• Ukuqapha kude kuyisisekelo sokwenza izinto ngokuzenzakalelayo okunenzuzo ngoba abaqhubi bangasebenza ngezexwayiso zesitoko, izinga lokushisa, iphutha, kanye nezenkokhelo ngaphambi kokuba ukuthengisa kulahleke.
• Ukuhlanganiswa komkhiqizo, isikhathi sokusebenza, isivinini sokugcwalisa kabusha, kanye nokuguqulwa kwenkokhelo ngokuvamile kubaluleke kakhulu kunokwengeza izici ze-AI ezithuthukisiwe ngaphandle kwesimo esicacile sokusetshenziswa kokusebenza.
• Umbono wekhompyutha kanye nokuhlaziywa kokubikezela kufanele kuhlolwe ngemiphumela yokusebenza elinganisekayo, hhayi ngezinto ezintsha zodwa.
• Ukuphepha kokudla, ukuphepha kwe-cyber, ukufinyeleleka, kanye nokusebenza kahle kumele kwakhiwe emshinini kanye nesofthiwe yawo kusukela ekuqaleni.

Inzuzo yomshini wokuthengisa ngobuhlakani incike ohlelweni oluphelele lokusebenza oluzungeze ikhabhinethi: ukukhethwa komkhiqizo, ukwamukelwa kwenkokhelo, i-telemetry, ukulungiswa, ukugcwaliswa kabusha, kanye nolwazi lwamakhasimende. Ikhodi Yokudla ye-FDA ikhomba ama-degrees Fahrenheit angu-41 noma ngaphansi njengendlela yokubamba isikhathi nokulawula izinga lokushisa, okubonisa ukuthi kungani ukuqapha izinga lokushisa okuxhunyiwe kubalulekile ezitolo ezinganakiwe. Lo mhlahlandlela uchaza ukuthi yiziphi izici ezidala inani elilinganisekayo nokuthi abaqhubi bangazihlola kanjani.

Yiziphi Izici Ezenza Imishini Yokuthengisa Ehlakaniphile Izuze Kakhulu Kubasebenzi?

Qala ngesilinganiso senzuzo, hhayi uhlu lwezici

Ukulungiswa kokuthengisa okunenzuzo kakhulu kuthuthukisa ukuthengiswa okuphelele ngenkathi kulawula izindleko ezine eziphindaphindayo: ukulahlekelwa yimpahla, abasebenzi, ukungqubuzana kwenkokhelo, kanye nesikhathi sokungasebenzi kwesevisi. Umshini ungaba nesikrini sokuthinta esikhangayo futhi uqhubeke usebenza kabi uma izinto ezidumile zithengiswa ngokuphelele, amaphutha okuqandisa engabonwa, noma umqhubi kudingeka avakashele indawo ngenkinga ngayinye encane.

Ngakho-ke abaqhubi kufanele baxhumanise zonke izici eziceliwe nombuzo webhizinisi. Ingabe kuyandisa ukuthengiselana okuqediwe? Ingabe kuyanciphisa ukuvakasha? Ingabe kuyavimbela ukonakala? Ingabe kuyasiza ithimba ukukhetha imikhiqizo engcono? Le ndlela ihlukanisa ukuzenzekela okuwusizo kokuthengisa nobuchwepheshe obunezela ubunzima ngaphandle kokuthuthukisa imodeli yokusebenza.

Amaphuzu abalulekile kuleli thebula awuhlaka lwesinqumo sokuhlela, hhayi uphawu lokulinganisa lomkhakha. Umsebenzisi kufanele awalungise ngokwesigaba somkhiqizo, ithrafikhi yesayithi, izindleko zabasebenzi, izidingo zokuphepha kokudla, kanye nendawo yesevisi.

Ukuqapha kude kuguqula umshini wokuthengisa ube yipulatifomu yokusebenza

I-telemetry yesikhathi sangempela ivame ukuba yisici esibaluleke kakhulu ekusebenzeni kokuthengisa okuxhunyiwe ngoba ivumela abasebenzi ukuthi baphathe okuhlukile esikhundleni sokuhlola wonke umshini ngesheduli ehleliwe. Ideshibhodi ewusizo kufanele ibonise ukuthengisa, isitokwe, izinga lokushisa, isimo somnyango, imicimbi yokukhokha, isimo samandla, kanye namaphutha asebenzayo endaweni eyodwa.

