Raws li ib qho hlau tseem ceeb uas tsis tshua muaj, tellurium pom cov ntawv thov tseem ceeb hauv cov hlwb hnub ci, cov ntaub ntawv thermoelectric, thiab kev tshawb pom infrared. Cov txheej txheem ntxuav ib txwm ntsib cov teeb meem xws li kev ua haujlwm tsawg, kev siv hluav taws xob ntau, thiab kev txhim kho kev huv huv tsawg. Tsab xov xwm no qhia txog yuav ua li cas cov thev naus laus zis txawj ntse tuaj yeem ua kom zoo dua cov txheej txheem ntxuav tellurium.

1. Qhov Xwm Txheej Tam Sim No ntawm Tellurium Purification Technology

1.1 Cov Txheej Txheem Tellurium Purification thiab Cov Kev Txwv

Cov Txheej Txheem Ntxuav Tseem Ceeb:

• Kev lim dej hauv lub tshuab nqus tsev: Haum rau kev tshem tawm cov khoom tsis huv uas tsis kub heev (piv txwv li, Se, S)
• Kev ua kom huv ntawm thaj chaw: Zoo tshwj xeeb rau kev tshem tawm cov khoom tsis huv ntawm cov hlau (piv txwv li, Cu, Fe)
• Electrolytic refining: Muaj peev xwm tshem tawm ntau yam impurities
• Kev thauj cov pa tshuaj lom neeg: Muaj peev xwm tsim cov tellurium uas muaj kev ntshiab heev (qib 6N thiab siab dua)

Cov Kev Sib Tw Tseem Ceeb:

• Cov txheej txheem ntsuas kev ua haujlwm vam khom kev paub dhau los es tsis yog kev ua kom zoo dua qub
• Kev ua haujlwm ntawm kev tshem tawm cov khoom tsis huv mus txog qhov tsis txaus (tshwj xeeb tshaj yog rau cov khoom tsis huv uas tsis yog hlau xws li oxygen thiab carbon)
• Kev siv hluav taws xob ntau ua rau cov nqi tsim khoom nce siab
• Kev hloov pauv ntawm cov khoom purity ntau thiab kev ruaj khov tsis zoo

1.2 Cov Kev Ntsuas Tseem Ceeb rau Tellurium Purification Optimization

Cov Txheej Txheem Tseem Ceeb ntawm Cov Txheej Txheem:

2. AI Daim Ntawv Thov Framework rau Tellurium Purification

2.1 Kev Tsim Kho Txuj Ci Tag Nrho

Peb-txheej AI Optimization System:

1. Txheej Txheem Kwv Yees: Cov qauv kwv yees qhov tshwm sim ntawm cov txheej txheem raws li kev kawm tshuab
2. Txheej kev txhim kho: Cov txheej txheem kev txhim kho ntau yam kev ntsuas
3. Txheej Tswj: Cov txheej txheem tswj cov txheej txheem tiag tiag

2.2 Lub Txheej Txheem Txais thiab Ua Cov Ntaub Ntawv

Kev daws teeb meem kev sib koom ua ke ntawm ntau qhov chaw:

• Cov ntaub ntawv sensor khoom siv: 200+ yam tsis suav nrog qhov kub thiab txias, siab, thiab tus nqi ntws
• Cov ntaub ntawv saib xyuas cov txheej txheem: Cov txiaj ntsig ntawm kev tshuaj xyuas huab cua hauv online thiab kev tshuaj xyuas spectroscopic
• Cov ntaub ntawv tshuaj xyuas hauv chaw kuaj mob: Cov txiaj ntsig kuaj offline los ntawm ICP-MS, GDMS, thiab lwm yam.
• Cov ntaub ntawv keeb kwm tsim khoom: Cov ntaub ntawv tsim khoom los ntawm 5 xyoos dhau los (1000+ pawg)

Kev Tsim Kho Nta:

• Kev rho tawm cov yam ntxwv ntawm cov sijhawm siv txoj kev qhib qhov rai
• Kev tsim cov yam ntxwv kinetic ntawm kev tsiv teb tsaws chaw ntawm cov khoom tsis huv
• Kev tsim cov txheej txheem parameter sib cuam tshuam matrices
• Kev tsim kom muaj cov yam ntxwv sib npaug ntawm cov khoom siv thiab lub zog

3. Cov Txuj Ci Txhim Kho AI Tseem Ceeb Kom Paub Ntxiv

3.1 Kev Txhim Kho Cov Txheej Txheem Raws Li Kev Kawm Sib Sib Zog

Kev Tsim Kho Neural Network:

