5. Product hralhna tur ruahmanna leh demand enkawl dan tur .
Tuna demand inthlak danglamna leh combination te thlirlet nan big data hmang rawh.
Big data hi sales analysis hmanraw tha tak a ni. Historic data multi-dimensional combination hmang hian regional demand proportion leh inthlak danglamna te, product category hrang hranga market larna te, combination form hman tlanglawn ber ber te, leh consumer level te kan hmu thei a ni. Product strategy leh distribution strategy siamrem theih nan.
Analysis thenkhatah chuan school season tir lamah college leh university tam zawk awmna khawpuiah stationery mamawhna a sang zawk dawn tih kan hmu thei a, chutiang chuan heng khawpuiah hian dealer te promotion kan tipung thei ang a, chu chuan school season tan tirh lamah order tam zawk turin a hip thei ang a, chutih rual chuan school season tan tirh lamah pawh a tel ve thei bawk ang. Thla khat emaw thla hnih emaw kalta khan production capacity planning chu promotion demand phuhruk nan an tan a.
Product siam dan lamah chuan consumer group-in an ngaih pawimawh dan azirin product function leh performance te an siamrem thin. Entirnan, kum tlemte kalta khan mi zawng zawngin music phone hman an duh vek a, mahse tunah chuan mi zawng zawngin mobile phone hmanga internet surf, thlalak leh share, etc. Mobile phone-a camera function tihchangtlun hi thil pakhat chauh a ni. Trend, 4G mobile phone pawh hian market share lian zawk a luah bawk. Market detail thenkhat big data analysis hmangin hralhna tur hmun tam zawk hmuh theih a ni.
6. Thil siam chhuah dan tur ruahmanna leh schedule siam dan .
Manufacturing industry hian multi-variety leh small-batch production model a hmachhawn mek a ni. Refined, automatic, a hun taka leh awlsam taka data lakkhawm (ME/DCS) leh variability te hian data nasa takin a tipung a ni. Chu bakah, kum sawm chuang zet informatization historical data a ngai a, chu chu fast-responding APS atan chuan, harsatna lian tak a ni.
A control dan tur chu . Hangao Tech (Seko Machinery) 's tih a ni. Intelligent stainless steel welded pipe making machinery line chuan welded pipe tin, tuna a size, welding speed, annealing temperature, etc. te siam chhuah data chu a track thei a, a record thei bawk a, chu chu Internet of Things technology hman a nih tak avangin, big data chuan data information chipchiar zawk min pe thei a, chu chuan deviation of deviation of deviation of deviation leh actual capacity skillintraints, materials, personnel constraint, personnel constraint, te chu a hmuchhuak thei a ni. Constraints, leh intelligent optimization algorithms hmangin pre-planning leh scheduling siam a, plan leh on-site tak tak inkara inthlak danglamna chu enfiah a, planning leh scheduling chu dynamically adjust a ni.
'portrait'-a chhiatna awmte pumpelh turin min pui a, mimal chungah group characteristics direct-a dahin (work center data chu data bik, hmanrua, mi, mold, etc.-ah direct-in a thlak a ni). Data correlation analysis leh IT enkawlna hmang hian hmalam hun atan kan ruahman thei ang.
Big data hi a dik lo deuh a nih pawhin, a hman dan tur dik tak a nih chhung chuan Big Data hi kan tan chuan ralthuam chak tak a ni dawn a ni. Chutih lai chuan Ford chuan big data customer mamawh chu eng nge ni tih a zawt a. A chhanna chu tuna car lar tak takte ai chuan 'a faster horse' a ni.
Chuvangin, big data khawvelah chuan creativity, intuition, adventurous spirit leh intellectual ambition te hi a pawimawh hle.
7. Product quality enkawl dan leh thlirletna .
Traditional manufacturing industry hian big data hian nghawng a nei mek a ni. Product research leh development, process design, quality management, production leh operation lamah chuan industrial context-a big data-a harsatna awmte hmachhawn dan thar lo piang tur chu kan nghakhlel hle a ni.
Entirnan, semiconductor industry-ah chuan chip te hian process complex tak tak an paltlang a, chu chu doping, build-up, photolithography, leh heat treatment te chu an siam chhuah chhung hian a ni. Step tin hian taksa lam thil chi hrang hrang mamawh tak tak a tlin a ngai a ni. Highly automated equipment hmangin products process a ni. Chutih rual chuan test result lian tak tak pawh a rualin a lo chhuak bawk.
