Industrial Big Data nye nukpɔsusu yeye, si gɔme wose ŋutɔŋutɔ, le dɔwɔƒewo ƒe Big Data me ku ɖe nyatakaka gã siwo wowɔ le dɔwɔƒewo ƒe nyatakakawo zazã me ŋu.
Esi nyatakakamɔnu kple dɔwɔƒewo ƒe ɖoɖowɔwɔ de to me la, nyatakakamɔnu ge ɖe dɔwɔƒewo ƒe dɔwɔƒewo ƒe dɔwɔƒewo ƒe kɔsɔkɔsɔwo katã me, abe barcodes, QR codes, RFID, dɔwɔƒewo ƒe sensorwo, dɔwɔƒewo ƒe dziɖuɖu ƒe ɖoɖo siwo wowɔna le wo ɖokui si, dɔwɔƒewo ƒe Internet of Things, ERP/CAM/CAE/ CAI kple mɔ̃ɖaŋununya bubuwo le teƒe geɖe.
Vevietɔ le dzidzime yeye ŋuti nyatakakamɔnu siwo nye Internet, asitelefon dzi Internet, kple Internet of Things zazã le dɔwɔƒewo me la, dɔwɔƒewo hã ge ɖe ŋgɔyiyi ƒe akpa yeye aɖe me le Internet dɔwɔƒea, eye nyatakaka siwo le dɔwɔƒewo si la va le dzidzim ɖe edzi.
Dɔwɔƒewo ƒe Big Data zazã ahe nu yeyewo dodo ɖe ŋgɔ kple tɔtrɔ ƒe ɣeyiɣi yeye aɖe vɛ le dɔwɔƒewo ƒe dɔwɔƒewo. To nukpɔsusu si mexɔ asi o, asitelefon ƒe kadodo si zɔna kabakaba, kɔmpiuta si woma kple numekuku deŋgɔ siwo Internet kple asitelefon dzi Internet dzi nuwo he vɛ me la, wole nyatakakamɔnu kple xexeame katã ƒe dɔwɔƒewo ƒe ɖoɖowo wɔm ɖekae vevie, wole tɔtrɔ gãwo hem vɛ na xexeame katã ƒe dɔwɔƒewo, eye wole R&D kple dɔwɔƒewo ƒe wɔwɔ yeyewo wɔm. , dɔwɔwɔ, asitsatsa kple dɔdzikpɔkpɔ ƒe mɔnuwo. Hangao Tech (Seko Mɔ̃wo) zãa Internet mɔ̃ɖaŋununya ɖe dziɖuɖu ƒe ɖoɖo si le . Intelligent stainless steel industrial welded pipe making machinery , ale be mɔ̃ɖaŋudɔwɔlawo ƒe ƒuƒoƒo siwo le akpa evea siaa me nate ŋu alé ŋku ɖe ewɔwɔ ŋuti nyatakakawo ŋu le ɣeyiɣi ŋutɔŋutɔ me, adi vodadawo le dɔwɔwɔ me, eye wòaxe mɔ ɖe nutsitsi nu.
Eyata kuxi kple kuxi siwo dze ŋgɔ dɔwɔƒe gãwo ƒe nyatakakawo ƒe dɔwɔɖoɖowo la meɖiɖi wu esiwo le Internet dɔwɔƒea tɔ o, eye le go aɖewo me la, woƒe nyawo sesẽ wu gɔ̃ hã.
Dɔwɔƒe yeye siawo siwo le dɔwɔƒe vovovowo na be wowɔa dɔ kabakaba wu, wowɔa dɔ nyuie wu eye wosea nu gɔme nyuie wu.
Dɔwɔƒewo ƒe nyatakaka gãwo ƒe dɔwɔwɔ siwo bɔ dometɔ aɖewoe nye nutovɛwo ƒe nu yeyewo dodo ɖe ŋgɔ, adzɔnuwo ƒe vodada didi kple nyagblɔɖi, dɔwɔƒewo ƒe nuwɔwɔ ƒe fli IoT numekuku, dɔwɔƒewo ƒe dɔwɔƒe ƒe nuzazãwo ƒe kɔsɔkɔsɔ ƒe nyonyome, kple adzɔnuwo ƒe asitsatsa pɛpɛpɛ. Nyati sia akpɔ dɔwɔƒewo ƒe nyatakaka gãwo ƒe dɔwɔwɔ ƒe nɔnɔmewo gbɔ le adzɔnuwo wɔwɔ ƒe dɔwɔƒewo me ɖekaɖeka.
