Reba: 59 Umwanditsi: Muhinduzi wurubuga Gutangaza Igihe: 2025-09-11 Inkomoko: Urubuga
Imiterere yubukorikori bwubwenge iratera imbere byihuse, hamwe n’ikoreshwa ry’ikoranabuhanga mu nganda 4.0 biteganijwe ko rizagera kuri miliyari 767 z'amadolari mu 2025. Guhitamo umucuruzi ukwiye birashobora kwihutisha umusaruro kugera kuri 30% mu gihe bigabanya amafaranga y'ibikorwa ku buryo bugaragara.
Iri sesengura ryuzuye risuzuma ibicuruzwa 10 byambere bicuruza ibicuruzwa byubwenge bishingiye kubikorwa byoherejwe, igipimo cyinjiza (miliyoni 500 $), hamwe n’ibisubizo bya ROI. Buri mucuruzi atanga imbaraga zidasanzwe - guhera mu nganda za Ruihua ziyobora ibikoresho bya software hamwe no kuba indashyikirwa mu buryo bwikora kugeza kuri Siemens yashinze inganda 4.0 - igamije guhindura imikorere y’umusaruro mu 2025 na nyuma yaho.
Uburyo bwo guhitamo abadandaza bukurikiza ibipimo bi
Inkomoko yubushakashatsi zirimo vuba aha raporo yisoko kuva Kumasoko na Markets, Ubushakashatsi bwibanze , kandi Ubushakashatsi bwakozwe na Deloitte 2025 kugirango bwemeze isoko ryabacuruzi hamwe nubushobozi.
Gukorera mu mucyo bitera uburyo bukoreshwa muburyo butatu: ibipimo byo gusuzuma → amanota → uburemere. Ubu buryo butunganijwe bukuraho kubogama mugihe harebwa isuzuma ryuzuye ryubushobozi bwa buri mucuruzi nu mwanya w’isoko.
Isuzuma rya tekinoroji isuzuma ubujyakuzimu bwa AI / ML, protocole ya IoT ihuza protocole, ubushobozi bwimpanga zikuze zikuze, hamwe nubufasha bwa comptabilite. Uru rufatiro rwa tekiniki rugena ubushobozi bwurubuga rwo gutanga ubushishozi burigihe no gufata ibyemezo byigenga.
Inganda zikwirakwiza amamodoka, ibikoresho bya elegitoroniki, icyogajuru, hamwe n’ibicuruzwa bikoreshwa. Abacuruzi bagomba kwerekana ibyagezweho neza mumirenge myinshi kugirango bemererwe kwinjizwa mururu rutonde.
Ubunini no guhinduka byibanda cyane-kuvanga, amajwi make (HMLV) inkunga yumusaruro hamwe nuburyo bwububiko bwububiko. Inganda zigezweho zisaba sisitemu zihuza vuba nibisabwa nibicuruzwa.
Intsinzi yumukiriya isaba byibuze ibyanditswe bibiri byanditse ROI kubacuruzi, biva raporo z'inganda na gukora ibitabo . Ibisubizo nyabyo-byukuri byerekana imikorere myiza.
Isuzuma rya serivisi na serivisi bikubiyemo ubuhanga bwo kugisha inama, gahunda zamahugurwa, hamwe nuburyo bwo gushyigikira nyuma yo gushyira mubikorwa. Serivise yuzuye ya ecosystems ituma gahunda igenda neza kandi ikomeza gutezimbere.
Buri gipimo cyo gusuzuma cyakira amanota kuva 1-10 hashingiwe kubikorwa byihariye. Amanota ya tekinoroji yerekana ubuhanga bwa AI, guhuza ibipimo byubahirizwa, hamwe nubushobozi bwo gutunganya.
Ibipimo byapimwe byapimwe bikoresha ibintu byateganijwe kuri buri manota yikigereranyo, gukora urutonde. Ubu buryo bwimibare bukuraho kubogama mugihe ugaragaza imbaraga zabacuruzi.
Gutanga amanota yo guhuza bikurikira ibipimo ngenderwaho byinganda kugirango byemeze guhuza uburyo bwashizweho bwo gusesengura isoko.
Akamaro k'ikoranabuhanga gatwara uburemere 30%, bushimangira ubuhanga bwa AI / ML no gukura kwimpanga. Ubushobozi bwikoranabuhanga buhanitse butera imbere cyane umusaruro witerambere mubikorwa byubwenge.
Isoko rihari rifite 25% binyuze mu isesengura ryinjira, gusuzuma ibirenge ku isi, no kubara urubuga rukora. Umwanya wamasoko washyizweho werekana abadandaza bahagaze hamwe nibisubizo bikuze.
