2025 Kuwongolera kwa ogulitsa anzeru anzeru akusintha mphamvu yamakampani

Ogulitsa anzeru anzeru akusintha mphamvu yamafakitale kudzera mu AI, iot, ndi matekinoloje aokha. Msika Wopanga Padziko Lonse Wopanga udafika $ 349.81 biliyoni mu 2024 ndipo akutsimikiziridwa kuti afikire $ 790.91 biliyoni pofika 2030 , kuyimira a 14.0% malingana ndi Kafukufuku wamkulu . Kuwongolera kokwanira kumeneku kudutsa, Erp, AI / IOT, ndi zitsanzo zodzikongoletsa, komanso njira zenizeni zothandizira opanga masinthidwe awo a digito.

Malo anzeru mu 2025

Kukula kwa msika ndi oyendetsa

Msika wa kupanga udziko lonse lapansi ukuwonetsa kuti pali zolaula zingapo zolosera. Ntchito Zapamwamba Kukula Kuyambira $ 349.81 Biliyoni mu 2024 mpaka $ 790.91 biliyoni pofika 2030% CAGR. Malonda amapereka zofananira zofananira, pomwe Kulosera kwanzeru kokayika kofananira kofananira.

Madalaivala atatu akulu amafuta. Kugwiritsa ntchito mphamvu yopanga magwiridwe antchito kuti apange aofesi ndi kusankha kwa deta. Zowonjezera Zazikulu Zachuma, zimathandizidwa ndi kusokonezeka kwa Covid-19, kuyendetsa ndalama pakulosera zowunikira komanso njira zosinthira. Kukhazikitsa kwa Boma kuphatikiza Kupanga makampani opanga ma auta ndi EU.

Chiwerengero Chachikulu : Kafukufuku wa Deloitte amavumbula kuti 92% ya opanga amawona kupanga kwanzeru monga woyendetsa sitimawo wamkulu wopikisana, kuwonetsa kudzipereka kofala.

Zipilala zaukadaulo

Kupanga Madali Odalirika Omwe Amadalira Zipilala 5 Zaukadaulo. Intaneti ya zinthu (iot) imalumikizana ndi makina, masensa, ndi zida zopereka zenizeni za data zenizeni. Luso lanzeru ndi kuphunzira makina (ai / ml) imathandizira kulosera zowunikira komanso kupanga ufulu wosankha. Robotics imapanga njira zolimbitsa thupi ndikuwonjezera mgwirizano wamakina. Mtambo ndi malire a m'mphepete imapereka scalable deta ndi malo osungira. Tekisi ya digito imapanga zojambula zofananira ndi kukhathamiritsa.

Chipilala chaukadaulo	Gawo la ndalama
Mapulogalamu Othetsera Mapulogalamu	49.6%
Nsanja ya mes	22.4%
Zowonjezera / masensa	18.2%
Ntchito	9.8%

Zambiri mwanzeru za Mordor zimawonetsa zothetsera mapulogalamu omwe amayendetsa ndalama. Makina osungunulira a nthawi isanayambike kuphatikiza Opc UA ndi MTKNNEnect adathandizira kuyang'anizana ndi chisamaliro chopanda chisamaliro pazinthu zachilengedwe.

Mafakitale okhala ndi mafakitale ndi benchmark

Kukhazikitsidwa kwa chigawo kumasiyanasiyana pamisika yapadziko lonse. Kusanthula Kwamalonda Kuwonetsa APac kumabweretsa kukula kwa 16.5%, kuthamangitsidwa ndi China ndi ku India. Europeon imasunga> 13% CAGR yothandizidwa ndi akatswiri opanga 4.0. United States ikuwonetsa kukhazikitsidwa kwakhwima komwe kumakhazikitsidwa.

Ziwerengero zaposachedwa zikuwonetsa Kuthamangitsa: 57% ya mbewu zogwiritsira ntchito mitambo, 46% Homlom Station , ndi 42% kukhazikitsa 5g kulumikizana kwa 5G malinga ndi Kafukufuku wopanga deloitte . Zizindikiro izi zikuwonetsa kuvomera kwaukadaulo.

