AI a cikin Binciken Mai da Gas
AI yana zazzagewa ta hanyar binciken girgizar ƙasa, rajistan ayyukan rijiyoyi, da bayanan tauraron dan adam don nemo tafkunan mai da iskar gas cikin sauri da kuma daidai.
Dubawa
It cuts the cost and guesswork of deciding where to drill.
Zurfafa nutsewa
Neman hydrocarbons yana nufin fassarar manyan bayanai masu yawan hayaniya: 3D da 4D binciken girgizar ƙasa, rijiyoyin rijiyar, samfuran asali, da tarihin samarwa. A al'ada geophysicists da hannu-fassara wadannan a cikin watanni. AI yana haɓaka wannan sosai. Siffofin ilmantarwa mai zurfi, musamman hanyoyin sadarwa na jujjuyawar jijiyoyi, suna gano kurakuran yanayin ƙasa ta atomatik, ɗakunan gishiri, da yadudduka masu ƙima a cikin hotunan girgizar ƙasa. Koyon na'ura akan bayanan log ɗin rijiyar yana annabta porosity na dutse da yuwuwa, kaddarorin da ke tantance ko mai zai iya gudana. Kamfanoni suna gina nau'ikan tafki kuma suna amfani da ''madaidaitan tarihi'' wanda AI ke motsawa don daidaita simintin gyare-gyare akan samarwa na gaske. AI kuma yana jagorantar hakowa a cikin ainihin lokaci, yana jagorantar ɗan lokaci don tsayawa a cikin 'yankin biyan kuɗi' mai albarka da kuma nuna haɗari kamar canjin matsa lamba na kwatsam wanda zai iya haifar da busa. Abinda aka biya shine ƙarancin busassun ramuka da ƙananan haɗarin bincike.
Fahimtar Fasaha
Fassarar Seismic galibi tana amfani da CNNs waɗanda aka horar da su don rarraba kurakurai da hangen nesa a cikin kundin hoto na 3D, suna kula da bayanan tunani kamar voxels na hoto na likita. Don rajistan ayyukan rijiyar, regression da ƙirar ƙira taswirar taswirar sigina masu auna (gamma ray, resistivity, sonic) zuwa kaddarorin dutse. 'Surrogate model' kimanin jinkirin na'urorin tafki na tushen kimiyyar lissafi don haka injiniyoyi zasu iya tafiyar da dubban al'amura cikin sauri. Ƙarfafa koyo da haɓakar Bayesian suna taimakawa wajen zaɓar wuri mai kyau don haɓaka farfadowa.
Dabarun Tasiri
Mahallin da dokoki
Halin masana'antu yana ƙayyade ko ra'ayoyin AI sun tsira hulɗa da gaskiya.
Kula da inganci
Matsakaicin yanki yana tasiri karɓaɓɓun ƙimar kuskure da ƙirar sa ido.
Gina zaɓuɓɓuka
Nasarar tura kayan aiki sun daidaita iyawar fasaha tare da ayyukan aiki na gaba.
Makomar AI a cikin Binciken Mai da Gas
Yi tsammanin madaidaitan madaukai na ainihin lokacin inda na'urori masu auna firikwensin ƙasa ke ciyar da AI wanda ke daidaita hakowa nan take, da tagwayen dijital na gabaɗayan filayen da ke ɗaukaka ci gaba. Dabarun ƙirar ƙirar ƙasa iri ɗaya suna karkata zuwa kama carbon da adanawa da makamashin ƙasa, inda AI dole ne ya tabbatar da cewa CO2 da aka yi masa allura ya tsaya a tarko ko dutsen zafi zai haifar da zafi. Yayin da masana'antar ke fuskantar matsin lamba-sauyi makamashi, AI yana ƙara kai hari ga rage hayaki da gano leak ɗin methane tare da bincike.
Aiwatar da Gaskiyar Duniya
ExxonMobil da Microsoft amfani da injin koyo don inganta hakowa da samarwa na Permian Basin
Shell yana amfani da AI don fassara bayanan girgizar ƙasa da hasashen gazawar kayan aiki a cikin ayyuka
Kayan aikin ƙirar tafki na BP ta yin amfani da tarihin AI wanda ya yi daidai da fitar da filin hasashen
Tauraron dan Adam da shirye-shiryen gano methane na AI (misali, daga kamfanoni kamar Kayrros) suna hange leaks a rijiyoyin.
Hatsari & Tsare-tsare
Bukatun tsari na iya ɓata in ba haka ba ƙaƙƙarfan samfuri.
Bayanan tarihi na iya ɓoye son zuciya da ke cutar da takamaiman al'ummomi.
Tsarin gado na iya haifar da ƙullun haɗin kai da ɓoyayyun farashi.
Taswirar Hanya
Haɗa ƙwararrun yanki daga tsara matsala zuwa ƙima.
Zane hanyoyin duba da takaddun kafin ƙaddamarwa.
Tabbatar da yarda da wajibai na aminci da wuri.
Fitar a cikin matakai tare da bayyanannen ma'auni na tsayawa da juyawa.
Ci gaba da Bincike
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Jagora na gaba
AI a cikin Nazarin Wasanni
Tambayoyin da ake yawan yi
What is AI in Oil and Gas Exploration?
AI yana zazzagewa ta hanyar binciken girgizar ƙasa, rajistan ayyukan rijiyoyi, da bayanan tauraron dan adam don nemo tafkunan mai da iskar gas cikin sauri da kuma daidai. Yana yanke farashi da kuma hasashe na yanke shawarar inda za a haƙa.
Wane irin bayanai ne samfuran AI suka fi dogara da su don taswirar tafkunan karkashin kasa?
Exploration AI yana fassara hotunan binciken girgizar ƙasa da ma'auni mai kyau, waɗanda ke bayyana tsarin dutsen ƙasa da kaddarorin.
Wane nau'in cibiyar sadarwa na jijiyar da aka saba amfani da shi don gano kurakurai da yadudduka a cikin hotunan girgizar kasa na 3D?
CNNs sun yi fice a kan bayanai masu kama da hoto, don haka ana amfani da su don rarraba kurakurai, hangen nesa, da kuma wuraren gishiri a cikin juzu'in girgizar ƙasa kamar hoton likita.
Menene babban fa'idar aminci na AI jagorantar rawar rawar jiki a cikin ainihin lokacin?
Real-time AI yana lura da yanayin ƙasa kuma yayi gargadin sauye-sauye masu haɗari masu haɗari, yana taimakawa hana busawa da kuma kiyaye bit a cikin yankin biya.
Me yasa injiniyoyi ke amfani da AI 'surrogate model' na na'urar kwaikwayo ta tafki?
Simulators na tushen tafki suna jinkirin lissafi; AI yana maye gurbin su, yana ba da damar gwaji cikin sauri na dubban al'amura.
Wanne amfani da canjin makamashi ke amfani da subsurface AI a yanzu?
Ƙwarewar ƙirar ƙirar ƙasa tana canjawa kai tsaye zuwa tabbatar da cewa CO2 da aka yi masa allura ya tsaya a tarko a ƙarƙashin ƙasa da kuma ayyukan geothermal.