Uhlolojikelele
I-AI isiza izinkampani zezimayini ukuthi zithole idiphozithi ye-ore, ziqhube amaloli athutha azimele, futhi zigcine abasebenzi bangangeni ezingxenyeni eziyingozi kakhulu zokusebenza. Embonini echazwa ngezindleko ezinkulu zekhephithali kanye nezingozi ezingathi sína zokuphepha, idatha ehlakaniphile ne-automation kusikwa imfucuza, izingozi, nokulimala kwemvelo.
I-AI Kwezezimayini isebenzisa i-AI ezindaweni eziqondene nesizinda lapho imithethonqubo, ukusebenza, kanye nokubekezelela ubungozi kukulolonga ngokuqinile ukukhetha kwedizayini.
I-Deep Dive
Izimayini zikhiqiza imiqulu emikhulu yedatha, kusukela kumasampula omshini kanye nesithombe sesathelayithi kuya ekufundweni kwezinzwa emishinini emikhulu, futhi i-AI iyenza ibe izinqumo. Ekuhloleni, ukufunda ngomshini kuhlaziya idatha yokumba ye-geological, geophysical, kanye neyomlando ukuze kubikezelwe ukuthi amaminerali abalulekile acashe kuphi, kunciphisa ukumba okungekho emthethweni okumba eqolo. Emisebenzini, amaloli athuthayo azimele kanye nemishini yokumba, eqalwe izinkampani ezifana ne-Rio Tinto ne-BHP esifundeni sase-Australia sase-Pilbara, agijima ubusuku nemini kungekho mshayeli kukhebhu, eqondiswa i-GPS, i-lidar, kanye ne-AI yokubona izithiyo. Amawashi okunakekela okubikezelwayo, ama-crusher, nezinjini ukuhlela ukulungiswa ngaphambi kokuba ukwehluleka kumise ukukhiqiza. I-AI iphinde ithuthukise indawo yokucubungula, ilungise ukusetshenziswa kwamakhemikhali namandla ukuze kukhishwe insimbi eningi etsheni ngalinye, futhi iqaphe amadamu ensalela kanye nekhwalithi yomoya ukuze ihlabe umkhosi izingozi zemvelo nokuphepha kusenesikhathi.
I-Technical Insight
Ukuhlola amaminerali kusebenzisa ukufunda okugadiwe: amamodeli aqeqeshwa ezindaweni zamadiphozithi aziwayo kanye namasignesha azo ejiyoloji, bese amaphuzu izindawo ezingahloliwe ngokufana. Amaloli azimele ahlanganisa i-GPS, i-lidar, i-radar, namakhamera ukuze abonwe, ngama-algorithms wokuhlela indlela azulazula emigwaqweni edonsayo engaguquki kanye nezinhlelo zokuphepha ezimayo ukuze kutholakale izithiyo ezitholiwe. Ukuthuthukiswa kwezitshalo kuvame ukusebenzisa ukufunda komshini okuhlanganiswe namasistimu okulawula ukulungisa usayizi wokugaya, umthamo we-reagent, kanye nokuphuma kwezinto ngesikhathi sangempela, kukhuphule ukutakula kuyilapho kunciphisa amandla.
Ukufundisa i-AI kwezezimayini
I-AI isiza izinkampani zezimayini ukuthi zithole idiphozithi ye-ore, ziqhube amaloli athutha azimele, futhi zigcine abasebenzi bangangeni ezingxenyeni eziyingozi kakhulu zokusebenza. Embonini echazwa ngezindleko ezinkulu zekhephithali kanye nezingozi ezingathi sína zokuphepha, idatha ehlakaniphile ne-automation kusikwa imfucuza, izingozi, nokulimala kwemvelo. I-AI Kwezezimayini isebenzisa i-AI ezindaweni eziqondene nesizinda lapho imithethonqubo, ukusebenza, kanye nokubekezelela ubungozi kukulolonga ngokuqinile ukukhetha kwedizayini. Ukwakha ukuqonda okujulile, phatha i-AI Kwezezimayini 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 Kwezezimayini 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.
Ukuqaliswa Komhlaba Wangempela
I-Rio Tinto kanye ne-BHP basebenzisa inqwaba yamaloli athuthwayo ezimayini zensimbi yase-Pilbara yase-Australia, alawulwa ukude kungekho mshayeli.
Ukufunda ngomshini kuhlaziya idatha ye-geological neyokumba ukuze kubikezele izindawo ze-ore, kusize izinkampani ziqondise ukumba futhi zehlise izindleko zokuhlola.
Iziqapheli zokulungisa izinto eziqagelayo ziqapha amaconveyor, ama-crusher, nezinjini ukuze zihlele ukulungiswa ngaphambi kokuba ukuwohloka okungalindelekile kumise ukukhiqizwa.
I-AI iqapha amadamu ensalela kanye nekhwalithi yomoya ngesikhathi sangempela ukuze ithole ubungozi besakhiwo noma bemvelo ngaphambi kokuthi kube yizinhlekelele.
Amaphethini Okusebenzisa
I-AI kwezezimayini ngokusebenza
I-Rio Tinto kanye ne-BHP basebenzisa inqwaba yamaloli athuthwayo ezimayini zensimbi yase-Pilbara yase-Australia, alawulwa ukude kungekho mshayeli.
I-Rio Tinto ne-BHP isebenzisa inqwaba yamaloli athuthwayo azimele ezimayini zensimbi yensimbi yase-Pilbara yase-Australia, alawulwa ukude ngaphandle komshayeli ogibele isikebhe Amathimba ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI kwezezimayini ngokusebenza
Ukufunda ngomshini kuhlaziya idatha ye-geological neyokumba ukuze kubikezele izindawo ze-ore, kusize izinkampani ziqondise ukumba futhi zehlise izindleko zokuhlola.
Ukufunda ngomshini kuhlaziya idatha yokwakheka komhlaba neyokumba ukuze zibikezele izindawo ze-ore, kusiza izinkampani ziqonde ukumba futhi zehlise izindleko zokuhlola Amathimba ngokuvamile athola imiphumela engcono lapho echaza izilinganiso zekhwalithi ngaphambili, agcine indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI kwezezimayini ngokusebenza
Iziqapheli zokulungisa izinto eziqagelayo ziqapha amaconveyor, ama-crusher, nezinjini ukuze zihlele ukulungiswa ngaphambi kokuba ukuwohloka okungalindelekile kumise ukukhiqizwa.
Iziqapheli zokubikezela zokulungisa izinto eziqagelayo, ama-crusher, nezinjini ukuhlela ukulungiswa ngaphambi kokuphazamiseka okungalindelekile amisa ukukhiqiza Amathimba ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI kwezezimayini ngokusebenza
I-AI iqapha amadamu ensalela kanye nekhwalithi yomoya ngesikhathi sangempela ukuze ithole ubungozi besakhiwo noma bemvelo ngaphambi kokuthi kube yizinhlekelele.
I-AI iqapha amadamu ezinsalela kanye nekhwalithi yomoya ngesikhathi sangempela ukuze ithole izingozi zesakhiwo noma zemvelo ngaphambi kokuba zibe izinhlekelele Amathimba ngokuvamile athola imiphumela engcono lapho echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka komuntu ezimweni ezibucayi, 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.