• Ukubeka esweni kude sisiseko sokwenza izinto ngokuzenzekelayo ezithengiswayo ngenzuzo kuba abaqhubi banokuthatha amanyathelo kwizitokhwe, ubushushu, iimpazamo, kunye nezilumkiso zentlawulo ngaphambi kokuba intengiso ilahleke.
• Umxube wemveliso, ixesha lokusebenza, isantya sokugcwalisa kwakhona, kunye nokuguqulwa kwentlawulo kudla ngokuba yinto ebaluleke ngaphezu kokongeza iimpawu ze-AI eziphambili ngaphandle kwemeko ecacileyo yokusebenza.
• Umbono wekhompyutha kunye nohlalutyo lokuqikelela kufuneka kuhlolwe ngokweziphumo zokusebenza ezilinganisekayo, kungekhona ngezinto ezintsha zodwa.
• Ukhuseleko lokutya, ukhuseleko lwe-intanethi, ukufikeleleka, kunye nokusebenza kakuhle kufuneka kwenziwe kumatshini kunye nesoftware yawo kwasekuqaleni.

Inzuzo yomatshini wokuthengisa ngobuchule ixhomekeke kwinkqubo yokusebenza epheleleyo ejikeleze ikhabhinethi: ukukhethwa kwemveliso, ukwamkelwa kwentlawulo, ukulandelelana, ukugcinwa, ukuhlaziywa kwakhona, kunye namava abathengi. I-FDA Food Code ichonga ama-41 degrees Fahrenheit okanye ngaphantsi njengomlinganiselo wokubamba ixesha kunye nokutya okulawula ubushushu, ibonisa isizathu sokuba ukujonga ubushushu okuqhagamshelweyo kubalulekile kwiindawo zokuthengisa ezingajongwanga. Esi sikhokelo sichaza ukuba zeziphi iimpawu ezenza ixabiso elilinganisekayo kunye nendlela abaqhubi abanokuzivavanya ngayo.

Zeziphi iimpawu ezenza oomatshini abathengisa ngobuchule babe nengeniso ngakumbi kubaqhubi?

Qala nge-equation yenzuzo, hayi uluhlu lwezinto ezifunekayo

Uyilo lokuthengisa olunengeniso kakhulu luphucula intengiso iyonke ngelixa lulawula iindleko ezine eziphindaphindayo: ilahleko yempahla, abasebenzi, ukungqubana kwentlawulo, kunye nexesha lokungasebenzi kwenkonzo. Umatshini unokuba nesikrini sokuchukumisa esinomtsalane kwaye ungasebenzi kakuhle ukuba izinto ezidumileyo zithengiswa ziphelile, iimpazamo zokufriji azibonwa, okanye umqhubi kufuneka atyelele indawo kuyo yonke ingxaki encinci.

Abaqhubi ke ngoko kufuneka badibanise yonke into eceliweyo kumbuzo weshishini. Ngaba iyakwandisa ukuthengiselana okugqityiweyo? Ngaba iyanciphisa utyelelo? Ngaba iyakuthintela ukonakala? Ngaba iyanceda iqela ukuba likhethe iimveliso ezingcono? Le ndlela yahlula ukwenziwa kwezinto ngokuzenzekelayo eziluncedo kwitekhnoloji eyongeza ubunzima ngaphandle kokuphucula imodeli yokusebenza.

Amanqaku abalulekileyo kule theyibhile yinkqubo yesigqibo somhleli, hayi indlela yokulinganisa ishishini. Umsebenzisi kufuneka awalungise ngokwecandelo lemveliso, ithrafikhi yendawo, iindleko zabasebenzi, iimfuno zokhuseleko lokutya, kunye nendawo yenkonzo.

Ukubeka esweni kude kuguqula umatshini wokuthengisa ube yiplatifomu yokusebenza

I-telemetry yexesha langempela idla ngokuba luphawu olunexabiso eliphezulu kumsebenzi wokuthengisa odibeneyo kuba ivumela abasebenzi ukuba balawule iimeko ezingaqhelekanga endaweni yokujonga yonke imashini kwishedyuli emiselweyo. Ideshibhodi eluncedo kufuneka ibonise ukuthengiswa, isitokhwe, ubushushu, imeko yomnyango, imicimbi yokuhlawula, imeko yamandla, kunye neziphene ezisebenzayo kwindawo enye.

