IA ci wàllu petroŋ ak gaz
IA dafay saytu ci saytu sismik yi, ci këyitu puus yi, ak ci done yu bawoo ci satelit ngir gis reservoir petroŋ ak gaz ci anam wu gëna gaaw te gëna jub.
Résumé
It cuts the cost and guesswork of deciding where to drill.
Plongeur bu xóot
Gis hydrocarbure mooy tekki ay done yu bari te bari bruit: gëstu sismik 3D ak 4D, dokimaa ci puus yi, misaali core yi, ak jaar-jaaru liggéey bi. Bu njëkkoon, geophysicien yi dañu daan tekki lii ci loxo ci diiru ay weer. IA dafay gaawloo lii bu baax. Royuwaayi jàng bu xóot, rawatina reso neuronal convolutionnel, dañuy xàmmee ci saasi ay foor geologik, ay dome xorom, ak ay couche stratigraphique ci nataali sismik yi. Jàngum masin ci done yiñ jëlee ci puus yi dafay wax luy porosite ak permeabilite xeer yi, muy màndarga yiy wane ndax diw mën na daw. Defarkat yi dañuy tabax ay modelu reservoir ba noppi jëfandikoo 'matching histoire' bu IA dawal ngir méngale ay simulation ak liggéey bi am ci dëgg. IA itam dafay jiite forage bi ci jamono dëgg, di taxawu bit bi ngir mu des ci 'pay zone' bi am njariñ ak di fësal loraange yu mel ni coppite yu gaaw yu mëna waral ay mbëkk. Njariñ li mooy pax yu waw yi di gëna néew, risku wër gi di gëna néew.
Gis-gis xarala
Tekki sismik dafay faral di jëfandikoo CNN yuñ tàggat ngir xaaj ay njuumte ak ay horizon ci volume nataal 3D, di jëfandikoo done yuy seetlu ni voxels nataalu medsin. Ci wàllu xët yi, régression ak xeetu xaaj yi dañuy wane siñaal yiñ natt (rayon gamma, resistivite, sonic) ci màndarga xeer yi. 'Modèlu surrogat' dafay nuru ay simulatëri reservoir yu lalu ci physique yu yeex suko defee ingénieur yi mëna doxal ay junni senaario ci lu gaaw. Jàngat buy dooleel ak njariñu Bayesian dañuy jàppale ci tànn plasement bu baax ngir mëna wér bu baax.
njeextalu pexe
Kontekst bi ak sàrt yi
Xeetu liggéey bi mooy wane ndax xalaati IA yi dina ñu mëna wéy di jëflante ak dëggantaan.
Xool kalite
Teg domen yi deñuy indi jafe-jafe ci ni njuumte yi di doxee ak ci xeetu saytu yi.
Tabax tànneef
Dugalug liggéey bu baax dafay méngale kàttan xarala yi ak def liggéey bi ci kanam.
Ëlëgu IA ci wàllu wër diw ak gaz
Xaarandil ay loop yu gëna seere ci jamono dëgg, fu ay kaptër yu am pax mi di dundal IA biy yamale forage bi ci saasi, ak seex yu numérik yu bari yuy yeesal saa yu nekk. Benn xam-xam bi ñu defar ci suufu suuf mungi wër ci japp ak dencukaay karbon ak energie geothermal, fu juntuwaay yu bees yi wara firndeel ni CO2 bi ñu dugal defay tëju mbaa xeer bu tàng bi dina defar tàngoor. Bi liggéeyukaay yi di jànkoonte ak jafe-jafe ci wàllu energie, IA dafay gëna bàyyi xelam ci wàññi gaz yu ñuy bàyyi ci jawwu ji ak gis methane biy senn ci wetu wër gi.
Doxal ci àdduna dëgg
ExxonMobil and Microsoft applying machine learning to optimize Permian Basin drilling and production
Shell dafay jëfandikoo IA ngir tekki ay done sismik ak seetlu ay jafe-jafe ci jumtukaay yi ci liggéey yépp
Jumtukaayu modelu reservoir bu BP dafay jëfandikoo jaar-jaar bu IA dawal ngir seetlu génnug terrain bi
Satelit ak prograam yiy gis methane ci juntuwaay yu bees yi (lu melni, yu bawoo ci sosiete yu melni Kayrros) di gis fuy senn ci bërëbi puus yi
Risk yi ak balustrade yi
Wareef yiñ tëral mën nañu dindi prototype yu am doole yi.
Done yu am taarix mën nañu tënk luy lore ci yenn askan.
Sistem yu yàgg yi mën nañu indi ay jafe-jafe ci lëkkaloo ak njëg yu nëbbu.
Roadmap ngir samp gi
Boole ay kàngam ci domen bi, dalee ko ci kaadar jafe-jafe yi ba ci jàngat bi.
Nafar ay yoon ngir saytu ak ay këyit balaa ngay tàmbali.
Teela xool ni ñuy sàmmoonte ak seeni wareef ci wàllu kaaraange.
Defar ko ci ay fase yu leer ci taxawal ak dellu ginaaw.
Weyal di banneexu
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Gis bi ci topp
IA ci jàngat tàggat yaram
Laaj yi ñuy faral di laaj
What is AI in Oil and Gas Exploration?
IA dafay saytu ci saytu sismik yi, ci këyitu puus yi, ak ci done yu bawoo ci satelit ngir gis reservoir petroŋ ak gaz ci anam wu gëna gaaw te gëna jub. Dafay wàññi njëg yi ak xalaat yi ciy xool fi ñuy for.
Ban xeetu done la xeetu IA yi gëna yéem ngir mëna defar kàrtu reservoir yi ci suufu suuf?
Exploration IA dafay tekki nataali survey sismik ak natt yiñ def ci puus yi, loolu dafay wane xeetu xeer yi ak seeni màndarga.
Ban xeetu reso neuronal lañuy gëna jëfandikoo ngir gis ay foor ak ay couche ci nataali sismik 3D?
CNNs yi ñoo gëna am doole ci done yu niro ak nataal, moo tax dañu leen di jëfandikoo ngir xaaj ay fault, horizon, ak dome xorom ci volume sismik yu melni nataali medsin.
Lan mooy njariñu kaaraange gi gëna mag ci IA di teg forage bi ci jamono dëgg?
Real-time IA dafay saytu anam yi ci suufu pax mi, ba noppi di artu ci coppite yu am loraange ci presion bi, di jàppale ngir moytu mbëkk yi ak tëye bit bi ci zone pay bi.
Lan moo waral ingénieur yi di jëfandikoo IA 'modèlu surrogat' ci simulatëri reservoir yi?
Similaasioŋu reservoir yi lalu ci physique dañu yeex ci wàllu ordinatër; Surrogat IA yi dañu leen jege, loolu mooy tax ñu mëna saytu ay junni senaario ci lu gaaw.
Ban jëfandikoo energie-transition mooy benn IA bi ñuy jëfandikoo leegi?
Xam-xam bi ci modeling ci suufu suuf dafay dem ci saytu ndax CO2 biñ dugal dafay des ci suufu suuf ak ci projet geothermal yi.