Imizekelo kunye noHlalutyo lobuNgqondo boBuchule bokuCwangciswa kwezinto

1. Ukufunyanwa okuBuchule kunye nokuPhuculwa kweMigodi

Kwintsimi yokucocwa kwentsimbi, iplanti yokulungisa izimbiwa yazisainkqubo yokuqaphela umfanekiso osekwe nzuluUkuhlalutya i-ore ngexesha langempela. Ii-algorithms ze-AI zichonga ngokuchanekileyo iimpawu ezibonakalayo ze-ore (umzekelo, ubungakanani, imilo, umbala) ukuhlela kunye nokukhusela i-ore yomgangatho ophezulu ngokukhawuleza. Le nkqubo yehlise izinga lemposiso yokuhlelwa ngokwezandla ukusuka kwi-15% ukuya kwi-3%, ngeli lixa inyusa ukusebenza kakuhle kwenkqubo ngama-50%.
...Uhlalutyo: Ngokutshintsha ubuchwephesha bomntu ngetekhnoloji yokuqaphela okubonwayo, i-AI ayithobanga iindleko zabasebenzi kuphela kodwa iphucula ubunyulu bezinto eziluhlaza, ibeka isiseko esomeleleyo samanyathelo alandelayo okucoca.

2. Ulawulo lweParameter kwi-Semiconductor Material Manufacturing

I-Intel isebenzisa i-Inkqubo yokulawula eqhutywa yi-AIkwimveliso ye-wafer ye-semiconductor ukujonga iiparamitha ezibalulekileyo (umzekelo, ubushushu, ukuhamba kwegesi) kwiinkqubo ezifana ne-chemical vapor deposition (CVD). Iimodeli zokufunda ngoomatshini zihlengahlengisa indibaniselwano yeeparamitha, zinciphisa amanqanaba okungcola ngama-22% kunye nokwandisa isivuno nge-18%.
...Uhlalutyo: I-AI ibamba ubudlelwane obungahambelaniyo kwiinkqubo ezinzima ngokusebenzisa imodeli yedatha, ukulungiswa kweemeko zokucoca ukunciphisa ukugcinwa kokungcola kunye nokuphucula ukucoceka kokugqibela kwempahla.

3. UkuJonga nokuQinisekisa ii-Electrolyte zeBatri yeLithium

UMicrosoft usebenzisane nePacific Northwest National Laboratory (PNNL) ukusebenzisaIimodeli ze-AIUkuhlola izixhobo zomgqatswa ezizizigidi ezingama-32, kuchongwe i-electrolyte eqinile i-N2116. Esi sixhobo sinciphisa ukusetyenziswa kwensimbi ye-lithium nge-70%, ukunciphisa iingozi zokhuseleko ezibangelwa yi-lithium reactivity ngexesha lokuhlanjululwa. I-AI yagqiba ukuhlolwa kwiiveki-umsebenzi owawufuna iminyaka engama-20.
...Uhlalutyo: I-AI-enabled high-throughput screening screening ikhawulezisa ukufunyanwa kwezinto ezicocekileyo ngelixa ilula iimfuno zokucoca ngokuxutywa kakuhle, ukulinganisa ukusebenza kakuhle kunye nokhuseleko.

Iingqiqo zobuGcisa eziqhelekileyo

• ...Ukwenza iZigqibo eziqhutywa yiDatha: I-AI idibanisa idatha yovavanyo kunye nokulinganisa ukwenza imephu yobudlelwane phakathi kweepropathi zezinto eziphathekayo kunye neziphumo zokucoca, inciphisa kakhulu imijikelo yovavanyo kunye nempazamo.
• ...ULungiselelo lwemiGangatho emininzi: Ukususela kumalungiselelo enqanaba le-athomu (umzekelo, ukuhlolwa kwe-N2116 ⁶ ) ukuya kwiiparamitha zenkqubo ye-macro-level (umzekelo, ukuveliswa kwe-semiconductor ⁵ ), i-AI yenza i-synergy ye-cross-scale.
• ...Impembelelo yoQoqosho: Ezi meko zibonisa ukuthotywa kweendleko nge-20-40% ngokufumana impumelelo okanye inkunkuma encitshisiweyo.

Le mizekelo ibonisa indlela i-AI elungisa ngayo itekhnoloji yokusulungekiswa kwezinto kuwo onke amanqanaba ahlukeneyo: ukulungiswa kwemathiriyeli ekrwada, ulawulo lwenkqubo, kunye noyilo lwamacandelo.