Artificial Intelligence Optimizes CNC Milling ntawm Carbon Fiber Reinforced Composites |Composite Materials Ntiaj teb

Lub Augsburg AI ntau lawm network-DLR Lightweight Production Technology Center (ZLP), Fraunhofer IGCV thiab University of Augsburg-siv ultrasonic sensors correlate suab nrog cov khoom zoo ntawm cov khoom sib xyaw ua haujlwm.
Ib qho ultrasonic sensor ntsia ntawm lub tshuab CNC milling los saib xyuas qhov zoo ntawm machining.Duab qhov chaw: Txhua txoj cai tshwj tseg los ntawm University of Augsburg
Lub Augsburg AI (Artificial Intelligence) ntau lawm network-tsim nyob rau hauv Lub ib hlis ntuj 2021 thiab headquartered nyob rau hauv Augsburg, lub teb chaws Yelemees-cob ua ke lub University of Augsburg, Fraunhofer, thiab kev tshawb fawb ntawm casting, composite cov ntaub ntawv thiab ua technology (Fraunhofer IGCV) thiab lub German lightweight production technology. chaw.German Aerospace Center (DLR ZLP).Lub hom phiaj yog los sib koom ua ke tshawb fawb txog kev txawj ntse-raws li kev tsim cov thev naus laus zis ntawm kev sib tshuam ntawm cov khoom siv, kev tsim thev naus laus zis thiab cov qauv siv cov ntaub ntawv.Ib qho piv txwv ntawm daim ntawv thov uas muaj kev txawj ntse tuaj yeem txhawb nqa cov txheej txheem tsim khoom yog kev ua cov khoom siv fiber ntau ntxiv.
Hauv kev tsim tshiab tsim kev txawj ntse tsim tawm network, cov kws tshawb fawb tab tom kawm yuav ua li cas kev txawj ntse tuaj yeem txhim kho cov txheej txheem ntau lawm.Piv txwv li, thaum kawg ntawm ntau cov nqi chains hauv aerospace lossis mechanical engineering, CNC tshuab cov cuab yeej ua cov txheej txheem kawg ntawm cov khoom ua los ntawm fiber ntau cov khoom siv polymer.Cov txheej txheem machining no tso cov kev xav tau siab ntawm lub tshuab milling.Cov kws tshawb fawb ntawm University of Augsburg ntseeg tias nws muaj peev xwm ua kom zoo dua cov txheej txheem machining los ntawm kev siv cov sensors uas saib xyuas CNC milling systems.Tam sim no lawv tab tom siv kev txawj ntse txawj ntse los ntsuas cov ntaub ntawv ntws los ntawm cov sensors no.
Cov txheej txheem tsim khoom lag luam feem ntau yog qhov nyuaj, thiab muaj ntau yam cuam tshuam rau cov txiaj ntsig.Piv txwv li, cov khoom siv thiab cov cuab yeej ua haujlwm hnav sai, tshwj xeeb tshaj yog cov ntaub ntawv nyuaj xws li carbon fiber.Yog li ntawd, lub peev xwm los txheeb xyuas thiab kwv yees qhov tseem ceeb ntawm kev hnav khaub ncaws yog qhov tseem ceeb los muab cov khoom zoo thiab cov khoom sib xyaw ua ke.Kev tshawb fawb ntawm kev lag luam CNC milling tshuab qhia tau hais tias tsim nyog sensor technology ua ke nrog kev txawj ntse txawj ntse tuaj yeem muab cov kev kwv yees thiab kev txhim kho.
Muaj CNC milling tshuab rau ultrasonic sensor tshawb fawb.Duab qhov chaw: Txhua txoj cai tshwj tseg los ntawm University of Augsburg
Feem ntau cov niaj hnub CNC milling tshuab muaj built-in hauv paus sensors, xws li sau lub zog noj, pub quab yuam thiab torque.Txawm li cas los xij, cov ntaub ntawv no tsis yog ib txwm txaus los daws cov ntsiab lus zoo ntawm cov txheej txheem milling.Txog rau qhov kawg no, University of Augsburg tau tsim lub tshuab ultrasonic rau kev tshuaj xyuas cov qauv suab thiab muab tso rau hauv lub tshuab CNC milling.Cov sensors ntes cov teeb liab teeb tsa hauv lub ultrasonic ntau tsim thaum lub sij hawm milling thiab ces propagated los ntawm lub system mus rau lub sensors.
