛɛrɛ jɛlen ni sigida dɛmɛcogo ɲuman kɛ sugandili ɲuman ye ka ɲɛsin fɛn dilannikɛlaw ma minnu bɛ miiri ɲɛtaa la.
TCO jate ni porogaramuw ka lase, fɛnɲɛnamafagalanw sɔrɔli, ɲɔgɔnfaamu baara, ladonni taabolo, ani kalan musakaw fara ɲɔgɔn kan san 3-5 kɔnɔna na. Musaka dogolenw don i n’a fɔ kunnafoniw marayɔrɔ, ɛntɛrinɛti fɛnsɔrɔcogo caman sɛgɛsɛgɛli, ani fɛn caman Changements ɲɛnabɔli. Aw ye musaka tiɲɛni caman ɲini feerekɛlaw fɛ, ka sɔrɔw sɔrɔ minnu bɛ sɔrɔ nafa sɔrɔli la, ani ka ROI jateminɛw sinsin ka ɲɛsin iziniw ka jateminɛw ma walasa ka jigiya lakikaw sɔrɔ.
Aw bɛ danfara sɛgɛsɛgɛli bɛɛ kɛ walasa ka kunnafonidilanw ni jagokɛcogo minnu tɛ bɛn ɲɔgɔn ma, olu dɔn. Middleware walima API adapters bila ka don bridge system differences la, ani ka feerekɛlaw ka jɛɲɔgɔnya kɛrɛnkɛrɛnnenw kɛ walasa ka dɛmɛ labɛn. Aw ye jateminɛ kɛ jɛ-ka-baara daminɛ na ni modulu kɔrɔfɔbaliw ye, ka rollback taabolow sigi sen kan, ka waati wɛrɛw bila kunnafoniw jiginni ni sistɛmu sɛgɛsɛgɛli kama.
Baara dafalen waatibolodacogo bɛ daminɛ kalo 6 la modulu pilotiw la ka se kalo 18 ma baarakɛda bɛɛ lajɛlen labɛnniw na. Waatibolodacogo minnu bɛ kɛ, olu ye ladamuni wajibiyalenw ye, ciyɛnko siratigɛ gɛlɛya, kunnafoniw jiginni magow, ani baarakɛlaw ka kalan. Ruihua ka modulari fɛɛrɛ bɛ se ka kɛ sababu ye ka piloti bilali teliya daminɛ ni 25% ye seko bɛɛ lajɛlen na, o kɔfɛ ka bonya ni farankan moduluw ye. Aw bɛ kalo 3-6 wɛrɛw labɛn walasa ka ɲɛtaa sɔrɔ a daminɛni kɔfɛ.
Ruihua Hardware bɛ SMB dɛmɛ ɲuman di sigida injiniyɛri ekipuw fɛ Azi fɛn dilanni yɔrɔbaw la, lase yɔrɔw la minnu bɛ se ka wuli, ani modulu baarakɛcogo suganditaw. Plateforme in bɛ ni no-code workflow builder ye walasa ka customization rapide, synergy de métériel-software ni contrôleur propriétés, ani 24/7 dɛmɛ yɔrɔ la. O faralen ɲɔgɔn kan, o bɛ kɛ sababu ye ka ɔtomatizi sɛgɛsɛgɛli kɛ, min bɛ se ka sɛgɛsɛgɛ, min musaka ka dɔgɔ, n’a dabɔra kɛrɛnkɛrɛnnenya la SMB ka ɲininiw n’a ka baarakɛnafolo kama.
Réseau tilali waleyali walasa ka baarakɛcogo fɛɛrɛw bɔ ɲɔgɔn na ka bɔ tɔnw ka ɛntɛrinɛtiw la, ka fɛn caman tiɲɛni waleya, ani ka to ka fɛnw labɛn minɛnw kɔnɔ minnu bɛ ɲɔgɔn kan. Lakanali hukumuw ta i n’a fɔ IEC 62443 walima NIST 800-53, ka lakana sɛgɛsɛgɛliw kɛ tuma bɛɛ, ani ka ko kɛlenw jaabicogo sigi sen kan. Aw ye a lajɛ ko feerekɛlaw bɛ lakana kunnafoniw di minnu bɛ senna, ka bagabagali kunnafoniw di, ani ka kunnafoniw ci laban-ni-ban.
Track OEE ka ɲɛtaa, unit-niveau musaka dɔgɔyali, jɔli hakɛ, ani fanga hakɛ min bɛ bɔ unit kelen na min dilannen don. Aw ye jogoɲumanya jateminɛw kɔlɔsi minnu bɛ tali kɛ fiɲɛ hakɛw ni baara seginni musakaw la, ka fɛnw sɔngɔ jiginni suman ani ka baara kɛ ni waribonw ye, ani ka baarakɛlaw ka sɔrɔta tɔnɔw jateminɛ. Aw bɛ jaabiw suma ni basigiw ni iziniw ka dantigɛliw ye minnu bɛ kɛ ka kɔn waleyali ɲɛ. Ruihua waleyaliw bɛ 18% sɛgɛsɛgɛli waati dɔgɔyali jira ani 22% OEE ɲɛtaa kalo 12 kɔnɔ.
