AI mubushakashatsi bwa peteroli na gaze
AI ishungura mubushakashatsi bwibiza, ibiti byiza, hamwe namakuru ya satelite kugirango ibone ibigega bya peteroli na gaze byihuse kandi neza.
Incamake
It cuts the cost and guesswork of deciding where to drill.
Kwibira cyane
Kubona hydrocarbone bisobanura gusobanura imibare nini, yuzuye urusaku: ubushakashatsi bwibiza bya 3D na 4D, ibiti byiza, ingero zingenzi, namateka yumusaruro. Ubusanzwe abahanga mu bumenyi bwa geofiziki basobanuye intoki muri aya mezi. AI yihuta cyane. Icyitegererezo cyimbitse cyo kwiga, cyane cyane imiyoboro yimitsi ihindagurika, ihita imenya amakosa ya geologiya, amadirishya yumunyu, hamwe na stratigraphic layer mumashusho yimitingito. Kwiga imashini kumakuru yamakuru neza ateganya urutare kandi rworoshye, ibintu byerekana niba amavuta ashobora gutemba. Amasosiyete yubaka icyitegererezo cyibigega kandi agakoresha AI ikoreshwa n '' amateka ahuye 'kugirango ahindure ibigereranyo bivuye ku musaruro nyawo. AI irayobora kandi gucukura mugihe nyacyo, ikayobora bito kugirango igume muri 'zone zone' itanga umusaruro kandi ikanagaragaza ingaruka nkimpinduka zitunguranye zishobora gutera inkubi y'umuyaga. Kwishura ni bike byumye kandi ibyago byo gukora ubushakashatsi.
Ubushishozi
Ubusobanuro bwa Seismic bukunze gukoresha CNNs yatojwe gutandukanya amakosa na horizone mububiko bwa 3D ishusho, ifata amakuru yibitekerezo nkamajwi yubuvuzi-yerekana amashusho. Kubiti byiza, gusubira inyuma hamwe nicyitegererezo cyerekana ikarita yapimwe ibimenyetso (gamma ray, resistance, sonic) kumiterere yibutare. 'Surrogate moderi' igereranya gahoro gahoro ya fiziki ishingiye ku bigega bigereranya kugirango injeniyeri zishobore gukoresha ibihumbi byihuse. Kwiga gushimangira hamwe no gutezimbere kwa Bayesian bifasha guhitamo ahantu heza kugirango ugarure neza.
Ingaruka z'Ingamba
Context and rules
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Kugenzura ubuziranenge
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Build choices
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Kazoza ka AI mubushakashatsi bwa peteroli na gaze
Witegereze igihe gikwiye cyane aho sensororo yo hasi igaburira AI ihindura imyuka ako kanya, hamwe nimpanga ya digitale yimirima yose ivugurura ubudahwema. Ubuhanga bumwe bwo kwerekana imiterere y'ubutaka burimo kwibanda ku gufata karubone no kubika hamwe n'ingufu za geothermal, aho AI igomba kugenzura ko CO2 yatewe itaguma mu mutego cyangwa ko urutare rushyushye ruzatanga ubushyuhe. Mu gihe inganda zihura n’ingutu-y’inzibacyuho, AI igenda yibasira kugabanya ibyuka bihumanya ikirere no kumenya metani-yamenetse hamwe n’ubushakashatsi.
Gushyira mu bikorwa Isi
ExxonMobil na Microsoft gukoresha imashini yiga imashini kugirango borohereze gucukura ikibaya cya Permiya no kubyaza umusaruro
Igikonoshwa ukoresheje AI kugirango usobanure amakuru yimitingito no guhanura ibikoresho byananiranye mubikorwa
Ibikoresho byo kwerekana ikigega cya BP ukoresheje amateka ya AI-ajyanye n'amateka ahuye n'ibiteganijwe gusohoka
Porogaramu ya Satelite na AI methane-yo gutahura (urugero, kuva mubigo nka Kayrros) kubona ibimeneka kurubuga rwiza
Ingaruka & Kurinda
Ibisabwa kugenzurwa birashobora gutesha agaciro ubundi prototypes ikomeye.
Amakuru yamateka arashobora gushiramo kubogama byangiza abaturage.
Sisitemu yumurage irashobora gushiraho uburyo bwo kwishyira hamwe nibiciro byihishe.
Igishushanyo mbonera
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
AI mu Isesengura rya Siporo
Ibibazo bikunze kubazwa
What is AI in Oil and Gas Exploration?
AI ishungura mubushakashatsi bwibiza, ibiti byiza, hamwe namakuru ya satelite kugirango ibone ibigega bya peteroli na gaze byihuse kandi neza. Igabanya ikiguzi no gukeka guhitamo aho uzacukura.
Ni ubuhe bwoko bw'amakuru moderi ya AI ishingiye cyane ku ikarita y'ibigega byo munsi y'ubutaka?
Ubushakashatsi AI busobanura amashusho yubushakashatsi bwibiza hamwe nugupima neza-ibiti, byerekana imiterere yubutare bwubutaka hamwe nimiterere.
Ni ubuhe bwoko bw'urusobe rusanzwe rukoreshwa mugushakisha amakosa hamwe nibishusho bya 3D seisimike?
CNNs nziza cyane mumashusho asa nishusho, nuko bamenyereye gutandukanya amakosa, utambitse, hamwe numubumbe wumunyu mububumbe bwa seisimike nkibishusho byubuvuzi.
Ni izihe nyungu z'umutekano za AI ziyobora imyitozo mugihe nyacyo?
Igihe nyacyo AI ikurikirana imiterere yimanuka kandi ikanaburira impinduka zumuvuduko ukabije, ifasha mukwirinda guturika no kugumisha biti mukarere kahembwa.
Kuki injeniyeri bakoresha AI 'surrogate moderi' ya simulator?
Ibigereranirizo bya fiziki bigereranwa biratinda kubara; AI iragereranya, igerageza ibizamini byihuse ibihumbi.
Ni ubuhe buryo bwo gukoresha ingufu-inzibacyuho ikoreshwa nubutaka bumwe AI ubu ikoreshwa?
Ubuhanga bwo kwerekana imiterere yubutaka bwoherejwe kugirango hamenyekane ko CO2 yatewe iguma mu mutego no mu mishinga ya geothermal.