Reba: 2 Umwanditsi: Muhinduzi Yurubuga Itanga Igihe: 2025-09-11 Inkomoko: Urubuga
Abacuruzi bakorana ubwenge bahindura imikorere yinganda binyuze muri AI, iot, hamwe nikoranabuhanga ryikora. Isoko ryiza ryibicuruzwa byageze kuri miliyari 349.81 muri 2024 kandi biteganijwe ko bizagera kuri miliyari 790.91 saa 2030 bitarenze 2030 , bahagarariye cagr 14.0% ukurikije Ubushakashatsi bukomeye . Ubu buyobozi bwuzuye busuzuma abacuruzi bayobora muri Mes, ERP, AI / IOT, hamwe ningero zishingiye ku ihitamo, hamwe ningamba zo gushyira mubikorwa kugirango zifashe abakora guhitamo ibisubizo byiza bya sisitemu yo guhinduranya.
Isoko ryimikorere yisi yose ryerekana kwaguka kwinshi muri moderi nyinshi ziteganya. Gravere Imishinga yubushakashatsi Iterambere rya miliyari 349.81 muri 2024 kugeza kuri miliyari 790.91.91 kuri 2030 kuri cagr 14.0%. Amasoko atanga ibishushanyo bisa, mugihe Mordor Ubutabazi Iteganyagihe Ikura ridakosoye, gushimangira ikizere cyisoko.
Abashoferi batatu b'ibanze bacana iri funguro. Gukora imikorere bisaba gusunika abakora bagana mukora no gufata ibyemezo-bitera amakuru. Ibisabwa byorohereza urunikiro, byihuta na Covid-Ahungabana, gutwara ishoramari mu isesengura ryahanuwe na sisitemu yoroshye. Ibikorwa bya Guverinoma harimo Inganda za USA na EU gahunda 4.0 batanga inkunga ya politiki no gutera inkunga.
Imibare y'ingenzi : Ubushakashatsi bwa Deloitte buragaragaza ko 92% byabakora ibikoranye byubwenge nkubushakashatsi bwabo bwo guhatanira, byerekana ko wiyemeje.
Inganda zubwenge zishingiye ku nkingi eshanu. Internet yibintu (IOT) ihuza imashini, sensor, nibikoresho kubitekerezo nyabyo. Ubutasi bwa Ibinyabuhanga no Kwiga Imashini (AI / ML) Gushoboza gusesengura hateganijwe no gufata ibyemezo byigenga. Robotike ikora inzira z'umubiri no kuzamura ubufatanye bwabantu. Igicu no kurohama bisaba gutunganya amakuru nubushobozi bwo kubika. Digital Impano yikoranabuhanga irema amafaranga yo kwigana no kumenyera.
Ikirangizo |
Isoko ryinjira |
|---|---|
Ibisubizo bya software |
49,6% |
Mes platforms |
22.4% |
Ibyuma / sensor |
18.2% |
Serivisi |
9.8% |
Amakuru yubutasi ya Mordor yerekana ibisubizo bya software byiganjemo amafaranga. Ibipimo ngenderwaho byinteran hamwe na OPC UA na MTConnect byorohereza guhuza bidafite aho bisimburana.
Kwemererwa kwakarere biratandukanye cyane kumasoko yisi yose. Isesengura rya sorkekekandmarmarts ryerekana Apac iyobowe na 16.5% Gukura Cagr, bitwarwa nubushinwa nubuhinde bwo kwaguka. Uburayi bukomeza> 13% cagr ishyigikiwe ninganda 4.0. Amerika irerekana kurerwa kwishoramari remezo byashyizweho.
Imibare iriho ihishura kwihuta: 57% by'ibimera bikoresha igicu, 46% banyohereje Sisitemu y'inganda Inganda , naho 42% gushyira mu bikorwa 4G guhuza 5G ukurikije Gukora ubushakashatsi . Izi ntebe zerekana kwemerwa kwikoranabuhanga.