• Txheej txheem nkag: 56-seem txheej txheem (normalized)
• Cov khaubncaws sab nraud povtseg: 3 cov khaubncaws sab nraud povtseg LSTM (256 lub hlwb) + 2 cov khaubncaws sab nraud povtseg uas txuas tag nrho
• Txheej tso zis: 12-seem qhia txog qhov zoo (kev huv, cov ntsiab lus tsis huv, thiab lwm yam)

Cov Tswv Yim Kev Kawm:

• Kev kawm hloov pauv: Kev cob qhia ua ntej siv cov ntaub ntawv ntxuav cov hlau zoo sib xws (piv txwv li, Se)
• Kev Kawm Ua Haujlwm: Kev Txhim Kho Cov Qauv Sim Los Ntawm D-optimal Methodology
• Kev kawm txhawb zog: Tsim kom muaj cov haujlwm khoom plig (kev txhim kho kev huv si, kev txo qis zog)

Cov Qauv Kev Txhim Kho Ib Txwm Muaj:

• Kev ua kom zoo dua ntawm qhov kub thiab txias ntawm lub tshuab nqus tsev: txo tau 42% ntawm Se residue
• Kev ua kom zoo dua ntawm thaj chaw ua kom huv: 35% kev txhim kho hauv kev tshem tawm Cu
• Kev ua kom zoo dua ntawm cov tshuaj electrolyte: nce 28% ntawm kev ua haujlwm tam sim no

3.2 Kev Kawm Txog Kev Tshem Tawm Cov Khoom Uas Siv Computer Pab

Kev Ua Qauv Txog Molecular Dynamics:

• Kev txhim kho ntawm Te-X (X=O,S,Se, thiab lwm yam) kev sib cuam tshuam ua haujlwm
• Kev ua qauv ntawm kev sib cais cov khoom tsis huv ntawm qhov kub sib txawv
• Kev kwv yees ntawm cov zog sib txuas ntxiv-impurity

Kev Xam Xam Thawj Txoj Cai:

• Kev suav ntawm cov zog tsim tsis huv hauv tellurium lattice
• Kev kwv yees ntawm cov qauv molecular chelating zoo tshaj plaws
• Kev txhim kho ntawm cov txheej txheem tshuaj tiv thaiv kev thauj mus los ntawm cov pa

Piv txwv ntawm daim ntawv thov:

• Kev tshawb pom cov tshuaj tshiab uas ua rau cov pa oxygen tsis muaj zog LaTe₂, txo cov pa oxygen kom txog 0.3ppm
• Tsim cov neeg sawv cev chelating uas haum rau koj, txhim kho kev tshem tawm cov pa roj carbon kom zoo dua 60%

3.3 Kev Txhim Kho Cov Txheej Txheem Digital Twin thiab Virtual

Kev Tsim Kho Lub Tshuab Ntxaib Digital:

1. Qauv Geometric: Kev tsim cov khoom siv 3D kom raug
2. Qauv Lub Cev: Kev Hloov Kub Ua Ke, Kev Hloov Loj, thiab Kev Ua Kua Dej
3. Qauv tshuaj lom neeg: Kev sib xyaw ua ke ntawm cov tshuaj tiv thaiv impurity
4. Qauv tswj: Cov lus teb ntawm lub kaw lus tswj uas ua raws li qhov kev sim

Cov Txheej Txheem Txhim Kho Virtual:

• Kev sim 500+ cov txheej txheem sib xyaw ua ke hauv qhov chaw digital
• Kev txheeb xyuas cov yam ntxwv tseem ceeb uas cuam tshuam (CSV kev tshuaj xyuas)
• Kev kwv yees ntawm qhov rais ua haujlwm zoo tshaj plaws (OWC kev tshuaj xyuas)
• Kev txheeb xyuas qhov ua haujlwm ruaj khov (Monte Carlo simulation)

4. Txoj Kev Siv Kev Lag Luam thiab Kev Tshawb Fawb Txog Cov Txiaj Ntsig

4.1 Txoj Kev Npaj Ua Haujlwm Uas Muaj Theem

Theem I (0-6 lub hlis):

• Kev siv cov txheej txheem khaws cov ntaub ntawv yooj yim
• Kev tsim cov ntaub ntawv txheej txheem
• Kev tsim cov qauv kwv yees ua ntej
• Kev siv cov kev soj ntsuam tseem ceeb

Theem Ob (6-12 lub hlis):

• Ua tiav qhov system digital twin
• Kev kho kom zoo dua ntawm cov txheej txheem tseem ceeb
• Kev siv tswj hwm kaw-voj ua qauv
• Kev tsim kho qhov system nrhiav tau qhov zoo

Theem III (12-18 lub hlis):

