Industrial Big data ipfungwa itsva, anonzwisisika, data hombe hombe rinoreva nezve data hombe rakagadzirwa mukushandiswa kweruzivo rweshanduro.
Nezvakadzika-zvakadzika zvekuzivisa uye maCustomization, ruzivo rwechinyorwa zvakapinda mumabhizimusi emumaindasitiri, maindasitiri, CAD
Kunyanya nekushandiswa kweNew-General ruzivo rweMazitaji akadai saInternet
Iko kushandiswa kweshandare yeindasitiri data kuchaunza nguva itsva yekuvandudza uye shanduko mumabhizimusi maindasitiri. Kuburikidza neyakaderera-mutengo-yekumhanyisa nharembozha, kuendesa komputa yakaunzwa neInternet uye maindasitiri eInternet. , Kuvhiya, kushambadzira uye nzira dzekutarisira. Hangoo Tech (Seko Machinery) Inoshandisa technology tekinoroji kune iyo yekudzora system ye Akangwara Stainless Steel maindasitiri eindasitiri pombi kugadzira michina , zvekuti mapoka ehunyanzvi emapato ese anogona kuongorora data rekugadzira munguva chaiyo, wana zvikanganiso panguva yekushanda, uye kudzivirira kuvharwa.
Naizvozvo, matambudziko nematambudziko akasangana nezvikwangwani zvikuru zveDziviriro hazvisi zvishoma pane izvo zveInternet indasitiri yeInternet, uye mune zvimwe zviitiko ivo vanonyanya kuomarara.
Aya maindasitiri emabhizimusi maindasitiri mune maindasitiri akasiyana akaunza nekukurumidza, kunyatsobudirira uye nekunzwisisa kwepamusoro.
Zviitiko zveyunivhesiti yedhisitadhi hombe inosanganisira chigadzirwa chiratidzo, chigadzirwa chekutadza kuongororwa uye kufungidzira, maindasitiri extracise yekupa ketani optimization, uye chigadzirwa chekushambadzira. Chinyorwa ichi chinoratidza kuti mamiriro ekunyorera emaindasitiri data hombe mukugadzira mabhizimusi mumwe nemumwe.
1. Kugadzira chigadzirwa chinogadzirwa
Kubatana uye maitiro ekutengeserana pakati pevatengi uye mabhizimusi eindasitiri anozoburitsa huwandu hwakawanda hwe data. Mining uye kuongorora iyi DYNAMIC DATA inogona kubatsira vatengi vari kutora chikamu mukutsvaga kwechigadzirwa uye chigadzirwa chekugadzira zvigadzirwa, uye kuita mipiro yekugadzira zvigadzirwa.
Ford muenzaniso mune izvi. Ivo vaishandisa hombe data tekinoroji kune iyo chigadzirwa ruzivo uye kurerutswa kweiyo ford yekutarisa yemagetsi mota. Mota iyi yave yechokwadi 'Huru data yemagetsi yemagetsi mota.
Paunenge uchityaira, mutyairi anoenderera mberi anowedzera kuwedzera kwemotokari, kudzikisira, bhatiri kuchabhadhara uye ruzivo rwunowanikwa. This is useful for drivers, but the data is also sent back to Ford engineers to understand the customer's driving habits, including how, when and where to charge. Kunyangwe kana mota iri pachigadziko, ichaenderera ichishandura data pane yekumanikidza kwemanyowa uye bhatiri system yemotokari kune iyo yepedyo smart foni.
Iyi yevatengi-centric yakakura data yekunyorera mamiriro ane zvakawanda zvakanaka, nekuti data hombe rinogonesa kukosha kwechigadzirwa chitsva uye nzira dzekubatana. Vatyairi vanowana ruzivo rwekusimudzira uye nepo-kune-venyine muDetroit vanounganidzwa ruzivo nezve maitiro ekutyaira kuti vanzwisise vatengi, uye kugadzira zvigadzirwa zvitsva zvechigadzirwa.
Uyezve, makambani emagetsi nevamwe vechitatu vanoongorora mamirioni emakiromita ekutyaira data kuti vazive matanho matsva ekubhadhara uye nzira yekudzivirira iyo isina kusimba grid kubva pakurapa.
2. Chigadzirwa Chivharo Kuongororwa uye kufanotaura
Izvi zvinogona kushandiswa zvechigadzirwa mushure-yekutengesa sevhisi uye kuvandudza kwechigadzirwa. Nhungamiro yeUBIquitous Sensors neInternet tekinoroji yakaita zvekuongororwa chaiko kwechigadzirwa chechigadzirwa chisingagumi, nepo matekinoroji makuru e data, fananidzo uye matekinoroji ezvematongerwo enyika akaita kuti zviitike kufanotaura zvine simba.
Munguva yekutsvaga kweiyo yakarasika kubatana kweMalawi Airlines MH370, Injini inoshanda data yakawanikwa nekufemerwa yakaita basa rakakosha mukusarudza nzira yakarasika yekubatana kwendege. Ngatitorei iyo boeing ndege system seye kesi yekuona kuti yakakura sei data zvikumbiro zvinotamba chinzvimbo mune zvigadzirwa zvechigadzirwa.
Panhandare yendege, mazana emhando dzakasiyana-siyana, dzakadai seinjines, mafuta masystem, hydraulocs, uye masisitimu emagetsi, gadzira iyo in-flight State. Iyi data inoyerwa uye inotumirwa mune isingasviki mashoma microseconds. Kutora Boeing 737 semuenzaniso, injini inogona kuburitsa gumi terabytes yedatha maminitsi makumi matatu ekutiza.