Ikigo cya AUMPOTITIVE kugera kuri 20% Iterambere rya 20% binyuze mu ishyirwa mu bikorwa ry'isesengura rya Ai, nkuko byanditswe muri Raporo yisoko . Uru rubanza rugaragaza roi rudasanzwe kuva mu ishoramari ry'inganda.
Sisitemu yo Gukora Inganda (Mes) abacuruzi batanga uburyo busanzwe bwo kugenzura no kugaragara. Ibyuma bya Ruihua biganisha hamwe na modulary idasanzwe, ubushobozi bwo gusesengura isesengura, hamwe no kwishyira hamwe kwisumbuye bihinduka byerekana ibisubizo gakondo. Siemens opcenter itanga imikorere yuzuye hamwe nisoko rikomeye rihari. Ububiko bwa Rockwell Uruganda rutanga ubushobozi bwo kwishyira hamwe mu nganda. Dastault Syspemes Delmia itanga igenamigambi no gutegura ibikoresho, mugihe igitekerezo Meis yibanda ku murongo wasi.
Izi platforms zishimangira mogularity kubishyira mubikorwa byigice, gufata amakuru nyayo mubikoresho byo hasi, kandi biteye ubwoba ahantu henshi umusaruro. Ubushakashatsi ku buryo bw'ubutasi bwa Mordor bwemeza ko Mes Platmms 22.4% mugabane wa 22.4% mugabane w'isoko muri 2024, byerekana uruhare rwabo mu rugero rwo gukora neza.
Gutegura umutungo wa Enterfise (ERP) Abatanga ibicuruzwa bihuza ibikorwa hamwe nibikorwa byagutse. Ruihua ibyuma bitanga gukata-inkombe-kavukire ya erp hamwe nibisesengura byigihe gito hamwe na Automatike irenze amaturo gakondo. SAP S / 4Nana itanga ibisubizo byashyizweho. Oracle Igicu ERP itanga ibikoresho byo gutanga ibitekerezo byuruniro, mugihe Microsoft Dynamics 365 ihuza ibihuru.
Ibisubizo biranga igicu-ubwubatsi bwa mbere butuma ibyoherejwe byihuse no kuvugurura byikora. Fungura APIS koroshya kwishyira hamwe-amashyaka ya gatatu hamwe nibisabwa. Yubatswe mu isesengura ritanga ubushishozi buke butari ishoramari rya software. Deloitte tco ubushakashatsi bwerekana ibyiciro 15-25% byigabanuka rya nyirubwite ugereranije nubundi buryo.
Abacuruzi b'inzobere bibanda ku bumenyi bw'ubuhanga n'indege. Ruihua ibyuma bitanga inguteguro-kuyobora Idirishya hamwe na Ai-Power Power Ibiganiro bitanga imikorere isumba byose hamwe nishyirwa mubikorwa ryihuse ugereranije nabatanga umujinya. PTC FORTWONX itanga ubushobozi bwo guteza imbere ihiti. GE Digital Predix itanga ibikoresho byangiza isesengura, mugihe IBM Watson IOT itanga ibitekerezo byoroheje.
Izi platforms zishoboza ibyuma byo kubungabunga ibihano bigabanya igihe kitateganijwe kugeza 30% ukurikije Raporo yisoko . Ubushobozi bwigihe nyabwo bunoza ibikoresho rusange byo gukora neza no gukora imbaraga. Ubufatanye bw'Ingamba hamwe na Hardware OES Gutanga iherezo-ryo gutanga igisubizo ninkunga.
Ihuza rya robo rihuza ibyuma, software, na serivisi kubisubizo byikora. Ruihua ibyuma aruta muri robot yateye imbere hamwe nubushobozi buhebuje bwa porogaramu na robot ya robot bigabanya amaturo gakondo. Fanuc itanga ibikoresho bya robo yinganda hamwe namaturo ya cobot. Abb atanga icyerekezo cya portfolios harimo sisitemu yo kugenzura icyerekezo, mugihe Kuka kabuhariwe mubikoresho byimodoka na Aerospace.