Kuwongolera kwa omen oemred 20% Kukwaniritsa kwa AI-Poly-Polytiction Kukonzekera, monganso zolembedwa Malipoti Otsimikizika Msika . Mlanduwu akuwonetsa roi yowoneka bwino kuchokera ku ma sective omwe akupanga.

Ogulitsa anzeru apamwamba a Smenders

Kutsogolera ndi malo ophedwa

Kupanga ogulitsa (a mes) amapereka chiwongolero chenicheni chofananira ndi kuwoneka. Hauhua Hardire akubwera ndi kudzikuza kwakukulu, kuthekera kwakanthawi kokhazikika, komanso kusinthasintha kopambana komwe kumatha kusintha njira zachikhalidwe. SiIIEMEMER OPCENT imapereka magwiridwe okwanira ndi kupezeka kwamphamvu kwa msika. Fardord Autovoryvykyk imapereka kuthekera kophatikizidwa kwa magwiridwe antchito. Dessault Sysmes Delmia amapereka kukonzekera ndi zida zokwanira, ngakhale zodabwitsa kuti amayang'ana mawonekedwe ophatikizira ogwiritsa ntchito.

Mapulogalamu awa amagogomezera mosinthana ndi kukhazikitsa, deta yeniyeni yogwidwa ndi zida za malo ogulitsira, ndi kuwulutsa madontho angapo. Kufufuza kwanzeru ku Mordor kumatsimikizira za nsanja za Mes zomwe zimagwira mu 22.4% msika pamsika mu 2024, kuwonetsa udindo wawo wovuta kwambiri mu zomangamanga.

Kupanga Kwapamwamba Kwambiri ndi Mtambo Wapamwamba

Kukonzekera kwa Enterprise (Erp) kumachulukitsa ma module opanga ndi mabizinesi owonjezera. Ruihua Hardware adachotsa njira zodulira zam'manja za ERP yopanda zidziwitso zomwe sizingachitike nthawi zonse komanso zojambula zofatsa zomwe zimapambana zopereka zachikhalidwe. Kupanga kwa S / 4hana kumayambitsa mayankho amsika. Madontho Oracle Croucle amapereka zida zokwanira, pomwe Microsoft Mphamvu 365 imakhala ndi nsanja zokolola.

Mayankho awa amakhala ndi zomangamanga zoyambirira za mitambo zomwe zimapangitsa kuti mutumizidwe mwachangu komanso zosintha zokha. Tsesi lotseguka kuthandizira kuchuluka kwa chipani chachitatu. Omangidwa mwamwayi amapereka chidziwitso chogwiritsira ntchito popanda mapulogalamu owonjezera ndalama. Deloitte TCO Studies amawonetsa 15-25% mtengo wonse wa chitsimikiziro cha umwini poyerekeza ndi malo ena.

AI, mwachidule, ndi ophatikizira ophatikizira

Malonda a katswiri amayang'ana pa luntha lochita kupanga ndi malo obowoleza. Ruihua Hardinare imapereka mawonekedwe ophatikizira a IOt ndi AI-Modliction Orticcs omwe amapereka kwambiri komanso kukhazikitsa mwachangu poyerekeza ndi opereka cholowa. PTC THECOVOREPX imapereka mwayi wogwiritsa ntchito. Ge digital Weldix imapereka zida zamankhwala katswiri, pomwe ibm watson iot imathera mayankho ogwira ntchito.

Mapulogalamu awa amathandizira kukonzanso ma algorithms ochepetsa nthawi yopanda nthawi mpaka 30% malinga ndi Malipoti Otsimikizika Msika . Kukhazikika kwenikweni kwa nthawi kumathandizira kulimbitsa zida zonse ndi mphamvu. Mabwenzi ogwirizana ndi ma Hardware Oems amapereka njira yomaliza yothetsera njira komanso yothandizira.