Ukuqapha impahla kubalulekile kuphela uma kusekela umsebenzi wokugcwalisa kabusha osebenzayo. Uhlelo kufanele luhlukanise phakathi kwendawo egcwele, indawo encane, indawo ethengisiwe, kanye nento engatholakali ngenxa yephutha lomshini. Ukuhlanganisa lolu lwazi nokuthengisa kwangaphambilini kuvumela abaqhubi ukuthi bakhe imizila ezungeze isidingo sangempela kunomkhuba.

Ukuxilongwa okukude kunganciphisa nezingcingo zesevisi ezingagwenywa. Uchwepheshe owazi ikhodi yephutha, indawo ethintekile, umlando wakamuva wokushisa, kanye nesimo sokuthengiselana ngaphambi kokufika angaletha ingxenye efanele noma axazulule inkinga yesofthiwe kude. Umphumela awukona nje izindleko zokulungisa eziphansi; kungenzeka kakhulu ukuthi umshini uhlale utholakala ngesikhathi sokufunwa okuphezulu.

Izinkokhelo ezingenayo imali kanye nomklamo wokukhokha kuthinta ukuguqulwa

Ukuguquguquka kokukhokha kuyisici semali engenayo eqondile ngoba ikhasimende elingakwazi ukusebenzisa indlela yokukhokha ethandwayo lingayeka ukuthenga. Umshini wokuthengisa ohlakaniphile wezentengiselwano kufanele ukwazi ukusekela izindlela zokukhokha ezifanele izwe eliqondiwe, njengamakhadi angenakho ukuxhumana, ama-wallet eselula, izinkokhelo ezisekelwe ku-QR, kanye nemali lapho kufanele khona.

Isibambiso sokukhokha kumele siphathwe njengemfuneko yokusebenza kunokuba kube yisitatimende sokumaketha.Isiqondiso somthengisi we-PCI Security Standards Councilinikeza inkomba ewusizo yokuqonda imithwalo yemfanelo yokukhokha nokuphepha. Abaqhubi kufanele futhi baqinisekise ukuthi idatha yekhadi iphathwa kanjani, ukuthi isikhungo sokukhokha siqinisekiswe yini ngumhlinzeki ofanele, nokuthi ukubuyiselwa kwemali kanye nokuthengiselana okuphikiswanayo kuphathwa kanjani.

Isixhumi esibonakalayo kufanele sinciphise izinyathelo ezingadingekile. Amanani acacile, ukutholakala komkhiqizo okubonakalayo, imiyalelo efinyelelekayo, ukwesekwa kwezilimi eziningi, kanye nendlela ecacile yokubuyiselwa kwemali yizici zokuguqula ezisebenzayo. Isikrini sokuthinta asingcono ngokuzenzakalelayo kunezinkinobho zokukhetha ezibonakalayo; ukukhetha okulungile kuncike endaweni ezungezile, iphrofayili yamakhasimende, ukukhanya, amagilavu, ukuchayeka esimweni sezulu, kanye nekhono lokulungisa.

Izici ze-AI kufanele zixazulule izinkinga ezithile zokuthengisa

I-AI idala inani uma ithuthukisa isinqumo esilinganisekayo, njengokuqashelwa komkhiqizo, ukubikezela isidingo, ukuhlela ukuhlanganiswa kwezinto, noma ukutholwa kwe-anomaly. Idala inani elilinganiselwe uma ingezwa kuphela ukuze yenze umshini ubonakale untsha.

Umbono wekhompyutha ungasekela umshini wokuthengisa we-AI ngokubona imikhiqizo ebekwe endaweni yokuthenga, ukuthola umcimbi wokufinyelela ongajwayelekile, noma ukusiza ukuhlanganisa isitokwe esilindelwe nesangempela. Ngaphambi kokuthunyelwa, opharetha kufanele bahlole ukusebenza ngaphansi kwezimo zangempela, okuhlanganisa ukukhanyisa, ukukhanya okungekuhle, ukupakishwa okufanayo, ukubukwa kwekhamera evinjiwe, kanye namakhasimende aphatha imikhiqizo eminingana ngesikhathi esisodwa.