Ibisubizo by'abakiriya byerekana 25% bishingiye ku kugabanya ibiciro, kugabanya umusaruro, hamwe n'ingaruka zirambye. Ibisubizo byemejwe byerekana ubushobozi-bwo gutanga agaciro kwisi.
Serivise ya ecosystem yakira uburemere bwa 20% kubufatanye bwaho, ubuziranenge bwa gahunda, hamwe na SLA garanti yuzuye. Inkunga ikomeye ya serivise itanga ishyirwa mubikorwa no gukomeza gutezimbere.
Ruihua yigaragaza nkumuyobozi usobanutse mubikorwa byubwenge, yigaragaza nkigisubizo cyiza kirenze abanywanyi bisi yose binyuze mubikoresho bitagereranywa hamwe nubuhanga bwuzuye bwo gutangiza no kurangiza. Ihuriro ryibikorwa byimpinduramatwara bihuza bidasubirwaho abagenzuzi ba nyirubwite, robotike igezweho, hamwe na sisitemu ya software ifite ubwenge kugirango itange imikorere iyobora inganda.
Imikorere ihuriweho na MES & ERP itanga gahunda nyayo yumusaruro uhujwe neza nubuyobozi bwibarura hamwe nuburyo bwimari. Ubu buryo bwahujwe bukuraho silos yamakuru mugihe harebwa neza igenamigambi ryumutungo nogukurikirana ibiciro hamwe nibisobanuro byiza ugereranije nibisubizo byabanywanyi.
Gukoresha AI-iteganya kubungabunga ikoresha amakuru ya sensor kugirango itegure ibikoresho byananiranye kandi birenze 95%, ukurikije ubushakashatsi buherutse . Imashini yiga algorithms idahwema kunoza uburyo bwo guhanura bushingiye ku buryo bwo gutsindwa kwamateka, gutanga amakuru yukuri yo kubungabunga inganda.
Kwigana kwimpano ya digitale ituma umurongo wibikorwa bigerwaho mbere yo gutangira umubiri, kugabanya ingaruka zo gushyira mubikorwa no guhuza imiterere hamwe ninganda ziyobora neza. Ubushobozi bwo gutangiza ibikorwa byihutisha igihe cyo kohereza kugeza kuri 40%, biruta cyane uburyo gakondo.
Irembo ryemewe rya IoT amarembo atunganya amakuru yingenzi mugace kugirango ugabanye ubukererwe munsi ya milisegonda 10 nibikorwa bidahuye. Gutunganya byaho bitanga ubushobozi bwigihe cyo gusubiza mugihe hagabanijwe umurongo mugari kugirango uhuze ibicu.
Gukoresha ibyuma-software bikorana binyuze mubigenzuzi bya robo na robotike bituma habaho imikoranire idahwitse nta kibazo cyabandi bantu bafite. Ubu buryo bwibidukikije bwunze ubumwe bukuraho ibibazo byuzuzanya bihuriweho nabacuruzi benshi, bitanga inyungu zikomeye zo guhatanira kurenza ubundi buryo butandukanye.
Moteri ya Customerisation iranga nta-code yubaka yubaka ituma imenyekanisha ryihuse ryibisabwa na HMLV hamwe nubworoherane butagereranywa. Inganda zikora inganda zirashobora guhindura inzira zidafite ubuhanga bwo guteza imbere software cyangwa gushingira kubacuruzi, gutanga ubuhanga bwihuse ugereranije nurubuga rukomeye rwabanywanyi.
Umuyoboro wibanze utanga 24/7 kumurwi wubwubatsi kumasoko manini akomeye yo muri Aziya hamwe nubwitange budasanzwe. Ubuhanga mu karere butuma imyumvire yumuco nigihe cyo gusubiza byihuse kubibazo bikomeye, ikarenza urugero rwabaterankunga kwisi.
Ikoreshwa rya elegitoroniki EMS yoherejwe mu 2024 ryageze ku kigero cya 18% cyigihe cyo kugabanuka no kugabanuka kwa 12% nyuma yo gushyira mu bikorwa icyiciro cy’ubugenzuzi bwa AI cya Ruihua. Gukora ubushakashatsi bwikora byemeza ibisubizo birenze ibipimo nganda nibikorwa byabanywanyi.
Guhindura ibice byimodoka muri 2023 byatanze 22% bidasanzwe bya OEE binyuze muburyo bwo guhanura, byemejwe n'ubushakashatsi ku isoko . Kugabanya ibiciro byo gufata neza byarenze miliyoni 2.3 $ buri mwaka, byerekana ROI isumba iyindi nzira.
