Industrial Big Data hi concept thar a ni a, literal takin hriatthiam a ni a, industrial big data tih hian industrial information hmanna atana big data siam chhuah a kawk a ni.
Informatization leh industrialization te thuk taka inzawmkhawm a nih tak avangin information technology chuan industrial chain of industrial enterprises link zawng zawngah, barcode, QR codes, RFID, industrial sensors, industrial automatic control systems, industrial internet of things, ERP, CAD/CAE/ CAI leh technology dangte chu industrial enterprise-ah hman a ni nasa hle a ni.
A bik takin industrial field-a internet, mobile internet, leh internet of things ang chi, generation thar information technology hman a nih tak avangin industrial enterprise-te pawhin Internet industry-ah hmasawnna kawng thar an lut a, industrial enterprise-te data neihte pawh a tam chho zel a ni.
Industrial big data hman hian industrial enterprise-a thil thar leh inthlak danglamna hun thar a thlen dawn a ni. Internet leh mobile Internet of Things, information technology leh khawvel pum huapa industrial system-te’n an rawn thlen, high-speed mobile connection, distributed computing leh advanced analysis hmanga man tlawm zawka an hriatna hmangin, khawvel pum huap industry-ah inthlak danglamna thuk tak a thlen a, R&D leh enterprise siamchhuahna kawngah pawh thil thar a siam chhuak mek a ni. , hman dan, sumdawnna leh enkawlna kawng hrang hrang. Hangao Tech (Seko Machinery) chuan Internet technology chu a control system-ah a hmang a, chu chu a hnuaia mi ang hian a ni. Intelligent stainless steel industrial welded pipe making machinery , chutiang chuan party pahnih technical team-te chuan real time-a production data an enfiah thei a, operation laiin fault an hmu thei a, shutdown an veng thei bawk.
Chuvangin, industrial big data application-in harsatna leh harsatna a tawhte chu Internet industry aiin a tlem lo va, a then phei chuan a buaithlak zawk bawk.
Heng industry hrang hranga industrial enterprise tharte hian speed chak zawk, efficiency sang zawk leh insight sang zawk an thlen 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 sort out dawn a ni.
1. Product thar siam chhuah chak .
Customer leh industrial enterprise te inkara inzawmna leh sumdawnna kalphung hian data tam tak a siam chhuak dawn a ni. Heng customer dynamic data te mining leh analysis te hian customer te chu product demand analysis leh product design innovation activities ah te tel ve turin a pui thei a, product innovation ah pawh contribution a siam thei bawk.
Hemi kawngah hian Ford hi entirnan a awm. Ford Focus electric car siam thar leh optimization-ah big data technology an hmang a ni. He car hi veritable 'big data electric car a lo ni ta a ni.' Ford Focus Electric lirthei thlah khatna chuan lirthei khalh leh parking-ah data tam tak a siam chhuak a.
Driver a nih laiin driver chuan lirthei tlan chak dan, braking, battery charging leh hmun hriat theihna tur a update chhunzawm zel a ni. Hei hi driver-te tan a tangkai hle a, mahse data chu Ford engineer-te hnenah pawh thawn kir leh a ni a, customer-te lirthei khalh dan an hrethiam a, chutah chuan engtin nge, engtikah nge an charge ang tih pawh an hrethiam a ni. Lirthei chu a ding reng a nih pawhin, lirthei tire pressure leh battery system-a data chu smart phone hnai ber thlengin 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 innovation hlu tak leh thawhhona tha tak a siam thei a ni. Driver-te chuan thu angkai leh hunbi neia thu an dawng hin a, chutih laiin Detroit-a engineer-te chuan lirthei khalh dan chungchanga thu hriatte chu customer-te hriatthiam theihna tur, thil siam hatna tur ruahmanna siam tur leh thil thar siam tharte kalpui turin an hmang angkai thung.
Chubakah, power company leh third-party supplier dangte chuan charging station thar siamna tur hmun leh grid fragile grid overload loh dan tur an hriat theih nan driving data mile maktaduai tam tak an zirchiang thei bawk.
2. Product fault hriat dan leh hrilhlawkna .
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 te chu real-time diagnosis a ni ta a, big data application, modeling leh simulation technology te chuan dynamics hrilhfiah theih a ni ta a ni.
Malaysia Airlines MH370-a connection hloh zawng zawng an zawn lai hian Boeing-a engine operating data an hmuhte chuan thlawhna connection hloh tawhna kawng hriat theihna kawngah hmun pawimawh tak a chang a ni. BOEING aircraft system hi product fault diagnosis-a big data application-te’n an chanvo an neih dan en turin case angin i la ang u.
Boeing-a thlawhnaah chuan variable za tam tak, engine, fuel system, hydraulics, leh electrical system te chuan in-flight state a siam a ni. Heng data te hi teh a ni a, microsecond tlemte aia tlem loah thawn a ni. Entirna atan Boeing 737 hi la ila, engine hian minute 30 danah data terabyte 10 a siam thei a, a thlawh theih a ni.
