Inshingano Zihariye z'Ubwenge bw'Ubukorano mu Gutunganya Ibintu

I. ‌Gusuzuma no kunoza ibikoresho mbere yo kuvura‌

1. ‌Gupima amabuye y'agaciro neza cyane‌: Sisitemu zo kumenya amashusho zishingiye ku kwiga byimbitse zisesengura imiterere y’amabuye y’agaciro (urugero, ingano y’uduce, ibara, imiterere) mu gihe nyacyo, zigatanga kugabanya amakosa arenga 80% ugereranije no kuyatondekanya n'intoki.
2. ‌Gusuzuma ibikoresho mu buryo bunoze cyane‌: Ubuhanga bwo gukora imibonano mpuzabitsina (AI) bukoresha uburyo bwo kwigira ku mashini kugira ngo bumenye vuba abashobora kuba bafite isuku nyinshi bava mu bikoresho byinshi bitandukanye. Urugero, mu iterambere rya bateri ya lithiamu-ion, ubushobozi bwo gusuzuma bwiyongera cyane ugereranije n'uburyo gakondo.

II. Ivugurura ry'ibipimo by'imikorere

1. ‌Gutunganya Ibipimo by'Urufunguzo‌: Mu gukwirakwiza umwuka wa semiconductor wafer chemical vapor (CVD), models za AI zigenzura ibipimo nk'ubushyuhe n'urujya n'uruza rwa gaze mu gihe nyacyo, zigahindura imiterere y'imikorere kugira ngo zigabanye ibisigazwa by'umwanda ku kigero cya 22% kandi zinoze umusaruro ku kigero cya 18%.
2. ‌Igenzura ry'imikoranire mu buryo bwinshi‌: Sisitemu zo gutanga ibitekerezo zifunganye zihuza amakuru y'igerageza n'ibyahanuwe na AI kugira ngo zongere inzira zo gukora no gusubiza ibintu mu buryo, bigabanya ikoreshwa ry'ingufu zo gutunganya ku kigero kirenga 30%.

III. Gusuzuma umwanda mu buryo bw'ubwenge no kugenzura ubuziranenge

1. ‌Kumenya neza inenge za mikorosikopi: Kureba kwa mudasobwa hamwe n'amashusho yo mu rwego rwo hejuru bipima uduce duto cyangwa ikwirakwizwa ry'umwanda mu bikoresho, bikagera ku buziranenge bwa 99.5% kandi bikarinda kwangirika kw'imikorere nyuma yo gusukurwa ⁸ .
2. ‌Isesengura ry'amakuru ya Spectral‌: Algorithm za AI zisobanura mu buryo bwikora amakuru ya X-ray diffraction (XRD) cyangwa Raman spectroscopy kugira ngo zimenye vuba ubwoko bw'umwanda n'ibipimo byawo, zigatanga ubuyobozi ku ngamba zo kuwusukura.

IV. ‌Kwikora kw'ibikorwa no kunoza imikorere

1. ‌Igerageza rifashijwe na Robot‌: Sisitemu za roboti zikoresha ikoranabuhanga mu buryo bwikora imirimo isubiramo (urugero, gutegura ibisubizo, gukoresha centrifugation), kugabanya uburyo bwo gukoresha intoki ku kigero cya 60% no kugabanya amakosa mu mikorere.
2. ‌Igerageza ry'umusaruro mwinshi‌: Platforme zikoresha ikoranabuhanga rya AI zikora igerageza ry’isuku ry’amajana icyarimwe, zikihutisha kumenya uburyo bwiza bwo guhuza ibikorwa no kugabanya imikorere y’ubushakashatsi n’iterambere kuva ku mezi kugeza ku byumweru.

V. Gufata ibyemezo bishingiye ku makuru no kunoza imikorere y'inzego nyinshi

1. ‌Guhuza Amakuru Afite Inkomoko Nyinshi‌: Mu guhuza imiterere y'ibikoresho, ibipimo by'imikorere, n'amakuru y'imikorere, AI ikora ingero ziteganya umusaruro wo gusukura, yongera igipimo cy'intsinzi mu bushakashatsi no mu iterambere ku kigero kirenga 40%.
2. ‌Igereranya ry'imiterere y'urwego rwa atomu‌: Ubuhanga bwo gukora imibonano mpuzabitsina (AI) buhuza imibare y’imikorere y’ubucucike (DFT) kugira ngo bumenye inzira zo kwimuka kwa atome mu gihe cyo gutunganya, buyobora ingamba zo gusana ubusembwa bwa lattice.

Kugereranya Inyigo y'Urubanza

Binyuze muri ubu buryo, ubuhanga bwo gukora imibonano mpuzabitsina (AI) ntibuhindura gusa uburyo bwo gukora ubushakashatsi no guteza imbere isuku y'ibikoresho, ahubwo bunatuma inganda zigana kuiterambere ry'ubwenge kandi rirambye‌