• Kev ua kom zoo dua ntawm AI tag nrho
• Cov txheej txheem tswj kev hloov kho
• Cov txheej txheem saib xyuas ntse
• Cov txheej txheem kawm txuas ntxiv mus

4.2 Cov Txiaj Ntsig Kev Lag Luam Uas Xav Tau

Cov Ntaub Ntawv Kawm Txog 50-tuj Txhua Xyoo High-Purity Tellurium Production:

5. Kev Cov Teeb Meem thiab Kev Dais Teeb Meem Txog Kev Siv Tshuab

5.1 Cov Teeb Meem Tseem Ceeb ntawm Kev Siv Tshuab

1. Cov Teeb Meem Zoo ntawm Cov Ntaub Ntawv:
   • Cov ntaub ntawv kev lag luam muaj suab nrov heev thiab cov nqi uas ploj lawm
   • Cov qauv tsis sib xws thoob plaws cov ntaub ntawv
   • Cov voj voog ntev tau txais rau cov ntaub ntawv tshuaj xyuas siab-purity
2. Kev Txheeb Xyuas Qauv Dav Dav:
   • Kev hloov pauv ntawm cov khoom siv raw ua rau cov qauv tsis ua haujlwm
   • Cov khoom siv laus zuj zus cuam tshuam rau kev ruaj khov ntawm cov txheej txheem
   • Cov lus qhia tshwj xeeb ntawm cov khoom tshiab yuav tsum tau rov qhia dua tus qauv
3. Kev Nyuaj Siab ntawm Kev Sib Koom Ua Ke ntawm Lub Tshuab:
   • Cov teeb meem sib xws ntawm cov khoom siv qub thiab cov khoom siv tshiab
   • Kev qeeb ntawm kev teb tswj lub sijhawm tiag tiag
   • Cov teeb meem ntawm kev txheeb xyuas kev nyab xeeb thiab kev ntseeg siab

5.2 Cov Kev daws teeb meem tshiab

Kev Txhim Kho Cov Ntaub Ntawv Hloov Kho:

• Kev tsim cov ntaub ntawv txheej txheem raws li GAN
• Kev hloov kev kawm los them rau qhov tsis muaj cov ntaub ntawv
• Kev kawm ib nrab uas muaj kev saib xyuas siv cov ntaub ntawv tsis muaj npe

Kev Siv Qauv Sib Xyaws:

• Cov qauv ntaub ntawv uas txwv los ntawm kev siv physics
• Cov qauv tsim ntawm lub network neural uas coj los ntawm cov txheej txheem
• Kev sib xyaw ua ke ntawm ntau hom qauv

Kev Sib Koom Tes Ua Haujlwm ntawm Edge-Cloud:

• Kev xa tawm ntawm ntug ntawm cov algorithms tswj tseem ceeb
• Kev suav huab rau cov haujlwm ua kom zoo dua qub
• Kev sib txuas lus 5G qis-latency

6. Cov Lus Qhia Txog Kev Loj Hlob Yav Tom Ntej

1. Kev Txhim Kho Khoom Siv Txawj Ntse:
   • Cov ntaub ntawv ntxuav tshwj xeeb uas tsim los ntawm AI
   • Kev tshuaj ntsuam xyuas siab ntawm cov kev sib xyaw ua ke zoo tshaj plaws
   • Kev kwv yees ntawm cov txheej txheem ntes cov khoom tsis huv tshiab
2. Kev Txhim Kho Kom Zoo Tag Nrho:
   • Cov txheej txheem kev paub txog tus kheej
   • Kev ua haujlwm zoo tshaj plaws
   • Kev kho tus kheej qhov teeb meem anomaly
3. Cov Txheej Txheem Purification Ntsuab:
   • Kev ua kom zoo tshaj plaws ntawm txoj kev siv zog tsawg kawg nkaus
   • Cov kev daws teeb meem rov ua dua tshiab ntawm cov khib nyiab
   • Kev soj ntsuam cov pa roj carbon dioxide tiag tiag

Los ntawm kev sib koom ua ke ntawm AI tob, kev ntxuav tellurium tab tom hloov pauv mus rau qhov kev hloov pauv tshiab los ntawm kev tsav los ntawm kev paub dhau los mus rau kev tsav los ntawm cov ntaub ntawv, los ntawm kev ua kom zoo dua qub mus rau kev ua kom zoo dua qub. Cov tuam txhab raug qhia kom txais yuav "kev npaj tswv yim, kev siv theem", ua qhov tseem ceeb rau kev ua tiav hauv cov kauj ruam tseem ceeb thiab maj mam tsim cov txheej txheem ntxuav kom huv si.