Ukubeka esweni izinto ezisetyenzisiweyo kubalulekile kuphela xa kuxhasa indlela yokusebenza yokuzalisa impahla esebenzayo. Inkqubo kufuneka yahlule phakathi kwendawo epheleleyo, indawo encinci, indawo ethengisiweyo, kunye nento engafumanekiyo ngenxa yempazamo yoomatshini. Ukudibanisa olu lwazi kunye nentengiso yakudala kuvumela abaqhubi ukuba bakhe iindlela ezijikeleze imfuno yokwenyani endaweni yesiqhelo.

Ukuxilongwa okukude kunokunciphisa iifowuni zenkonzo ezinokuphepheka. Ingcali eyaziyo ikhowudi yempazamo, indawo echaphazelekayo, imbali yobushushu bamva nje, kunye nemeko yentengiselwano ngaphambi kokuba ifike inokuzisa inxalenye efanelekileyo okanye isombulule ingxaki yesoftware kude. Isiphumo asikokuhla nje kweendleko zokulungisa; lithuba eliphezulu lokuba umatshini uhlale ufumaneka ngexesha lemfuno ephezulu.

Iintlawulo ezingenamali kunye noyilo lokuphuma zichaphazela ukuguqulwa

Ukuguquguquka kwentlawulo luphawu lwengeniso ethe ngqo kuba umthengi ongakwaziyo ukusebenzisa indlela yokuhlawula ekhethwayo unokuyekela ukuthenga. Umatshini wokuthengisa okrelekrele wezorhwebo kufuneka ukwazi ukuxhasa iindlela zokuhlawula ezifanelekileyo kwilizwe ekujoliswe kulo, ezinje ngamakhadi angenanxibelelwano, iiwallets zeselula, iintlawulo ezisekelwe kwi-QR, kwaye, apho kufanelekileyo, imali.

Ukhuseleko lwentlawulo kufuneka luthathwe njengemfuneko yokusebenza endaweni yengxelo yokuthengisa.Isikhokelo somthengisi seBhunga leMigangatho yoKhuseleko lwePCIInika isalathiso esiluncedo sokuqonda uxanduva lokuhlawula nokhuseleko. Abaqhubi kufuneka baqinisekise nendlela idatha yekhadi ephathwa ngayo, nokuba isiphelo sentlawulo siqinisekisiwe na ngumboneleli ofanelekileyo, kunye nendlela ukubuyiselwa kwemali kunye neentengiselwano eziphikisanayo ezilawulwa ngayo.

I-interface kufuneka inciphise amanyathelo angafunekiyo. Amaxabiso acacileyo, ukufumaneka kwemveliso ebonakalayo, imiyalelo efikelelekayo, inkxaso yeelwimi ezininzi, kunye nendlela ecacileyo yokubuyiselwa kwemali ziimpawu zokuguqula ezisebenzayo. Isikrini sokuchukumisa asingcono ngokuzenzekelayo kunamaqhosha okukhetha ngokwasemzimbeni; ukhetho oluchanekileyo luxhomekeke kwindawo engqongileyo, iprofayili yomthengi, ukukhanya, iiglavu, ukuvezwa kwemozulu, kunye nokukwazi ukugcina.

Iimpawu ze-AI kufuneka zisombulule iingxaki ezithile zokuthengisa

I-AI idala ixabiso xa iphucula isigqibo esilinganiswayo, esifana nokuqatshelwa kwemveliso, ukuqikelela imfuno, ucwangciso lokudibanisa izinto, okanye ukufunyanwa kwezinto ezingaqhelekanga. Idala ixabiso elilinganiselweyo xa yongezwa kuphela ukuze umatshini ubonakale unobuchule.

Umbono wekhompyutha unokuxhasa umatshini wokuthengisa we-AI ngokuqonda iimveliso ezibekwe kwindawo yokuthenga, ukubona isiganeko sokufikelela esingaqhelekanga, okanye ukunceda ukulungelelanisa uluhlu lwezinto ezilindelweyo kunye nezokwenyani. Ngaphambi kokusetyenziswa, abaqhubi kufuneka bavavanye ukusebenza phantsi kweemeko zokwenyani, kubandakanya ukukhanyisa, ukukhanya okungekho kakuhle, ukupakishwa okufanayo, ukujonga ikhamera okuvaliweyo, kunye nabathengi abaphatha iimveliso ezininzi ngaxeshanye.

