Ngokuqhubela phambili okuqhubekayo kweteknoloji, i-Artificial Intelligence (AI) kunye ne-Machine Learning (ML) ibe ngabaqhubi abaphambili ekuphuhlisweni kwezobuchwepheshe. Ezi teknoloji ziphezulu zibonise amandla amakhulu ekuqondeni idatha entsonkothileyo, ukuphucula ukwenza izigqibo ngokufanelekileyo, kunye nokuphucula iinkqubo zokusebenza. Ngokukodwa kwintsimi yeenzwa zoxinzelelo, ukudibanisa kwe-AI kunye ne-ML akugcini nje ukuphucula ukusebenza kwenzwa kodwa kwandise uluhlu lwesicelo sabo, ukuhlahlela indlela yokuveliswa kwezinto ezintsha zobuchwepheshe.
ITekhnoloji yeSensor yoxinzelelo ekhoyo
Okwangoku, itekhnoloji yesivamvo soxinzelelo isetyenziswa kakhulu kumacandelo ahlukeneyo afana nelemveliso, ukhathalelo lwempilo, ukubekwa iliso kokusingqongileyo, kunye ne-elektroniki yabathengi. Ezi zivamvo zaziwa ngokuchaneka kwazo okuphezulu, ukusabela okukhawulezileyo, kunye nozinzo oluhlala luhleli. Kwimveliso, zibalulekile ekubekeni iliso ukuhamba kwenkqubo kunye nokufumanisa i-anomalies kwiinkqubo ze-hydraulic kunye ne-pneumatic, ngokuthintela ukusilela kwezixhobo. Kwicandelo lokhathalelo lwempilo, izinzwa zoxinzelelo zibalulekile kwizicelo ezinje ngonyango lwe-hyperbaric kunye ne-Vivo Blood Pressure Sensing, ukuqinisekisa ukubekwa esweni okuchanekileyo kwesigulana. Ukubeka iliso kokusingqongileyo, ezi zivamvo ziyimfuneko ekulinganiseni izinto ezikhutshwayo kunye nokulawula izicelo zomoya. Kwizinto zombane zabathengi, baphucula amava omsebenzisi, abonakala kwizixhobo ezifana nezicoci ezikrelekrele ezilungisa useto olusekwe kutshintsho lokufunxa. Ngaphandle kokusetyenziswa kwazo ngokubanzi, itekhnoloji yangoku ihlangabezana nemiceli mngeni kwiimeko ezinzima, ngakumbi malunga nokuphazamiseka kwengxolo kunye nokukwazi ukusetyenzwa kwedatha. Ukuphucula ezi zivamvo zokuphatha ngokufanelekileyo iimeko ezintsonkothileyo kunye nokutolika idatha kunye nokuphazamiseka okuncinci kwengxolo kuhlala kuyingqwalasela ebalulekileyo yokuqhubela phambili ukusetyenziswa kwazo kwezi ndawo zibalulekileyo.
Ukudityaniswa koBuchule boBuchule kunye nokuFunda koomatshini
Ukuhlanganiswa kwe-AI kunye ne-ML kwi-teknoloji ye-sensor sensor kuye kwakhokelela ekuphuculeni okukhulu. Ezi algorithms zenza ukuba abenzi boluvo bahlalutye kwaye batolike idatha entsonkothileyo ngokuchaneka okukhulu. Ngokomzekelo, kwishishini leemoto, iinkqubo ze-ML-based based monitoring pressure monitoring systems (TPMS) ngoku zisebenzisa idatha yesithuthi ekhoyo ukuqikelela ukuguga kwevili kunye nokulungelelanisa utshintsho lobushushu, ukuphucula ukhuseleko. Iinkqubo eziphuculweyo ze-AI zinokuphinda zihlengahlengise i-hardware ye-sensor, ziphucule amandla okuva ngelixa kuncitshiswa imithwalo yokusetyenzwa kwedatha. Oku kudityaniswa kwe-AI kunye ne-ML ngetekhnoloji ye-sensor ayiphuculi nje ukuchaneka kodwa ikwahlengahlengisa izinzwa kwiindawo ezahlukeneyo kunye neemeko, zandisa ukusebenza kwazo kumashishini ahlukeneyo.
Iindlela zexesha elizayo kunye nezalathiso
Ukuqhubela phambili ngokukhawuleza kwe-AI kunye ne-ML technologies imiselwe ukuguqula iteknoloji yesivamvo soxinzelelo, ukwenza ezi zinzwa zibe krelekrele kwaye zisebenze ngeendlela ezininzi. Baya kuba nako ukuhlalutya utshintsho lwemo engqongileyo ngexesha langempela kunye nokulungelelanisa ngokuzimeleyo kwiimfuno ezahlukeneyo zesicelo. Olu tshintsho luhambelana neendlela ezilindelekileyo kwi-sensor miniaturization, uqhagamshelo olungenazingcingo, kunye nokudityaniswa kwe-IoT. Ukwenziwa kwezinto ezintsha ezinjengokufunda okunzulu okusekwe kwi-RNA sensors zemolekyuli zibonisa amandla okusebenza kwiimeko ezintsonkothileyo zebhayokhemikhali, ephawula umtsi obalulekileyo osingise kubuchwephesha obuguquguqukayo nobuphendulayo kwiinkalo ezahlukeneyo, ukusuka kukhathalelo lwempilo ukuya kuhlolo lokusingqongileyo.
Imingeni kunye namathuba
Imingeni ephambili ekudibaniseni i-AI / ML kunye neteknoloji ye-sensor sensor iquka ukukhuselwa kwedatha, ukulungiswa kwe-algorithm, kunye nokulawulwa kweendleko. Nangona kunjalo, le mingeni ikwabonisa amathuba, njengokuphuhlisa iindlela ezintsha zokukhusela idatha, ukudala i-algorithms esebenzayo, kunye nokunciphisa iindleko zokuvelisa.
Ukuqukumbela
Intelligence Artificial kunye neMfundo yoMatshini ichaza ngokutsha ikamva leteknoloji yenzwa yoxinzelelo. Ngokunikezela ngokuchaneka okuphezulu, ukuguquguquka okunamandla kokusingqongileyo, kunye nobuchule bokwenza idatha obukrelekrele, i-AI kunye ne-ML ayijonganga kuphela imida yetekhnoloji ekhoyo kodwa ivula amathuba amatsha okusebenza. Ukujongana nale ndawo ikhula ngokukhawuleza, iingcali zeshishini kufuneka ziqhubeke zivelisa izinto ezintsha ukuze zisebenzise ngokupheleleyo amathuba aziswe kobu buchwepheshe butsha.
Ixesha lokuposa: Dec-13-2023