Indastrial Big Data na nyu kɔnsɛpt, we dɛn rili ɔndastand, industrial big data de tɔk bɔt di big data we dɛn dɔn mek na di aplikeshɔn fɔ industrial infɔmeshɔn.
Wit di in-dip intagreshɔn fɔ infɔmatayzeshɔn ɛn industriayzeshɔn, infɔmeshɔn tɛknɔlɔji dɔn go insay ɔl di link dɛn na di industrial chen fɔ industrial ɛntapraiz dɛn, lɛk barkɔd, QR kɔd, RFID, industrial sɛns, industrial ɔtomatik kɔntrol sistem, industrial intanɛt fɔ tin dɛn, ERP, CAD/CAM/CAE/CAE ɛn ɔda tɛnkɔlɔji dɛn we dɛn de yuz bɔku say dɛn na di industrial ɛntapraiz dɛn.
Ɛspɛshali wit di aplikeshɔn fɔ nyu-jɛnɛreshɔn infɔmeshɔn tɛnkɔlɔji dɛn lɛk intanɛt, mobayl intanɛt, ɛn intanɛt fɔ tin dɛn na di industrial fild, industrial ɛntapraiz dɛn dɔn ɛnta bak wan nyu stej fɔ divɛlɔpmɛnt na di intanɛt industri, ɛn di data we di industrial ɛntapraiz dɛn gɛt dɔn bɔku mɔ ɛn mɔ.
Di aplikeshɔn fɔ industrial big data go briŋ nyu tɛm fɔ inovashɔn ɛn transfɔmeshɔn insay industrial ɛntapraiz dɛn. Tru di lɔw-kɔst pɔsibul, ay-spid mobayl kɔnɛkshɔn, distribyushɔn kɔmpiutishɔn ɛn advans analisis we di intanɛt ɛn mobayl intanɛt fɔ tin dɛn dɔn briŋ kam, infɔmeshɔn tɛknɔlɔji ɛn glob ɔl industrial sistɛm dɛn de rili intagret, we de briŋ dip chenj dɛn to di glob ɔl industri dɛm, ɛn fɔ mek di R&D ɛn prodakshɔn fɔ ɛntapraiz dɛm. , Opareshɔn, Maketin ɛn Manejmɛnt Mɛtɔd dɛn. Hangao Tech (Seko Machinery) de yuz intanɛt tɛknɔlɔji fɔ di kɔntrol sistɛm fɔ di . Intɛligent stenlɛs stiɛl industrial wɛld paip mek mashin , so dat di tɛknikal tim dɛn fɔ ɔl tu di pati dɛn go ebul fɔ monitɔr prodakshɔn data insay rial tɛm, fɛn fɔlt dɛn we dɛn de wok, ɛn mek dɛn nɔ stɔp fɔ wok.
So, di prɔblɛm ɛn di prɔblɛm dɛn we di industrial big data aplikeshɔn dɛn de gɛt nɔ smɔl pas di wan dɛn we de na di intanɛt industri, ɛn insay sɔm kes dɛn, dɛn kin ivin kɔmplikt.
Dɛn inovativ industrial ɛntapraiz ya na difrɛn industri dɛn dɔn briŋ fasta spid, ay efyushɔn ɛn ay insayt.
Tipik aplikeshɔn fɔ industrial big data inklud prodak inovashɔn, prodak fɔlt diagnosis ɛn prɛdikshɔn, industrial prodakshɔn layn IoT analisis, industrial ɛntapraiz sapɔt chen ɔptimayzeshɔn, ɛn prodak prɛsishɔn makɛt. Dis atikul go sɔt di aplikeshɔn sɛnɛriɔ dɛn fɔ industrial big data insay manufakchurin ɛntapraiz wan bay wan.
1. Aksɛleret prodak inovashɔn .
Di intarakshɔn ɛn transakshɔn bihayvya bitwin di kɔstɔma dɛn ɛn di industrial ɛntapraiz dɛn go mek bɔku bɔku data. Mayning ɛn analayz dɛn kɔstɔma dinamik data ya kin ɛp di kɔstɔma dɛn fɔ tek pat pan di prɔdak dimand analisis ɛn prodak dizayn inovashɔn aktiviti dɛn, ɛn mek kɔntribyushɔn to prodak inovashɔn.
Fɔd na ɛgzampul bɔt dis. Dɛn bin aplay big data teknɔlɔji to di prɔdak inovashɔn ɛn ɔptimayzeshɔn fɔ di Fɔd Fɔs Ilɛktrik Kar. Dis motoka don bi rial 'big data ilektrikal motoka.' Di fes jenereshɔn fɔ Fɔd Fokus Ilɛktrik motoka dɛn bin jenarayz bɔku data we dɛn de drayv ɛn pak.
