Kubatanidzwa kweAI neIoT muRubber Deflashing Systems

By Mike Chen, Mutungamiriri weKugadzira | Makore gumi nemaviri zvichikwira muKugadzira Rabha |LinkedIn

Zvinhu Zvinokosha Zvaunofanira Kuziva

• Bharero rimwe chete reXCJ-G600 rinotenderera bharero re15 kg mumasekonzi 20-40 ega ega — madenderedzwa anopfuura 1,300 ane data-rich cycles pashaft yemaawa masere atovepo kuti atore IoT.
• Zvishandiso zveCryogenic deflashing zvinomhanya patembiricha inosvika −150 °C nekumhanya kweroller kwe20–70 RPM, uye kunyora zvinyorwa zvese izvi kunoratidza zvakananga marara enitrogen uye kudzika kweinsulation.
• Nekuti michina yakabatana inoratidza kufambiswa kwemabasa nekukurumidza, kugadzirisa kwekufungidzira kunowanzo shandura kumira kusina kurongwa kuita zvirongwa zvakarongwa zvepasi pemaminitsi makumi matatu (zvakajairika kubva kumapurojekiti evatengi vedu).
• Kutsiva mabheti ekugadzirisa: michina inofambiswa ne inverter yakaita se 7.5 kW XCJ-G600 inogona kubatanidzwa nema sensors ne edge gateway pachinzvimbo chekutenga kutsva.

Vagadziri vazhinji vatinoshanda navo vane michina yekudzima magetsi yakangwara padanho remuchina uye yakanyarara zvachose padanho remufekitori. Mutongi anoziva kumhanya kweroller; mushandi anoziva huremu hwebatch; timu yemhando yepamusoro inoziva mwero wekuramba - asi hapana anobatanidza zvitatu izvi. Kubviswa kwemagetsi ikoko ndiko chaiko kwakagadzirirwa mapurojekiti eAI neIoT kugadzirisa.

Chinyorwa chino chinotsanangura zvinorehwa nekubatanidzwa mune mamiriro ekugadzirisa, kuti ndeapi mapoinzi edata anofanirwa kubatanidzwa kutanga, uye gwara renzira rakarongwa rinoshanda kumafekitori madiki nepakati pane mafekitori akangwara ane hunyanzvi.

Chii Chinoreva AI neIoT Mumamiriro Ekudzikisa Mashandiro Emagetsi?

Indaneti yezvinhu (IoT) inzira yekubatanidza michina yeindasitiri kune network kuitira kuti data rayo rekushanda rigone kuunganidzwa, kuchengetwa, uye kuongororwa; hunyanzvi hwekugadzira (AI) isoftware layer inowana mapatani mudata iroro uye inokurudzira kana kuita sarudzo.Mukubvisa magetsi, maviri aya anoshanda semaviri: IoT inopa chiratidzo chisina kujeka, uye AI inoshandura chiratidzo kuita basa - inononotsa roller, inomisa bhandi rakasakara, kana kuparadzanisa boka rinofungidzirwa risati rasvika.

Zvinobatsira kufunga nezvemuchina wekubvisa madhairekitori senzvimbo yedata uye senzira yekubvisa madhairekitori. Kutenderera kwega kwega kwekubvisa madhairekitori nekufamba kwega kwega kwe cryogenic pasi pe -120 °C zvinoburitsa chigunwe chekumhanya, nguva, tembiricha, uye mutoro. Kana zvigunwe izvozvo zvachengetwa, mibvunzo yaimboda kuti mainjiniya amire pabharero kuti ashande nguva yakazara - "nguva dzemadhairekitori dzakatanga riini?" - inova mubvunzo wedashboard wemasekonzi gumi.

Ndeapi Mapoinzi Ekubvisa Data Akakodzera Kubatanidzwa Kutanga?

Tanga nezvinhu zvina zvinosarudza hunhu hwe deflashing: nguva yekutenderera, kumhanya kwe roller, tembiricha yekushanda, uye mutoro we batch.Dzinowanikwa pamuchina wega wega, dzinochinja kana chimwe chinhu chikatadza kushanda, uye dzinoenderana zvakananga nemigumisiro yechigadzirwa. Tafura iri pazasi inobatanidza shanduko yega yega nemitengo chaiyo yemidziyo uye kugona kwayo kugadzirisa.