Ukubikezela isidingo kungancoma inani lokugcwaliswa kabusha ngendawo nesikhathi. Kufanele kubhekele izimpelasonto, amathemu esikole, amaphethini okushintshashintsha, imikhiqizo ezwela isimo sezulu, imicimbi yendawo, kanye nokushintshana komkhiqizo. Ukubikezela kufanele kusize umqhubi kunokuthi ashintshe buthule uhla lwemikhiqizo ngaphandle kokubuyekezwa.

Ukuphathwa kwe-AI kubalulekile nalapho kuhileleka amakhamera, idatha yamakhasimende, noma izinqumo ezenzakalelayo.Uhlaka Lokuphathwa Kwengozi lwe-AI lwe-AI lwe-National Institute of Standards and Technologyihlela ukuphathwa kwengozi ye-AI ngemisebenzi emine: ukubusa, ukumaka, ukukala, nokuphatha. Abaqhubi bangasebenzisa lo modeli ngokuchaza ukusetshenziswa kwedatha okuvunyelwe, izimo zokwehluleka kokumaka, ukulinganisa ukuqashelwa kanye nekhwalithi yesexwayiso, kanye nokugcina inqubo yokulungisa.

Ukubeka esiqandisini, ukulawula izinga lokushisa, kanye nokuphepha kokudla akukwazi ukukhethwa

Ukuqapha izinga lokushisa kubalulekile ekuthengisweni kokudla okubandayo neziphuzo ngoba umshini ongaqashiwe ungaqhubeka nokwamukela ukuthengiswa ngemva kokuqala kwenkinga yokuqandisa. Uhlelo lokulawula kufanele lurekhode izitayela zokushisa, lukhiphe izexwayiso zomkhawulo, futhi lusekele inqubo ecacile yokuphendula ngokuhlukaniswa, ukuhlolwa, kanye nokususwa komkhiqizo.

IIkhodi Yokudla ye-FDA 2022iyireferensi ewusizo kubaphathi bezinsizakalo zokudla ngoba ikhuluma ngokulawulwa kwezinga lokushisa, inhlanzeko, imishini, kanye nemikhuba yokuphatha ephephile. Iziphathimandla zendawo zingase zibeke izidingo ezahlukene noma ezengeziwe, ngakho-ke uhlelo lokufaka kufanele lubuyekezwe ngokumelene nemithetho yendawo yokufaka.

Inkomba ye-41-degree Fahrenheit etafuleni ivela ku-FDA Food Code benchmark eshiwo ngenhla. Akuyona indawo evamile yezimfuneko zomthetho zendawo noma ukuhlaziywa kwezingozi ezithile zomkhiqizo.

Ukuseviswa kunquma ukuthi ukuzenzekela kuhlala kunenzuzo yini

Umshini oxhunyiwe usadinga ukulungiswa ngokomzimba, futhi ukulungiselelwa kuvame ukuhlukanisa ukufakwa okunenzuzo nokwebizayo. Abasebenzi kufanele bahlole ukufinyelela kwezihlungi, izingxenye zokwenziwa, amamojula okuqandisa, ihadiwe yokukhokha, izindlela zokukhipha, izindawo zokuhlanza, kanye namalogi okuxilonga ngaphambi kokuthenga.

Ngokuthengisa ikhofi, ukugaya okuzenzakalelayo, ukukala, ukwenza ubhiya, ukuhlanza, ukuphatha imfucuza, kanye nokuphathwa kohlelo lobisi kunganciphisa umthwalo womsebenzi womqhubi, kodwa uhlelo ngalunye olwengeziwe luveza umthwalo wokuhlanza nokulungisa. Ikhofi entsha ingasekela ulwazi oluphezulu, kuyilapho izinhlelo zekhofi ezisheshayo zingafanelana nezindawo lapho isivinini, ukusebenza okulula, kanye nokugcinwa okulula kubaluleke kakhulu.

