Dị ka ihe dị oké mkpa atụmatụ dị ụkọ metal, tellurium na-achọta ngwa dị mkpa na sel anyanwụ, ihe ọkụ ọkụ, na nchọpụta infrared. Usoro ịsacha omenala na-eche ihe ịma aka dị ka arụmọrụ dị ala, oke ike oriri, yana mmachi ịdị ọcha. Edemede a na-ewebata n'usoro ka teknụzụ ọgụgụ isi mmadụ nwere ike isi kwalite usoro ịdị ọcha tellurium.

1. Ọnọdụ ugbu a nke Teknụzụ Ọcha Tellurium

1.1 Ụzọ dị ọcha Tellurium na oke

Ụzọ isi ọcha:

• Mwepu Vacuum: Kwesịrị ekwesị maka iwepu adịghị ọcha na-esi obere (dịka, Se, S)
• Nnụcha mpaghara: Ọ dị irè karịsịa maka iwepụ adịghị ọcha ọla (dịka, Cu, Fe)
• Electrolytic refining: ike nke miri emi wepụ dị iche iche adịghị ọcha
• Ụgbọ njem uzuoku kemịkalụ: Nwere ike imepụta tellurium dị ọcha (ọkwa 6N na karịa)

Isi ihe ịma aka:

• Usoro usoro na-adabere na ahụmịhe kama ịkwalite n'usoro
• Mwepu nke adịghị ọcha na-erute ihe mgbochi (karịsịa maka adịghị ọcha na-abụghị ọla dị ka oxygen na carbon)
• Oriri ike dị elu na-eduga na ọnụ ahịa mmepụta dị elu
• Ọdịiche dị ọcha nke batch-to-batch na nkwụsi ike adịghị mma

1.2 Oke dị mkpa maka nkwalite ịdị ọcha Tellurium

Matrix Parameter Usoro Isi:

2. AI Ngwa Framework maka Tellurium dị ọcha

2.1 Nzube nka nka nka

Sistemụ nkwalite AI nke ọkwa atọ:

1. oyi akwa amụma: Ụdị amụma amụma usoro dabere na mmụta igwe
2. oyi akwa kachasị mma: algọridim maka njikarịcha oke ebumnuche ọtụtụ
3. Ogwe njikwa: Sistemụ njikwa usoro oge

2.2 Sistemụ Nweta na nhazi data

Ngwọta njikọta data ọtụtụ isi mmalite:

• Ngwa ihe mmetụta data: 200+ paramita gụnyere okpomọkụ, nrụgide, ọsọ ọsọ
• Data nleba anya usoro: ihe nleba anya n'ịntanetị na nsonaazụ nyocha spectroscopic
• Data nyocha ụlọ nyocha: nsonaazụ nnwale na-anọghị n'ịntanetị sitere na ICP-MS, GDMS, wdg.
• Data mmepụta akụkọ ihe mere eme: ndekọ mmepụta sitere na afọ 5 gara aga (1000+ batches)

Njirimara injinia:

• Usoro-oge na-egosi mmịpụta site na iji usoro windo amị amị
• Nrụpụta atụmatụ kinetic mbugharị adịghị ọcha
• Mmepe nke usoro mmekọrịta mmekọrịta matrices
• Ịmepụta atụmatụ nguzozi ihe na ike

3. Nkọwapụta Core AI Optimization Teknụzụ

3.1 Nkwalite ụkpụrụ usoro dabere na mmụta miri emi

Nhazi netwọk Neural:

• oyi akwa ntinye: 56 akụkụ usoro parampat (normalized)
• N'ígwé zoro ezo: 3 LSTM n'ígwé (256 neurons) + 2 n'ígwé ejikọrọ nke ọma
• oyi akwa mmepụta: 12-n'ịdị mma egosi (ịdị ọcha, adịghị ọcha ọdịnaya, wdg)

Atụmatụ Ọzụzụ:

• Nbufe mmụta: Ọzụzụ tupu iji data nchacha nke ọla ndị yiri ya (dịka ọmụmaatụ, Se)
• Mmụta na-arụsi ọrụ ike: Na-ebuli atụmatụ nnwale site na usoro D- kacha mma
• Nmụta nkwado: Ịmepụta ọrụ ụgwọ ọrụ (mmelite ịdị ọcha, mbelata ume)

Ọnọdụ kachasị mma:

• Nkwalite profaịlụ okpomoku ikuku distillation: Mbelata 42% na Se fọdụrụnụ
• Nkwalite ọnụego nnụcha mpaghara: nkwalite 35% na mwepụ Cu
• Nkwalite nhazi nke elektrọnịt: 28% na-abawanye na arụmọrụ ugbu a

3.2 Ọmụmụ ihe mkpochapụ adịghị ọcha na-enyere kọmputa aka

Ntugharị Molecular Dynamics:

• Mmepe nke Te-X (X=O,S,Se, wdg) ọrụ nwere ike mmekọrịta
• Ịme ngosi nke kinetics nkewa adịghị ọcha na okpomọkụ dị iche iche
• Amụma nke mgbakwunye-adịghị ọcha na-ejikọta ike

Mgbakọ ụkpụrụ nke mbụ:

• Ngụkọta ike nrụpụta adịghị ọcha na tellurium lattice
• Amụma nke ihe owuwu molekụla chelating kacha mma
• Nkwalite ụzọ mmeghachi omume mbufe vepo

