Welding thiab neural networks
Cov kws tshaj lij los ntawm Finnish University of Technology Lappeenranta tau tsim lub tshuab vuam tsis siv neeg tshwj xeeb. Ib lub tshuab raws li cov neural tes hauj lwm uas tuaj yeem kho qhov tsis raug ntawm nws tus kheej, hloov mus rau cov kev hloov pauv thiab ua cov txheej txheem vuam raws li qhov project.
Lub sensor system nyob rau hauv lub tshiab technology tswj tsis tau tsuas yog lub vuam lub kaum sab xis, tab sis kuj qhov kub thiab txias ntawm melting point ntawm cov hlau thiab cov duab ntawm lub welding. Lub neural network tau txais cov ntaub ntawv tsis tu ncua, uas ua rau kev txiav txim siab hloov qhov tsis sib xws thaum lub vuam txheej txheem. Piv txwv li, thaum arc vuam nyob rau hauv ib tug shielding roj ib puag ncig, lub system muaj peev xwm ib txhij hloov lub tam sim no thiab voltage, ceev ntawm lub zog thiab qhov chaw ntawm lub vuam tshuab.
Yog tias muaj qhov ua yuam kev lossis qhov tsis xws luag, lub kaw lus tuaj yeem kho tam sim ntawd tag nrho cov kev ntsuas no, kom qhov kev sib txuas tau zoo tshaj plaws. Lub kaw lus tau tsim los ua tus kws tshaj lij hauv chav kawm siab - tus kws kho qhov muag uas tau teb sai sai thiab kho qhov tsis txaus uas yuav tshwm sim thaum vuam.