Malo Opanda Olimbitsa Makina Ogwira Ntchito

Ogwira ntchito Robotics kuphatikiza Hardware, mapulogalamu, ndi ntchito zopangira zongongoletsera zokha. Ruihua Hardware Exclicles Ortiction Rootiction Proviceming Pulogalamu Yothandiza Kwambiri komanso njira yothandizira loboti yomwe imatha zopereka zachikhalidwe. FACUC imapereka makiyiboti a mafakitale ndi zopereka za Cobot. Abb amapereka makonzedwe odzipereka kuphatikiza njira zowongolera, pomwe Kuka amapeza mapulogalamu aothivesive ndi awespace.

Msika wa Robotics umatsimikiziridwa kuti ukwaniritse $ 75 biliyoni pofika 2028 yoyendetsedwa ndi kutengera kwa Cobot ndi AI kuphatikiza, pa Malipoti Otsimikizika Msika . Chilichonse chophatikizira chimaphatikizapo kwa 25 % kuchepa

Kusankha Wogulitsa Waluso Wopanga

Ntchito zoyenera ndi zosintha

Kusankhidwa kwa ogulitsa kumayamba ndi kuwunika kwathunthu kogwirizana ndi njira zopangira. Yang'anani mwayi wogwiritsa ntchito magwiridwe antchito, magwiridwe antchito abwino kuti agwirizane, ndikupereka ubweya wophatikizira wa kuwoneka kotsiriza. Pangani ma metrinari ofananira ndi mawonekedwe omwe akulemba zomangamanga ndi zodzikongoletsera.

Kudzikuza kumathandizira kukhazikitsa kumachepetsa chiopsezo ndi zofunikira. Kuyang'ana ogulitsa ogulitsa ma module omwe amaphatikizika osawoneka bwino monga zofunika kukulira. TIYENSE KUTI MUZISANGALALA NDIPONSO ZOSAVUTA KWA PROSTERS STRY. Lingalirani mwayi wa Pulogalamu ya Pulogalamu ya Pulogalamu yotsimikizira magwiridwe antchito asanatumizidwe kwathunthu.

Kuphatikizidwa Ndi Mphamvu ndi Zoyenera Zotseguka

Kuphatikizidwa kwa ndalama zambiri kudziwa kusinthasintha kwa nthawi yayitali komanso mtengo wonse wa umwini. Ogulitsa oyang'anira otsegulira apis, Opc UA mafakitale oyankhula, ndi matopenect kupanga ma protocol. Tsimikizani luso lolumikizana ndi ma plucs a PLCS ndipo zida zoyendetsera zokhazokha popanda zolowa zambiri.

Pulogalamu yophatikizidwa yofunikira ikuphatikiza: Kulankhulana kwa data Funsani kuyesa kuphatikiza panthawi ya Vendor kuwunika kutsimikizira zonena zolumikizirana.

Kutetezedwa, chitetezo, ndi kutsatira

Kutulutsa kwa scalabiliblity kumatengera kutumizidwa kwa zinthu zambiri, zomangika zam'matumbo zosakanizidwa, komanso kukula kokulira. Yesani kuthandizira kwa ofera kwa maukonde opangidwa ndi ma netiweki ndi madabwa apakati. Yesani momwe mukugwirira ntchito pogwiritsa ntchito mabuku osiyanasiyana komanso kusintha kwanyengo.

Zoyembekeza za Security zikuphatikiza mayendedwe a deta, zowongolera zomwe zimachitika, komanso kutsatira ISO 27001 Security Security ndi IEC 62443 Mafakitale a Tiecrorserrserrparserrparserparserpherrparserpherrparserpherrparserpherrparserpherrparserpher Stal Star. Kafukufuku wa Deloitte akuwonetsa 48% ya opanga 48

Mtengo wokwanira wa umwini ndi Roi Movieng

Kuwerengera ndalama zokwana zaka zisanu kuphatikizapo mapulogalamu mapulogalamu, ntchito zokwanira, maphunziro amaphunzitsira, komanso ndalama zothandizira. Phatikizanipo zoikapo zofuna za ma network, magulu a seva, ndi kupitizitsa zinthu. Chinthu chazomwe muli ndi mwayi nthawi yokhazikika komanso kusokonezeka kwa kupanga.