Uqikelelo lwemfuno lungacebisa ubungakanani bokuzaliswa kwakhona ngokwendawo kunye nexesha. Kufuneka luqwalasele iimpelaveki, amaxesha esikolo, iipatheni zotshintsho, iimveliso ezichaphazeleka yimozulu, iziganeko zasekuhlaleni, kunye nokutshintshwa kwemveliso. Uqikelelo lwemozulu kufuneka luncede umqhubi endaweni yokutshintsha uluhlu ngokuthe cwaka ngaphandle kokuhlaziya.

Ulawulo lwe-AI lubalulekile xa kubandakanyeka iikhamera, idatha yabathengi, okanye izigqibo ezizenzekelayo.I-National Institute of Standards and Technology Framework AI Risk Management Frameworkiququzelela ulawulo lomngcipheko lwe-AI malunga nemisebenzi emine: ulawulo, imephu, ukulinganisa, kunye nokulawula. Abaqhubi banokusebenzisa le modeli ngokuchaza ukusetyenziswa kwedatha okuvunyelweyo, iimeko zokusilela kwemephu, ukulinganisa ukuqatshelwa kunye nomgangatho wesilumkiso, kunye nokugcina inkqubo yokulungiswa.

Ukubeka efrijini, ulawulo lobushushu, kunye nokhuseleko lokutya akunakuba yinto yokuzikhethela

Ukubeka iliso kubushushu kubalulekile ekuthengisweni kokutya okubandayo neziselo kuba umatshini ongajongwanga unokuqhubeka nokwamkela ukuthengiswa emva kokuba ingxaki yokukhenkceza iqalile. Inkqubo yolawulo kufuneka irekhode iindlela zobushushu, ikhuphe izilumkiso zomda, kwaye ixhase inkqubo ecacileyo yokuphendula xa kuhlaliswa abantu bodwa, kuhlolwe, kwaye kususwe imveliso.

IIkhowudi yokutya ye-FDA ka-2022yireferensi eluncedo kubaqhubi beenkonzo zokutya kuba ijongana nolawulo lobushushu, ucoceko, izixhobo, kunye neendlela zokuphatha ngokukhuselekileyo. Abasemagunyeni basekuhlaleni banokubeka iimfuno ezahlukeneyo okanye ezongezelelweyo, ngoko ke isicwangciso sokusasaza kufuneka sihlolwe ngokuchasene nemithetho yendawo yokufakela.

Isalathiso se-41-degree Fahrenheit kwitheyibhile sivela kwi-FDA Food Code benchmark ekhankanyiweyo apha ngasentla. Asikuko ukuthabatha indawo yeemfuno zomthetho zasekuhlaleni okanye uhlalutyo lweengozi oluhambelana nemveliso ethile.

Ukulungiswa kwenkonzo kumisela ukuba ukwenziwa kwezinto ngokuzenzekelayo kuhlala kunenzuzo na

Umatshini oqhagamshelweyo usafuna ukulungiswa ngokwasemzimbeni, kwaye ukulungiseka kudla ngokwahlula ukufakelwa okunenzuzo kokusetyenziswa okubiza kakhulu. Abaqhubi kufuneka bahlole ukufikelela kwiifilitha, izinto zokwenziwa kwebhiya, iimodyuli zokukhenkcisa, izixhobo zokuhlawula, iindlela zokukhupha, iindawo zokucoca, kunye neengxelo zokuxilonga ngaphambi kokuba bathenge.

Kwi-industrial coffee vending, ukugaya ngokuzenzekelayo, ukugalela idosi, ukwenza ubhiya, ukuhlamba, ukuphatha inkunkuma, kunye nolawulo lwenkqubo yobisi kunokunciphisa umthwalo womsebenzi wabaqhubi, kodwa inkqubo nganye eyongezelelweyo inika uxanduva lokucoca nokulungisa. Ikofu entsha egayiweyo inokuxhasa amava akumgangatho ophezulu, ngelixa iinkqubo zekofu ezikhawulezileyo zinokuhambelana neendawo apho isantya, ukusebenza okulula, kunye nokugcinwa okulula kubaluleke kakhulu.