Umklamo olungele ukulungiswa kufanele unikeze izeluleko zokuhlanza ezicacile, izingxenye zokuguga ezingashintshwa, ukuxazulula izinkinga okuqondiswayo, kanye nezibuyekezo zesofthiwe ezikude ngezinqubo zokubuyisela emuva noma zokubuyisela. Amarekhodi esevisi kufanele akhombe amaphutha aphindaphindayo ngomshini, indawo, ingxenye, kanye nesimo sokusebenza. Lokhu kuvumela umqhubi ukuthi anqume ukuthi inkinga idinga ukuqeqeshwa, ukuklanywa kabusha kwengxenye, ushintsho lokucushwa, noma uhlobo oluhlukile lomkhiqizo.

Sebenzisa ukucushwa kwesayithi elithile ukuze uthuthukise ukubuyiselwa kwesikhala

Ifomethi efanele yomshini incike kuphethini yesidingo sendawo, indawo etholakalayo, izidingo zokushisa komkhiqizo, kanye nokufinyelela kokugcwalisa kabusha. Iyunithi yekhofi yetafula elincane ingafanela indawo yokwamukela izivakashi ehhovisi noma indawo encane yokuhweba, kuyilapho umshini wokuthengisa ohlanganisiwe noma isikhungo semakethe encane singase sifaneleke kakhulu ukudla okulula, iziphuzo, kanye nokuthenga okuxubile.

Izikhumulo zezindiza namahhotela zingase zibeke phambili ukusebenzisana kwezilimi eziningi, ukwethula iziphuzo zekhwalithi ephezulu, kanye nokuguquguquka kokukhokha. Amafektri angase abeke phambili ukuqina, ukuthengiselana okusheshayo, kanye nokufinyelela ngesikhathi sokushintsha kweshifu. Izikole namakhampasi kungadinga ukulawulwa kwemikhiqizo okuqinile, ulwazi olucacile lokudla okunempilo, kanye nezinguquko zohlobo lwezinkathi. Amahhovisi angase athole okuningi ngekhwalithi yekhofi, umsindo ophansi, kanye nokugcwaliswa kabusha kwabasebenzi okulula kunokusuka odongeni olukhulu lomkhiqizo.

1. Chaza umsebenzi wekhasimende: isiphuzo esisheshayo, ukushintsha ukudla, ikhefu lekhofi, ukuthenga ebusuku, noma izinto ezibalulekile.
2. Linganisa imikhawulo yokusebenza: ugesi, ukuxhumana, isikhala sephansi, ukufinyelela kokulethwa, ukuphepha, ukufinyelela kokuhlanza, kanye nokuthobela imithetho yendawo.
3. Khetha ukwakheka komkhiqizo: ikhofi eligayiwe, ikhofi esheshayo, iziphuzo ezibandayo, ukudla okulula okuzungezile, iqhwa, noma izinhlobonhlobo ezixubile.
4. Khetha isethi yezici ezincane kakhulu ezisekela umsebenzi, bese wengeza ukuhlaziya kanye ne-AI ngemuva kokuthi umsebenzi oyisisekelo usuzinzile.
5. Buyekeza ukuthengisa, ukuphela kwesitoko, amaphutha, ukubuyiselwa kwemali, imicimbi yokuhlanza, kanye nesikhathi sokugcwalisa kabusha ngaphambi kokunwebeka kumasayithi amaningi.

Lokho opharetha okufanele bakuqhathanise ngaphambi kokuthenga

Ukuqhathaniswa kokuthengwa kufanele kuhlole ikhambi eliphelele kunokuba kuhlolwe ikhabhinethi yodwa. Buza ukuthi umhlinzeki uhlinzeka ngehadiwe, isofthiwe, isiqondiso sokufaka, ukuhlanganiswa kwenkokhelo, izingxenye ezisele, ukuqeqeshwa, ukwesekwa okukude, kanye nenqubo yokukhulisa echaziwe.

Izinkambu zokubuyekezwa kwezinombolo ziyizikhuthazo zokuthengwa kwempahla hhayi izincazelo ezijwayelekile. Umhlinzeki kufanele anikeze amanani angempela okucushwa okuhlongozwayo, futhi umqhubi kufanele awaqhathanise nemodeli yakhe yomsebenzi kanye nezidingo zesayithi.