Zitsulo za Roi ziyenera kuphatikizidwa ochepetsa kutacha, zopereka, ndalama zosungitsa ndalama, ndi mphamvu zamagetsi. Zambiri zopindulitsa pogwiritsa ntchito maziko oyambira a Norline ndi ma bency. Funsira Dongosolo la Dloitte's Roi la njira yodziwikiratu ndi njira yodziwira za Peer.

Nkhani Zapadziko Lonse Lapansi ndi Roi

Phunziro lokonzanso AI

Wopanga mankhwala apadziko lonse lapansi adayang'anira kuwunika kwa AI - Kuwunika kwa malo opangira 15 Njira yothetsera njira yosinthira, yofananira, ndi makina kuphunzira a algorithms kulosera za zida za 2-4 pasadakhale. Msika wotsimikizika umafotokoza zikalata izi.

Zotsatira za kuchulukana ndizogula $ 2.1 miliyoni miliyoni kuchokera kuzinthu zotayika, zotsika mtengo, komanso zokhazikika. Dongosolo limalipira zokha mkati mwa miyezi 14 kudzera pakugwiritsa ntchito katundu wambiri komanso zida zowonjezera zida zowonjezera. Kukonzanso tsopano kumaphimba 85% ya zida zotsutsa zomwe zili ndi zonena za 94%.

Kusintha kwa AI-Kuwongolera

Wopanga semiconduct yogawidwa m'matumbo - aI Njira yothetsera njira yoyendera njira yokhala ndi kusanthula kwachithunzi komanso njira yeniyeni yoyankha bwino. Kukwaniritsa kofunikira miyezi isanu ndi umodzi ndi kusokonekera kochepa.

Kusanthula kwa Roi kumawonetsa $ 3.8 miliyoni mtengo wapachaka kuchokera kuchepetsedwa, mtengo wotsika kwambiri, komanso kuchuluka kwa zisangalalo. Dongosolo limalongosola zinthu 50,000 tsiku lililonse malinga ndi miyezo yapadera. Kuphatikiza kwa deta ya data ndi kachitidwe ka mes kumapangitsa kusintha kwa nthawi yeniyeni komanso kusintha kosalekeza.

Chitsanzo cha digito-twin

Magawo aopanga amapangira mapazi opezeka digito kuti mupange mizere itatu kupanga, ndikuchepetsa msika wa 18% ndikuthandizira kutumizidwa kwatsopano kwa zinthu zatsopano. Platifomu ya digito imaphatikiza mitundu ya CAD, pulogalamu yosinthira, ndi deta yeniyeni yopanga nthawi yotsatsa.

Kuzindikira kwa Murdor Ripoti ya Digital Twin Kukula pa 18.7% CAGR yomwe imayendetsedwa ndi nkhani zofananira. Phindu limaphatikizapo 25% yopanga mwachangu kwambiri, 30% kuchepetsa mtengo wamagetsi, komanso kukhala ndi phindu lopanga bwino pogwiritsa ntchito kuyezetsa.

Kusintha kwa Msika ndi Mtambo-Erp

Magawo a Magalimoto Opanda Mafuta Othandizira Kusakanikirana Pamalo Oyambirira Omwe Akupanga Kupanga kwa Mitambo, Kukwaniritsa 15% Kuchepetsa kwa 15% mwachangu. Kukhazikitsa kumeneku kunaphatikizidwa ndi magwiridwe antchito, kuyika ulalo wamagetsi, komanso ma dashboadi enieni.

Zotsatira za Kusinthaku kumasinthanso kusinthasintha kwa buku la anthu, kuchepetsedwa kwa Mauthenga, komanso kuthekera kwa makasitomala. Mtengo wofuna kukonza mitambo wochotsedwa ku Server ndikupereka mapulogalamu osintha. Kampaniyo tsopano ikukonzekera 25% maoda ambiri okhala ndi ndodo yomwe imayang'anira pomwe amakonza zitsulo zoperekera.