Iyi data haisi chete Injimu yeChinorita Teletry data inogona kuongororwa pane imwe nguva mune ramangwana, asi zvinoshandiswawo neyekuzivisa, chidimbu chakundikana, chinogona kubudirira kuwana kukanganisa uye kufungidzira.
Ngatitarisei muenzaniso weGeneral Electric (GE). Iyo ge simba rekutarisa uye diagnostics (M & DC) muAtlanta, USA, inounganidza data pane zviuru zve gasi mune nyika dzinopfuura nyika, uye inogona kuunganidza 10G data kune vatengi mazuva ese. Ongorora iyo nguva dzose huru data kuyerera kubva ku sensor vibration uye tembiricha yemasaini muhurongwa. Uku kuongororwa kukuru kwedata kuchagovera rutsigiro rweGesi gasi turbine kukanganisa kuongororwa uye nyevero yekutanga.
Wind turbine Vagadziri veVestasvedzerawo mhepo yemhepo turbines neyekuchinjisa data yemamiriro ekunze uye nekuwedzera mita yekubuditsa simba remhepo turbines uye kuwedzera hupenyu hwebasa.
3. Big data application yekushandisa maindasitiri IOT Production Line
Mitsetse yemazuva ano yekugadzira maindasitiri yakagadzirirwa nezviuru zvevaridzi vadiki kuti vaone kupisa, kumanikidzwa, kupisa, kushungurudzika uye ruzha.
Nekuti data inounganidzwa masekondi mashoma, mafomu mazhinji ekuongorora anogona kuzadzikiswa nekushandisa iyi data, kusanganisa ongororo yekuongorora, kusanganisira kutyorwa kwemirairo yekugadzira, chikamu chekugadzira), nezvimwe.
Chekutanga pane zvese, maererano nekugadzira chirongwa chekuvandudza, uchishandisa idzi data hombe mukugadzira maitiro zvinogona kuongorora maitiro ese ekugadzira uye kunzwisisa kuti kubatana kwega kwakaurayiwa sei. Kamwe chete chimwe chiitiko chinotsauka kubva pane yakajairwa maitiro, chiratidzo cheAlarm chinogadzirwa, zvikanganiso kana bhodhoro zvinogona kuwanikwa nekukurumidza, uye dambudziko racho rinogona kugadziriswa zviri nyore.
Uchishandisa hombe data tekinoroji, zvinokwanisikawo kutanga mhando dzechirongwa chekugadzira chezvigadzirwa zveindasitiri, tungamira uye simbisa maitiro ekugadzira. Kana zvese maitiro uye data yekuita inogona kuvakwazve muhurongwa, iyi transpencycha ichabatsira vagadziri vanogadzirisa maitiro avo ekugadzira.
Kune mumwe muenzaniso, maererano nekunyorwa kwesimbe, kushandiswa kwesimbiso kuongorora maitiro ese ekugadzira mari yekugadzira mari yekugadzira. Kuongorora kuchaderedza zvakanyanya simba.
4. Kuongorora uye kuongororwa kweindasitiri yekugovera ketani
Parizvino, kuongororwa kukuru kwedata kwatova nzira yakakosha kumakambani mazhinji e-e-commerce kuti asimudzire kukwikwidza kwemaketani avo ekugovera.
Semuenzaniso, iyo e-commerce kambani Jingdong mall inoshandisa data hombe kuti uongorore uye kufanotaura kudiwa kwezvinhu zvakadzama, nokudaro nekuvandudza kugona kwekuparadzira uye nekuchengetwa, uye nekuona ruzivo rwevatengi rwezuva rinotevera.
RFID uye zvimwe zvigadzirwa zvechigadzirwa zvechigadzirwa zvezvinhu, internet yezvinhu tekinoroji, uye nharembozha yeInternet inogona kubatsira maindasitiri emabhizimusi anowana data rakakura rechigadzirwa. Uchishandisa iyi data yekuongorora ichaunza kuwedzera kwakakosha mukuwadziswa, kugovera, uye kushanda kwekutengesa uye mutengo wakakosha. kuderera.
Kune anopfuura chiuru chiuru chezviuru zvemhando yepamusoro muUnited States, kupa zvinopfuura zviuru gumi zvakasiyana zvigadzirwa zvekugadzira makambani. Mugadziri wega wega anovimba nemusika kufanotaura uye mamwe akasiyana akasiyana, sekutengesa data, ruzivo rwemusika, kuratidzwa, nhau, uye kunyange kufungidzira kwemamiriro ekunze kunotengesa zvigadzirwa zvavo.
Uchishandisa data rekutengesa, chigadzirwa sensor data, uye data kubva kune vatengesi vematura, maindasitiri ekugadzira makambani anogona kufanotaura chaizvo zvinodiwa munzvimbo dzakasiyana dzepasi.
Sezvo mitengo uye mitengo yekutengesa inogona kuteverwa, uye inogona kutengwa kana mitengo yekudonha, inogadzira makambani inogona kuchengetedza mari yakawanda.
Kana iwe ukashandisa iyo data yakagadzirwa neyekuziva muchigadzirwa kuti uzive kuti chii chiri kunetsa icho chigadzirwa uye apo nhengo dzinodiwa, dzinogona kufanotaura kuti zvikamu uye kana zvikamu zvavanodiwa. Izvi zvinoderedza kwazvo herventory uye kururamisa cheni yekupa.