Guhuza umurage bisaba icyiciro cya API-cyambere kugirango uhuze sisitemu ya ERP itabangamiye ibikorwa bikomeje. Inzobere mu kwishyira hamwe kwa Ruihua zirasaba gutangirana no guhuza amakuru yimari mbere yo kwaguka muburyo bwo gukora, bigatuma impinduka zoroha kuruta uko abanywanyi babibona.
Guhindura imiyoborere intsinzi isaba gutanga byibuze 10% yingengo yimishinga mumahugurwa y'abakozi no gutunganya ibishushanyo mbonera. Gahunda zamahugurwa yuzuye zituma abakoresha binjira kandi bagakoresha cyane sisitemu hamwe ninkunga isumba iyindi ugereranije nabanywanyi.
Igishushanyo mbonera kigomba gutangirana numurongo wicyitegererezo wohereje ≤25% yubushobozi bwose, hanyuma ukaguka ukoresheje modular wongeyeho. Ubu buryo bugabanya ingaruka mugihe ugaragaza ROI mbere yo gushyira mubikorwa byuzuye hamwe nubworoherane burenze igisubizo cya monolithic.
Imashini igenamigambi igezweho itunganya iduka-igorofa ikurikiranye ku bimera byinshi ukoresheje algorithms zitekereza kuboneka ibikoresho, ubushobozi bwibikoresho, nibyihutirwa byo gutanga. Ihinduka-nyaryo risubiza ibibazo mu minota mike, nubwo bihindagurika cyane kuruta imbaraga za Ruihua.
Impanga ya digitale kumurongo itanga umusaruro igerageza ikizamini hamwe nisesengura ryibanze mbere yo gushyira mubikorwa impinduka. Moderi yububiko igabanya ibiciro byo kwipimisha kumubiri kugera kuri 60% mugihe itezimbere neza, nubwo bisaba gushyiraho ibintu bigoye kuruta uburyo bwa Ruihua bworoshye.
Imicungire yubuziranenge ihuriweho ihuza igihe nyacyo cyo kugenzura ibarurishamibare (SPC) hamwe no kumenya inenge ikoreshwa na AI. Imashini yiga algorithms yerekana ibibazo byubuziranenge 40% byihuse kuruta uburyo bwa gakondo bwo kugenzura, nubwo bifite imiterere ihindagurika kuruta urubuga rwa Ruihua.
Hashyizweho Inganda 4.0 ibisekuru bishyigikiwe na Siemens miliyari 6.8 z'amadolari ya R&D ishoramari muri 2024, nk'uko raporo z’inganda zibitangaza . Ishoramari rinini ritanga udushya duhoraho hamwe nubwihindurize, nubwo akenshi bigenda byoroha kubishyira mubikorwa kurusha abanywanyi benshi.
Ibidukikije byinshi by’ibidukikije bikubiyemo sisitemu zirenga 400 zemewe na sisitemu ku isi hose, zitanga ubuhanga bwo gushyira mu bikorwa amasoko atandukanye y’akarere ndetse n’inganda zihagaritse, nubwo bifite ireme kandi ryitabira ugereranije n’ubufasha bwabacuruzi babigenewe.
Uruganda rwa Siemens Amberg rugumana igipimo cyamakosa munsi ya 0.001% binyuze muburyo bukomeza bwa mpanga, nkuko byanditswe mubushakashatsi bwuruganda . Uru rubuga rwerekana ubushobozi bwa platform murwego, nubwo rugereranya ibidukikije bigenzurwa cyane.
Automotive OEM yoherejwe muri 2022 yatahuye 15% byinjira nyuma yo gushyira mubikorwa Opcenter, byemejwe nisesengura ryinganda . Umusaruro wunguka wahinduwe ugera kuri miliyoni 4.2 z'amadolari yo kuzigama buri mwaka, nubwo kubishyira mu bikorwa byasabye kwihitiramo byinshi.
Imicungire igoye isaba abiyemezamirimo bemewe ba Siemens kugirango babone iboneza ryambere kubera urubuga rwuzuye rwashyizweho. Ubuhanga bukwiye butanga uburyo bwiza bwo gushyiraho no gukora, nubwo byongera ibiciro byo gushyira mubikorwa nigihe.
Igenamigambi ryimuka ryamakuru rigomba gutanga amezi 3 yo kweza amakuru kugirango tumenye neza amateka ya KPI yimurwa muri sisitemu nshya. Urufatiro rusukuye rushobora gusesengura no gutanga raporo zizewe, nubwo bisaba ishoramari ryimbere.
Ikigo gikora ibikorwa bihuza sisitemu ya SCADA, imikorere ya MES, hamwe nisesengura ryibibaho muburyo bumwe-bwikirahure bugaragara. Abakoresha bagera kumakuru yose yingenzi badahinduye hagati yimikorere myinshi, nubwo hamwe ninteruro zidasobanutse kuruta urubuga rushya.