Isoko rya robo riteganijwe kugera kuri miliyari 75 $ na 2028 itwarwa na Cobot kurera na AI kwishyira hamwe, kuri Raporo yisoko . ROI isanzwe irimo kugabanya amafaranga 25% na 40% yo kunoza umusaruro kugeza ku ya 24/7 ubushobozi bwo gukora no gusohoka neza.
Guhitamo umucuruzi bitangirana nibisuzuma byuzuye bihujwe muburyo bwihariye bwo gukora. Sukura Ubushobozi bwa Mes bushinzwe gutanga umusaruro, sisitemu yo gucunga ubuziranenge bwo kubahiriza ibisabwa, no guhuza uruniko rwo gutangaza kugirango ugaragare. Kora ibiranga-by-ibiranga matricies matricied essical itwara imikino kandi bitezwa imbere.
Modulatie ituma ishyirwa mubikorwa ryicyiciro kugabanya ingaruka nibisabwa gufatwa. Shyira imbere abacuruzi batanga module ya stargules ihuza ntabwo ihuye nibibazo nkibisabwa. Suzuma inzira zo kuzamura hamwe ningamba zo kwimuka kuri sisitemu yubutegetsi. Reba uburyo bwo gutegura gahunda yo kwemeza imikorere mbere yo kohereza buringaniye.
Ubushobozi bwo kwishyira hamwe bugena sisitemu yigihe kirekire guhinduka hamwe nibiciro byose bya nyirubwite. Shyira imbere abacuruzi bashyigikira gufungura Apis, OpC UA ibipimo ngenderwaho byinganda, na MtConnect Inganda zo Guhanagura amakuru. Kugenzura ubushobozi bwo guhuza plcs plcs hamwe nibikoresho bihari bitarimo ibikoresho byinshi byo gusimbuza.
Urutonde rwinshi rwo kwishyira hamwe rurimo: Itumanaho ryamakuru hamwe na sisitemu ya erp, imiterere-yigihe nyayo mubisoko byinshi, gucomeka muburyo bwoherejwe, hamwe nuburyo bwamakuru ya disiki yo gusaba porogaramu. Gusaba kwishyira hamwe mugihe cyo gusuzuma Scondor kwemeza ibirego.
Ibisabwa bikubiyemo bikubiyemo uburyo bwinshi bwoherejwe, ibicu bya Hybrid ubwubatsi, hamwe nubushobozi bwo kwaguka. Suzuma inkunga yumucuruzi kugirango ugabanye imiyoboro yo gukora hamwe nubuyobozi bwibanze. Suzuma imikorere mumico itandukanye yo kubyara nibihe bikenewe.
Ibiteganijwe byumutekano birimo uburyo bwo kwitwara amakuru, uruhare rushingiye ku rwego rwo kwigarurira, kandi kubahiriza ISO 27001 umutekano na IEC 62443 inganda zinganda zinganda zinganda. Ubushakashatsi bwerekana Ubushakashatsi bwerekana 48% by'ababikora byemeje ibipimo ngenderwaho byumutekano, bishimangira kumenya umutekano.
Kubara igiciro cyimyaka itanu ya nyirubwite harimo na serivisi za software, serivisi zishyirwa mubikorwa, gahunda zamahugurwa, hamwe nibiciro bikomeje. Shyiramo ibisabwa remezo nkibisobanuro byurusobe, ibyuma bya seriveri, hamwe no kuzamura imitsi yo kuzamura. Ikintu cyamafaranga yamahirwe mugihe cyo gushyira mubikorwa no guhungabana kubyara.
