I-AI Ekuhloleni Uwoyela Negesi
I-AI ihlunga izinhlolovo zokuzamazama komhlaba, izingodo zemithombo, nedatha yesathelayithi ukuze kutholwe imithombo kawoyela negesi ngokushesha nangokunembe kakhudlwana.
Uhlolojikelele
It cuts the cost and guesswork of deciding where to drill.
I-Deep Dive
Ukuthola ama-hydrocarbon kusho ukuhumusha amasethi edatha amakhulu, anomsindo: izinhlolovo zokuzamazama komhlaba ze-3D ne-4D, izingodo zemithombo, amasampula abalulekile, nomlando wokukhiqiza. Ngokwesiko izazi ze-geophysicist zazitolika ngesandla lokhu phakathi nezinyanga. I-AI isheshisa lokhu ngokumangalisayo. Amamodeli okufunda okujulile, ikakhulukazi amanethiwekhi e-convolutional neural, ahlonza ngokuzenzakalela amaphutha e-geological, amadome kasawoti, kanye nezendlalelo ze-stratigraphic ezithombeni zokuzamazama komhlaba. Ukufunda ngomshini kudatha yelogi ebikezela ukugoba kwedwala kanye nokungeneka, izici ezinquma ukuthi uwoyela ungageleza yini. Izinkampani zakha amamodeli we-reservoir futhi zisebenzisa 'ukufanisa umlando' okuqhutshwa yi-AI ukuze zilinganise ukulingisa ngokumelene nokukhiqizwa kwangempela. I-AI iphinde iqondise ukubhola ngesikhathi sangempela, iqondise kancane ukuze ihlale 'endaweni yokukhokha' ekhiqizayo kanye nokuhlaba umkhosi izingozi ezifana noshintsho olusheshayo lwengcindezi engabangela ukufutheka. Inzuzo yizimbobo ezimbalwa ezomile kanye nengozi ephansi yokuhlola.
I-Technical Insight
Ukuhumusha ngokuzamazama komhlaba kuvame ukusebenzisa ama-CNN aqeqeshelwe ukuhlukanisa amaphutha nama-horizons ngevolumu yezithombe ze-3D, kwelapha idatha yokubonisa njengama-voxel ezithombe zezokwelapha. Kumalogu emithombo, amamodeli okuhlehla kanye nokuhlukaniswa kwemephu amasignali alinganisiwe (i-gamma ray, resistivity, sonic) kuya kuzakhiwo ze-rock. 'Amamodeli e-Surrogate' acishe afane nezilingisi zereservoir ezisuselwe ku-physics ukuze onjiniyela bakwazi ukusebenzisa izinkulungwane zezimo ngokushesha. Ukufunda okuqiniswayo kanye nokwenza kahle kwe-Bayesian kusiza ukukhetha ukubekwa kahle ukuze kwandiswe ukululama.
I-Strategic Impact
Context and rules
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso.
Ukulawulwa kwekhwalithi
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada.
Yakha ukukhetha
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili.
Ikusasa le-AI Ekuhloleni Uwoyela Negesi
Lindela amalophu esikhathi sangempela aqinile lapho izinzwa ze-downhole ziphakela i-AI elungisa ukubhola ngokushesha, namawele edijithali azo zonke izinkambu ezibuyekezwa ngokuqhubekayo. Amakhono afanayo okwenza imodeli engaphansi komhlaba abheke ekuthathweni kwekhabhoni nasekugcinweni namandla e-geothermal, lapho i-AI kufanele iqinisekise ukuthi i-CO2 ejovwe ihlala ibambekile noma lelo dwala elishisayo lizokhipha ukushisa. Njengoba imboni ibhekene nengcindezi yokushintsha amandla, i-AI iya ngokuya iqondisa ukuncishiswa kwesisi esikhishwayo kanye nokutholwa kokuvuza kwe-methane eceleni kokuhlola.
Ukuqaliswa Komhlaba Wangempela
I-ExxonMobil kanye Microsoft isebenzisa ukufunda ngomshini ukuze kuthuthukiswe ukumba nokukhiqiza kwePermian Basin
UShell usebenzisa i-AI ukuhumusha idatha yokuzamazama komhlaba nokubikezela ukwehluleka kwemishini kuyo yonke imisebenzi
Amathuluzi okumodela echibi le-BP asebenzisa ukufaniswa komlando oshayelwa yi-AI ukuze kubikezelwe ukuphuma kwenkambu
Izinhlelo zesathelayithi ne-AI zokuthola i-methane (isb., ezivela ezinkampanini ezifana ne-Kayrros) ezibona ukuvuza ezindaweni zemithombo
Izingozi & Guardrails
Izidingo zokulawula zingenza ama-prototypes aqine ngenye indlela.
Idatha yomlando ingase ihlanganise ukuchema okulimaza imiphakathi ethile.
Izinhlelo zefa zingakha izithiyo zokuhlanganisa kanye nezindleko ezifihliwe.
Ukuqalisa Umhlahlandlela
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva.
Qhubeka Uhlole
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Umhlahlandlela olandelayo
I-AI ku-Sports Analytics
Imibuzo evame ukubuzwa
What is AI in Oil and Gas Exploration?
I-AI ihlunga izinhlolovo zokuzamazama komhlaba, izingodo zemithombo, nedatha yesathelayithi ukuze kutholwe imithombo kawoyela negesi ngokushesha nangokunembe kakhudlwana. Yehlisa izindleko kanye nokuqagela kokunquma ukuthi uzobhola kuphi.
Hlobo luni lwedatha amamodeli e-AI athembele kakhulu kulo ukuze enze imephu yamadamu angaphansi komhlaba?
I-Exploration AI ihumusha izithombe zenhlolovo yokuzamazama komhlaba kanye nezilinganiso ezibhalwe kahle, eziveza ukwakheka kwedwala elingaphansi komhlaba kanye nezakhiwo.
Iluphi uhlobo lwenethiwekhi ye-neural oluvame ukusetshenziselwa ukubona amaphutha nezendlalelo ezithombeni zokuzamazama komhlaba ze-3D?
Ama-CNN ahamba phambili kudatha efana nesithombe, ngakho-ke asetshenziselwa ukuhlukanisa amaphutha, ama-horizons, namadome kasawoti ngevolumu yokuzamazama komhlaba njengokucabanga kwezokwelapha.
Iyiphi inzuzo ebalulekile yokuphepha ye-AI eqondisa i-drill bit ngesikhathi sangempela?
I-AI yesikhathi sangempela iqapha izimo ze-downhole futhi ixwayise ngokushintsha kwengcindezi eyingozi, isiza ukuvimbela ukushaywa nokugcina ibhithi endaweni ekhokhayo.
Kungani onjiniyela basebenzisa i-AI 'imodeli ye-surrogate' yezilingisi ze-reservoir?
Ukulingisa okusekelwe kwi-physics kuhamba kancane ngokwekhompyutha; I-AI iyazilinganisa, ivumela ukuhlolwa okusheshayo kwezinkulungwane zezimo.
Yikuphi ukusetshenziswa kokuguqulwa kwamandla okufana ne-subsurface AI esetshenziswayo manje?
Amakhono okumodela angaphansi komhlaba adluliswa ngokuqondile ekuqinisekiseni ukuthi i-CO2 ejovwe ihlala ivaleleke ngaphansi kanye namaphrojekthi we-geothermal.