Kukhazikitsa machitidwe abwino komanso zomwe zikuchitika mtsogolo

Sinthani magwiridwe antchito ndi ogwira ntchito kuthamanga

Kukonzanso kwanzeru kwabwino kumafunikira mapulogalamu oyang'anira oyang'anira oyang'anira omwe ali ndi othandizirana ndi njira zoyankhulirana. Khazikitsani magulu aoyendetsa ndege kuti awonetsere phindu ndikumanga otsutsa. Pangani njira zosinthira kuti musinthe komanso kusintha.

Ogwira ntchito kukweza amayang'ana kwambiri pazambiri za deta, zowongolera zida zamagetsi, ndi zida za digito. Kafukufuku wa Deloitte akuwonetsa 78% ya opanga amagawa bajeti yayikulu yophunzitsira mwanzeru. Khalani ndi luso la FAMEMEPS ndi mapulogalamu othandizira kuti atsimikizire bwino.

Kuwongolera deta, chitetezo, ndi kutsatira

Kukhazikitsa maboma okwanira kufotokozera za umwini wa deta, miyezo yapamwamba, komanso zofunikira pakuwunika. Khazikitsani mapulani a deta ya data ndi njira zowongolera zogwirizana ndi zofunikira zabizinesi. Pangani njira zosungira za deta ndi kubwezeretsa njira zopitilira bizinesi.

Zofunikira kutsatira zimasiyana ndi geography. Maofesi aku Europe ayenera kuthana ndi malangizo achinsinsi a GDPR pomwe maopareshoni amalingalira zofuna za CCPA. Khazikitsani mfundo zachinsinsi ndi zomwe zimapangitsa kuti zigwirizane zonse. Sungani zolembedwa kuti mufotokozere mafotokozedwe a Recturetory.

Kuyika kolowera vs. Big-Bang njira

Njira zophatikizira zimachepetsa chiopsezo cha kukwaniritsa kudzera pakuwonjezera ntchito ndikuphunzira. Yambani ndi kuvala magwiridwe antchito, kenako onjezerani ai / iot zigawo monga njira yothandizira imayamba. Njira imeneyi imathandizira kuti ziwonekere ndi kuchepetsa kusokonezeka.

Kukhazikika kwakukulu kwa bang kumathandizira kuti Roi Reveling koma amafunikira kukonzekera kwakukulu ndikukhazikitsa chiopsezo kuchepetsa. Ganizirani njira ya hybrid kuphatikiza malo ogwiritsidwira ntchito ndi chiwonetsero cha module. Yesani kusintha kwa katswiri komanso kusinthika kwaukadaulo posankha njira zokwaniritsira.

Zochitika zomwe zikuwoneka zopanga mafakitale anzeru

Zochitika zinayi zikuluzikulu zidzapangitsa kuti chisinthiko cha m'ma 2030. Mtsinje wa AI umabweretsa makadi ophunzirira mwachindunji kupanga zida zopanga, kukonza machenjerero ndikuwongolera chisankho chenicheni. Ma Netracks achinsinsi 5g amathandizira kulumikizana kodalirika, kocheperako-kocheperako kwa mapulogalamu amisala.

Kupanga kokhazikika kumaphatikiza chilengedwe chowunikira zachilengedwe ndi mphamvu za mphamvu mu nsanja zanzeru. Maloboti oyendetsa pawokha amaphatikiza ai podzipangira zodzilamulira komanso mgwirizano wa anthu. Makina a Mordar Progets Production amachepetsa zovuta ndi 40% kudzera pabwino kwambiri. Ogulitsa anzeru amalimbikitsa njira zosinthira kudutsa, Erp, AI / IOT, ndi magulu a Robotic, opanga omwe amathandizira kuti akwaniritse phindu lalikulu. Kuchita bwino kumadalira kusankhidwa mosamala potengera luso la kugwira ntchito, kuphatikiza, komanso zofunika kuchita. Kutsitsimutsa kwadziko lapansi kumawonetsa kusintha kwa zinthu 15-30% pamankhwala othandizira pazaka 12-24. Msika ukafika $ 790.91 Biliyoni Pofika 2030, opanga ayenera kulinganiza njira za digito. Yambirani kukhazikitsa gawo, kusinthika kwathunthu, ndikusintha matekinoloje monga m'mphepete mwa ai ndi ma rient 5g kuti muwonjezere maopaleshoni a ROI ndi amtsogolo.

