Ukusetshenziswa kwe-AI embonini yokushisela

Ukusetshenziswa kobuchwepheshe be-AI emkhakheni we-welding kukhuthaza ubuhlakani kanye ne-automation yenqubo yokushisela, ukuthuthukisa ukusebenza kahle kokukhiqiza kanye nekhwalithi yomkhiqizo.

Ukusetshenziswa kwe-AI ekushiseleni kuboniswa ikakhulukazi kulezi zici ezilandelayo:

Ukulawulwa kwekhwalithi yokushisela

Ukusetshenziswa kobuchwepheshe be-AI ekulawuleni ikhwalithi yokushisela kubonakala ikakhulukazi ekuhlolweni kwekhwalithi yokushisela, ukuhlonza isici sokushisela, kanye nokwenza kahle kwenqubo yokushisela. Lezi zinhlelo zokusebenza azithuthukisi nje kuphela ukunemba nesivinini sokushisela, kodwa futhi zithuthukisa kakhulu ukukhiqizwa ngokuqapha kwesikhathi sangempela nokulungiswa okuhlakaniphile. ukusebenza kahle kanye nekhwalithi yomkhiqizo. Nazi ezinye izinhlelo zokusebenza ezibalulekile zobuchwepheshe be-AI ekulawuleni ikhwalithi yokushisela:

Ukuhlolwa kwekhwalithi yokushisela

Isistimu yokuhlola ikhwalithi yokushisela esekelwe embonweni womshini nokufunda okujulile: Lolu hlelo luhlanganisa ukubona kwekhompyutha okuthuthukisiwe kanye nama-algorithms okufunda okujulile ukuze kuqashwe futhi kuhlolwe ikhwalithi yokushisela ngesikhathi senqubo yokushisela ngesikhathi sangempela. Ngokuthwebula imininingwane yenqubo yokushisela ngamakhamera anesivinini esikhulu, anokulungiswa okuphezulu, ama-algorithms okufunda okujulile angafunda futhi abone ama-welds wezimfanelo ezihlukene, okuhlanganisa ukukhubazeka kokushisela, imifantu, ama-pores, njll. Lolu hlelo lunezinga elithile lokuguquguquka futhi lingakwazi ukuzivumelanisa nezimo kumapharamitha wenqubo ehlukene, izinhlobo zezinto ezibonakalayo kanye nezindawo zokushisela, ukuze ifaneleke kangcono imisebenzi ehlukahlukene yokushisela. Ekusetshenzisweni okungokoqobo, lolu hlelo lusetshenziswa kakhulu ekukhiqizeni izimoto, i-aerospace, ukukhiqizwa kwe-electronic kanye neminye imikhakha. Ngokubona ukuhlolwa kwekhwalithi okuzenzakalelayo, lolu hlelo aluthuthukisi nje kuphela ukusebenza kahle kwenqubo yokushisela, kodwa futhi luqinisekisa izinga eliphezulu lekhwalithi ye-weld futhi lunciphisa izinga elingalungile ekukhiqizeni.

Ukuhlonza iphutha lokushisela    

Ubuchwepheshe be-Zeiss ZADD bokutholwa kokukhubazeka okuzenzakalelayo: Amamodeli e-AI asetshenziselwa ukusiza abasebenzisi ukuxazulula ngokushesha izinkinga zekhwalithi, ikakhulukazi ku-porosity, i-glue coating, inclusions, izindlela zokushisela kanye nokukhubazeka.

Indlela yokuqaphela iphutha lesithombe se-weld esisekelwe ekufundeni okujulile: Ubuchwepheshe bokufunda okujulile busetshenziselwa ukukhomba ngokuzenzakalelayo amaphutha ezithombeni ze-X-ray weld, ukuthuthukisa ukunemba nokusebenza kahle kokutholwa.