Ọmụmaatụ ngwa:

• Nchọpụta nke akwụkwọ akụkọ oxygen scavenger LaTe₂, na-ebelata ọdịnaya oxygen ruo 0.3ppm
• Nhazi nke ndị ọrụ chelating ahaziri ahazi, na-emeziwanye nrụpụta carbon site na 60%

3.3 Digital ejima na Virtual Process Optimization

Ewu Sistemụ Ejima Dijitalụ:

1. Ụdị geometric: 3D ziri ezi mmepụta nke akụrụngwa
2. Ụdị anụ ahụ: Mbufe ọkụ jikọtara ọnụ, mbufe oke na mgbanwe mmiri
3. Ụdị kemịkalụ: Mmekọahụ mmeghachi omume adịghị ọcha
4. Ụdị njikwa: Nzaghachi sistemụ njikwa emepụtara

Usoro nkwalite Virtual:

• Na-anwale nchikota usoro 500+ na oghere dijitalụ
• Nchọpụta paramita dị egwu (CSV analysis)
• Amụma nke windo arụ ọrụ kacha mma (OWC analysis)
• Usoro nkwado siri ike (Monte Carlo simulation)

4. Ụzọ mmejuputa ụlọ ọrụ mmepụta ihe na nyocha uru

4.1 Atụmatụ mmejuputa usoro

Usoro nke mbụ (ọnwa 0-6):

• Nkwanye nke usoro nnweta data bụ isi
• Ịmepụta nchekwa data usoro
• Mmepe ụdị amụma mbido
• Mmejuputa nlebanya oke isi

Nkeji II (ọnwa 6-12):

• Emecha usoro ejima dijitalụ
• Nkwalite modul usoro isi
• Mmejuputa njikwa pilot mechiri emechi
• Mmepe usoro nchọta mma

Nkeji III (ọnwa 12-18):

• Nkwalite AI zuru oke
• Sistemụ njikwa ngbanwe
• Sistemụ mmezi nwere ọgụgụ isi
• Usoro mmụta na-aga n'ihu

4.2 Uru akụ na ụba a tụrụ anya ya

Ọmụmụ ihe gbasara mmepụta Tellurium dị elu nke 50-ton kwa afọ:

5. Ihe ịma aka nka na ihe ngwọta

5.1 Igodo nka nka

1. Okwu Ogo data:
   • Data ụlọ ọrụ nwere nnukwu mkpọtụ na ụkpụrụ efu na-efu
   • Ụkpụrụ na-ekwekọghị ekwekọ n'ofe isi mmalite data
   • Ogologo nnweta ogologo oge maka data nyocha dị oke ọcha
2. Nchịkọta Model:
   • Ọdịiche nke akụrụngwa na-ebute ọdịda nlereanya
   • Ngwá ọrụ ịka nká na-emetụta usoro nkwụsi ike
   • Nkọwapụta ngwaahịa ọhụrụ chọrọ ịzụgharị ihe nlereanya
3. Ihe isi ike njikọta sistemu:
   • Esemokwu ndakọrịta n'etiti akụrụngwa ochie na nke ọhụrụ
   • Nzaghachi njikwa oge na-egbu oge
   • Ihe ịma aka nkwenye nchekwa na ntụkwasị obi

5.2 Ngwọta ohuru

Nkwalite data ngbanwe:

• Nhazi data usoro dabere na GAN
• Nyefee mmụta iji kwụọ ụgwọ ụkọ data
• Ọmụmụ ihe na-elekọta ọkara na-eji data enweghị akara

Ụzọ ụdị ụdị ngwakọ:

• Ụdị data nwere mmachi physics
• Ihe owuwu netwọkụ akwara na-eduzi usoro
• Multi-ikwesị ntụkwasị obi nlereanya fusion

Kọmputa mmekorita Edge-Cloud:

• Ntugharị Edge nke algorithms njikwa dị egwu
• Mgbakọ igwe ojii maka ọrụ nkwalite dị mgbagwoju anya
• Nkwurịta okwu 5G dị ala

6. Ntuziaka mmepe n'ọdịnihu

1. Mmepe akụrụngwa ọgụgụ isi:
   • Ihe nchacha pụrụiche nke AI haziri
   • Nlebanya dị elu nke ngwakọta mgbakwunye kacha mma
   • Amụma usoro njide adịghị ọcha ọhụrụ
2. Nkwalite zuru oke:
   • Usoro mara onwe ya kwuru
   • Parampat arụmọrụ na-ebuli onwe ya elu
   • Mkpebi anomaly na-edozi onwe ya
3. Usoro nhicha akwụkwọ ndụ akwụkwọ ndụ:
   • Nkwalite ụzọ ume kacha nta
   • Ngwọta imegharị ihe mkpofu
   • Nlebanya akara ukwu carbon ozugbo

Site na njikọta AI miri emi, ịsacha tellurium na-enwe mgbanwe mgbanwe site na ahụmịhe ebugharị gaa na data, site na njikarịcha nkebi ruo na njikarịcha zuru oke. A na-adụ ndị ụlọ ọrụ ọdụ ka ha na-agbaso atụmatụ “isi atụmatụ, mmejuputa atumatu oge”, na-ebute ụzọ ọganiihu n'usoro usoro dị oke mkpa ma jiri nwayọ na-ewu usoro nchacha nke ọgụgụ isi.