An yi amfani da fasahar kere-kere ta wucin gadi (AI) da fasahar dijital cikin nasara wajen inganta samar da na'urorin lantarki na graphite da kayan da suka shafi su (kamar su graphite anodes da carbon nanotubes), wanda hakan ke inganta ingantaccen bincike da ci gaba (R&D), daidaiton samarwa, da amfani da makamashi sosai. Takamaiman yanayin aikace-aikacen da tasirin su sune kamar haka:
I. Babban Aikace-aikacen Fasahar AI a cikin Bincike da Haɓaka Kayan Aiki
1. Bincike da D na Kayan Fasaha
- Inganta Tsarin AI na Tsarin Bincike da Ci gaba: Tsarin koyon injina yana annabta halayen abu (misali, rabon al'amari da tsarkin nanotubes na carbon), yana maye gurbin gwaje-gwajen gwaji da kurakurai na gargajiya da kuma rage zagayowar bincike da ci gaba. Misali, Turing Daosen, wani reshe na Do-Fluoride Technologies, ya yi amfani da fasahar AI don cimma ingantaccen ingantaccen sigogin hadawa don wakilan sarrafa nanotube na carbon da kayan anode na graphite, yana inganta daidaiton samfura.
- Tsarin Cikakkiyar Tsarin Bayanai: Fasahar AI tana sauƙaƙa sauyawa daga binciken dakin gwaje-gwaje zuwa samar da kayayyaki a masana'antu, tana hanzarta madaurin rufewa daga gano kayayyaki zuwa samar da kayayyaki da yawa. Misali, amfani da AI a cikin gwajin tantance kayayyaki, hadawa, shiri, da kuma gwajin halaye ya ƙara ingancin R&D da sama da kashi 30%.
2. Sake Tsarin Samarwa
- Inganta Tsarin Samar da Wutar Lantarki Mai Sauƙi: A cikin samar da anode na graphite, algorithms na AI, tare da hanyoyin graphitization, suna ba da damar daidaita sigogin samar da wutar lantarki a ainihin lokaci, rage farashin amfani da makamashi. Do-Fluoride Technologies sun haɗu da Hunan Yunlu New Energy don inganta samar da graphitization na anode ta hanyar lissafin AI, suna samar da mafita masu adana makamashi da rage farashi ga masana'antar.
- Kulawa da Inganci a Lokaci-lokaci: Tsarin AI yana sa ido kan yanayin kayan aiki da sigogin sarrafawa, yana rage ƙimar lahani. Misali, a cikin samar da anode na graphite, fasahar AI ta ƙara yawan amfani da ƙarfin aiki da kashi 15% kuma ta rage ƙimar lahani da kashi 20%.
3. Gina Shinge Masu Gasa a Masana'antar
- Fa'idodi Masu Bambanci: Kamfanonin da suka fara amfani da fasahar AI (kamar Do-Fluoride Technologies) sun kafa shinge dangane da ingancin bincike da kuma kula da farashi. An aiwatar da maganin "AI Anode Production Optimizer" nasu a fannin kasuwanci, an fifita shi don samar da anode na batirin lithium-ion.
II. Manyan Nasarorin da aka samu a Fasahar Dijital don Injin Graphite Electrode
1. Inganta Fasahar CNC Daidaita Injin
- Sabbin Sabbin Injin Zare: Fasaha ta CNC mai kusurwa huɗu (a lokaci guda) tana ba da damar yin aiki tare da zaren da aka zana tare da kuskuren firikwensin ≤0.02 mm, yana kawar da haɗarin rabuwa da karyewar da ke da alaƙa da hanyoyin injin na gargajiya.
- Ganowa da Biya ta Intanet: Na'urorin daukar hoto na zare na Laser, tare da tsarin hasashen AI, suna samun ingantaccen iko na sharewa (daidaituwa ± 5 μm), suna inganta rufewa tsakanin lantarki da tanderu.
2. Fasahar Injin da ta dace sosai
- Kayan Aiki da Inganta Tsarin Aiki: Kayan aikin lu'u-lu'u na Polycrystalline (PCD) masu kusurwar rake na -5° zuwa +5° suna rage guntun gefen, yayin da kayan aikin da aka shafa da nano tsawon rayuwar kayan aiki sau uku. Haɗin saurin spindle na 2000–3000 rpm da ƙimar ciyarwa na 0.05–0.1 mm/r yana cimma ƙaiƙayin saman Ra ≤ 0.8 μm.