Uyilo olulungele ukugcinwa kwepropathi kufuneka lubonelele ngezikhokelo zokucoca ezicacileyo, izinto ezinokuguguleka ezinokutshintshwa, ukusombulula iingxaki ngendlela ekhokelwayo, kunye nohlaziyo lwesoftware olukude kunye neenkqubo zokubuyisela okanye zokubuyisela. Iirekhodi zenkonzo kufuneka zichonge iimpazamo eziphindaphindayo ngomatshini, indawo, izinto, kunye nemeko yokusebenza. Oku kuvumela umqhubi ukuba agqibe ukuba ingxaki ifuna uqeqesho, uyilo olutsha lwenxalenye, utshintsho loqwalaselo, okanye uluhlu lwemveliso eyahlukileyo.

Sebenzisa uqwalaselo oluthile lwesiza ukuphucula ukubuyela kwendawo

Uhlobo olufanelekileyo lomatshini luxhomekeke kwipateni yemfuno yendawo, indawo ekhoyo, iimfuno zobushushu bemveliso, kunye nokufikelela ekuzaliseni. Iyunithi yekofu encinci yetafile ingafanela indawo yokungena eofisini okanye indawo encinci yorhwebo, ngelixa umatshini wokuthengisa odibeneyo okanye isikhululo semarike encinci sinokuba sifanelekile ngakumbi kwizidlo ezikhawulezayo, iziselo, kunye nokuthengwa okuxutyiweyo.

Izikhululo zeenqwelo-moya kunye neehotele zinokubeka phambili unxibelelwano lweelwimi ezininzi, ukuboniswa kweziselo zeprimiyamu, kunye nokuguquguquka kwentlawulo. Iifektri zinokubeka phambili ukuqina, ukuthengiselana okukhawulezayo, kunye nokufikelela ngexesha lokutshintsha kweshifti. Izikolo kunye neekhampasi zinokufuna ulawulo oluqinileyo lwemveliso, ulwazi olucacileyo lwesondlo, kunye notshintsho lokuhlelwa kweentlobo ngeentlobo zexesha lonyaka. Iiofisi zinokufumana okungakumbi kumgangatho wekofu, ingxolo ephantsi, kunye nokuzaliswa kwabasebenzi ngokulula kunokuba ziseludongeni olukhulu lwemveliso.

1. Chaza umsebenzi womthengi: isiselo esikhawulezileyo, ukutshintsha ukutya, ikhefu lekofu, ukuthenga ebusuku, okanye izinto ezibalulekileyo.
2. Linganisa imida yokusebenza: umbane, uqhagamshelo, indawo yomgangatho, ukufikelela ekuhanjisweni, ukhuseleko, ukufikelela ekucoceni, kunye nokuthobela imithetho yendawo.
3. Khetha uyilo lwemveliso: ikofu entsha egayiweyo, ikofu ekhawulezileyo, iziselo ezibandayo, izidlo ezishushu ezikufutshane, umkhenkce, okanye uluhlu oluxutyiweyo.
4. Khetha iseti yeempawu ezincinci ezixhasa umsebenzi, uze wongeze uhlalutyo kunye ne-AI emva kokuba umsebenzi osisiseko uzinzile.
5. Hlola ukuthengiswa, ukuphela kwempahla ethengiweyo, iimpazamo, ukubuyiselwa kwemali, imicimbi yokucoca, kunye nexesha lokugcwalisa ngaphambi kokuba kwandiswe kwiindawo ezininzi.

Oko abaqhubi bafanele bakuthelekise ngaphambi kokuba bathenge

Uthelekiso lokuthengwa kwempahla kufuneka luvavanye isisombululo esipheleleyo endaweni yekhabhinethi yodwa. Buza ukuba ngaba umthengisi ubonelela ngehardware, isoftware, isikhokelo sokufakela, ukuhlanganiswa kwentlawulo, iindawo ezingasetyenziswayo, uqeqesho, inkxaso ekude, kunye nenkqubo yokunyusa ixabiso.