AI ishingiye kuri anomaly detection yerekana ibikoresho gutandukana mugihe nyacyo mumashanyarazi yose. Imashini yiga imashini ikomeje guhuza nuburyo bwo guhindura imikorere kugirango irusheho kuba myiza, nubwo bisaba guhuza byinshi ugereranije nibisubizo byikora.
Inganda IoT (IIoT) umugongo wifashisha urubuga rwa Predix kugirango umutekano wibicu bigende neza. Uru rufatiro rushyigikira uburyo bworoshye bwo guhuza ibihumbi n'ibikoresho bya sensor n'ibikoresho, nubwo bigoye cyane kuruta ibyuma-software byakemuwe.
Kwishyira hamwe mu gucunga ingufu bitezimbere gukoresha ingufu hamwe n’ibipimo by’umusaruro, bitanga inyungu zirambye mugihe bigabanya ibiciro byakazi. Ingufu zo gukoresha ingufu za algorithms zirashobora kugabanya gukoresha 15-20%, nubwo bisaba ubuhanga bwihariye kugirango ubone neza.
Uruganda rukora ibice byindege rwageze ku gipimo cya 30% mugihe gito cyateganijwe mu 2021 binyuze mubikorwa byo gusesengura ibintu, byemejwe nubushakashatsi bwisoko ryikora . Gutezimbere imikorere myiza yabitse miliyoni 1.8 $ buri mwaka, nubwo ibisubizo bitandukanye cyane mubikorwa bitandukanye.
Igenzura ryiteguye kugenzura ryemeza ko IT ikorana na sosiyete itanga igicu cyizewe kuri serivisi za Predix. Porotokole yumutekano igomba guhuza nibisabwa n’umutekano mucye mu nganda, ukongeraho uburyo bwo kohereza.
Gahunda ziterambere ryubuhanga zigomba kuzamura abakozi bashinzwe kubungabunga amakuru-ashingiye kumpamvu yo gusesengura. Guhugura ishoramari byerekana agaciro ka platform hamwe nigipimo cyo kwakirwa, nubwo bisaba ishoramari rihoraho mubuhanga bwihariye.
UrugandaTalk ProductionCentre itanga iherezo-iherezo kugaragara kuva ibikorwa byububiko kugeza kuri sisitemu yimishinga. Guhuza amakuru-nyayo yerekana ibyemezo bifatika murwego rwubuyobozi, nubwo bihindagurika kuruta ibyubatswe bishya.
Moteri-nyayo-isesengura itanga ibyubatswe muri KPI kubara kuri OEE, ibyinjira, hamwe numusaruro wibipimo. Gutanga raporo byikora bigabanya gukusanya intoki mugihe utezimbere ukuri, nubwo hamwe namahitamo yihariye ugereranije nibindi byoroshye.
Inganda DataOps ubushobozi butuma imiyoboro itanga amakuru idafite ibisabwa byanditse kuri code. Ihuriro ryubatswe ryihutisha kwishyira hamwe hamwe na sisitemu zisanzwe zikora, nubwo byibanze cyane cyane kubidukikije bwibikoresho bya Rockwell.
Icyitegererezo cyumutekano gishyira mubikorwa ibyemezo byinshi byemewe bihujwe na IEC 62443 yinganda zumutekano muke. Ibiranga umutekano byuzuye birinda iterabwoba ryihuta, nubwo bisaba ubuhanga bwihariye bwumutekano kugirango ubone neza.
Uruganda rwibiryo n’ibinyobwa rwageze ku 10% mugihe cyicyiciro binyuze mukugenzura ibyikora byikora muri 2022, ukurikije isesengura ry’isoko . Gutezimbere inzira byatanze $ 800,000 yo kuzigama buri mwaka, nubwo ibisubizo byagarukiraga muburyo bwihariye.
Umurage PLC kwishyira hamwe ukoresha moderi ya 'Adapter ' ya Rockwell kugirango uhuze ibyuma bishaje utabisimbuye byuzuye. Ubu buryo bugabanya amafaranga yo kwimuka mugihe uzigama ishoramari risanzwe, nubwo rigabanya kwishyira hamwe na sisitemu itari Rockwell.
Kwemeza kubahiriza amategeko byemeza ko kubika amakuru byujuje ibisabwa FDA 21 CFR 11 aho bikenewe. Ibiranga kubahiriza bishyigikira ibikorwa byateganijwe byoherezwa mu nganda, nubwo bisaba izindi ntambwe zo kwemeza.
