Incamake
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.
AI mubushakashatsi bwa peteroli na gazi ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muburyo bwo guhitamo.
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. Uburyo bwimbitse bwo kwiga, cyane cyane imiyoboro yimitsi ihindagurika, ihita imenya amakosa ya geologiya, amadomeri 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 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.
Kumenya 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. Igabanya ikiguzi no gukeka guhitamo aho uzacukura. AI mubushakashatsi bwa peteroli na gazi ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muburyo bwo guhitamo. Kugirango wubake byimbitse, fata AI mubushakashatsi bwa peteroli na gazi nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubikorwa, amatsinda akomeye akoresha AI mubushakashatsi bwa peteroli na gazi ahuza ubushobozi bwa tekiniki na politiki ya domaine, ubugenzuzi, no gufata ibyemezo imbere. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mugihe kimwe, ibisabwa byubuyobozi birashobora gutesha agaciro ubundi prototypes ikomeye. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
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 ajyanye no guhanura umusaruro
Porogaramu ya Satelite na AI methane-yo gutahura (urugero, kuva mubigo nka Kayrros) kubona ibimeneka kurubuga rwiza
Uburyo bwo Gushyira mu bikorwa
AI mubushakashatsi bwa peteroli na gazi mubikorwa
ExxonMobil na Microsoft gukoresha imashini yiga imashini kugirango borohereze gucukura ikibaya cya Permiya no kubyaza umusaruro.
ExxonMobil na Microsoft gukoresha imashini yiga imashini kugirango borohereze gucukura ikibaya cya Permiya no kubyaza umusaruro Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mubushakashatsi bwa peteroli na gazi mubikorwa
Igikonoshwa ukoresheje AI kugirango usobanure amakuru yimitingito no guhanura ibikoresho byananiranye mubikorwa.
Igikonoshwa ukoresheje AI kugirango usobanure amakuru yimitingito no guhanura kunanirwa kw'ibikoresho mu bikorwa Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mubushakashatsi bwa peteroli na gazi mubikorwa
Ibikoresho byo kwerekana ikigega cya BP ukoresheje amateka ya AI-ajyanye n'amateka ajyanye no guhanura umusaruro.
Ibikoresho byo kwerekana ikigega cya BP ukoresheje amateka ya AI ajyanye n'amateka ajyanye no guhanura umusaruro w'amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mubushakashatsi bwa peteroli na gazi mubikorwa
Porogaramu ya Satelite na AI methane-yo gutahura (urugero, kuva mubigo nka Kayrros) ibona imyanda ahantu heza.
Porogaramu ya Satelite na AI methane-detection (urugero, uhereye kumasosiyete nka Kayrros) kubona ibimeneka kurubuga rwiza Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
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.
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Emeza kubahiriza inshingano z'umutekano hakiri kare. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.