Uhlolojikelele
I-AI ihlaziya amagagasi okuqala afiphele azamazama komhlaba ukuze ibikezele ukuzamazama imizuzwana ngaphambi kokuba kufike, inikeze abantu nemishini isikhathi esiyigugu sokusabela. Ngisho nemizuzwana eyi-10 yesexwayiso ingamisa izitimela, imise ukuhlinzwa, futhi icuphe ukuvalwa okuzenzakalelayo.
I-AI ku-Earthquake Warning igxile ekusetshenzisweni okungokoqobo: ukushintsha amandla emodeli ibe ukuhamba komsebenzi okuthembekile kwansuku zonke okuletha inani elilinganisekayo.
I-Deep Dive
Ukuzamazama komhlaba kukhipha amagagasi amabili amakhulu: amagagasi e-P asheshayo, abuthaka futhi ahamba kancane, amaza e-S abhubhisayo. Igebe phakathi kwabo yilona lonke ithuba. Amamodeli e-AI afunda izikhathi zokuvula zedatha ye-P-wave kusuka kumanethiwekhi enzwa aminyene ukuze alinganisele indawo yokuzamazama komhlaba, ubukhulu, nokuzamazama okulindelekile, bese ephusha izexwayiso ngaphambi kokushaya kwamagagasi amakhulu e-S. Amasistimu afana nenethiwekhi yase-Japan, i-USGS ShakeAlert e-U.S. West Coast, kanye ne-Google's Android Earthquake Alerts (eshintsha ama-accelerometers efoni abe i-seismometer ene-crowdsourced) zonke zisebenzisa le physics. Ukufunda okujulile kulole izingxenye ezinzima kakhulu: ukubona ukuzamazama kwangempela phakathi kwethrafikhi nomsindo wolwandle, nokulinganisa ubukhulu ngokushesha kusuka kudatha engaphelele. Izikhathi zesexwayiso zifushane, ngokuvamile imizuzwana ukuya emashumini amasekhondi, futhi incipha lapho usondelana nengqophamlando.
I-Technical Insight
Amamodeli afana namanethiwekhi e-convolutional kanye namagrafu e-neural (isb., i-PhaseNet, i-EQTransformer) iskena ama-seismogram angahluziwe ukuze athole kanye nesikhathi sokufika kwe-P-wave ngokushesha kakhulu nangokunembe kakhulu kunezibangeli ze-threshold ezindala. Ngoba izexwayiso kumele zehlule i-S-wave, okucatshangwayo kusebenza ngama-millisecond ekugcineni. I-Code-off 'indawo eyimpumputhe' eduzane nesizinda, lapho ukuzamazama kufika ngaphambi kwanoma yisiphi isexwayiso, ngakho-ke izexwayiso zifika kuphela ezindaweni ezikude.
Ukufundisa I-AI Esexwayiso Sangaphambi Kokuzamazama Komhlaba
I-AI ihlaziya amagagasi okuqala afiphele azamazama komhlaba ukuze ibikezele ukuzamazama imizuzwana ngaphambi kokuba kufike, inikeze abantu nemishini isikhathi esiyigugu sokusabela. Ngisho nemizuzwana eyi-10 yesexwayiso ingamisa izitimela, imise ukuhlinzwa, futhi icuphe ukuvalwa okuzenzakalelayo. I-AI ku-Earthquake Warning igxile ekusetshenzisweni okungokoqobo: ukushintsha amandla emodeli ibe ukuhamba komsebenzi okuthembekile kwansuku zonke okuletha inani elilinganisekayo. Ukuze wakhe ukuqonda okujulile, phatha i-AI ku-Earthquake Warning 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 Kusexwayiso Sangaphambi Kokuzamazama Komhlaba agxila emiphumeleni yokuhamba komsebenzi, hhayi amademo angamamodeli, futhi achaza izindawo zokuhlola abantu kusenesikhathi. 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.
Idizayini yezinga lohlelo lokusebenza inquma ukuthi i-AI iyathuthukisa yini imiphumela yangempela. Ngesikhathi esifanayo, Ukuzenzakalela inqubo ephukile kungakhulisa izinkinga ezikhona. 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
Idizayini yezinga lohlelo lokusebenza inquma ukuthi i-AI iyathuthukisa yini imiphumela yangempela.
Idizayini yezinga lohlelo lokusebenza inquma ukuthi i-AI iyathuthukisa yini imiphumela yangempela. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuhlanganiswa okuhle kokuhamba komsebenzi kudala izinzuzo zokukhiqiza abasebenzisi abangazethemba.
Ukuhlanganiswa okuhle kokuhamba komsebenzi kudala izinzuzo zokukhiqiza abasebenzisi abangazethemba. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Amacala okusetshenziswa ahlelwe kahle anciphisa ukukhathala okushintshile kanye nengozi yokuqaliswa.