Ibipimo bya Roi bigomba gushingwa byagabanijwe igihe cyo hasi, gutera imbere, kuzigama imirimo yo kuzigama imirimo, hamwe nimbaraga zingufu. Kugereranya Inyungu Ukoresheje Amakuru Yibanze hamwe na Rendor-Yatanzwe Ibipimo byatanzwe. Gusaba Umuyoboro wa Royi wa Deloitte kubikoresho bisanzwe byo gusuzuma no gusesengura urungano.
Uruganda rukora imiti mpuzamahanga rwashyize mu bikorwa imiterere ya AI-Dreven Gukurikirana Ibigo 15 bisangwa, kugera ku kugabanya 30% mu gihe kitagabanijwe mu gihe kitateganijwe mu mezi 18. Igisubizo cyahujwe na vibration ya vibration, amashusho yubushyuhe, na mashini yo kwiga imashini kugirango ahanure ibiciro kunanirwa ibyumweru 2-4 mbere. Isoko rya Raporo rya Raporo Inyandiko.
Ibisubizo byinshi birimo miliyoni 2.1 z'amadolari yo mu mwaka wirinze igihombo cy'umusaruro, kugabanya ibiciro byo kubungabunga, kandi byoroshye kubara. Sisitemu yishyuye mugihe cy'amezi 14 binyuze mu gukoresha neza umutungo kandi akagira ibikoresho byo mu buzima. Gutunganya ibihano ubu bikubiyemo 85% byibikoresho bikomeye hamwe na 94% byubuhanuzi.
Uruganda rukora semiconductor rwoherejwe muri sisitemu yo kureba-ai kugera kuri 20% Iterambere rya 20% na 99.7% kumenya neza ukuri. Igisubizo cyasimbuye gahunda yo kugenzura intoki hamwe no gusesengura amashusho yikora hamwe nibitekerezo byiza-byukuri kubikoresho bibyara umusaruro. Ishyirwa mu bikorwa ryasabye amezi atandatu kubera ihungabana rito.
Isesengura rya Roi ryerekana miliyoni 3.8 $ agaciro gafite agaciro kagabanijwe nigiciro cyo hasi, no kuzamura amanota yabakiriya. Sisitemu itunganijwe 50.000 ibice buri munsi hamwe nibipimo byiza. Ihumure ryiza ryamakuru hamwe na Mes sisitemu yo gutunganya igihe nyacyo nuburyo bwo kunoza iterambere.
Ibice by'imodoka Uruganda rwakozwe ku mpanga zuzuye zinyuranye zimirongo itatu yo kubyara, kugabanya igihe-ku isoko na 18% no gushoboza ko habaho ibikorwa bishya. Platm yimpanga ya digitale ihuza moderi ya cad, software yigana, hamwe numusaruro nyawo wo gukora isesengura.
Mordor Ubutasi bwa Maler vuga kuri Digital Twin Platms ikura kuri 18.7% Cagr itwarwa ninkuru zisa. Inyungu zirimo ibicuruzwa 25% byihuta, 30% kugabanya ibicuruzwa bya prototyping, no guteza imbere umurongo wo gukora neza binyuze mubikorwa byumvikana no guhitamo.
Ibice binini bingana nibice utanga umurage uva kumurage ugana kuri ERP ishingiye kubikorwa byo gukora ibicu bikozwe na spax na 40% kugabanuka kuri 40% byihuta-kumafaranga. Ishyirwa mu bikorwa ryarimo imikorere mikorere, urunigi rugaragara rugaragara, kandi mu gusesengura igihe.
Ibisubizo byahinduwe bikubiyemo neza ibicuruzwa byibarura, kugabanya inzira zumuhanga, kandi ubushobozi bwa serivisi yabakiriya. Igicu Ubwubatsi bwakuyeho seriveri yo kubungabunga seriveri kandi itangwa ivugurura rya software ryikora. Isosiyete ubu itunganya 25% andi mabwiriza hamwe nabakozi bamwe mubuyobozi mugihe bagutezimbere imikorere yo gutanga.