We yu de drayv, di drayva kin kɔntinyu fɔ ɔpdet di motoka in aksɛlereshɔn, brek, batri chaj ɛn di say we yu de. Dis kin fayn fɔ drayva dɛn, bɔt dɛn kin sɛn di data bak to Fɔd injinia dɛn fɔ ɔndastand di we aw di kɔstɔma de drayv, ivin aw, ustɛm ɛn usay fɔ chaj. Ivin if di motoka nɔ de, i go kɔntinyu fɔ transmit data na di taya prɛshɔn ɛn batri sistem na di motoka to di smat fon we de nia yu.
Dis big data aplikeshɔn sɛnɛriɔ we de pe atɛnshɔn pan di kɔstɔma dɛn gɛt bɔku bɛnifit dɛn, bikɔs big data de mek dɛn ebul fɔ mek valyu nyu prɔdak inovashɔn ɛn fɔ wok togɛda. Drayva dɛn kin gɛt yusful ɛn ɔp-to-dɛt infɔmeshɔn, we di injinia dɛn na Ditroyt kin gɛda infɔmeshɔn bɔt aw fɔ drayv fɔ ɔndastand di kɔstɔma dɛn, fɔ mek di prɔdak impruvmɛnt plan dɛn, ɛn fɔ impruv nyu prɔdak dɛn we dɛn dɔn mek fɔ mek di prɔdak.
Pantap dat, pawa kɔmni dɛn ɛn ɔda tɔd-pati saplay dɛn kin analayz bɔku bɔku mayl drayv data fɔ no usay fɔ bil nyu chaj steshɔn dɛn ɛn aw fɔ mek di fraylayz grid nɔ ɔvalod.
2. Prodakt fɔlt diagnosis ɛn prɛdikshɔn .
Dis kin yuz fɔ prodak afta-sɛl savis ɛn prodak impɔtant. Di introdɔkshɔn fɔ ubiquitous sensor ɛn intanɛt teknɔlɔji dɔn mek rial-taym diagnosis fɔ prodak fɔlt bi rial, we big data aplikeshɔn, mɔdelin ɛn simulshɔn tɛnkɔlɔji dɛn dɔn mek am pɔsibul fɔ prɛdikt dinamik.
We dɛn bin de luk fɔ di lɔs kɔnɛkshɔn fɔ di Malezya Aylayns MH370, di injin ɔpreshɔn data we Boeing bin gɛt bin ple wan impɔtant pat fɔ no di rod fɔ di kɔnɛkshɔn we di aylayn lɔs. Lɛ wi tek di Boeing ayrakt sistɛm as kes fɔ si aw big data aplikeshɔn dɛn de ple wan rol fɔ di prɔdak fɔlt diagnosis.
Na Boeing in ayrakt, bɔku bɔku tin dɛn we kin chenj, lɛk injin, fiul sistem, haydrolik, ɛn ilɛktrik sistem, kin mek di stet we de insay di plen. Dɛn kin mɛzhɔ dɛn data ya ɛn sɛn dɛn insay less dan sɔm maykrosɛkɔnd. We yu tek di Boeing 737 as ɛgzampul, di injin kin mek 10 tɛrabayt data ɛvri 30 minit we i de flay.
Dɛn data ya nɔto jɔs injinɛri tɛlimetri data we dɛn kin analayz na wan patikyula pɔynt insay di fyuchu, bɔt dɛn kin protɛkt rial-taym adaptiv kɔntrol, fiul yus, kɔmpɔnɛnt fayl prɛdikshɔn ɛn payɔt notis, we kin ebul fɔ ajɔst di fɔlt ɛn prɛdikshɔn fayn fayn wan.
Lɛ wi luk wan ɛgzampul fɔ Jɛnɛral Ilɛktrik (GE). Di GE Energy Monitoring and Diagnostics (M&D) Senta na Atlanta, USA, de gɛda data bɔt bɔku bɔku GE gas tɔbayn dɛn na pas 50 kɔntri dɛn ɔlsay na di wɔl, ɛn dɛn kin gɛda 10g data fɔ di kɔstɔma dɛn ɛvride. Analayz di kɔnstant big data flɔ frɔm di sɛns vaybreshɔn ɛn tɛmpracha signal dɛn na di sistɛm. Dɛn big data analisis ya go gi sɔpɔt fɔ GE in gas tɔbayn fɔlt diagnosis ɛn ali wɔnin.
Di wan dɛn we de mek di winda tɔbayn we nem Vestas, bin mek bak di layout fɔ di winda tɔbayn dɛn bay we dɛn de krɔs-analayz di wɛda data ɛn in tɔbayn mita data, ɛn dis go mek di pawa autput lɛvɛl fɔ di winda tɔbayn dɛn ɛn fɔ mek di savis layf go ɔp.
3. Big data aplikeshɔn fɔ industrial IoT prodakshɔn layn .
Mɔdan industrial manufakchurin prodakshɔn layn dɛn gɛt bɔku bɔku smɔl smɔl sɛns dɛn fɔ no di tɛmpracha, prɛshɔn, ɔt, vaybreshɔn ɛn nɔys.