Kukosha kwemidziyo kunobva kuPeji rechigadzirwa cheXCJ-G600uyetsanangudzo yemuchina wekubvisa mvura une nitrogen cryogenic deflashing.

Nekuti cryogenic embrittlement inhangemutange pakati pekupisa nenguva, marongero ekutonhodza akachengetwa ndiwo data rinonyanya kukosha pane cryogenic line.Kumhanya kunosvika pakukanganisa chinangwa mumaminitsi mashanu panzvimbo pe8 kwakachengetedza 37% yekufamba kwayo — kuchengetedza kusingaonekwe pawachi asi kuri pachena mudata.

Kufanotaura Kugadzirisa Kunochinja Sei Kuderedza Hupfumi?

Kugadzirisa zvinhu zvinofanotaurwa kunoshandisa data remafambiro ezvinhu — nguva dzinokwira dzekufamba, kuchinja kwesimba remota, kusagadzikana kwekupisa — kuronga basa chikamu chisati chakundikana, panzvimbo pekutevera.Musiyano wezvehupfumi wakanyanya: mota yekutyaira isina kushanda zvakanaka pakati pekushanda inomisa mutsetse, inokanganisa purogiramu, uye inogona kubvisa batch yakazara iri mukushanda, nepo kuchinjana kwakarongwa kwakaonekwa mavhiki maviri pakutanga kunoitika pakati pekushanda.

Muruzivo rwedu rwekutsigira mitsetse yekubvisa mvura mumafekitori evatengi, kutarisa kwakabatana kunowanzo ratidza madhiriji matatu kusvika mashanu anogona kuitwa pakota pamuchina mumwe chete - kazhinji kuwedzera kwenguva yekufamba zvishoma nezvishoma uye kutonhora kusingachinji - uye imwe neimwe inogona kugadziriswa muhwindo rakarongwa pasi pemaminitsi makumi matatu (hunhu hwakajairika kubva kumapurojekiti evatengi vedu; nhamba chaiyo dzinosiyana zvichienderana nemusanganiswa wemagetsi uye patani yekuchinja).Nekuti inverter ye7.5 kW pamuchina wakaita seXCJ-G600 inototaura nezvemota nedhijitari, mari yekupinda padanho iri rekutarisa inyaya yegedhi uye magadzirirwo, kwete hardware itsva.

Kunewo mukana wekutevedzera mitemo. Midziyo ine zvitupa zvekushandisaISO 9001vanokumbirwa kuratidza kuvandudzwa kuri kuramba kuchiitika; kurondwa kwedata rema parameter emuchina pabhechi imwe neimwe ndeimwe yehumbowo hwakajeka huchagamuchirwa nemuongorori wemabhuku.

Kuona kweMuchina Kunoenderana Papi neQuality Loop?

Kuona kwemuchina kunovhara denderedzwa rinosiyiwa nedata remasensa chete: makamera anoongorora zvikamu zvakabviswa simba, uye AI layer inoteedzera chikamu chega chega chakarambwa kudzokera kudenderedzwa chairo, kumhanya, uye tembiricha yakachigadzira.Izvi zvinoshandura kudzora mhando kubva pakuona kumashure kuenda pakuisa chidhiraivho.

Cheni inoshanda inoita seizvi: zvikamu zvinobuda mubharero rinoburitsa mvura, zvichipfuura nepakutarisa kuti zvinoramba zvichipenya here, uye zvikamu zvakachena zvinoramba zvichienderera mberi.muchina wekuparadzanisa rabhaiyo inoronga chigadzirwa chakanaka kubva mumarara akachekwa. Kana sisitimu yekuona ikanyora cluster yekuramba, AI inoenzanisa timestamps nedata rebharero uye inopindura mubvunzo unokosha: iyi yaive compound yakaipa here, roller speed isiriyo, kana batch yaive 2 kg pamusoro pespec?

Mitsetse yeCryogenic inowana zvakawanda kubva mukusanganiswa uku. Cryogenic deflashing inoita kuti chigadzirwa chipfuure ne98% kana ma parameter akagadzikana, saka kunyangwe kutsauka kudiki - curve inotonhorera inodziya ne10 °C kupfuura baseline - kwakakodzera kubata isati yadhura mapoinzi matatu ekukohwa.