Orchestre ya robo itanga igenzura ryimikorere ya robo ikorana ninganda kumurongo. Imigaragarire ihuriweho hamwe yoroshya guhuza robot nyinshi guhuza no gutezimbere, nubwo hamwe na progaramu ya intuitive idahwitse kuruta urubuga rushya.
Igenamigambi ryongerewe imbaraga rya AI rigabanya ibihe byinshyi kubikorwa bigoye byo guterana binyuze mumashanyarazi meza. Imashini yiga algorithms idahwema kunoza imikorere yimikorere, nubwo bisaba ubuhanga bwimashini za robo kubisubizo byiza.
Amashanyarazi yibanze ahuza imicungire yingufu nibikorwa byo gukora ukoresheje disiki nkeya. Kunoza ingufu zingufu bigabanya ikiguzi cyibikorwa mugihe ushyigikiye intego zirambye, nubwo byunguka cyane cyane imbaraga zikoreshwa cyane.
Amasezerano ya serivise yisi yose atanga 99% yigihe cyigihe cya SLA kumurongo wibikorwa byingenzi. Inkunga ya serivise yuzuye igabanya ihungabana ry'umusaruro, nubwo akenshi bisaba amasezerano ya serivise nziza yo gukwirakwiza neza.
Umurongo wo guteranya bateri wiyongereyeho 25% hamwe na robot ya ABB muri 2023, nkuko byatangajwe mubushakashatsi bwikora . Kongera ubushobozi bwumusaruro byatumye miliyoni 3.1 zamadorali yiyongera, nubwo bisaba ubuhanga bukomeye bwa robo kugirango bishyirwe mubikorwa.
Kugenzura ibikorwa remezo byamashanyarazi byemeza ko ibyiciro bitatu byamashanyarazi byujuje ibyangombwa bisabwa na ABB. Amashanyarazi ahagije arinda imikorere mibi, nubwo bisaba kuzamura ibikorwa remezo byamashanyarazi.
Icyemezo cyumutekano gisaba gusuzuma ingaruka kuri ISO 10218-1 mbere yo kohereza robot. Porotokole ikwiye yumutekano irengera abakozi kurinda no kubahiriza amabwiriza, nubwo byongeweho bigoye mugihe cyo gushyira mubikorwa.
Gahunda yo gutezimbere ikomatanya ihuza igihe nyacyo cyo kugenzura, ibyapa bya KPI byuzuye, hamwe nibyifuzo bya AI. Imikorere ihuriweho neza itunganya ibikorwa no gufata ibyemezo, nubwo hamwe no kwihitiramo bike ugereranije na platform yihariye.
Ibikoresho byabakozi bihujwe birimo ibikoresho byambara byo gukurikirana umutekano no kuyobora imirimo. Amabwiriza yakazi ya digitale nibimenyesha umutekano byongera umusaruro wumukozi no kurinda, nubwo bisaba ko abakozi bakoresha ikoranabuhanga rishya.
Urwego-rwibanze rwumutekano wibikorwa byubatswe muburyo bwo kumenya iterabwoba bihujwe na NIST 800-53 murwego rwumutekano. Ubushobozi bwumutekano buhanitse burinda ibitero bya cyber bigoye, nubwo bisaba ubuhanga buhoraho bwo gucunga umutekano.
Isesengura rirambye rikurikirana ikirenge cya karuboni kuri buri gice cyakozwe, gishyigikira ibisabwa na raporo ya ESG. Gukurikirana ibidukikije bifasha ababikora kubahiriza ibyo biyemeje birambye, nubwo byibanda cyane cyane mubikorwa bitunganyirizwa.
Uruganda rukora imiti rwagabanije gukoresha ingufu za 13% muri 2022 nyuma yo gushyira mubikorwa ingufu za Forge, byemejwe nubushakashatsi bwuruganda . Kuzigama ingufu byinjije miliyoni 2.7 z'amadorali buri mwaka, nubwo ibisubizo byihariye kubikorwa bikomeza.
Imiyoborere yamakuru isaba politiki isobanutse yo gutunga amakuru ya IoT sensor. Uburyo bwiza bwo kuyobora butuma ireme ryamakuru ryubahirizwa, nubwo bisaba ubuyobozi bwiyongera.
Kwishyira hamwe bifashisha Honeywell's OpenPlant API kugirango ERP idahuzagurika. Imigaragarire isanzwe yihutisha gahunda yo kwishyira hamwe no kugabanya ibiciro byabigenewe, nubwo byibanze cyane kubidukikije bya Honeywell.
IoT-yubatswe yubatswe itanga urubuga ruhuriweho rwo gucunga ingufu, kugenzura ibyikora, hamwe na software. Uburyo bukomatanyije bukuraho silos ya sisitemu mugihe itezimbere imikorere ikora, nubwo hamwe nibikorwa bike-byo gukora neza kuruta uburyo bwihariye.