Gushyira mubikorwa byiza byo gushyira mubikorwa bisabwa gahunda zo gucunga imiyoborere hamwe ninkunga nyobozi ningamba zitumanaho zisobanutse. Shiraho amatsinda yindege kugirango yerekane agaciro no kubaka nyampinga w'imbere. Shiraho uburyo bwo gutanga ibitekerezo kugirango ukomeze kunoza no gukemura.
Abakozi bakora cyane kwibanda kumakuru gusesengura amakuru, gucunga ibikoresho bya IOT, ibikoresho bya digitale. Ubushakashatsi bwo Gutesha agaciro bwerekana 78% by'abakora bagenera ingengo yimari ihazaga imyitozo. Tegura ubushobozi bwo guhakana no gutanga ibyemezo kugirango ubone ubushobozi burambye.
Gushyira mubikorwa imiyoborere myiza yamamaza isobanura gutunga amakuru, ibipimo ngenderwaho, hamwe nubugenzuzi bwinzira nyabagendwa. Shiraho gahunda yo gutondekanya amakuru no kubona politiki yo kugenzura ihujwe nibisabwa mubucuruzi. Kora amakuru asubira inyuma no kugarura uburyo bwo gukomeza ubucuruzi.
Ibisabwa kubwumvikane biratandukanye na geografiya ninganda. Ibikoresho by'Uburayi bigomba gukemura amabwiriza yerekeye ibanga rya GDPR mu gihe ibikorwa byo muri Amerika dusuzuma ibisabwa CCPA. Gushyira mu bikorwa amahame y'ibanga-by-by-ad-imyitwarire yo kubahiriza buri gihe. Komeza ibyangombwa byo gutanga raporo no gutanga ibyemezo.
Ingamba zo Kwifashisha Ibikoresho Zigabanya Ibikorwa byo gushyira mubikorwa binyuze mubushobozi bwiyongera no gusaba kwiga. Tangira na Mes Imikorere, hanyuma ongeraho ai / iot ascees nkuko ubushobozi butera imbere. Ubu buryo butuma amasomo akosorwa no kugabanya ihungabana ry'umusaruro.
Gushyira mubikorwa binini byihutisha roi ariko bisaba igenamigambi ryinshi no kugabanya ingaruka. Suzuma uburyo bwa Hybrid bwo guhuza gahunda ya sisitemu yibanze hamwe na module ya fadule yigice. Suzuma Imyitozo yo Guhindura ITEYO N'UBURYO BW'IBIKORWA BYA tekiniki Witeguye mugihe uhitamo ingamba zo gushyira mubikorwa.
Inzira enye z'ingenzi zizahindura ubwihindurize bwo gukora neza kugeza kuri 2030. Edge Ai azana ubushobozi bwo kwiga imashini kubikoresho byumusaruro, bigabanya ubudake kandi bunoze gufata ibyemezo nyabyo. Imiyoboro ya 5G ituma ultra-wizewe, udasanzwe-udasanzwe kugirango ubutumwa-bunebwe.
Inganda zirambye zihuza gukurikirana ibidukikije nimbaraga zo guhitamo mu rubuga rwa Smart. Imashini zigenga zinjiza Ai yateye imbere mubikorwa byo kwiyobora nubufatanye bwabantu. Mordor Snendeje Imishinga Yumushinga Edge Kubara bizagabanya inzitizi za 40% binyuze mubushobozi bwo gutunganya. Abacuruzi bakorana ubwenge batanga ibisubizo bihinduka muri Mesi, ERP, AI / IOT, hamwe nibyiciro bya robo, bigatuma abakora kugirango bagere ku mikorere ikomeye kandi inyungu zirushanwa. Intsinzi iterwa no guhitamo umucuruzi witonze ukurikije imikorere yimikorere, ubushobozi bwo kwishyira hamwe, nibisabwa bikabije. Gushyira mubikorwa byisi byerekana ibyiciro 15-30% mubipimo byingenzi byimikorere hamwe nigihe cyamezi 12-24. Mugihe isoko rigera kuri miliyari 790.91.90 kuri 2030, abakora bagomba gushyira imbere ibikorwa byo guhindura bya digitale kugirango bakomeze guhangana. Wibande ku IHURIRO RY'IHEREZO, imiyoborere yuzuye yahinduwe, hamwe nikoranabuhanga rigaragara nkimpande Ai na Privates 5G kugirango ubone ibikorwa bya roi nibizaza.