1. Na nu yeyewo dodo ɖe ŋgɔ kabakaba .
Nuwɔwɔ aduadu kple asitsatsa ƒe nuwɔna le asisiwo kple dɔwɔƒewo dome ana nyatakaka gbogbo aɖewo nado. Tomenukuƒewo kple numekuku le asisiwo ƒe nyatakaka siawo ŋu ate ŋu akpe ɖe asisiwo ŋu woakpɔ gome le adzɔnuwo ƒe nudidiwo me dzodzro kple adzɔnuwo ƒe ɖoɖowɔwɔ ƒe nu yeyewo dodo ɖe ŋgɔ ƒe dɔwɔnawo me, eye woawɔ akpa aɖe le adzɔnuwo ƒe nu yeyewo dodo ɖe ŋgɔ me.
Ford nye kpɔɖeŋu le go sia me. Wozã Big Data mɔ̃ɖaŋununya ɖe adzɔnuwo ƒe nu yeyewo dodo ɖe ŋgɔ kple Ford Focus Electric Car ƒe nyonyome ŋu. Ʋu sia va zu 'Big Data Electric Car.' dzidzime gbãtɔ si Ford Focus Electric Vehicles wɔ la na nyatakaka gbogbo aɖewo ne wole ʋu kum hele ʋutɔɖoƒe.
Ne ʋukulaa le ʋua kum la, eyia edzi wɔa ʋua ƒe duƒuƒu, brek, batri ƒe agba kple teƒe si wòle ŋuti nyatakakawo yeyee ɣesiaɣi. Esia ɖea vi na ʋukulawo, gake wogbugbɔa nyatakakaawo hã ɖona ɖe Ford mɔ̃ɖaŋudɔwɔlawo be woase asisi la ƒe ʋukuku ƒe nɔnɔmewo gɔme, siwo dometɔ aɖewoe nye alesi, ɣekaɣi kple afisi woaxɔ ga le. Ne ʋua tsi tre gɔ̃ hã la, ayi edzi atsɔ nyatakakawo aɖo ɖe smart phone si te ɖe eŋu la ƒe taya ƒe ʋuʋu kple batri ƒe ɖoɖo si le ʋua me.
Viɖe geɖe le big data application ƒe nɔnɔme sia si ku ɖe asisiwo ŋu la ŋu, elabena Big Data na be woate ŋu awɔ nu yeye xɔasiwo le adzɔnuwo me eye woawɔ nu aduadu. Ʋukulawo xɔa nyatakaka siwo ŋu viɖe le eye woxɔa nyatakaka yeyewo, esime mɔ̃ɖaŋudɔwɔla siwo le Detroit ƒe nyatakakawo ƒo ƒu ku ɖe ʋukuku ƒe nuwɔna ŋu be woase asisiwo gɔme, awɔ ɖoɖo ɖe adzɔnuwo ƒe nyonyome ŋu, eye woawɔ adzɔnu yeyewo ƒe nu yeyewo ŋudɔ.
Gawu la, elektrikŋusẽdɔwɔƒewo kple ame etɔ̃lia bubuwo ate ŋu adzro ʋukuku ŋuti nyatakaka siwo didi kilometa miliɔn geɖe me be woanya afisi woatu agbatsɔƒe yeyewo le kple alesi woaxe mɔ na elektrikŋusẽnamɔ̃ si mebɔbɔ o la be wòagatsɔ agba fũ o.
2. Adzɔnuwo ƒe vodada didi kple nyagblɔɖi .
Woate ŋu azã esia na adzɔnuwo megbe nudzadzra kple adzɔnuwo ƒe nyonyo. Sensor siwo le afisiafi kple Internet mɔ̃ɖaŋununya ƒe dodo ɖe ŋgɔ na be nusiwo wowɔ ƒe vodadawo didi le ɣeyiɣi ŋutɔŋutɔ me va zu nu ŋutɔŋutɔ, esime nyatakaka gãwo zazã, kpɔɖeŋuwɔwɔ kple nɔnɔmetatawo wɔwɔ ƒe mɔ̃ɖaŋunuwo na wòanya wɔ be woagblɔ nusiwo trɔna.
Le Malaysia Yameʋudɔwɔƒe ƒe MH370 ƒe kadodo si bu didi me la, mɔ̃a zazã ŋuti nyatakaka siwo Boeing xɔ la wɔ akpa vevi aɖe le yameʋua ƒe kadodo si bu ƒe mɔ didi me. Mina míatsɔ Boeing yameʋu ƒe ɖoɖoa awɔ nyae be míakpɔ alesi nyatakaka gãwo wɔa akpa aɖe le adzɔnuwo ƒe vodada didi me.