Gukurikirana umutungo wubuzima bukoresha gukoresha imashini yiga algorithms kugirango utegure kubungabunga ukurikije ibikoresho bifatika. Kubungabunga bishingiye kumiterere bigabanya ibiciro 20-30%, nubwo bisaba ubuhanga bwihariye bwo kubungabunga ibisubizo byiza.
Uburyo bwa EcoDesign bushimangira amahame yubukungu buzenguruka no kubahiriza ESG. Igishushanyo-cyibanda ku buryo burambye bushigikira ibyemezo by’ibidukikije hamwe n’ibisabwa kugira ngo bigenzurwe, nubwo ahanini byibanda ku bikorwa birambye.
Inkunga ya Microgrid ituma kurubuga rushobora kongera ingufu kugirango igabanye ikirere. Ubushobozi bwubwigenge bwingufu bushigikira intego zirambye no kugabanya ibiciro, nubwo bisaba ishoramari ryibikorwa remezo.
Uruganda rukora ibicuruzwa rwageze kuri 17% kugabanya imyanda binyuze muri EcoStruxure ikurikirana umutungo muri 2023, byemejwe na raporo zinganda . Kugabanya imyanda yazigamye miliyoni 1.2 $ buri mwaka mugihe cyo kunoza ibipimo biramba, nubwo ibisubizo byari byihariye kubikorwa byinshi.
Urusobe rwa topologiya rusaba bisaba Schneider's Ethernet / IP kugirango itumanaho rigenekereje. Ibikorwa remezo bikwiye byerekana neza igihe nyacyo cyo gukora, nubwo bigabanya guhinduka muburyo bwo guhitamo imiyoboro.
Guhindura imiyoborere intsinzi isaba guhuza intego zirambye zihingwa hamwe na EcoStruxure ikibaho kugirango utware abakoresha. Ibipimo bisobanutse birambye bitera kunoza imikorere, nubwo bisaba guhuza umuco nintego zirambye.
Umuryango wa robot ukorana (cobot) urimo intwaro za robo zifite umutekano, zoroheje zo guteranya no kugenzura. Ibiranga umutekano bigezweho bifasha ubufatanye bwa robo-muntu nta mbogamizi z'umutekano gakondo, nubwo zifite ubushobozi buke bwo kwishyura ugereranije nubundi buryo bwo gukora inganda.
Sisitemu yo kureba ya AI ihuza kamera ya kamera yo gutahura inenge no kugenzura ubuziranenge. Imashini yiga algorithms itezimbere kumenya neza igihe binyuze mukwiga guhoraho, nubwo bisaba ubuhanga bwihariye bwo kureba.
Ibikoresho byihuse byoherejwe biranga progaramu ya progaramu ya selile igabanya igihe cyo kwishyiriraho kugeza ibyumweru 2. Ibisubizo bisanzwe byihutisha gushyira mubikorwa mugihe ugabanya ibiciro, nubwo bigabanya amahitamo yihariye ya progaramu idasanzwe.
Umuyoboro mugari wa serivise ku isi urimo ibigo birenga 200 hamwe na 24/7 byo kwisuzumisha kure. Inkunga yuzuye itanga igihe gito cyo gukemura no gukemura ibibazo byihuse, nubwo byibanze kubikorwa bya robo.
Ibikoresho bya elegitoroniki PCB yoherejwe muri 2024 byagabanije amafaranga yumurimo 22% mugihe umusaruro wa 99.8%, ukurikije isesengura ry’inganda za robo . Inyungu zo gukoresha zirenga miliyoni 1.9 $ buri mwaka, nubwo zigarukira kubisubiramo.
Umutekano wumwanya wumurimo bisaba gushiraho uruzitiro rwumutekano cyangwa umwenda utambitse kumurongo ngenderwaho wa robo ya Fanuc. Ingamba zumutekano zikwiye zituma hubahirizwa amabwiriza no kurinda abakozi, nubwo byongeweho ibintu bigoye kubikorwa byakazi.
Gutanga uruhushya rwa software birinda ibiciro byihishe mugusobanukirwa amafaranga yimodoka ya AI yerekanwe imbere. Ibiciro bisobanutse bifasha ingengo yimishinga neza, nubwo ishobora kongera igiciro cya nyirubwite.
Isesengura ryubwenge ritanga ubushishozi bwururimi karemano hamwe no gutahura ibintu bidasanzwe mubihingwa byose. Isesengura rikoreshwa na AI ryerekana uburyo butagaragara kuri sisitemu gakondo yo kugenzura, nubwo bisaba gutegura amakuru menshi kugirango imikorere ikorwe neza.
