Ngokuthuthuka okuqhubekayo kobuchwepheshe, i-Artificial Intelligence (AI) kanye ne-Machine Learning (ML) kube abashayeli ababalulekile ekuthuthukisweni kobuchwepheshe.Lobu buchwepheshe obuthuthukisiwe bubonise amandla amakhulu ekuqondeni idatha eyinkimbinkimbi, ukuthuthukisa ukusebenza kahle kokuthatha izinqumo, nokuthuthukisa izinqubo zokusebenza.Ikakhulukazi emkhakheni wezinzwa zokucindezela, inhlanganisela ye-AI ne-ML ayigcinanga nje ngokuthuthukisa ukusebenza kwezinzwa kodwa futhi yandisa ububanzi bohlelo lwazo lohlelo, okuvula indlela yokuqanjwa kabusha kwezobuchwepheshe kwesikhathi esizayo.
Ubuchwepheshe Obukhona Benzwa Yokucindezela
Njengamanje, ubuchwepheshe benzwa yokucindezela busetshenziswa kakhulu emikhakheni eyahlukene njengokukhiqiza, ukunakekelwa kwezempilo, ukuqapha imvelo, kanye nogesi wabathengi.Lezi zinzwa zaziwa ngokunemba kwazo okuphezulu, ukusabela okusheshayo, nokuzinza okuhlala njalo.Ekwenziweni, abalulekile ekuqapheni ukugeleza kwenqubo kanye nokuthola okudidayo kumasistimu we-hydraulic kanye ne-pneumatic, ngaleyo ndlela kuvinjwe ukwehluleka kwemishini.Emkhakheni wezokunakekelwa kwempilo, izinzwa zengcindezi zibalulekile ezinhlelweni ezifana nokwelashwa kwe-hyperbaric kanye ne-In Vivo Blood Pressure Sensing, okuqinisekisa ukuqapha okunembile kwesiguli.Ukuze kuqashwe imvelo, lezi zinzwa zibalulekile ekulinganiseni ukukhishwa kwekhabhoni nokuphatha izinhlelo zokwenza umoya.Kuzinto zikagesi zabathengi, zithuthukisa ulwazi lomsebenzisi, okubonakala kumadivayisi afana nezihlanzi ezihlakaniphile ezilungisa izilungiselelo ngokusekelwe ezinguqukweni zokudonsa.Naphezu kokusetshenziswa kwazo okusakazekile, ubuchwepheshe bamanje buhlangabezana nezinselele ezindaweni eziyinkimbinkimbi, ikakhulukazi mayelana nokuphazamiseka komsindo namandla okucubungula idatha.Ukuthuthukisa lezi zinzwa ukuze kusingathwe ngempumelelo izimo eziyinkimbinkimbi futhi kuchazwe idatha ngokuphazanyiswa okuncane komsindo kuhlala kuwukugxila okubalulekile ekuthuthukiseni ukusetshenziswa kwazo kulezi zindawo ezibalulekile.
Ukudidiyelwa kobuhlakani bokwenziwa kanye nokufunda komshini
Ukuhlanganiswa kwe-AI ne-ML kubuchwepheshe benzwa yokucindezela kuholele entuthukweni ebalulekile.Lawa ma-algorithms anika amandla izinzwa ukuthi zihlaziye futhi zihumushe idatha eyinkimbinkimbi ngokunemba okukhulu.Isibonelo, embonini yezimoto, amasistimu okuqapha umfutho wesondo asuselwa ku-ML (TPMS) manje asebenzisa idatha yemoto ekhona ukubikezela ukuguga kwesondo futhi alungisele ukushintsha kwezinga lokushisa, okuthuthukisa ukuphepha.Amasistimu enziwe nge-AI angakwazi ukuphinda adizayine kabusha i-Hardware yezinzwa, athuthukise amakhono ezinzwa kuyilapho enciphisa imithwalo yokucubungula idatha.Lokhu kuhlanganiswa kwe-AI ne-ML nobuchwepheshe bezinzwa akuthuthukisi ukunemba kuphela kodwa futhi kulungisa izinzwa ezindaweni nezimo ezihlukahlukene, kunwebe ukusebenza kwazo kuzo zonke izimboni ezihlukahlukene.
Amathrendi Nezikhombisi-ndlela Ezizayo
Ukuthuthuka okusheshayo kobuchwepheshe be-AI kanye ne-ML kusethelwe ukuguqula ubuchwepheshe benzwa yokucindezela, okwenza lezi zinzwa zihlakaniphe kakhudlwana futhi zenze imisebenzi eminingi.Bazokwazi ukuhlaziya izinguquko zemvelo ngesikhathi sangempela futhi bazilungise ngokuzenzakalelayo ezidingweni ezihlukahlukene zohlelo lokusebenza.Lokhu kuvelela kuhambisana nezitayela ezilindelekile ku-sensor miniaturization, ukuxhumeka okungenantambo, nokuhlanganiswa kwe-IoT.Izindlela ezintsha ezifana nezinzwa zamangqamuzana e-RNA ezisekelwe ekufundeni okujulile zibonisa amandla okusebenza ezindaweni eziyinkimbinkimbi ze-biochemical, okuphawula ukweqa okubalulekile kubuchwepheshe bezinzwa obuguquguqukayo nobusabela emikhakheni ehlukahlukene, kusukela ekunakekelweni kwezempilo kuye ekuqashweni kwemvelo.
Izinselelo Namathuba
Izinselelo ezinkulu ekuhlanganiseni i-AI/ML nobuchwepheshe benzwa yokucindezela zihlanganisa ukuvikelwa kwedatha, ukwenziwa ngcono kwe-algorithm, nokulawulwa kwezindleko.Nokho, lezi zinselele ziphinde ziveze amathuba, njengokwenza izindlela ezintsha zokuvikela idatha, ukudala ama-algorithms asebenza kahle kakhulu, nokunciphisa izindleko zokukhiqiza.
Isiphetho
I-Artificial Intelligence kanye Nokufunda Komshini kuchaza kabusha ikusasa lobuchwepheshe benzwa yokucindezela.Ngokunikeza ukunemba okuphezulu, ukuguquguquka okuqinile kwemvelo, namandla ahlakaniphile okucubungula idatha, i-AI ne-ML akugcini nje ngokubhekana nemikhawulo yobuchwepheshe obukhona kodwa futhi kuvula amathuba amasha ohlelo lokusebenza.Njengoba sibhekene nalo mkhakha othuthukayo, osozimboni badinga ukusungula izinto ezintsha ngokuqhubekayo ukuze basebenzise ngokugcwele amathuba alethwa lobu buchwepheshe obusha.
Isikhathi sokuthumela: Dec-13-2023