Industrial big data hi concept thar a ni a, literal takin kan hrethiam a, industrial big data tih hian industrial information hmanna atana big data siam chhuah a kawk a ni.
Informatization leh industrialization thuk taka inzawmkhawm a nih tak avangin information technology hian industrial enterprise-te industrial chain link zawng zawngah a lut ta a, chungte chu barcode, QR code, RFID, industrial sensor, industrial automatic control system, industrial Internet of Things, ERP, CAD/CAM/CAE/ CAI leh technology dangte hi industry enterprise-ah te hman a ni nasa hle.
A bik takin, Internet, mobile Internet, Internet of Things ang chi information technology tharte chu industry lama hman a nih tak avangin industrial enterprise-te pawhin Internet industry-ah hmasawnna kawng thar an zawh tawh a, industrial enterprise-te data an neihte pawh a lut ta a ni a tam zual zel a ni.
Industrial big data hman hian industrial enterprise-a thil thar leh inthlak danglamna hun thar a rawn thlen dawn a ni.Internet leh mobile Internet of Things-in a rawn thlen, man tlawm zawka ngaihdan, mobile connection chak tak, distributed computing leh advanced analysis hmangin information technology leh khawvel pum huapa industrial system te chu thuk takin an inzawm khawm a, khawvel industry-ah inthlak danglamna thuk tak a thlen a, thil thar siam a ni bawk R&D leh enterprise hrang hrang production te., Operation, marketing leh enkawl dan tur. Hangao Tech (SEKO Machinery) chuan Internet technology hmangin a control system-ah a hmang a, a control system-ah hian... intelligent stainless steel industrial welded pipe making machinery , chutiang chuan party pahnih technical team-te chuan production data chu real time-in an enfiah thei a, hnathawh laiin fault an hmu thei a, shutdown pawh an veng thei bawk.
Chuvangin, industrial big data application-in harsatna leh harsatna a tawhte hi Internet industry aiin a tlem lo hle a, a then phei chuan a buaithlak zawk bawk.
Heng industry hrang hranga innovative industrial enterprise te hian speed chak zawk, efficiency sang zawk leh insight sang zawk an rawn keng tel a ni.
Industrial big data hman dan tlangpui chu product innovation, product fault diagnosis leh prediction, industrial production line IoT analysis, industrial enterprise supply chain optimization, leh product precision marketing te a ni.He article hian manufacturing enterprise-a industrial big data hman dan tur chu pakhat hnu pakhatin a thliar hrang ang.
1. Product innovation tih chak
Customer leh industrial enterprise te inkara inpawhna leh sumdawnna kalphung hian data tam tak a siam chhuak dawn a ni.Heng customer dynamic data te hi mining leh analysis hian customer te chu product demand analysis leh product design innovation activities ah te tel turin a pui thei a, product innovation ah pawh thawhhlawk tak a ni thei bawk.
Hemi kawngah hian Ford hi entawn tlak tak a ni.Ford Focus electric car product innovation leh optimization-ah hian big data technology an hmang a ni.He car hi 'big data electric car.'
A khalh lai hian driver hian lirthei acceleration, braking, battery charging leh location information te a update chhunzawm zel a.Hei hi driver tan a tangkai hle a, mahse data hi Ford engineer-te hnenah thawn kir leh a ni bawk a, customer-te lirthei khalh dan, engtin nge, engtikah nge leh khawiah nge charge tur tih te pawh an hrethiam a ni.Lirthei hi a ding reng a nih pawhin a hnai ber smart phone-ah lirthei tyre pressure leh battery system data a thawn chhunzawm zel dawn a ni.
He customer-centric big data application scenario hian hlawkna tam tak a nei a, a chhan chu big data hian product thar hlu tak tak innovation leh thawhhona kawng hrang hrang a siam thei a ni.Driver-te chuan thu angkai leh hunbi nei an hmu a, Detroit-a engineer-te chuan lirthei khalh dan chungchang thute chu an khawlkhawm a, chu chuan customer-te hriatthiamna a pe a, product tihchangtlunna tur ruahmanna an siam a, product thar thar an kalpui bawk.
Chubakah, power company leh third-party supplier dangte chuan driving data mel maktaduai tam tak chu an zirchiang thei a, khawiah nge charging station thar siam tur tih leh grid chhe tak chu a overload loh dan tur an hre thei bawk.
2. Product fault hriatchhuah leh sawi lawk
Hei hi product after-sales service leh product tihchangtlunna atan hman theih a ni.Ubiquitous sensor leh Internet technology hman a nih tak avangin product faults real-time diagnosis chu a tak takah a chang a, big data application, modeling leh simulation technology hmangin dynamics predict theih a ni bawk.
Malaysia Airlines MH370 connection hloh an zawn lai hian Boeing-in engine operating data a hmuhte hian thlawhna connection hloh kalna tur kawng a hriat theih nan hmun pawimawh tak a chang a ni.Boeing aircraft system hi case angin la ila, big data application hian product fault diagnosis-ah engtin nge chanvo a neih tih kan en ang.
