Kei te tere haere te ako mīhini hei tetahi o ngā taputapu tino kaha e wātea ana ki ngā tohunga CAD, e āwhina ana ki te whakahaere aunoa i ngā mahi auau, te arotau i ngā hoahoa, me te whakateretere i ngā rerenga mahi hangarau. Mō ngā tohunga CAD, koinei te taahiraa nui e whai ake nei i roto i te hoahoa me te hangarau. He nui atu i ngā tuhinga me ngā makaro māmā, e kawe mai ana i te aunoatanga atamai me te auahatanga e whakahaerehia ana e ngā raraunga. Ina whakauruhia e koe te ML ki roto i tō rerenga mahi, ka taea e ia te whakarerekē i te huarahi e whakahaere ai koe i ngā mea katoa, mai i ngā mahi o ia rā ki ngā whakatauira uaua. Mā tēnei ka wātea koe ki te arotahi ki ngā whakaaro hou.
Ki te mea kua rite koe ki te titiro ki tua atu i ngā kōrero hou, engari ki te kite i te mahi a te ML, mā tēnei aratohu koe e whakaatu ki te āhua o tana whakarerekētanga i te ao CAD me ngā mea ka taea e koe te mahi hei tīmata ki te whakamahi tika.
Te Aunoa i ngā Mahi CAD Whakahoki
E mōhio ana ngā kaihoahoa katoa ki te mamae o ngā mahi auau, iti te uara. Whakaarohia te horoi i ngā āhuahanga kawemai, te tāpiri i ngā porowhita me ngā anga paerewa, te hanga rānei i ngā tirohanga tuhi 2D. Ahakoa ka taea e ngā tuhinga te whakahaere aunoa i ngā mahi pumau, ka taea e te ako mīhini te kawe i ngā mea ki tua atu. Ka taea e te tauira ML te ako mai i ngā mea kua mahia e koe i mua hei matapae i tāu e mahi ai i muri mai.
Hei tauira, ka taea e tētahi pūnaha rorohiko te tirotiro i ngā mano tini o ō hoahoa tawhito hei whakatau i te huarahi e whakatau ai koe i ētahi raruraru āhuahanga, i te whakanoho rānei i ngā wāhanga paerewa. I roto i te wā, ka tīmata pea te whakaaro, te whakahaere aunoa rānei i ēnei mahi me te tino tika. He rite ki te whai i tētahi kaiawhina atamai e mārama ana ki tō momo hoahoa whaiaro. Kei te rapu huarahi kē ngā kamupene pūmanawa nui ki te whakakotahi i a Forge me te Ako Mīhini hei whakaoti i ēnei raruraru, ka huri i ngā hāora mahi hoha hei meneti noa iho.
Te Hanga i tō Tohungatanga ML
He tīmatanga pai te tākaro ki ngā āhuatanga ML i roto i tō pūmanawa CAD. Engari kia tino whai hua ai, me mārama koe ki ngā ariā taketake kei muri. Ehara i te mea me noho koe hei kaihōtaka wā-katoa. Heoi anō, he mea nui te mārama ki te ako a ngā rauropi mai i ngā raraunga hei whakamahi pai i aua mea i roto i te hangarau.
Ko te hanga i tēnei tohungatanga ko te haere ki tua atu i ngā akoranga māmā me te whakauru atu ki te ako hanganga. Ina mārama koe ki ngā ariā pēnei i ngā whatunga io, te whakatauira, me te whakarōpūtanga, ka taea e koe te whiriwhiri i te huarahi ML tika mō tētahi wero hoahoa motuhake. I te mea ka piki haere te whakaurunga o te ako mīhini ki roto i te pūmanawa hangarau, ko te mārama ki ngā mātāpono kei muri i ēnei pūnaha kei te noho hei pūkenga nui mō ngā tohunga CAD. Mena kei te hiahia nui koe ki te noho hei kaiārahi i tēnei mara hou, ko te whiwhi tohu mātauranga ōkawa pēnei i te tohu paerua matauranga horihori ka taea te hoatu ki a koe te mātauranga matua e hiahiatia ana e koe. Ma tenei ka awhina koe ki te hanga me te whakamahi i ngā otinga ML ritenga mō ngā tukanga hoahoa me te hanga uaua. Ko tēnei momo tohungatanga te mea e wehewehe ana i te hunga e whakamahi noa ana i ngā taputapu ML mai i te hunga e hanga ana i ngā otinga e whakahaerehia ana e te ML.