Le Boeing ƒe yameʋuwo dzi la, nu alafa geɖe siwo trɔna, abe mɔ̃wo, ami ƒe mɔ̃wo, tsilénuwo, kple elektrikŋusẽnamɔ̃wo ene, ye wɔa yameʋua ƒe nɔnɔme. Wodzidzea nyatakaka siawo heɖoa wo ɖe microsecond ʋɛ aɖewo ko me. Ne míetsɔ Boeing 737 la wɔ kpɔɖeŋui la, mɔ̃a ate ŋu awɔ nyatakaka 10 siwo nye terabytes le miniti 30 ɖesiaɖe me le yameʋuɖoɖo me.
Menye mɔ̃ɖaŋununya ƒe telemetry data siwo woate ŋu adzro le ɣeyiɣi aɖe me le etsɔme koe nyatakaka siawo nye o, ke boŋ wodoa ɣeyiɣi ŋutɔŋutɔ ƒe tɔtrɔ ɖe nɔnɔmewo ŋu, ami zazã, akpa siwo do kpo nu ƒe nyagblɔɖi kple dodokpɔ ŋuti nyatakaka, si ate ŋu akpɔ vodadawo didi kple nyagblɔɖi nyuie hã ɖe ŋgɔ.
Mina míalé ŋku ɖe General Electric (GE) ƒe kpɔɖeŋu aɖe ŋu. GE Energy Monitoring and Diagnostics (M&D) Center si le Atlanta, USA, ƒoa nyatakakawo nu ƒu tso GE gas turbine akpe geɖe ŋu le dukɔ siwo wu 50 me le xexeame godoo, eye ateŋu aƒo 10g ƒe nyatakaka na asisiwo gbesiagbe. Dzro nyatakaka gã siwo nɔa sisim ɣesiaɣi tso sensor ƒe ʋuʋu kple dzoxɔxɔ ƒe dzesiwo me le ɖoɖoa me la me. Big Data ƒe numekuku siawo ana kpekpeɖeŋu GE ƒe gas turbine ƒe vodada didi kple nuxlɔ̃ame kaba.
Yaƒomɔ̃ wɔla Vestas hã na yaƒoƒomɔ̃wo ƒe ɖoɖo nyo ɖe edzi to yame ƒe nɔnɔme ŋuti nyatakaka siwo wotsɔna ƒoa nu tso wo nɔewo ŋu kple eƒe turbine mita ŋuti nyatakakawo me, to esia me la, wodzia yaƒoƒomɔ̃wo ƒe ŋusẽ ƒe agbɔsɔsɔ ɖe edzi eye wòkekea dɔwɔwɔ ƒe agbenɔƒe ɖe enu.
3. Big Data zazã le dɔwɔƒewo ƒe IoT wɔwɔ fli .
Wotsɔ nu sue akpe geɖe siwo dea dzesi dzoxɔxɔ, nyaƒoɖeamenu, dzoxɔxɔ, ʋuʋudedi kple toɣliɖeɖe de egbegbe dɔwɔƒewo ƒe adzɔnuwo wɔwɔ ƒe mɔnuwo me.
Esi woƒoa nyatakakawo nu ƒu le sɛkɛnd ʋɛ ɖesiaɖe me ta la, woate ŋu akpɔ numekuku ƒomevi geɖe to nyatakaka siawo zazã me, siwo dometɔ aɖewoe nye dɔwɔnuwo didi, ŋusẽzazã ŋuti numekuku, ŋusẽzazã ŋuti numekuku, afɔku ƒe nyonyome me dzodzro (siwo dometɔ aɖewoe nye be woda le nuwɔwɔ ƒe sewo dzi, akpa aɖewo ƒe kpododonuwo), kple bubuawo.
Gbã la, le nuwɔwɔ ƒe ɖoɖo ƒe ŋgɔyiyi gome la, nyatakaka gã siawo zazã le nuwɔwɔ ƒe ɖoɖoa me ateŋu adzro nuwɔwɔ ƒe ɖoɖo bliboa me eye wòase alesi wowɔa kadodo ɖesiaɖe gɔmee. Ne dɔwɔwɔ aɖe to vovo tso ɖoɖo si wowɔna ɖaa gbɔ ko la, woawɔ ɣlidodo ƒe dzesi aɖe, woate ŋu akpɔ vodadawo alo mɔxenuwo kaba wu, eye woate ŋu akpɔ kuxia gbɔ bɔbɔe wu.
Ne wozã Big Data mɔ̃ɖaŋununya la, woate ŋu aɖo dɔwɔƒewo ƒe adzɔnuwo wɔwɔ ƒe ɖoɖoa ƒe kpɔɖeŋu ŋutɔŋutɔwo hã anyi, awɔ ewɔwɔ ƒe ɖoɖoa ƒe kpɔɖeŋu ahawɔe wòanyo wu. Ne woate ŋu agbugbɔ dɔwɔwɔ kple dɔwɔwɔ ŋuti nyatakakawo katã awɔ le ɖoɖoa me la, nuwɔwɔ le gaglãgbe sia akpe ɖe adzɔnuwo wɔlawo ŋu be woƒe nuwɔwɔ ƒe ɖoɖowo nanyo ɖe edzi.