Ukulungiselela ipharamitha yokushisela

Ukuthuthukiswa kwepharamitha yenqubo: Ama-algorithms we-AI angathuthukisa amapharamitha enqubo afana namanje welding, i-voltage, isivinini, njll. ngokusekelwe kudatha yomlando kanye nempendulo yesikhathi sangempela ukuze kuzuzwe umphumela omuhle kakhulu wokushisela. Ukulawula okuguquguqukayo: Ngokuqapha amapharamitha ahlukahlukene ngesikhathi senqubo yokushisela ngesikhathi sangempela, uhlelo lwe-AI lungalungisa ngokuzenzakalelayo izimo zokushisela ukuze lubhekane nezinguquko ezibonakalayo nezemvelo.

Irobhothi Lokushisela

Ukuhlela indlela: I-AI ingasizaamarobhothi wokushiselahlela izindlela eziyinkimbinkimbi futhi uthuthukise ukusebenza kahle nokunemba kwe-welding.

Ukusebenza okuhlakaniphile: Ngokufunda okujulile, amarobhothi okushisela angakwazi ukubona imisebenzi ehlukene yokushisela futhi akhethe ngokuzenzakalelayo izinqubo ezifanele zokushisela namapharamitha.

Ukuhlaziywa kwedatha yokushisela

Ukuhlaziywa kwedatha enkulu: I-AI ingacubungula futhi ihlaziye inani elikhulu ledatha yokushisela, ithole amaphethini afihliwe namathrendi, futhi inikeze isisekelo sokuthuthukisa izinqubo zokushisela.

Ukugcinwa kokubikezela: Ngokuhlaziya idatha yokusebenza yemishini, i-AI ingabikezela ukwehluleka kwemishini yokushisela, ilungise kusengaphambili, futhi inciphise isikhathi sokuphumula.

Ukulingisa Okubonakalayo Nokuqeqeshwa

Ukulingisa i-Welding: Kusetshenziswa i-AI kanye nobuchwepheshe obungokoqobo obungokoqobo, inqubo ye-welding yangempela ingalingiswa ukuqeqeshwa kokusebenza kanye nokuqinisekiswa kwenqubo. Ukuthuthukiswa kokuqeqeshwa: Ngokuhlaziywa kwe-AI kwedatha yokusebenza kwe-welder, iziphakamiso zokuqeqeshwa komuntu siqu zinikezwa ukuthuthukisa amakhono okushisela.

Amathrendi Akusasa

I-automation ethuthukisiwe: Ngokuthuthuka okusheshayo kobuhlakani bokwenziwa namarobhothi, okokusebenza okukhaliphile kokushisela kuzofinyelela izinga eliphakeme lokuzenzakalela futhi kusebenze imisebenzi yokushisela engenamuntu noma engenamuntu ngokuphelele.

Ukuphathwa nokuqapha idatha: Imishini yokushisela ehlakaniphile izoba nokuqoqwa kwedatha nemisebenzi yokuqapha ekude, futhi idlulisele ulwazi olufana nemingcele yokushisela, idatha yokucubungula, nesimo semishini kusikhungo sokulawula kude noma abasebenzisi bokugcina ngesikhathi sangempela ngeplathifomu yamafu.

Ukwenziwa ngcono kwenqubo yokushisela okuhlakaniphile: Imishini yokushisela ehlakaniphile izothuthukisa inqubo yokushisela ngokusebenzisa ama-algorithms ahlakaniphile ahlanganisiwe ukunciphisa ukukhubazeka kokushisela kanye nokuguqulwa.

Ukuhlanganiswa kwezinqubo eziningi: Imishini yokushisela ehlakaniphile izohlanganisa izinqubo ezahlukene zokushisela kanye nobuchwepheshe ukuze kuzuzwe izinhlelo zokusebenza eziningi ezisebenzayo kanye nezinqubo eziningi.

Sekukonke, ukusetshenziswa kwe-AI ekushiseleni kuye kwalithuthukisa kakhulu izinga lokushisela nokusebenza kahle, kuyilapho kunciphisa izindleko kanye nokuqina kwabasebenzi. Ngokuthuthuka okuqhubekayo kobuchwepheshe, ukusetshenziswa kwe-AI emkhakheni we-welding kuzoba kubanzi futhi kujule.