1. Kusukela Ekuthuthukisweni Kwezinqubo Eziqhutshwa Ulwazi Kuya Ekuthuthukisweni Kwenqubo Eqhutshwa Yidatha
Ngokwesiko,izinqubo zokumboza nge-vacuumbaye bathembela kakhulu kokuhlangenwe nakho konjiniyela bezinqubo. Incazelo yamafasitela ezinqubo, ukulungiswa kahle kwamapharamitha, kanye nokuxazulula izinkinga kwakusekelwe kakhulu olwazini olusekelwe emibonweni.
Nakuba le ndlela yayanele ekukhiqizeni okunomthamo omncane noma okuhlukahlukene, iye yaba yinto enganele njengoba izimboni ezifana ne-elekthronikhi yezimoto, izibonisi ze-optical, kanye nokupakisha okuthuthukisiwe kuqhubekela phambili ekukhiqizeni okukhulu nokungaguquguquki.
Ngokuhlanganiswa kwama-algorithms e-AI, izinzwa ezithuthukisiwe, kanye nezinhlelo zokulawula ezihlakaniphile, ukugqoka i-vacuum kushintshela ku-paradigm yokukhiqiza eqhutshwa idatha futhi esekelwe kumamodeli.
2. Izicelo Eziyinhloko Ze-AI Ezinqubweni Zokumboza Nge-Vacuum
2.1 Ukumodela Inqubo Ehlakaniphile kanye Nokwenza Amapharamitha Asebenze Kahle
Ku-PVD (ukubhoboza kwe-magnetron, ukuhwamuka) kanye nezinqubo ze-CVD, ukusebenza kokumboza kulawulwa ukuhlanganiswa okuyinkimbinkimbi kwezinguquko eziningi, okuhlanganisa:
Ingcindezi yokusebenza kanye nokugeleza kwegesi yenqubo
Amandla okuqondiwe kanye nokuqina kwe-plasma
Izinga lokushisa le-substrate kanye ne-voltage ye-bias
Izinga lokufakwa kanye nokuziphatha kokukhula kwefilimu
Ngokufunda kudatha yenqubo yomlando kanye nezimpawu zokuqapha zesikhathi sangempela, i-AI ingakha amamodeli wokuxhumana ahlukahlukene ukuze:
Lungiselela ngokuzenzakalelayo amawindi enqubo
Sheshisa ukuhlangana kwepharamitha
Fushanisa kakhulu imijikelezo yokwethulwa komkhiqizo omusha (i-NPI)
Lokhu kunciphisa ukuphindaphinda kokuzama-namaphutha kanye nokuncika ekulungiseni amapharamitha ngesandla.
2.2 Ukulawulwa Okuhlakaniphile Kokufana Kwefilimu Nokuzinza Kwenqubo
Izinhlelo zokusebenza eziphezulu njengezinhlelo ze-HUD, izibonisi zezimoto, kanye nengilazi ebonakalayo zidinga ukulawulwa okuqinile kakhulu kokufana kobukhulu befilimu, ukuzinza kwenkomba yokukhanya, kanye nokuvumelana kwe-batch-to-batch.
Ngokuhlanganisa i-AI nezinhlelo zokulawula ezivaliwe, abakhiqizi bangafeza okulandelayo:
Ukuxhumana kwesikhathi sangempela phakathi kwezimpawu zokuqapha ikristalu ye-quartz kanye namazinga okufaka
Impendulo enamandla phakathi kwezimo ze-plasma kanye nobuningi befilimu
Isinxephezelo esibikezelayo sokuguguleka okuqondiwe kanye nokukhukhuleka kwenqubo
Ngenxa yalokho, ukulawulwa kokumboza kuguquka kusukela ekuhlolweni kwangemva kwenqubo kuya ekulawulweni kwenqubo yangaphakathi.
2.3 Ukuqapha Isimo Semishini Nokulungiswa Okubikezelayo
Izinhlelo zokumboza i-vacuum ziqukethe izinhlelo eziningi ezibalulekile, okuhlanganisa amaphampu e-vacuum, izinsiza zamandla ezikhipha umoya, ama-target, imithombo ye-ion, kanye namamojula okuphatha i-substrate.
Ukuhlaziywa okuqhutshwa yi-AI kuvumela:
Ukutholwa kusenesikhathi kwezimo zokusebenza ezingavamile
Ukubikezela kwempilo yonke kwezingxenye ezibalulekile
Ukuhlela ukulungiswa okuhlakaniphile
Lokhu kunciphisa kakhulu isikhathi sokungasebenzi esingahleliwe futhi kuthuthukisa ukusebenza kahle kwemishini iyonke (OEE).
3. Indlela Ubuhlakani Obubumba Kabusha Ngayo Imigqa Yokukhiqiza Yokumboza
Umthelela we-AI udlulela ngale kwezinyathelo zenqubo ngayinye, uqhubekisela phambili imigqa yokumboza nge-vacuum iye emazingeni aphezulu okuzenzakalelayo kanye nokuhlanganiswa kwesistimu, okuhlanganisa:
Ukuphathwa kweresiphi okuzenzakalelayo kanye nokukhumbula ipharamitha
Ukulawulwa okuhlelekile kwezakhiwo ezinamakamelo amaningi kanye nezinqubo eziningi
Ukulandelelwa kwedatha okugcwele kanye nokuphathwa kwekhwalithi okuvaliwe
Imishini yokumboza nge-vacuum ishintsha isuka emishinini ezimele iye kumayunithi okukhiqiza ahlakaniphile, ihlanganiswa kalula ezimbonini zedijithali kuzo zonke izimboni zezimoto, izimboni ze-elekthronikhi zabathengi, kanye nezimboni ze-semiconductor.
4. Izitayela Zesikhathi Esizayo Zokumboza Nge-Vacuum Ehlakaniphile
Uma sibheka phambili, ukuhlanganiswa kwe-AI kanye nobuchwepheshe bokumboza nge-vacuum kuzoqhubeka nokujula, kanye nentuthuko ebalulekile efaka phakathi:
Amamodeli amabili edijithali ezinqubo zokumboza
Izinhlelo zokulawula ukufakwa kwezinto ozifundela zona kanye nokuzilungiselela kahle
Ukusebenzisana kwedatha phakathi kwemishini kanye ne-cross-line
Ukugqoka nge-vacuum ngeke kusaba yindlela nje yokufaka izinto ezibonakalayo, kodwa kuzoba uhlelo lokukhiqiza olunembile kakhulu, olubikezelwayo, noluphindaphindwayo.
–Lesi sihloko sishicilelwe nguimishini yokumboza nge-vacuum umenzi we-Zhenhua Vacuum
Isikhathi sokuthunyelwe: Disemba-29-2025