I-Industries GUIDE

I-AI Ekuhloleni Uwoyela Negesi

I-AI ihlunga izinhlolovo zokuzamazama komhlaba, izingodo zemithombo, nedatha yesathelayithi ukuze kutholwe imithombo kawoyela negesi ngokushesha nangokunembe kakhudlwana.

Uhlolojikelele

I-AI Ekuhloleni Kawoyela Negesi isebenzisa i-AI ezindaweni eziqondene nesizinda lapho imithethonqubo, ukusebenza, kanye nokubekezelela ubungozi kubumbe kakhulu ukukhetha kokuklama.

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.

Ukuba ingcweti kwe-AI Ekuhloleni Uwoyela Negesi

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. I-AI Ekuhloleni Kawoyela Negesi isebenzisa i-AI ezindaweni eziqondene nesizinda lapho imithethonqubo, ukusebenza, kanye nokubekezelela ubungozi kubumbe kakhulu ukukhetha kokuklama. Ukuze wakhe ukuqonda okujulile, phatha i-AI Ekuhloleni Kawoyela Negesi njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela efiselekayo, ucacise ukucabanga, futhi uhlukanise lokho uhlelo olungakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.

Empeleni, amaqembu aqinile asebenzisa i-AI Ekuhloleni Uwoyela Negesi aqondisa amandla obuchwepheshe nenqubomgomo yesizinda, ukucwaningwa kwamabhuku, kanye nokuthatha izinqumo okuphambili. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.

Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso. Ngesikhathi esifanayo, izimfuneko Zokulawula zingenza ama-prototypes aqine ngenye indlela. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.

I-Strategic Impact

Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso.

Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.

Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada.

Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.

Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili.

Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.

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

Amaphethini Okusebenzisa

I-AI ku-Oil and Gas Exploration isebenza

I-ExxonMobil kanye ne-Microsoft isebenzisa ukufunda ngomshini ukuze kuthuthukiswe ukumba nokukhiqiza kwePermian Basin.

I-ExxonMobil kanye ne-Microsoft zisebenzisa umshini wokufunda ukuze kuthuthukiswe i-Permian Basin Drilling kanye namaThimba okukhiqiza ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka kwabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-AI ku-Oil and Gas Exploration isebenza

UShell usebenzisa i-AI ukuhumusha idatha yokuzamazama komhlaba nokubikezela ukwehluleka kwemishini kuyo yonke imisebenzi.

UShell usebenzisa i-AI ukuze ahumushe idatha yokuzamazama komhlaba futhi abikezele ukwehluleka kwemishini kuyo yonke imisebenzi Amathimba ngokuvamile athola imiphumela engcono uma echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-AI ku-Oil and Gas Exploration isebenza

Amathuluzi okumodela echibi le-BP asebenzisa ukufaniswa komlando oshayelwa yi-AI ukuze kubikezelwe ukuphuma kwenkambu.

Amathuluzi okumodela amanzi e-BP esebenzisa umlando oshayelwa yi-AI ukubikezela okukhishwayo kwenkambu Amaqembu ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi elandelela kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-AI ku-Oil and Gas Exploration isebenza

Izinhlelo zesathelayithi ne-AI zokuthola i-methane (isb., ezivela ezinkampanini ezifana ne-Kayrros) ezibona ukuvuza ezindaweni zemithombo.

Izinhlelo zokutholwa kwesathelayithi ne-AI (isb., ezivela ezinkampanini ezifana ne-Kayrros) ezibona ukuvuza ezindaweni zemithombo Amathimba ngokuvamile athola imiphumela engcono lapho echaza imingcele yekhwalithi ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

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.

Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.

Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa.

Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.

Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi.

Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.

Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva.

Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.

Qhubeka Uhlole

I-AI ku-Healthcare

Funda ukuthi ukuthunyelwa kwe-high stakes kubukeka kanjani ekusebenzeni.

Funda Umhlahlandlela

I-AI Kwezezimali

Hlola i-AI ebucayi engozini ezindaweni ezilawulwayo.

Funda Umhlahlandlela