Nthawi zambiri mafunso

Kodi ndimangodziyesa ngati Wogulitsa-Wogulitsa wa Smart ndi woyenera chomera changa?

Lumikizani zojambulajambula motsutsana ndi mes yanu, kasamalidwe kanu, ndikupereka zofunikira. Yesani kuphatikizidwa ndi maluso omwe ali nawo, makamaka miyezo yotseguka imathandizira ngati OPC UA ndi MTKNING. Unikani chiwopsezo cha kutumizidwa kwa magawo angapo ndikuwunika komwe kumatsimikiziridwa mu mafakitale ofanana. Khazikitsani mapulogalamu othandizira kuyendetsa zinthu mogwirizana ndi zitsulo zazikulu, pempho lofananira, ndikutsimikizira ogulitsa panjira yosinthira za digito.

Kodi nthawi yofanana bwanji yokonza njira yopangira wanzeru?

Kukhazikika kwambiri kumafunikira miyezi 6-12 kutengera mawonekedwe. Kukonzekera koyambirira ndi kukonzekera kwa deta kumatenga 2-3 miyezi kuphatikiza ndi mapangidwe opangidwa ndi dongosolo ndi zomangamanga. Kutumiza Kwachibale kumafunikira miyezi 3-6 yophimba kuyika, kusinthika, ndi maphunziro. Kutsanzira kwa Spot-Go-Live kumapititsa miyezi iwiri ndi kukonzanso. Kuyika ndalama zokulira ndalama koma kumachepetsa chiopsezo, pomwe kukhazikitsa mokwanira kumathandizira kuti Roi agwiritsidwe ntchito.

Kodi ndingatsimikizire bwanji chitetezo cha deta ndi chinsinsi polumikiza zida za IOT?

Kukhazikitsa TLSSTER TLS / SSL kulumikizana kwa zida zonse za chida ndi kufala kwa deta. Kutumiza kwa kuwongolera kwa ntchito zomwe zingalepheretse chilolezo chofunikira. Tsatirani IEC 62443 kwa mafakitale a pa intaneti komanso Iso 27001 kuti mumve zambiri zachilengedwe. Khazikitsani gawo la ma network Khazikitsani mayeso okhazikika komanso khalani ndi firmware yosinthidwa kudzera m'magulu oyang'anira.

Kodi mapulani omwe amayambitsa ntchito zopangira anzeru ndi ati?

Zolephera wamba zimaphatikizapo kuyang'aniridwa mosakwanira kuyang'anira ndi chithandizo chosakwanira cha utsogoleri ndi kulumikizana kosayenera. Kusauka kwa data kuchokera ku pulogalamu ya lead kumapanga kafukufuku wodalirika. Kupititsa patsogolo kusinthana kumawonjezera zovuta ndikuchepetsa pochepetsa kusinthasintha. Kukonzekera Kukonzekera Kuthana Kuyambira kumavumbula makina owopseza. Kuperewera kwa zitsulo zomveka kumapangitsa kuti pamwezi zikhale zovuta. Kulemba mokwanira pokonzekera, mapulogalamu wamba, komanso kutenga nawo mbali.

Kodi ndingatani kuti bizinesi yanga ikhale yopanga bwino ngati bizinesi yanga ikukula?

Sankhani nsanja, nsanja ya Copy-Bonata yokhala ndi APIS yotseguka othandizira kukulitsa mopanda kumanganso. Gwiritsani ntchito m'mphepete mwa m'mphepete kuti muwonjezere makonzedwe akutalikirana. Sankhani mayankho omwe amapereka kutumizidwa kwamitundu yambiri yokhala ndi zikwangwani zokhazikika ndi ma dashboadi apakati. Konzekerani kuchuluka kwa deta yofunikira kudzera mu scalable mkangano. Pangani njira zoyenera kuti muthandizire kutumizidwa kwatsopano ndikulingalira za ntchito zoyendetsedwa mwachangu.