Nzira Yekubatanidza Yakajeka Inotaridzika Sei?

Maitiro anoshanda emiti yakawanda yerabha ane matanho matatu: kubatanidza, kuongorora, wobva wagadzirisa - nenzira iyoyo, pamuchina mumwe chete usati watanga tambo yese.Kuedza kuita sarudzo otomatiki data risati ravapo ndiyo nzira inonyanya kukundikana yatinoona mumapurojekiti eIndustry 4.0.

1. Batanidza muchina mumwe chete wobva watsanangura hwaro hwekutanga.Isa gateway remucheto pane imwe chete deflashing unit — itsva, inonyanya kushandiswa ne inverter — uye log cycle nguva, kumhanya, tembiricha, uye mutoro kwemazuva makumi matanhatu pasina kuchinja chero chinhu, saka "zvakajairika" zvinoyerwa pane kungofungidzirwa.
2. Ongorora uchienzanisa nemigumisiro yemhando yepamusoro.Sanganisa data remuchina nerekodhi dzekurambwa kubva pakuongorora, uye rega AI layer (kana spreadsheet yakanaka, zvechokwadi) itsvage hukama huripo pakati pezviitiko zve parameter drift ne quality events.
3. Gadzirisa neruzivo rwekuvhara.Isa miganho yekuzivisa kubva pakutanga, woiendesa kumafoni evashandisi kana padashboard yefekitori, wobva wafunga nezvekugadzirisa otomatiki - danho rinoda kutonga kwakanyanya uye kusanyanya kudiwa.

Ndezvipi Zvipingamupinyi Zvakatendeseka?

AI neIoT hazvigadzirise maitiro asina kugadzikana, dhiramu rakasakara, kana chakuvhuvhu chisina kunyatsotsanangurwa - vanongotaura matambudziko iwayo nekukurumidza uye nemazvo.Kubatanidzwa kunowedzera kutonga kwakanaka kwemaitiro; hakutsivi izvozvo.

Zvimwe zviviri zvatingachenjerera kubva pane zvakaitika papurojekiti yedu. Chekutanga, mashandiro madiki anogadzira data rakatetepa: modhi yeAI yakadzidziswa pamatanho mazana matatu eO-ring imwe chete haizofambiswi zvakanaka kumhuri ine zvikamu makumi mana zvenguva pfupi, saka zvinotarisirwa zvinofanira kuiswa pamusanganiswa wega wega wechigadzirwa. Chechipiri, kubatana kune nzvimbo yekuchengetedza - gwara rakadai sezviwanikwa zvekuchengetedza cybersecurity zvakaburitswa neNISTzvakakodzera kuverenga usati watanga kushandisa gateway.Nekuti sero rinodzima magetsi hariwanzo shandiswa pa internet zvichienderana nekugadzirwa kwaro, network yefekitori yakakamurwa zvakanaka inoita kuti njodzi iwedzere, asi "yakagadzikana" haisi "zero" uye inofanira kuverengerwa bhajeti.

Mhedziso: Batanidza Data Rawatova Naro

Kubvisa rabha kwakanyatsokodzera kubatanidzwa kweAI neIoT, nekuda kwechimwe chikonzero chiri nyore: michina iyi yatove ichishanda pane zvinogadziriswa nemazvo, zvinogona kuverengerwa. Batch ye15 kg, 20-40 seconds cycle, −150 °C ceiling, 20-70 RPM roller range — idzi i data points dzakamirira kuunganidzwa, uye imwe neimwe ine ruzivo rwemhando yepamusoro.

Kana uri kuronga mari yekudyara mumidziyo inotevera, sarudza michina ine vanodzora vanoburitsa ruzivo irworwo zvakanaka.muchina wekubvisa rabha wakazarakubva kuXiamen Xingchangjia, kana kutitumirai mifananidzo yenyu yezvikamu uye zvinobuda muchinangwa — timu yedu yeinjiniya ichakurudzira dhizaini yekubvisa magetsi ine sarudzo dzekubatanidza dzakafanana nedanho reotomatiki refekitori yenyu.