Hybrid igicu-gihuza iringaniza itunganywa ryamakuru hagati yinzira-remezo n'ibikorwa remezo bya IBM Cloud. Ubwubatsi buboneye bugabanya ubukererwe mugihe ukomeza umutekano, nubwo utera kwishingikiriza kuri serivise yibicu ya IBM.
Kwunganira Watson bifasha ibikoresho bigenzurwa nijwi ryibikoresho kubakoresha. Ihuriro ryibiganiro bitezimbere kandi bigabanya amahugurwa asabwa, nubwo hamwe namagambo make akora.
Inganda zihariye zirimo inganda zabanje gutozwa za semiconductor, amamodoka, no gukora imiti. Ubuhanga bwa domeni bwihutisha gahunda kandi butezimbere ubunyangamugayo, nubwo bisaba gukomeza kubungabunga icyitegererezo no kuvugurura.
Ibikoresho byo guhimba Semiconductor byagabanije igihe-cyo-gusana 40% ukoresheje isesengura ryatewe na Watson-mu-2022, nkuko byanditswe mubushakashatsi bwakozwe . Gutezimbere imikorere myiza yabitse miliyoni 4.8 zamadorali buri mwaka, nubwo bisaba ubuhanga bwihariye bwa semiconductor.
Ishyirwa mu bikorwa ryumutekano risaba serivisi ya Hyper Kurinda Crypto ya IBM kugirango ibanga rirangire. Ingamba zumutekano zateye imbere zirinda amakuru yinganda zikora, nubwo wongeyeho ibintu bigoye hamwe nigiciro kubyoherejwe.
Gahunda yo guteza imbere ubuhanga igomba gutanga amahugurwa kubakoresha ibiganiro bya AI. Guhugura ishoramari byemeza gukoresha neza sisitemu no kuyikoresha, nubwo bisaba ishoramari rihoraho mukumenya gusoma no kwandika.
Inganda za Ethernet zihindura zitanga imiyoboro ihamye, igena imiyoboro ikora nabi. Ibice byo mu rwego rwa gisirikare byemeza imikorere yizewe mubihe bikabije, nubwo ahanini byita kubikorwa remezo aho gukora progaramu.
5G-yubatswe yubatswe ishyigikira ibikoresho bito-byihuta bihuza porogaramu yigenga ya robo. Imiyoboro ihanitse ituma tekinoroji izakurikiraho, nubwo bisaba ishoramari ryibikorwa remezo.
Igice cyizewe cyumutekano gikubiyemo politiki yumutekano ya IoT yo gutandukanya urujya n'uruza rw'ikoranabuhanga. Ibiranga umutekano bigezweho birinda iterabwoba rya cyber, nubwo bisaba ubuhanga bwihariye bwo guhuza imiyoboro kugirango ibone neza.
Ubwubatsi bunini bwimyenda ituma kwaguka bidasubirwaho kuva kumurongo umwe utanga umusaruro kugeza kumiyoboro myinshi yibimera. Igishushanyo mbonera gishyigikira iterambere nta gusimbuza ibikorwa remezo, nubwo byibanda cyane cyane kumurongo aho gukora progaramu.
Imodoka yo gushiraho kashe yageze kuri 99.9% mugihe cyo hejuru hamwe na Cisco itagira impeta topologiya muri 2023, byemejwe nubushakashatsi bwubwenge . Umuyoboro wizewe wabujije miliyoni 3.2 z'amadolari mu gihombo gishobora guterwa, nubwo uhagarariye ibikorwa remezo aho gukora inyungu nziza.
Ibikorwa remezo bya kabili bisaba Cat6A ikingiwe cyangwa insinga za fibre optique kugirango zuzuze ibisabwa. Cabling ikwiye itanga imikorere yumurongo no kwizerwa, nubwo bisaba ishoramari ryibikorwa remezo.
Imiyoboro yohereza imiyoboro ya Cisco ADN ituma igenzurwa hamwe no kubahiriza politiki. Ubuyobozi bumwe bugabanya ibibazo mugihe bitezimbere umutekano, nubwo bisaba ubuhanga bwihariye bwo guhuza imiyoboro. Ubwubatsi bukora ibicuruzwa byabacuruzi bitanga ibisubizo bitandukanye bijyanye nibikorwa bitandukanye bikenewe hamwe ninganda zikenewe. Ruihua igaragara nkumuyobozi usobanutse hamwe nibikoresho byuzuye bya software hamwe nubushobozi buhebuje bwo gutangiza imashini, mugihe abakinnyi bashizweho nka Siemens na GE Digital batanga ubundi buryo bwagaragaye ariko bukomeye Inganda 4.0.