Amaphutha avamile anciphisa inzuzo yokuthengisa ngobuhlakani

Ukugcwala ngokweqile kwezici kuyiphutha elivamile ngoba yonke i-subsystem eyengeziwe ingandisa ukuqeqeshwa, ukwesekwa, kanye nobunzima bokwehluleka. Qala ngokusabalalisa okuthembekile, inkokhelo, i-telemetry, ukulawula izinga lokushisa lapho kudingeka, kanye nenqubo yokugcwalisa kabusha abasebenzi abangayenza njalo.

Ukunganaki ukufaneleka komkhiqizo emakethe kungenye inkinga evamile. Iyunithi ethuthukisiwe ngobuchwepheshe ngeke ikhokhele uhla olungalungile, amaphuzu entengo angafanele, indawo embi, noma isidingo esilinganiselwe samahora okuvula. Sebenzisa idatha yokuthengisa kusenesikhathi ukuhlola ukujikeleza komkhiqizo nokususa izinto ezihamba kancane ngaphambi kokutshala imali ezenzakalelayo ezibanzi.

Ukwehlisa izinga lokuxhumeka kanye nokumbozwa kwesevisi nakho kudala izindleko ezifihliwe. Qinisekisa izinketho zenethiwekhi, ukuziphatha kokukhokha ungaxhunyiwe ku-inthanethi, ukuvumelanisa idatha, izimvume zokufinyelela kude, ukutholakala kwezingxenye ezisele, kanye nokumbozwa kochwepheshe ngaphambi kokufakwa.

Indlela ikhambi eliphelele elisekela ngayo ukusebenza kwesikhathi eside

Ubudlelwano obuqinile bomhlinzeki kufanele buhlanganise ukukhethwa kwemishini, ukwakheka kwangaphandle okwenziwe ngokwezifiso, ukucushwa kwemenyu, indawo yokukhokha, izinketho zolimi, ukuhlanganiswa kwesofthiwe, ukufakwa, ukuqeqeshwa, kanye nokusekelwa kwangemva kokuthengisa. Lokhu kubaluleke kakhulu ekusetshenzisweni kwamanye amazwe lapho imikhuba yokukhokha, izidingo zolimi, izimo zikagesi, imithetho yokuphatha ukudla, kanye nokulindelwe kwesevisi kuhluka ngokwemakethe.

I-Yile Shangyun ihlanganisa imishini yokuzisiza yezentengiselwano nesofthiwe kanye nokusekelwa kokusebenza kuyo yonke imishini yekhofi esanda kugaywa, imishini yekhofi esheshayo, ukuthengisa ikhofi etafuleni, ukuthengisa okuhlanganisiwe, amatheminali amancane emakethe, imishini yokwenza iqhwa, abasabalalisi beqhwa, kanye namatheminali esevisi ye-AI. Amandla ayo e-OEM kanye ne-ODM angasekela ukubukeka okwenziwe ngokwezifiso, amamenyu, izilimi, izinketho zokukhokha, kanye nokucushwa okusebenzayo. Abathengi kufanele basaqinisekise imininingwane eqondile, ububanzi besevisi, umthwalo wemfanelo wokuhlanganisa, kanye nezidingo zokuthobela umthetho zephrojekthi ngayinye ngaphambi kokusayina isivumelwano sokuthenga.

Imibuzo Evame Ukubuzwa

Yisiphi isici esibaluleke kakhulu emshinini wokuthengisa ohlakaniphile?

Ukuqapha kude kuvame ukuba yisici sokuqala esibaluleke kakhulu ngoba kunikeza opharetha ukubonakala kwempahla, izinga lokushisa, imicimbi yokukhokha, kanye namaphutha. Inani layo lincike ezinzwa ezinembile, izexwayiso eziwusizo, kanye nethimba elithatha isinyathelo ngolwazi.

Umshini wokuthengisa we-AI uyandisa kanjani imali engenayo?