Amacala okusetshenziswa ahlelwe kahle anciphisa ukukhathala okushintshile kanye nengozi yokuqaliswa. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
Isistimu yase-Japan ihamba kancane ngokuzenzekelayo futhi imise izitimela zezinhlamvu ze-Shinkansen lapho kutholwa amagagasi e-P, kuvimbele ukuqhekeka.
I-USGS ShakeAlert iphusha izexwayiso kumafoni kulo lonke elase-California, Oregon, nase-Washington futhi icupha izenzo ezizenzakalelayo njengokuvula iminyango yezicishamlilo.
Google's Android Earthquake Alerts System isebenzisa ama-accelerometer ezigidini zamafoni ukuthola ukuzamazama nokuxwayisa abasebenzisi abaseduze.
Izibhedlela nezimboni zisebenzisa izimpawu eziyisixwayiso kusenesikhathi ukumisa ukuhlinzwa okubucayi, ukumisa amakheshi, nokuvala izintambo zegesi ngaphambi kokufika ukuzamazama.
Amaphethini Okusebenzisa
I-AI Esexwayiso Sakuqala Sokuzamazama Komhlaba siyasebenza
Isistimu yase-Japan ihamba kancane ngokuzenzekelayo futhi imise izitimela zezinhlamvu ze-Shinkansen lapho kutholwa amagagasi e-P, kuvimbele ukuqhekeka.
Isistimu yase-Japan ihamba kancane futhi imise izitimela zezinhlamvu ze-Shinkansen lapho kutholwa amagagasi e-P, ukuvimbela ukuchezuka Amaqembu ngokuvamile athola imiphumela engcono uma echaza imingcele yekhwalithi ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI Esexwayiso Sakuqala Sokuzamazama Komhlaba siyasebenza
I-USGS ShakeAlert iphusha izexwayiso kumafoni kulo lonke elase-California, Oregon, nase-Washington futhi icupha izenzo ezizenzakalelayo njengokuvula iminyango yezicishamlilo.
I-USGS ShakeAlert iphusha izexwayiso kumafoni kulo lonke elase-California, Oregon, nase-Washington futhi icupha izenzo ezizenzakalelayo njengokuvula iminyango yezicishamlilo Amathimba ngokuvamile athola imiphumela engcono uma echaza imingcele yekhwalithi ngaphambili, agcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI Esexwayiso Sakuqala Sokuzamazama Komhlaba siyasebenza
Google's Android Earthquake Alerts System isebenzisa ama-accelerometer ezigidini zamafoni ukuthola ukuzamazama nokuxwayisa abasebenzisi abaseduze.
GoogleIsistimu Yezaziso Zokuzamazama Komhlaba ye-Android isebenzisa ama-accelerometer ezigidini zamafoni ukuze ithole ukuzamazama futhi ixwayise abasebenzisi abaseduze Amathimba ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, agcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI Esexwayiso Sakuqala Sokuzamazama Komhlaba siyasebenza
Izibhedlela nezimboni zisebenzisa izimpawu eziyisixwayiso kusenesikhathi ukumisa ukuhlinzwa okubucayi, ukumisa amakheshi, nokuvala izintambo zegesi ngaphambi kokufika ukuzamazama.
Izibhedlela nezimboni zisebenzisa izimpawu eziyisixwayiso kusenesikhathi ukumisa ukuhlinzwa okubucayi, ukumisa amakheshi, nokuvala izintambo zegesi ngaphambi kokuzamazama ukufika Amathimba ngokuvamile athola imiphumela engcono lapho echaza imingcele yekhwalithi ngaphambili, agcine indlela yokukhuphuka kwabantu yamacala abucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Ukuzenzakalela inqubo ephukile kungakhulisa izinkinga ezikhona.
Amaqembu angase azenze ngokuzenzakalelayo futhi asuse ukwahlulela komuntu okudingekayo.
Ikhwalithi ingakhukhuleka uma okuphumayo kungahlolwa ngokuqhubekayo.
Ukuqalisa Umhlahlandlela
Imephu yokuhamba komsebenzi kwamanje futhi uhlonze isinyathelo sokungqubuzana okuphezulu kakhulu.
Imephu yokuhamba komsebenzi kwamanje futhi uhlonze isinyathelo sokungqubuzana okuphezulu kakhulu. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Chaza izindawo zokuhlola abantu ngaphambi kokuzenzakalela okugcwele.
Chaza izindawo zokuhlola abantu ngaphambi kokuzenzakalela okugcwele. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Qeqesha abasebenzisi ngokwaziswa, izindlela zokukhuphuka, namazinga ekhwalithi.
Qeqesha abasebenzisi ngokwaziswa, izindlela zokukhuphuka, namazinga ekhwalithi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Landelela imiphumela yezinga lomsebenzi ukuze uqinisekise inani eliqhubekayo.
Landelela imiphumela yezinga lomsebenzi ukuze uqinisekise inani eliqhubekayo. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.