- Ƙarfin Injin Micro-Hole: Injin da aka taimaka wa ultrasonic (girman 15-20 μm, mita 20 kHz) yana ba da damar injinan micro-hole tare da rabon al'amari na 10:1. Fasahar haƙa laser ta Picosecond tana sarrafa diamita na ramuka a cikin Φ0.1–1 mm, tare da yankin da zafi ya shafa na ≤10 μm.
3. Masana'antu 4.0 da kuma Samar da Tsarin Dijital na Rufe-Madauki
- Tsarin Dijital Biyu: Ana tattara sama da girma 200 na bayanai (misali, filayen zafin jiki, filayen damuwa, lalacewar kayan aiki) don hango lahani ta hanyar kwaikwayon injin kama-da-wane (daidaituwa>90%), tare da lokutan amsawar sigogin ingantawa na <30 daƙiƙa.
- Tsarin Injin Daidaitawa: Haɗakar na'urori masu auna firikwensin da yawa (fitar da sauti, yanayin zafi na infrared) yana ba da damar ramawa ta ainihin lokaci ga kurakuran nakasa na zafi (ƙuduri 0.1 μm), yana tabbatar da daidaiton injin.
- Tsarin Bibiyar Inganci: Fasahar Blockchain tana samar da yatsu na dijital na musamman ga kowane lantarki, tare da cikakkun bayanai game da zagayowar rayuwa da aka adana a kan sarkar, wanda ke ba da damar gano matsalolin inganci cikin sauri.
III. Nazarin Misali Na Yau Da Kullum: Tsarin Masana'antu na AI+ na Do-Fluoride Technologies
1. Aiwatar da Fasaha
- Turing Daosen ya yi aiki tare da Hunan Yunlu New Energy don haɗa lissafin AI tare da hanyoyin tsara zane-zane na anode, inganta tsarin samar da wutar lantarki da rage farashin amfani da makamashi. An sayar da wannan mafita a kasuwa kuma an ba shi fifiko don samar da anode na batirin lithium-ion na Do-Fluoride Technologies.
- A cikin samar da wakilin sarrafa carbon nanotubes, algorithms na AI suna inganta sigogin hadawa daidai, suna inganta rabon yanayin samfur da tsarki, da kuma haɓaka watsawa da sama da 20%.
2. Tasirin Masana'antu
Kamfanin Do-Fluoride Technologies ya zama kamfani mai amfani ga tsarin "AI+ model" a cikin sabon ɓangaren kayan makamashi. An tsara hanyoyin magance matsalar don haɓaka masana'antu a faɗin masana'antu, wanda ke haifar da haɓaka fasaha a cikin abubuwan da ke haifar da wutar lantarki a cikin batirin lithium-ion, kayan batirin solid-state, da sauran fannoni.
IV. Yanayin Ci Gaban Fasaha da Kalubale
1. Umarni na Nan gaba
- Manhajar Manyan Sikeli: Haɓaka fasahar rage magana don na'urorin lantarki masu diamita na mita 1.2 da kuma inganta daidaiton matsayi a cikin injinan haɗin gwiwa na robot da yawa.
- Fasahar Injin Haɗin Kai: Binciken ingantattun hanyoyin inganta inganci ta hanyar injinan haɗin kai na laser da injina da kuma haɓaka hanyoyin yin amfani da sintering ta hanyar microwave.
- Masana'antar Kore: Inganta hanyoyin yanke busassun kaya da gina tsarin tsarkakewa tare da saurin dawo da ƙurar graphite na kashi 99.9%.
2. Kalubalen Musamman
- Aikace-aikacen Fasahar Sensing Quantum: Cin Nasara kan ƙalubalen haɗaka a cikin gano injina don cimma daidaitaccen sarrafa nanoscale.
- Haɗin gwiwa tsakanin Kayan Aiki-Tsarin Kayan Aiki: Ƙarfafa haɗin gwiwa tsakanin fannoni daban-daban tsakanin kimiyyar kayan aiki, hanyoyin magance zafi, da kuma ƙirƙirar kayan aiki masu inganci sosai.
Lokacin Saƙo: Agusta-04-2025