Vim muaj cov qauv sib txawv ntawm cov neeg rho tawm thiab cov motors siv hauv kev ua haujlwm sib txawv sib txuas cov phaj Conveyors, cov interfaces rau sensor installation tseem yuav hloov pauv. Yog li, txiav txim siab qhov chaw teeb tsa ntawm cov reducer tom qab kev tshawb nrhiav kom txhij. Vim yog qhov chaw tshwj xeeb ntawm kev ua haujlwm saum npoo txuas phaj convor, lub sensor yuav inevitably tau sib tsoo lossis puas. Txhawm rau kom ntseeg tau tias lub txim taws tsim thaum lub sensor yog puas (feem ntau yog hais txog lub sensor teeb liab kab thiab hluav taws xob raug nthuav tawm thiab xau sab nraud), nws yuav tsis ua rau lub sensor uas nws nyob. Thaum qhov kev tawg tshwm sim tshwm sim hauv ib qho chaw muaj pa hluav taws xob, ob lub teeb meem hluav taws xob uas yuav tsum tau ua kom tau raws kev nyab xeeb. Uas yog hais, lub sensor nws tus kheej yuav tsum muaj tsawg kawg yog ib qho kev nyab xeeb ntawm lub sensor yuav tsum tau ua kom tau txais kev nyab xeeb kom muaj kev nyab xeeb.

Txhaum kev kuaj mob yog txiav txim rau kev ua haujlwm lossis kev hloov kho ntawm cov saw conveyor. Nws muaj ob lub ntsiab lus. Ib qho yog kwv yees thiab kwv yees kev ua haujlwm ntawm cov khoom siv ua ntej cov saw txuas ua ntej tuav conveyor tsis; Lwm qhov yog los ua kev twv ntawm thaj chaw, ua rau, hom thiab raws li qhov tsis ua tiav tom qab cov khoom ua tsis tiav. Tus kws txiav txim plaub thiab txiav txim siab txij nkawm. Nws cov haujlwm tseem ceeb suav nrog kev txhaum kev txhaum, kev txheeb xyuas, kev ntsuas xyuas, kev kwv yees thiab kev txiav txim siab. Txhaum kev kuaj mob suav nrog ob pawg: kev ua txhaum kev kuaj mob raws cov qauv ua lej thiab kev ua txhaum kev txheeb xyuas raws li kev txawj ntse. Qhov txhaum kev kuaj mob raws li neural network thiab cov ntaub ntawv Fusion Technology piav qhia cov ntsiab cai ntawm neural network thiab cov ntaub ntawv fusion. Nyob rau tib lub sijhawm, cov piv txwv ntawm kev ua txhaum kev kuaj mob raws li Network network thiab kev ua txhaum kev txheeb xyuas raws li kev xav ua pov thawj tau muab.

Neural network ntawm saw phaj conveyor tuaj yeem faib ua ob pawg raws li cov kev sib txuas sib txawv ntawm cov tswv yim: kev tawm tswv yim-tom ntej network network thiab kev sib koom ua ke network. Lub tswv yim-dawb pem hauv ntej network muaj ntawm ib txheej txuas, txheej txheem nruab nrab thiab ib txheej tso zis. Cov txheej nruab nrab muaj peev xwm ua tau los ntawm ob peb txheej, thiab cov neurons hauv txhua txheej tuaj yeem tsuas yog tau txais cov zis ntawm cov neurons hauv txheej yav dhau los. Nws tuaj yeem muaj kev sib txuas ntawm ob lub neurons hauv cov teeb tsa sib txuas, thiab cov paib qhia ntawv yuav tsum tau kis rov qab los ntawm cov neurons. Tom qab ob peb cov saw conveyor zoo li rau qee lub xeev ruaj khov lossis nkag rau qee lub sijhawm Oscillation thiab lwm lub xeev.