Le kpɔɖeŋu bubu me la, le ŋusẽzazã ŋuti numekuku gome la, sensorwo zazã atsɔ alé ŋku ɖe nuwɔwɔ ƒe ɖoɖowo katã ŋu le teƒe ɖeka le dɔwɔnuwo wɔwɔ ƒe ɖoɖoa me ateŋu akpɔ ŋusẽzazã ƒe tɔtrɔ alo eƒe kɔkɔƒewo, ale be woate ŋu awɔ ŋusẽzazã ŋudɔ nyuie wu le ewɔwɔ ƒe ɖoɖoa me eye woate ŋu awɔ dɔwɔwɔwo katã. Kukuɖenuŋu aɖe ŋusẽzazã dzi akpɔtɔ ŋutɔ.
4. Dɔwɔƒewo ƒe nuzazãwo ƒe kɔsɔkɔsɔwo me dzodzro kple wo ŋudɔwɔwɔ nyuie wu .
Fifia la, nyatakaka gãwo me dzodzro nye mɔnu vevi aɖe xoxo na e-asitsatsa dɔwɔƒe geɖe be woadzi woƒe nuzazãwo ƒe hoʋiʋli ƒe ŋutete ɖe edzi.
Le kpɔɖeŋu me, e-asitsatsa dɔwɔƒe si nye Jingdong Mall zãa nyatakaka gãwo tsɔ kua adzɔnuwo ƒe didi le teƒe vovovowo me hegblɔa wo ɖi do ŋgɔ, si wɔnɛ be wo mama kple nudzraɖoƒewo ƒe dɔwɔwɔ nyuie nyona ɖe edzi, eye wokpɔa egbɔ be asisiwo ƒe nuteƒekpɔkpɔ le ŋkeke si kplɔe ɖo dzi.
RFID kple adzɔnu bubuwo ƒe elektrɔnik dzesidede mɔ̃ɖaŋununya, Internet of Things Technology, kple Mobile Internet Technology ate ŋu akpe ɖe dɔwɔƒewo ŋu woakpɔ nyatakaka gbogbo aɖewo tso adzɔnuwo ƒe ɖoɖo blibo aɖe ŋu. Nyatakaka siawo zazã hena numekuku ana nudzraɖoƒewo, wo mama, kple nudzadzra ƒe dɔwɔwɔ nyuie ƒe dzidziɖedzi gã aɖe kple gazazã gã aɖe. yi anyi.
OEM dɔwɔƒe gã siwo wu 1,000 ye le United States, eye wotsɔa nu vovovo siwo wu 10,000 naa dɔwɔƒe siwo wɔa nuawo. Adzɔnuwɔƒe ɖesiaɖe ɖoa ŋu ɖe asi ƒe nyagblɔɖiwo kple tɔtrɔ vovovo bubuwo ŋu, abe nudzadzra ŋuti nyatakakawo, asitsatsa ŋuti nyatakakawo, ɖeɖefiawo, nyadzɔdzɔwo, kple hoʋlilawo ƒe nyatakakawo , kple yame ƒe nɔnɔme ŋuti nyagblɔɖiwo gɔ̃ hã be woadzra woƒe adzɔnuwo.
Le nudzadzra ŋuti nyatakakawo, nusiwo wowɔ ƒe sensor ŋuti nyatakakawo, kple nyatakaka siwo tso nudzralawo ƒe nyatakakadzraɖoƒewo zazã me la, dɔwɔƒewo ƒe adzɔnuwo wɔwɔ ƒe dɔwɔƒewo ate ŋu agblɔ nusiwo woabia le xexeame ƒe nuto vovovowo me ɖi pɛpɛpɛ.
Esi wònye be woate ŋu alé ŋku ɖe nudzraɖoƒewo kple nudzadzra ƒe asiwo ŋu, eye woate ŋu aƒlee ne nuwo ƒe asi ɖiɖi ta la, adzɔnuwo wɔwɔ ƒe dɔwɔƒewo ate ŋu adzra gazazã geɖe ɖo.
Ne ègazã nyatakaka siwo sensor siwo le nusi wowɔ me la gazã be nànya nusi gblẽ le nusi wowɔ kple afisi akpa aɖewo hiã le ŋu la, woate ŋu agblɔ afisi akpa aɖewo hiã le kple ɣeyiɣi si woahiã wo hã ɖi. Esia aɖe nudzraɖoƒewo dzi akpɔtɔ ŋutɔ eye wòana nuzazãwo ƒe ɖoɖoa nanyo ɖe edzi.
