Mehlala le Analysis of Artificial Intelligence in Material Purification

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Mehlala le Analysis of Artificial Intelligence in Material Purification

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1. Ho Lemoha ka Bohlale le Ntlafatso ea Ts'ebetso ea Liminerale

Lefapheng la tlhoekiso ea lirafshoa, setsi sa ho lokisa liminerale se ile sa hlahisamokhoa o tebileng oa ho lemoha litšoantšo tse thehiloeng ho ithutaho sekaseka ore ka nako ea nnete. Li-algorithms tsa AI li tsebahatsa ka nepo litšobotsi tsa 'mele tsa ore (mohlala, boholo, sebopeho, 'mala) ho hlophisa le ho hloaea ore ea boemo bo holimo kapele. Sistimi ena e fokolitse sekhahla sa liphoso tsa ho hlopha ka matsoho ho tloha ho 15% ho isa ho 3%, ha e ntse e eketsa katleho ea ts'ebetso ka 50%.
"Tlhahlobo: Ka ho nkela boiphihlelo ba batho sebaka ka theknoloji ea temoho ea pono, AI ha e fokotse litšenyehelo tsa basebetsi feela empa hape e ntlafatsa bohloeki ba thepa e tala, e rala motheo o tiileng bakeng sa mehato e latelang ea tlhoekiso.

2. Taolo ea Paramethara ho Semiconductor Material Manufacturing

Intel e sebelisaSistimi ea taolo e tsamaisoang ke AItlhahisong ea semiconductor semiconductor ho lekola maemo a bohlokoa (mohlala, mocheso, phallo ea khase) lits'ebetsong tse kang tšebeliso ea mouoane oa lik'hemik'hale (CVD). Mehlala ea ho ithuta ka mochini e fetola ka matla motsoako oa liparamente, e fokotsa maemo a litšila ka 22% mme e eketsa chai ka 18%.
"Tlhahlobo: AI e hapa likamano tse se nang moeli lits'ebetsong tse rarahaneng ka mohlala oa data, ho ntlafatsa maemo a tlhoekiso ho fokotsa ho boloka litšila le ho ntlafatsa bohloeki ba ho qetela ba thepa.

3. Ho Hlahlobisisa le ho Tiisetsoa ha Lithium Battery Electrolytes

Microsoft e sebelisane le Pacific Northwest National Laboratory (PNNL) ho sebelisaMefuta ea AIho hlahlobisisa lisebelisoa tsa bakhethoa ba limilione tse 32, tse khethollang elektrolyte N2116 e tiileng. Sesebelisoa sena se fokotsa tšebeliso ea tšepe ea lithium ka 70%, e fokotsa likotsi tsa polokeho tse bakoang ke reactivity ea lithium nakong ea tlhoekiso. AI e qetile tlhahlobo ka libeke-mosebetsi oo ka tloaelo o neng o hloka lilemo tse 20.
"Tlhahlobo: Tlhahlobo ea khomphutha e nolofalitsoeng ke AI e potlakisa ho sibolloa ha thepa ea boleng bo holimo ha e ntse e nolofatsa litlhoko tsa tlhoekiso ka ho ntlafatsa sebopeho, ho leka-lekanya katleho le polokeho.


Litlhaloso tse Tloaelehileng tsa Tekheniki

  • "Ho Etsa Liqeto ka Data: AI e kopanya lintlha tsa liteko le tsa papiso ho etsa 'mapa oa likamano lipakeng tsa thepa le liphetho tsa tlhoekiso, e khutsufatsa haholo potoloho ea liteko le liphoso.
  • "Multi-Scale Optimization: Ho tloha ho litlhophiso tsa boemo ba atomic (mohlala, tlhahlobo ea N2116 6 ) ho ea ho li-parameter tsa macro-level process (mohlala, tlhahiso ea semiconductor 5 ), AI e nolofalletsa synergy ea cross-scale.
  • "Tšusumetso ea Moruo: Linyeoe tsena li bonts'a phokotso ea litšenyehelo ea 20-40% ka phaello ea katleho kapa litšila tse fokolitsoeng.

Mehlala ena e bontša kamoo AI e hlophisang bocha mahlale a tlhoekiso ea thepa methating e mengata: ts'ebetso ea lisebelisoa tse tala, taolo ea ts'ebetso, le moralo oa likarolo.


Nako ea poso: Mar-28-2025