Iinkalo zohlolo lwamanani zizikhuthazo zokuthengwa kwempahla endaweni yeenkcukacha-manani ezipheleleyo. Umthengisi kufuneka anike amaxabiso angempela olwakhiwo olucetywayo, kwaye umqhubi kufuneka awathelekise nemodeli yakhe yomsebenzi kunye neemfuno zesiza.

Iimpazamo eziqhelekileyo ezinciphisa inzuzo yokuthengisa ngobuchule

Ukugqithiswa kweempawu yimpazamo eqhelekileyo kuba yonke inkqubo eyongezelelweyo inokunyusa uqeqesho, inkxaso, kunye nobunzima bokungaphumeleli. Qala ngokusasaza okuthembekileyo, intlawulo, i-telemetry, ulawulo lobushushu apho kuyimfuneko, kunye nenkqubo yokugcwalisa kwakhona abasebenzi abanokuyenza rhoqo.

Ukungayinaki imeko yemveliso kwimarike yenye ingxaki eqhelekileyo. Iyunithi ephucukileyo yobuchwephesha ayizukuhlawula uluhlu olungalunganga, amaxabiso angafanelekanga, indawo embi, okanye imfuno encinci yeeyure zokuvula. Sebenzisa idatha yokuthengisa kwangethuba ukuvavanya ukujikeleza kwemveliso kunye nokususa izinto ezihamba kancinci ngaphambi kokuba utyale imali kwi-automation ebanzi.

Ukungawuthatheli ngqalelo uqhagamshelo kunye nokugubungela inkonzo kudala iindleko ezifihlakeleyo. Qinisekisa iindlela zonxibelelwano, indlela yokuhlawula ngaphandle kwe-intanethi, ukuvumelanisa idatha, iimvume zokufikelela kude, ukufumaneka kwezixhobo ezisele, kunye nokugubungela ubuchwephesha ngaphambi kokufakwa.

Indlela isisombululo esipheleleyo esixhasa ngayo ukusebenza kwexesha elide

Ubudlelwane obuqinileyo bomthengisi bufanele bugubungele ukukhethwa kwezixhobo, uyilo lwangaphandle olulungiselelwe wena, ulungiselelo lwemenyu, indawo yentlawulo, ukhetho lolwimi, ukuhlanganiswa kwesoftware, ukufakelwa, uqeqesho, kunye nenkxaso emva kokuthengisa. Oku kubaluleke kakhulu kwiindawo zokusasazwa kwamanye amazwe apho iindlela zokuhlawula, iimfuno zolwimi, iimeko zombane, imithetho yokuphatha ukutya, kunye nolindelo lwenkonzo zahlukile ngokwemarike.

I-Yile Shangyun idibanisa izixhobo zorhwebo zokuzisebenzela kunye nesoftware kunye nenkxaso yokusebenza kuzo zonke iimashini zekofu ezisemgangathweni, oomatshini bekofu ekhawulezileyo, ukuthengisa ikofu etafileni, ukuthengisa ngokudibeneyo, iiterminals ezincinci zemarike, izixhobo zokwenza umkhenkce, abasasazi beqhwa, kunye neeterminals zenkonzo ze-AI. Amandla ayo e-OEM kunye ne-ODM anokuxhasa inkangeleko eyenzelwe wena, iimenyu, iilwimi, iindlela zokuhlawula, kunye noqwalaselo olusebenzayo. Abathengi kufuneka basaqinisekise iinkcukacha ezichanekileyo, ububanzi benkonzo, uxanduva lokudibanisa, kunye neemfuno zokuthobela iprojekthi nganye ngaphambi kokusayina isivumelwano sokuthenga.

FAQ

Yeyiphi eyona nto ibalulekileyo kumatshini wokuthengisa okrelekrele?

Ukubeka iliso kude kudla ngokuba lolona phawu lubalulekileyo lokuqala kuba lunika abaqhubi ithuba lokubona izinto ezisetyenzisiweyo, amaqondo obushushu, imicimbi yokuhlawula, kunye neempazamo. Ixabiso layo lixhomekeke kwizinzwa ezichanekileyo, izilumkiso eziluncedo, kunye neqela elithatha amanyathelo kulwazi.

Umatshini wokuthengisa we-AI uyonyusa njani ingeniso?