Bikɔs dɛn kin gɛda di data ɛvri sɔm sɛkɔn, bɔku kayn analisis kin riliys bay we dɛn yuz dɛn data ya, inklud di ikwipmɛnt diagnosis, pawa kɔnsɔmshɔn analisis, ɛnaji kɔnsɔmshɔn analisis, kwaliti aksidɛnt analisis (inklud vayɔlɛshɔn fɔ prodakshɔn rigyuleshɔn, kɔmpɔnɛnt fɔlt), ɛn ɔda tin dɛn.
Fɔs, we i kam pan prodakshɔn prɔses impruvmɛnt, yuz dɛn big data ya na di prodakshɔn prɔses kin analayz di ɔl prodakshɔn prɔses ɛn ɔndastand aw ɛni link de ɛksɛkutiv. Wans wan patikyula prɔses deviet frɔm di standad prɔses, dɛn go mek wan alam signal, dɛn kin fɛn mistek ɔ bɔtul-nɛk kwik kwik wan, ɛn dɛn kin sɔlv di prɔblɛm izi wan.
Yuz big data teknɔlɔji, i pɔsibul bak fɔ establish vayrɔyal mɔdel dɛn fɔ di prodakshɔn prɔses fɔ industrial prodak, simul ɛn ɔptimayz di prodakshɔn prɔses. We ɔl di prɔses ɛn pefɔmɛns data kin rikostrɔkt insay di sistɛm, dis transparency go ɛp di manifakta dɛn fɔ impɔtant dɛn prodakshɔn prɔses.
Fɔ wan ɔda ɛgzampul, we i kam pan ɛnaji kɔnsɔmshɔn analisis, di yus fɔ sɛns fɔ sɛntral monitɔr ɔl di prodakshɔn prɔses dɛn we di ikwipmɛnt prodakshɔn prɔses de du kin fɛn abnɔmaliti ɔ pik insay ɛnaji kɔnsɔmshɔn, so dat dɛn kin optimiz di ɛnaji kɔnsɔmshɔn di tɛm we dɛn de prodyus ɛn ɔl di prɔses dɛn kin bi. Analysis go ridyus di enaji konsumpshon bad bad wan.
4. Analysis ɛn ɔptimayzeshɔn fɔ industrial sapɔt chen .
Naw, Big Data Analysis dɔn ɔlrɛdi bi impɔtant we fɔ bɔku e-commerce kɔmni dɛn fɔ ɛp fɔ mek di kɔmpitishɔn we dɛn sapɔt chen dɛn gɛt, bɛtɛ.
Fɔ ɛgzampul, di e-commerce kɔmni Jingdong Mall de yuz big data fɔ analayz ɛn prɛdikt di diman fɔ guds na difrɛn say dɛn bifo tɛm, so dat go mek di distribushɔn ɛn westɛm go bifo, ɛn mek shɔ se di kɔstɔma dɛn ɛkspiriɛns fɔ di nɛks de.
RFID ɛn ɔda prɔdak ilɛktronik aydentifikeshɔn tɛknɔlɔji, Intanɛt ɔf Tin dɛn Tɛknɔlɔji, ɛn mobayl intanɛt tɛknɔlɔji kin ɛp industrial ɛntapraiz dɛn fɔ gɛt big data fɔ wan kɔmplit prɔdak sapɔt chen. If yu yuz dɛn data ya fɔ analisis, i go briŋ bɔku inkris pan westɛm, distribyushɔn, ɛn sɛl efyushɔn ɛn wan impɔtant kɔst. go dɔŋ.
I pas 1,000 big OEM saplay dɛn na Amɛrika, we de gi pas 10,000 difrɛn prɔdak dɛn to di kɔmni dɛn we de mek tin dɛn. Ɛni wan pan di wan dɛn we mek di tin dɛn de abop pan di fɔkɔtɔ dɛn na di makit ɛn ɔda difrɛn tin dɛn we kin chenj, lɛk di sɛl data, di infɔmeshɔn bɔt di makit, di ɛgzibishin dɛn, di nyus, ɛn di kɔmpitishɔn data , ɛn ivin di wɛda fɔ sɛl dɛn prɔdak dɛn.
Yuz sɛls data, prodak sɛns data, ɛn data frɔm suplai database, industrial manufakchurin kɔmni dɛn kin kɔrɛkt wan prɛdikt dimand na difrɛn rijyɔn dɛn na di wɔl.
Bikɔs dɛn kin trak invɛntari ɛn sɛl prayz dɛn, ɛn dɛn kin bay dɛn we di prayz dɛn fɔdɔm, di kɔmni dɛn we de mek tin dɛn kin sev bɔku kɔst.
If yu yuz di data bak we di sɛns dɛn we de na di prɔdak dɔn mek fɔ no wetin nɔ rayt wit di prɔdak ɛn usay dɛn nid pat, dɛn kin tɔk bak usay ɛn ustɛm dɛn nid pat dɛn. Dis go ridyus di invɛntari bad bad wan ɛn optimize di sapɔt chen.