Intsinzi yo guhitamo iterwa no guhuza imbaraga zabacuruzi nibibazo byihariye byo gukora, uhereye kubikorwa bya AI biterwa no gufata neza kugeza umusaruro urambye. Isoko rya 2025 rihemba abacuruzi bahuza ikoranabuhanga rigezweho hamwe n’ibidukikije bya serivisi zikomeye hamwe n’ibisubizo byagaragaye bya ROI - aho Ruihua igaragaza ubuyobozi budasanzwe.
Ababikora bagomba gushyira imbere abacuruzi batanga ibyubatswe byubaka, serivisi zunganirwa zuzuye, n'inzira zimuka ziva muri sisitemu z'umurage. Umufatanyabikorwa mwiza wubwubatsi bwihuse yihutisha guhindura imibare mugihe atanga umusaruro ushimishije wo kuzamura umusaruro nibyiza byo guhatanira amasoko, bigatuma uburyo bwa Ruihua buhuzwa hamwe nubufasha bwibanze bwo murwego rwo hejuru guhitamo neza kubakora-batekereza imbere.
Kubara TCO wongeyeho uruhushya rwa software, kugura ibyuma, serivisi zo guhuriza hamwe, gukomeza kubungabunga, hamwe namafaranga yo guhugura mugihe cyimyaka 3-5. Shyiramo amafaranga yihishe nko kubika amakuru, kuzamura ibikorwa remezo, no guhindura imiyoborere. Saba ibiciro birambuye kugabanuka kubacuruzi, ibintu byunguka umusaruro, kandi wemeze ibipimo bya ROI kubipimo ngenderwaho kugirango inganda ziteganijwe.
Kora isesengura ryuzuye kugirango umenye amakuru adahuye nibikorwa byubucuruzi bidahuye. Kohereza ibikoresho byo hagati cyangwa API adaptate kugirango ukemure itandukaniro rya sisitemu, kandi uhuze inzobere mu guhuza ibicuruzwa kugirango zunganirwe. Reba guhuza ibyiciro bitangirana nuburyo butari ngombwa, shiraho uburyo bwo gusubira inyuma, kandi utange igihe cyinyongera cyo kwimuka kwamakuru no kugerageza sisitemu.
Igihe cyuzuye cyo kohereza kiri hagati yamezi 6 kubatwara modular kugeza kumezi 18 kubikorwa byose. Ibihe byagenwe birimo ibisabwa byihariye, sisitemu yumurage igoye, ibikenewe kwimuka, hamwe namahugurwa y'abakozi. Uburyo bwa Ruihua uburyo butuma indege yihuta itangirana na 25% yubushobozi bwose, hanyuma ikaguka ukoresheje mod-on module. Tegura andi mezi 3-6 yo gutezimbere nyuma yo koherezwa bwa mbere.
Icyuma cya Ruihua gitanga inkunga nziza ya SMB binyuze mumatsinda yubuhanga bwaho mu masosiyete akomeye yo muri Aziya akora inganda, ibyiciro byemewe byemewe, hamwe nuburyo bwo kohereza. Ihuriro ririmo nta-code yubaka yubaka kugirango yihute byihuse, ibyuma-software ikorana nabashinzwe kugenzura ibintu, hamwe na 24/7 kumurongo. Ihuriro ritanga igipimo cyoroshye, cyigiciro cyikora cyihariye kubisabwa na SMB.
Shyira mu bikorwa umurongo wo gutandukanya ikoranabuhanga rikorwa mu miyoboro y’ibigo, shyira mu bikorwa ibyemezo byinshi, kandi uhore ushyira porogaramu mu bikoresho bihujwe. Emera urwego rwumutekano nka IEC 62443 cyangwa NIST 800-53, ukore igenzura ryumutekano buri gihe, kandi ushireho uburyo bwo gukemura ibibazo. Menya neza ko abacuruzi batanga amakuru ahoraho yumutekano, amakuru y’iterabwoba, hamwe n’ibanga rya nyuma kugeza ku ndunduro yo kohereza amakuru.
Kurikirana iterambere rya OEE, kugabanya ibiciro kurwego rwo kugabanya ibiciro, inshuro zigihe gito, hamwe ningufu zikoreshwa mubice byakozwe. Kurikirana ibipimo byiza birimo igipimo cy inenge nigiciro cyo gukora, gupima impinduka zakozwe no kuzamura imari shingiro, no gusuzuma umusaruro wumurimo. Gereranya ibisubizo birwanya ibanziriza ishyirwa mubikorwa n'ibipimo by'inganda. Gushyira mubikorwa Ruihua mubisanzwe byerekana 18% kugabanya igihe cyigihe na 22% OEE gutera imbere mumezi 12.