Heng data te hi engineering telemetry data chauh ni lovin, nakin lawka hmun khata zirchian theih tur a ni a, real-time adaptive control, fuel hman dan, component failure prediction leh pilot notification te pawh a tichak a, hei hian fault diagnosis leh prediction te chu a taka a thlen thei a ni.
General Electric (GE) entirnan han en ila. Atlanta, USA-a GE Energy Monitoring and Diagnostics (M&D) Centre hian khawvel ram 50 chuangah GE gas turbine sang tam tak data a khawlkhawm a, nitin customer-te tan 10g data a khawl khawm thei bawk. System chhunga sensor vibration leh temperature signal atanga big data flow awm reng chu thlirlet rawh. Heng big data analysis te hian GE’s gas turbine fault diagnosis leh early warning te chu a pui dawn a ni.
Wind turbine siamtu vestas pawh hian boruak data cross-analyzing leh a turbine meter data hmangin wind turbine layout a tichangtlung a, chu chuan power output level of wind turbine a tisang a, service life a ti rei bawk.
3. Industrial IoT production line hmanga data lian tak hman dan .
Tunlai industrial manufacturing production line-ah hian temperature, pressure, heat, vibration leh noise te hriat theihna tur sensor te tak te sang tam tak dah a ni.
Second tlemte chhunga data lakkhawm a nih avangin, heng data hmang hian analysis chi hrang hrang tam tak a thleng thei a, chung zingah chuan equipment diagnosis, power consumption analysis, energy consumption analysis, quality accident analysis (production regulations bawhchhiatna te pawh tel), etc. te pawh a tel a ni.
A hmasa berah chuan, production process tihchangtlunna lamah chuan, heng big data hmanna process-a hman hian production process pumpui a zirchiang thei a, link tinte chu engtin nge a tih tih a hrethiam thei a ni. Process engemaw zat chu standard process atanga a inthlak danglam chuan alarm signal a lo chhuak ang a, error emaw bottleneck emaw chu a rang zawkin a hmu thei ang a, buaina chu awlsam zawkin a chinfel theih bawk ang.
Big data technology hmang hian industrial product siamchhuahna kalphung virtual model siam theih a ni bawk a, siam chhuah dan pawh simulate leh optimize theih a ni bawk. Process leh performance data zawng zawng chu system-a siam thar theih a nih chuan, he transparency hian siamtute chu an thil siam chhuah dan tur siam hatna kawngah a pui ang.
Entirna dang atan chuan, energy consumption analysis lam hawi chuan, hmanrua siam chhuahna process chhunga thil siam chhuah dan zawng zawng central-a enfiah theihna sensor hman hian energy hman danah thil dik lo emaw, peaks emaw a hmu thei a, chutiang chuan a siam chhuah chhung hian energy hman dan tur a tha thei ang bera siam theih a ni a, process zawng zawng pawh tih theih a ni bawk. Analysis hian energy hmanna nasa takin a ti tlem ang.
4. Industrial supply chain te thlirlet leh tihchangtlun .
Tunah hian big data analysis hi e-commerce company tam tak tan an supply chain te inelna tichaktu tur kawng pawimawh tak a ni tawh a ni.
Entirnan, e-commerce company Jingdong Mall chuan big data hmangin hmun hrang hranga bungrua mamawhna chu a hmain a zir chiang a, a hrilhfiah lawk a, chu chuan sem leh warehousing hman tangkai dan a tichangtlung a, a tuk zingah customer experience a tichiang bawk.
RFID leh thil dang product 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 tihpunna nasa tak leh cost nasa tak a thlen dawn a ni. tlahniam.
United States-ah hian OEM supplier lian 1,000 chuang an awm a, thil siamchhuahna company-te tan thil chi hrang hrang 10,000 chuang an pe chhuak a ni. Manufacturer tin hian market forecast leh variable hrang hrang dang, sales data, market information, exhibition, news, leh competitor data , leh an thil siam hralhna tur weather forecast thlengin an innghat a ni.
Sales data, product sensor data, leh supplier database atanga data hmangin, industrial manufacturing company te chuan khawvel hmun hrang hranga demand te chu dik takin an sawi thei a ni.
Inventory leh sales man te hi zawn theih a nih avangin, a man a san chuan lei theih a nih avangin, manufacturing company te chuan senso tam tak an humhim thei a ni.
Product-a sensor-te data siam chu product-a thil dik lo awm leh parts mamawhna hmun hriat nân i hmang leh a nih chuan, a ṭhen mamawhna hmun leh engtikah nge a mamawh tih pawh an sawi thei bawk. Hei hian inventory nasa takin a ti tlem ang a, supply chain pawh a ti tha ang.