I-AI inokunyusa ingeniso ngokuphucula ukuqatshelwa kwemveliso, ukunciphisa ukungqubana kwexabiso lokuhlawula, ukuqikelela imfuno, ukuchonga uluhlu olusebenza kakuhle, kunye nokufumanisa iziganeko ezingaqhelekanga. Isiphumo kufuneka silinganiswe ngokugqitywa kwentengiselwano, ukuthengiswa kwayo, amaxesha okuphelelwa kwayo, ukubuyiselwa kwemali, kunye nomda endaweni yokuba kube ngamandla e-AI kuphela.

Ngaba kufuneka iintlawulo ezingenamali ukuze kusetyenziswe izinto ezizenzekelayo zorhwebo?

Iintlawulo ezingenamali ziyacetyiswa kakhulu apho abathengi behlala besebenzisa amakhadi, iiwallets zeselula, okanye iintlawulo zeQR. Umxube ochanekileyo wentlawulo uxhomekeke kwilizwe, isiseko sabathengi, ixabiso lentengiselwano, uqhagamshelo, inkqubo yokubuyiselwa kwemali, kunye neendleko zomboneleli wentlawulo.

Yeyiphi idatha ekufuneka ijongwe ngumthengisi wezinto ezithengiswayo?

Jonga ukuthengiswa ngokwemveliso nendawo, imeko yempahla, ukungabikho kwezinto ezisetyenzisiweyo, iimpazamo zoomatshini, imbali yobushushu apho kufanelekileyo, iziphumo zentlawulo, imbuyekezo, iziganeko zokucoca, ixesha lokugcwalisa kwakhona, kunye nokutyelela iinkonzo. Ezi zimpawu zidibanisa imfuno yabathengi kunye neendleko zokusebenza.

Ngaba oomatshini bokuthengisa abakrelekrele bangakwazi ukuthengisa ukutya okutsha ngokukhuselekileyo?

Banokuxhasa ukuthengiswa kokutya okutsha xa umatshini, iimveliso, inkqubo yokubeka esweni, inkqubo yokucoca, kunye nolawulo lokhuseleko lokutya lwasekuhlaleni kufanelekile. Izilumkiso zobushushu azithathi indawo yokuhlolwa, iinkqubo ezibhaliweyo, okanye iimfuno zoorhulumente basekuhlaleni.

Ngaba ukubona ngekhompyutha kungcono kunokulawula ukuthengisa kwendabuko?

Akunjalo rhoqo. Ukubona ngekhompyutha kunokunceda ekuqaphelweni kwemveliso okuguquguqukayo kunye nokuthintela ilahleko, kodwa iikhoyili zemveli, iispirali, iishelufu, okanye iinkqubo zesensor zinokuba lula ukuzigcina ukuze ufumane uluhlu oluncinci. Khetha indlela yokulawula enikezela ngentengiselwano ethembekileyo kwindawo ekujoliswe kuyo.

Yintoni ekufuneka iqukwe kwisivumelwano senkonzo yomatshini wokuthengisa?

Isivumelwano kufuneka sichaze ukufakwa, ukufikelela kwisoftware, ukuhlanganiswa kwentlawulo, uxanduva loqhagamshelo, ukugcinwa kokuthintela, izixhobo ezingasetyenziswanga, iinkqubo zokuphendula, uqeqesho, ukugubungela iwaranti, ubunini bedatha, inkxaso ekude, kunye nokunyusa iimpazamo ezingasonjululwanga.

Malunga neNkampani

I-Yile Shangyun ngumvelisi wezixhobo zorhwebo ozisebenzelayo kunye nomboneleli wezisombululo ogxile kwizikhululo zenkonzo zekofu, iziselo, umkhenkce, ukuthengisa, kunye ne-AI. Amandla ayo adibanisa ukwenziwa kwezixhobo, ukwenziwa ngokwezifiso kwe-OEM kunye ne-ODM, uqhagamshelo lwe-IoT, ulawulo lwe-back-office, kunye nenkxaso yokusebenza kweeofisi, izikhululo zeenqwelo-moya, izikolo, iifektri, iihotele, iikhefi, iikhampasi kunye noluntu. Abathengi banokuxoxa ngenkqubo, indawo, ukuthunyelwa, kunye neemfuno zenkonzo nenkampani ngaphambi kokukhetha isisombululo seprojekthi.