Nga Whakatau Hoahoa Raraunga
Ko tētahi o ngā mea tino whakahihiri e kawea mai ana e te ako mīhini ki te CAD ko te hoahoa whakaputa. Ka tino hurihia e tēnei te tukanga hoahoa noa. Engari i te hoahoa i tētahi mea, kātahi ka whakamātautau, ka tīmata mā te tautuhi i te raruraru. Ka tāpirihia e koe ngā tawhā pēnei i ngā rauemi, te āhua o te hanga, ngā kawenga e tika ana kia whakahaerea, me ngā herenga utu.
Kātahi ka tūhuratia e te rauropi ML ngā otinga katoa, ka hangaia he rau, he mano rānei ngā kōwhiringa hoahoa kua arotauhia e rite ana ki ō paearu. Mā tēnei ka taea e koe te kimi i ngā otinga auaha, ā, he maha ngā wā kāore i te tumanakohia, kāore pea i whakaarohia e te kaihoahoa tangata. He tauira kaha tēnei o te aunoatanga hoahoa mō ngā tohunga CAD . Ka neke te tūranga o te kaihoahoa mai i te tuhi mea ki te whiriwhiri i ngā kōwhiringa kua arotauhia pai rawa atu. Māu e ārahi te tukanga, ā, ka whakatau i ngā whakataunga auaha me ngā whakataunga rautaki whakamutunga i runga i ngā tono e tautokona ana e ngā raraunga.
Te Arotau i te Whakatauira me te Tātari
He tino kaha te Tātari Huānga Mutunga (FEA) me te Aromatawai Wai Rorohiko (CFD), engari e mōhiotia ana hoki mō te whakamahi i te maha o ngā rauemi me te roa o te wā. Ka roa pea te whakahaere i tētahi whakatauira taipitopito, tae noa ki ngā hāora, ka roa pea ngā rā, ā, ka whakaroa i te tukanga hoahoa.
Mā te ako mīhini ka tere ake te tere o tēnei mahi. Mā te whakangungu i tētahi tauira ML i runga i ngā hua mai i ngā whakatauira o mua, ka taea e koe te waihanga i tētahi taputapu e matapae ana i ngā hua tātari tata tonu mō ngā rerekētanga hoahoa hou. Kāore tēnei "tauira whakakapi" e whakakapi katoa i ngā whakatauira taipitopito. Engari, he tirotiro tuatahi tere. Ka taea e koe te tūhura tere i ngā huringa hoahoa maha atu, ka tiakina te tātaritanga katoa, taipitopito mō ngā whakaaro tino whai hua anake.
Ngā Utauta ML Whaihua mō ngā Kaihoahoa
Ehara te ako mīhini i te ariā noa iho i ēnei rā; kua whakauruhia kētia ki roto i ngā taputapu maha e whakamahia ana e koe. Ko te huarahi pai ki te mārama ki tōna pānga ko te whakamātau i a koe anō.
- Autodesk Fusion 360: He tauira pai rawa atu o te mahi a te ML te wāhi mahi hoahoa whakaputa. Mā tēnei ka taea e ngā kaiwhakamahi te tautuhi i ngā raruraru me te whiwhi i ngā hua hoahoa tino pai.
- NGĀ MAHI TŪTURU: Ka whakamahia e ngā āhuatanga pēnei i te "Kaiāwhina Kōwhiringa" te ako mīhini hei matapae ko ēhea atu tūemi e hiahia ana koe ki te tīpako i runga i ō kōwhiringa tuatahi.
- nTopology: I hangaia tēnei tūāpapa mai i te tīmatanga i runga i te whakatauira rorohiko matatau, mā te whakamahi i ngā rauropi hei waihanga i ngā wāhanga uaua, mahi teitei e kore e taea te hoahoa ā-ringa.
- PTC Creo: He rite tonu ngā āheinga o te toronga Creo Generative Topology Optimisation, e āwhina ana i ngā kaihangarau ki te waihanga i ngā hoahoa hua kua arotauhia i runga i ngā whāinga me ngā herenga mahi.
Ko te tirotiro i ngā āhuatanga ML o tō pūmanawa tino pai te huarahi tere ki te tīmata ki te whakamahi i ēnei tikanga matatau i roto i tō mahi o ia rā.
Ko te matatau ki te ako mīhini kei te noho hei pūkenga matua mā ngā kaihoahoa me ngā miihini. Mā te whakahaere aunoa i ngā mahi hoha, te whakamahi i ngā raraunga hei hanga kōwhiringa auaha, me te tere ake o te tātari, ka taea e koe te whakanoho i tō tohungatanga ki te wāhi tino nui: te hanga hua pai ake.