Boeing thlawhnaah hian variable za tam tak, engine, fuel system, hydraulics, leh electrical system te hian in-flight state a siam a ni.Heng data te hi microsecond tlemte aia rei lovah an teh a, thawn chhuah a ni.Entirnan Boeing 737 hi la ila, engine hian thlawhna a thlawh chhung minute 30 danah terabyte 10 data a siam chhuak thei a ni.
Heng data te hi engineering telemetry data chauh ni lovin, nakin lawkah hun engemaw chen thlirlet theih a ni a, real-time adaptive control, fuel hman dan, component failure prediction leh pilot notification te a tipung bawk a, hei hian fault diagnosis leh prediction tha takin a tihlawhtling thei a ni.
General Electric (GE) entirnan han en ila.USA, Atlanta-a GE Energy Monitoring and Diagnostics (M&D) Center hian khawvel ram 50 chuangah GE gas turbine sang tam tak data a khawlkhawm a, nitin customer-te tan 10G data a khawlkhawm thei a ni.System chhunga sensor vibration leh temperature signal atanga big data flow awm reng chu thlirlet rawh.Heng big data analysis te hian GE-in gas turbine fault diagnosis leh early warning a neih theihna tur a pui dawn a ni.
Wind turbine siamtu Vestas pawhin weather data leh a turbine meter data cross-analyze hmangin thlipui turbine layout a tichangtlung a, hei hian thlipui turbine power output level a tisang a, service life pawh a ti rei bawk.
3. Industrial IoT production line-a big data hman dan
Tunlai industrial manufacturing production line-ah hian sensor te tak te sang tam tak dah a ni a, temperature, pressure, heat, vibration leh noise te hriat theihna tur a ni.
Second tlemte danah data lakkhawm a nih avangin heng data hmang hian analysis chi hrang hrang a awm thei a, chung zingah chuan equipment diagnosis, power consumption analysis, energy consumption analysis, quality accident analysis (production regulations bawhchhiatna, component failure te pawh a tel), etc. te pawh a tel.
A hmasa berah chuan production process tihchangtlunna lam hawi chuan heng big data te hi production process-a hman hian production process zawng zawng hi a zirchiang thei a, link tinte execute dan pawh a hrethiam thei bawk.Process pakhat chu standard process atanga a inthlak danglam chuan alarm signal a lo chhuak ang a, error emaw bottleneck emaw chu rang zawkin hmuh theih a ni ang a, chu buaina chu awlsam zawkin a chinfel theih ang.
Big data technology hmang hian industrial product siam dan tur virtual model siam theih a ni bawk a, siam chhuah dan simulate leh optimize theih a ni bawk.System chhunga process leh performance data zawng zawng siam thar theih a nih hunah chuan he transparency hian manufacturer te chu an production process tihchangtlun nan a pui dawn a ni.
Entirnan, energy hman dan thlirletna lamah chuan, hmanrua siam chhuah chhunga thil siam chhuah dan zawng zawng central-a enfiah turin sensor hman hian energy hman danah thil danglam emaw, peak emaw a hmu thei a, chutiang chuan siam chhuah chhungin energy hman dan chu a tha thei ang bera hman theih a ni a, process zawng zawng pawh a tha thei ang tih tur a ni.Analysis hian energy hmanna nasa takin a tihtlem phah dawn a ni.
4. Industrial supply chain thlirletna leh tihchangtlun
Tunah hian big data analysis hi e-commerce company tam tak tan chuan an supply chain-te inelna tihpunna atana hmanraw pawimawh tak a ni tawh a ni.
Entirnan, e-commerce company Jingdong Mall chuan big data hmangin hmun hrang hranga bungrua mamawh zat chu a hmain a zirchiang a, a sawi lawk a, chu chuan distribution leh warehousing efficiency a ti sang a, a tuk lama customer experience a tichiang bawk.
RFID leh product dangte electronic identification technology, Internet of Things technology, leh mobile Internet technology te hian industrial enterprise te chu product supply chain kimchang tak big data an hmuh theih nan a pui thei a ni.Heng data te hi analysis atana hman hian warehousing, distribution, leh sales efficiency nasa takin a tipung ang a, senso pawh nasa takin a tipung ang.tlahniam.
United States-ah hian OEM supplier lian 1,000 chuang an awm a, thil siamtu company-te hnenah thil chi hrang hrang 10,000 chuang an pe chhuak a ni.Manufacturer tin hian an thil siam hralhna atan market forecast leh variable hrang hrang dang, sales data, market information, exhibition, news, leh competitor data , Tin, weather forecast thlengin an rinchhan a ni.
Sales data, product sensor data, leh supplier database atanga data hmangin industrial manufacturing company te chuan khawvel hmun hrang hranga demand dik takin an sawi thei a ni.
Inventory leh sales price te hi track theih a nih avangin, man tlahniam hunah pawh lei theih a nih avangin manufacturing company te hian sum tam tak an humhim thei a ni.
Product chhunga sensor siam data chu product-a thil dik lo awm leh part mamawhna hmun hriat nan i hmang nawn leh a nih chuan khawiah nge part mamawh tih leh engtikah nge parts mamawh tih pawh an sawi thei bawk.Hei hian inventory nasa takin a tihtlem ang a, supply chain pawh a ti tha ang.