Hetiang data tam tak hi enterprise phurrit emaw, enterprise-a gold mine emaw a ni em? A hnuhnung zawk hi a nih chuan engtin nge 'Gold Mine' atanga product yield fluctuation awm chhan pawimawh tak takte chu rang takin kan hriat theih ang? Hei hi technical problem a ni a, semiconductor engineer te chu kum tam tak chhung an lo tibuai tawh a ni.
Semiconductor technology company-in testing process an kalpui hnuah wafers an siam hnuah, test item za chuang leh test record line maktaduai tam tak awmna data set chu nitin an siam chhuak ṭhin.
Quality management-a thil mamawh bulpui ang chuan, hna pawimawh tak chu technical specification hrang hrang nei test item za chuang zeta process capability analysis neih hi a ni.
Traditional work model kan zawm chuan process capability index za khat aia tam chu step khat hnu step khatin kan chhut a ngai a, quality characteristic tinte chu pakhat hnu pakhatin kan evaluate a ngai bawk.
Hetah hian hnathawh tam tak leh buaithlak tak tak eng pawh ni se, mi tu emaw chuan chhut dan buaina chu chinfel theih ni mah se, an inzawmna chu process capability index za tam tak aṭanga hmuh a harsa a, a thil siam quality pum pui hriat a harsa zawk bawk. Hnathawh dan hriatthiamna leh thupui tawi tak a awm a.
Mahse, Big Data Quality Management Analysis Platform kan hman chuan, rang taka traditional single indicator process capability analysis report rei tak kan hmuh bakah, a pawimawh zawk chu, big data set khat atang hian analysis thar tam tak kan hmu thei bawk. nghawngchhuah.
8. Industrial pollution leh boruak humhalh dan testing .
Internet of Things atanga chhut chuan production process-a data zawng zawng chu record leh monitor a ni a, big data hi environment humhalh nan a hlu hle a ni.
China sorkar website-ah hian ministry leh commission hrang hrang website, Petrochina leh Sinopec-a official website, environment humhalhtu pawlte official website, leh special agency thenkhat, mipui hamthatna leh environment humhalhna data tam zawk leh tam zawk chu zawhfiah theih a ni a, chung zingah chuan national air leh hydrological data, meteorological data, factory distribution leh pollution discharge compliance status wait for data leh so on te pawh a tel a ni.
Mahse, heng data te hi a darh zau lutuk a, professional lutuk a ni a, thlirletna a awm loh bakah hmuh theih lohna a awm a, mi pangngai pawhin an hrethiam thei lo. I hriatthiam theih leh i ngaihven theih chuan big data chu khawtlang tana boruak humhalh dan enfiahna atana hmanraw pawimawh tak a ni ang.
Baidu hian 'national pollution monitoring map' a tlangzarh hi a tha hle. Open environmental protection big data nen a inzawm chuan Baidu Maps hian pollution detection layer a belhchhah a ni. Tu pawhin an ram leh anmahni biala province leh khawpui te en nan an hmang thei a, chu zawng zawng chu environment humhalhna lamah an hmang vek a ni. A hmunhma chanchin, pawl hming, emission source chi hrang hrang, leh Environmental Protection Agency-in (thermal power plant hrang hrang, state-controlled industrial enterprise, leh sewage treatment plant-te pawh tel) a puan, pollution discharge compliance status hnuhnung ber chu Bureau enkawlna hnuaiah a awm a ni.
I hnaih ber pollution source chu i en thei ang a, hriattirna a rawn lang ang a, monitoring point-a inspection item zingah eng nge standard aia tam, leh standard aia tam a nih chuan. He thu hi real-time social media platform-ah hman theih a ni a, chu chuan ṭhiante hriattir a, mi zawng zawng chu boruak bawlhhlawh chhuahna leh mimal himna leh hriselna ngaihven turin a hriattir thei a ni.
Industrial big data hmanna hian value potential a nei tha hle. Mahse, heng hlutnate tihhlawhtlinna tur hian hna tam tak thawh tur a la awm.
Pakhat chu big data awareness din chungchang hi a ni. Tun hma chuan hetiang data lian tak tak hi a awm a, mahse big data hriatna a awm loh avangin, data analysis methods pawh a tling tawk lo a, real-time data tam tak paih emaw, shelve emaw a nih avangin, data tam tak hlutna awm thei chu phum a ni.
Thil pawimawh dang chu data islands chungchang a ni. Industrial enterprise tam tak data hi enterprise chhunga thliarkar hrang hrangah sem darh a ni a, a bik takin multinational company lian tak takah chuan a awm a ni. Enterprise pumpui atanga heng data te hi lakchhuah a harsa khawp mai.
Chuvangin, industrial big data application atana thil pawimawh tak chu integrated application a ni.