Cov qauv suab tuaj yeem txiav txim siab txog lub xeev ntawm cov txheej txheem ua haujlwm."Qhov no yog ib qho kev qhia uas muaj txiaj ntsig rau peb ib yam li bowstring yog mus rau ib lub violin," piav qhia Prof. Markus Sause, tus thawj coj ntawm kev txawj ntse tsim tawm network."Cov kws tshaj lij suab paj nruag tuaj yeem txiav txim siab tam sim ntawm lub suab ntawm lub violin seb nws puas tau kho thiab tus neeg ua si paub txog qhov ntsuas."Tab sis txoj kev no siv rau CNC tshuab cuab yeej li cas?Kev kawm tshuab yog qhov tseem ceeb.
Txhawm rau ua kom zoo tshaj CNC milling txheej txheem raws li cov ntaub ntawv kaw los ntawm ultrasonic sensor, cov kws tshawb fawb ua haujlwm nrog Sause siv lub npe hu ua tshuab kev kawm.Qee tus yam ntxwv ntawm lub teeb liab acoustic yuav qhia tau tias cov txheej txheem tswj tsis zoo, uas qhia tau hais tias qhov zoo ntawm qhov milled yog qhov tsis zoo.Yog li, cov ntaub ntawv no tuaj yeem siv ncaj qha los kho thiab txhim kho cov txheej txheem milling.Txhawm rau ua qhov no, siv cov ntaub ntawv kaw tseg thiab lub xeev sib thooj (piv txwv li, kev ua haujlwm zoo lossis tsis zoo) los cob qhia cov algorithm.Tom qab ntawd, tus neeg ua haujlwm lub tshuab milling tuaj yeem hnov ​​​​mob rau cov ntaub ntawv qhia txog xwm txheej, lossis lub kaw lus tuaj yeem hnov ​​​​txog kev ua haujlwm.
Kev kawm tshuab tuaj yeem tsis tsuas yog ua kom zoo dua cov txheej txheem milling ncaj qha rau ntawm qhov chaw ua haujlwm, tab sis kuj tseem npaj lub voj voog txij nkawm ntawm cov nroj tsuag ntau lawm raws li kev lag luam.Cov khoom siv ua haujlwm yuav tsum tau ua haujlwm hauv lub tshuab kom ntev li ntev tau los txhim kho kev lag luam kev lag luam, tab sis kev ua tsis tiav tshwm sim los ntawm cov khoom puas tsuaj yuav tsum raug zam.
Kev saib xyuas kev kwv yees yog ib txoj hauv kev uas AI siv cov ntaub ntawv khaws cov ntaub ntawv los suav thaum twg yuav tsum tau hloov pauv.Rau lub tshuab CNC milling nyob rau hauv kev kawm, lub algorithm paub txog thaum tej yam ntxwv ntawm lub suab teeb liab hloov.Nyob rau hauv txoj kev no, nws tuaj yeem tsis tsuas yog txheeb xyuas qhov degree ntawm hnav ntawm cov cuab yeej machining, tab sis kuj kwv yees lub sijhawm kom raug los hloov cov cuab yeej.Qhov no thiab lwm cov txheej txheem kev txawj ntse txawj ntse tau muab tso rau hauv kev tsim khoom tsim kev txawj ntse hauv Augsburg.Peb lub koom haum koom tes tseem ceeb tau koom tes nrog lwm cov chaw tsim khoom los tsim cov kev tsim khoom lag luam uas tuaj yeem hloov kho dua tshiab hauv cov khoom siv thiab cov khoom siv tau zoo.
Piav cov duab qub tom qab kev lag luam thawj qhov kev txhawb nqa fiber ntau, thiab muaj kev nkag siab tob txog kev tshawb fawb fiber ntau thiab kev txhim kho yav tom ntej.


Post lub sij hawm: Oct-08-2021