Izibonelo Nokuhlaziywa Kokuhlakanipha Okwenziwa Ekuhlanzeni Izinto

1. Ukutholwa Okuhlakaniphile Nokuthuthukisa Ekucubunguleni Amaminerali

Emkhakheni wokuhlanza insimbi, imboni yokucubungula amaminerali yethulaisistimu yokuqaphela isithombe esekwe ekufundeni okujulileukuhlaziya i-ore ngesikhathi sangempela. Ama-algorithms e-AI ahlonza ngokunembile izici ezibonakalayo ze-ore (isb, usayizi, umumo, umbala) ukuze ahlukanise futhi ahlole insimbi yezinga eliphezulu ngokushesha. Lolu hlelo lunciphise izinga lephutha lokuhlunga ngesandla kusuka ku-15% kuya ku-3%, kuyilapho lenyusa ukusebenza kahle kokucubungula ngo-50%.
.Ukuhlaziya: Ngokufaka ubuchwepheshe bokubona abantu esikhundleni sobuchwepheshe bomuntu, i-AI ayigcini nje ngokukwehlisa izindleko zabasebenzi kodwa futhi ithuthukisa ubumsulwa bezinto ezingavuthiwe, ibeka isisekelo esiqinile sezinyathelo ezilandelayo zokuhlanza.

2. Ukulawulwa Kwepharamitha Ekukhiqizeni Okubalulekile Kwe-Semiconductor

I-Intel isebenzisa i-Uhlelo lokulawula oluqhutshwa yi-AIekukhiqizweni kwe-wafer ye-semiconductor ukuqapha amapharamitha abalulekile (isb, izinga lokushisa, ukugeleza kwegesi) ezinqubweni ezifana ne-chemical vapor deposition (CVD). Amamodeli okufunda omshini ashintsha ngamandla inhlanganisela yepharamitha, ehlisa amazinga okungcola kwe-wafer ngo-22% futhi akhulise isivuno ngo-18%.
.Ukuhlaziya: I-AI ithwebula ubudlelwano obungaqondile ezinqubweni eziyinkimbinkimbi ngokusebenzisa imodeli yedatha, ithuthukise izimo zokuhlanza ukuze kuncishiswe ukugcinwa kokungcola futhi kuthuthukiswe ubumsulwa bezinto zokugcina.

3. Ukuhlolwa Nokuqinisekisa Ama-Electrolyte Ebhethri Le-Lithium

I-Microsoft ihlanganyele nePacific Northwest National Laboratory (PNNL) ukuze isebenziseAmamodeli e-AIukuhlola izinto ezisetshenziswayo eziyizigidi ezingama-32, okukhomba i-solid state electrolyte N2116. Lokhu kusetshenziswa kunciphisa ukusetshenziswa kwensimbi ye-lithium ngo-70%, kunciphisa izingozi zokuphepha ezibangelwa ukuphinda kusebenze kwe-lithium ngesikhathi sokuhlanzwa. I-AI yaqeda ukuhlolwa ngamaviki—umsebenzi owawudinga iminyaka engu-20 ngokwesiko.
.Ukuhlaziya: Ukuhlolwa kwekhompyutha okunikwe amandla kwe-AI kusheshisa ukutholwa kwezinto ezihlanzeke kakhulu kuyilapho kwenziwa izimfuneko zokuhlanzeka zibe lula ngokwenza ukwakheka okuhle, ukulinganisa ukusebenza kahle nokuphepha.

I-Common Technical Insights

• .Ukwenziwa Kwezinqumo Okuqhutshwa Yidatha: I-AI ihlanganisa idatha yokuhlola neyokulingisa ukuze kumephu ubudlelwano phakathi kwezinto ezibonakalayo nemiphumela yokuhlanza, ifinyeza kakhulu imijikelezo yesilingo namaphutha.
• .Ukuthuthukisa Izikali Eziningi: Kusukela ezinhlelweni zeleveli ye-athomu (isb., ukuhlolwa kwe-N2116 ⁶ ) kuya kumapharamitha wenqubo yeleveli enkulu (isb, ukukhiqizwa kwe-semiconductor ⁵ ), i-AI inika amandla ukusebenzisana kwesilinganiso esilinganayo.
• .Umthelela Wezomnotho: Lezi zimo zibonisa ukwehliswa kwezindleko ngo-20–40% ngezinzuzo ezisebenza kahle noma ukumosha okuncishisiwe.

Lezi zibonelo zibonisa indlela i-AI ebumba kabusha ngayo ubuchwepheshe bokuhlanza izinto ezigabeni eziningi: ukucubungula kwangaphambili kwempahla engavuthiwe, ukulawulwa kwenqubo, kanye nokwakheka kwengxenye.