I-AI ingandisa imali engenayo ngokuthuthukisa ukuqashelwa komkhiqizo, ukunciphisa ukungqubuzana kokukhokha, ukubikezela isidingo, ukuhlonza izinhlobo eziningi ezisebenza kahle, kanye nokuthola izehlakalo ezingavamile. Umphumela kufanele ulinganiswe ngokuqedwa kokuthengiselana, ukuthengiswa, imvamisa yokuphelelwa yisikhathi, ukubuyiselwa kwemali, kanye nomkhawulo kunokuba kube ngokusebenzisa ikhono le-AI lodwa.

Ingabe izinkokhelo ezingenamali ziyadingeka ukuze kusebenze ngokuzenzakalelayo ezitolo?

Izinkokhelo ezingenayo imali zinconywa kakhulu lapho amakhasimende evame ukusebenzisa amakhadi, ama-wallet eselula, noma izinkokhelo ze-QR. Inhlanganisela efanele yokukhokha incike ezweni, isisekelo samakhasimende, inani lokuthengiselana, ukuxhumana, inqubo yokubuyiselwa kwemali, kanye nezindleko zomhlinzeki wokukhokha.

Yimuphi idatha okufanele umthengisi wezimpahla ayiqaphele?

Gada ukuthengiswa ngomkhiqizo nendawo, isimo sempahla, ukuphela kwesitoko, amaphutha emishini, umlando wokushisa lapho kufanele khona, imiphumela yokukhokha, ukubuyiselwa kwemali, imicimbi yokuhlanza, isikhathi sokugcwalisa kabusha, kanye nokuvakasha kwesevisi. Lezi zimpawu zixhumanisa isidingo samakhasimende nezindleko zokusebenza.

Ingabe imishini yokuthengisa ehlakaniphile ingathengisa ukudla okusha ngokuphephile?

Bangasekela ukuthengiswa kokudla okusha uma umshini, imikhiqizo, inqubo yokuqapha, inqubo yokuhlanza, kanye nokulawula ukuphepha kokudla kwendawo kufanelekile. Izexwayiso zokushisa azithathi indawo yokuhlolwa, izinqubo ezibhalwe phansi, noma izidingo zeziphathimandla zendawo.

Ingabe ukubona ngekhompyutha kungcono kunezindlela zokulawula zokuthengisa zendabuko?

Akunjalo ngaso sonke isikhathi. Ukubona ngekhompyutha kungasiza ngokubona umkhiqizo okuguquguqukayo kanye nokuvimbela ukulahleka, kodwa ama-coil endabuko, ama-spirals, amashalofu, noma izinhlelo zezinzwa kungaba lula ukuzigcina ukuze uthole izinhlobonhlobo ezincane. Khetha indlela yokulawula eletha ukuthengiselana okuthembekile endaweni okuqondiwe kuyo.

Yini okufanele ifakwe esivumelwaneni senkonzo yomshini wokuthengisa?

Isivumelwano kufanele sichaze ukufakwa, ukufinyelela isofthiwe, ukuhlanganiswa kwenkokhelo, imithwalo yemfanelo yokuxhumana, ukulungiswa kokuvimbela, izingxenye ezisele, izinqubo zokuphendula, ukuqeqeshwa, ukumbozwa kwewaranti, ubunikazi bedatha, ukwesekwa okukude, kanye nokwenyuswa kwamaphutha angaxazululwanga.

Mayelana neNkampani

I-Yile Shangyun ingumkhiqizi wemishini yokuzisiza ngezentengiselwano kanye nomhlinzeki wezixazululo ogxile kuma-terminal ekhofi, iziphuzo, iqhwa, ukuthengisa, kanye ne-AI. Amakhono ayo ahlanganisa ukukhiqizwa kwemishini, ukwenza ngokwezifiso i-OEM kanye ne-ODM, ukuxhumana kwe-IoT, ukuphathwa kwehhovisi elingemuva, kanye nokusekelwa kokusebenza kwamahhovisi, izikhumulo zezindiza, izikole, amafektri, amahhotela, amakhefi, amakhampasi, kanye nemiphakathi. Abathengi bangaxoxa ngezidingo zokucushwa, indawo, ukuthunyelwa, kanye nezinsizakalo nenkampani ngaphambi kokukhetha ikhambi lephrojekthi.