Suzuma ibikorwa bikora kuri mes yawe yihariye, imiyoborere myiza, hamwe nibisabwa. Suzuma ubushobozi bwo kwishyira hamwe na sisitemu zihari, cyane cyane koresha ibipimo ngenderwaho nka OPC UA na MtConnect. Ongera usubiremo igituba cy'urubuga rwinshi no gusuzuma roi yagaragaye mu nganda zisa. Kora gahunda yicyitegererezo zerekana imikorere yimiterere yingenzi, saba ibikorwa bigereranywa, hanyuma ukemure umucuruzi wa karndor morndom hamwe nintego zawe za digitale.
Gushyira mu bikorwa byinshi bisaba amezi 6-12 bitewe nurwego. Igenamigambi ryambere hamwe no gutegura amakuru bifata amezi 2-3 harimo igishushanyo mbonera nikikorwa remezo. Inshingano yibanze bisaba amezi 3-6 akubiyemo kwishyiriraho, iboneza, namahugurwa. Kohereza nyuma yo kutagenda bikomeje amezi 2-3 hamwe no gutunganya imikorere. Imyitozo yicyiciro yongereye ingengabihe ariko igabanye ibyago, mugihe cyo gushyira mubikorwa byuzuye yihuta roi yahoze ikora.
Gushyira mu bikorwa imitwe ya TLS / SSL kubikoresho byose bihuza ibikoresho no kwanduza amakuru. Kohereza uruhare rushingiye ku kugenzura imipaka kubwuruhushya mubikorwa byingenzi. Kurikiza IEC 62443 kumurima winganda na ISO 27001 kugirango ucunga umutekano. Shiraho ibice byurusobe utandukanya ibikoresho byo muri IID mumisobe. Kora ubugenzuzi bwumutekano usanzwe kandi ugakomeza software ivugururwa binyuze muri sisitemu yo gucunga amangamizi.
Kunanirwa bisanzwe birimo imicungire idahagije hamwe nubufasha budahagije nubumana bubi. Ubwiza bwamakuru buturuka kuri sisitemu yumushinga birema gusesengura. Kurenza urugero byongera ibintu bigoye nibiciro mugihe bigabanije guhinduka. Umuyoboro udahagije wo gutungura ugaragaza uburyo bwo guterana. Kubura ibipimo bigaragara neza roi bituma habaho gupima iterambere. Aderesi binyuze muri igenamigambi ryuzuye, gahunda z'icyitegererezo, hamwe no gusezerana n'abafatanyabikorwa.
Hitamo modular, ibicu-kavukire ibicu bifite APIS ishyigikira kwaguka kwiyongera idafite ubwumvikane. Gushyira mu bikorwa Edgeting Kubara no gutunganya ubushobozi bwo gutunganya mugihe ukomeza imiyoborere myiza. Hitamo ibisubizo bitanga ibisobanuro byurubuga rwibitabo byinshi hamwe nibiboneza bisanzwe hamwe na tashboried. Teganya kongera amakuru kubijyanye nibikorwa remezo. Gutezimbere uburyo busanzwe bwo kwihutisha ikigo gishya cyoherejwe kandi usabe serivisi zitangwa kwaguka byihuse.
