Indasitiri yemotokari yakaona kufambira mberi kwakakura mumakumi mashoma emakore apfuura, inoratidzwa neakakosha matekinoroji akatsanangura patsva zvekufambisa. Kuitwa kwehunyanzvi hwedhijitari uye masisitimu akangwara kwave kwakakosha mukufambira mberi uku, zvichiita kuti mota dzisangove nzira dzekufambisa asi michina yakaomesesa inokwanisa kudyidzana nenzvimbo yadzinogara uye kuwedzera ruzivo rwekutyaira.  Kuenderera mberi hunyanzvi kunoramba kuri pamwoyo weindasitiri yemotokari. Mainjiniya nevagadziri vanoita basa rakakosha mukuwedzera mikana yezvinogonekwa nemotokari. Mumwe wakadai ndiChirag Shah, ane basa mumadhijitari ekumhanya, mavhiri rim masisitimu, uye mabhatiri manejimendi masisitimu anomira sechiratidzo chesimba rekuvandudza mukushandura mota yemotokari. Kuzvipira kwaChirag kusimudzira matekinoroji ekugadzirisa matambudziko akaomarara kunosimbisa kukosha kwekuvandudza mukuchengetedza kusimba kweindasitiri uye kugonesa kufambira mberi mune ramangwana.  Kufuridzirwa Kuseri kwePatents  Iyo genesis yematende seDhijitari Speedometer uye Digital Wheel Rim Configuration iri muChirag chakadzama chishuwo chehunyanzvi hwemotokari. Rwendo rwake mukugadzira yakanyatsojeka yedhijitari yekumhanyisa yakafambiswa nekunzwisisa psychology yemunhu uye kukosha kweiyo chaiyo yekumhanyisa kutarisa kwekuchengetedza. "Ndakaziva kuti analog yechinyakare uye kunyange mamwe madhijitari ekumhanya anowanzo kuratidza kumhanya kwakakwira zvishoma pane kumhanya chaiko," Chirag anotsanangura, "zvichifurira vatyairi kuchengetedza kudzora uye kugara mukati memiganhu yakachengeteka."  Hunyanzvi hwake mukumisikidzwa kwesoftware kusimudzira uye sisitimu simulation yaive yakakosha mukuwana sipidhita inobatanidza zvisina musono neazvino masystem emotokari, achipa kuita kwakavimbika mumamiriro akasiyana ekutyaira.  Muchirevo cheiyo Digital Wheel Rim Configuration, Chirag akafungidzira kubatanidza aesthetics nehunyanzvi tekinoroji kusimudzira kuita kwemotokari. Yakafemerwa nekugona kwekushandisa zvekucheka-kumucheto zvinhu uye yakapfava magadzirirwo ekudzikisa huremu nekuvandudza aerodynamics, Chirag ine chinangwa chekusimudzira kushanda kwemafuta. Pamusoro pezvo, nekubatanidza zviratidziro zvedhijitari mumarimu kuti atarise kudzvanywa kwetayi, tembiricha, uye metrics ekuita, Chirag akatsvaga kupa vatyairi kudzora zvirinani uye kugadzirisa sarudzo. Basa rake rinoratidza kuzvipira kusundidzira miganhu yeinjiniya yemotokari, kusanganisa hunyanzvi nekushanda kunoshanda kusimudzira zvakanyanya kuchengetedzeka kwemotokari, kuita, uye ruzivo rwemushandisi.  Kukurudzira Kunyora paAI muMotokari Kuchengetedzeka  Chirag's motivation yekunyora "Vehicle Safety Using Artificial Intelligence" uye "Ramangwana Rezvekufambisa: Zvitsva muIndasitiri Yemotokari Achishandisa AI/ML" yakadzika midzi muruzivo rwake rwakakura uye kuzvipira kusimudzira indasitiri yemotokari. Iine hwaro hwakasimba mukusimudzirwa kwesoftware, kutonga kubatanidzwa, uye sisitimu simulation, Chirag akazvionera ega simba rekushandura reAI mukusimudzira kuchengetedzwa kwemotokari uye kushanda zvakanaka. Akatungamirirwa kuti aongorore uye anyore nzira dzeshanduko dzeAI dzinogona kukwidziridza-chaiyo-nguva data data kubva kumasensa emotokari, zvakanyanya kuvandudza kuita sarudzo mumotokari dzinozvimiririra uye dzakazvimiririra. Chirag anoti chinangwa chake chaive chekugadzira sosi inotsanangura kufambira mberi kwetekinoroji uye inopa muono wakakura wekupedzisira kuvavarira kuderedza tsaona nekuponesa hupenyu. "Kunyora bhuku rino kwakandibvumira kubatanidza hunyanzvi hwangu hwehunyanzvi nechiono chakakura chekugadzira nzira dzakachengeteka kumunhu wese," Chirag anotsanangura, achisimbisa kuzvipira kwake kusimudzira AI yekuvandudza kwakakosha kwekuchengetedza.  Mu "Ramangwana Rezvekufambisa: Magadzirirwo muIndasitiri Yemotokari Achishandisa AI / ML," Chirag anoongorora shanduko yetekinoroji mukati mechikamu chemotokari, achiratidza kuti AI neML zviri kubatanidzwa sei muzvikamu zvakasiyana zvekufambisa. Anosimbisa mukana wekushandura wetekinoroji idzi mukugadzira hungwaru, hunoshanda, uye nharaunda inochengetedza masisitimu ekufambisa. Nekugovera ruzivo rwake uye zviitiko, Chirag anotarisira kukurudzira vamwe mumhizha kuti vaongorore mikana isingagumi yeAI neML, kuratidza kutenda kwake musimba re teknolojia yekufambisa shanduko yakanaka mumotokari yemotokari. Kuburikidza nezvinyorwa zvake, ane chinangwa chekushongedza nyanzvi, vagadziri vemitemo, uye tekinoroji neruzivo runodiwa kufamba uye kubudirira mune ino nyika inokurumidza kubuda.   Matambudziko muBattery Management System Projects  Kuvimbisa kuvimbika uye kuchengeteka kwemabhatiri pasi pemamiriro akasiyana-siyana ekushanda kwaive kwakakosha mubasa raChirag paBattery Management Systems (BMS) yeMagetsi Vehicles (EVs) paGeneral Motors. Chinhu chikuru chaive chekutarisisa nekudzora machaji ebhatiri, mamiriro ehutano, uye mamiriro ehupenyu kudzivirira kukundikana kana mamiriro ane njodzi. Chirag akashandisa nzira dzepamusoro dzekutarisa achishandisa ese analog uye dijitari sensors, pamwe chete ne microcontrollers, kuunganidza chaiyo-nguva data pane yakakosha paramita sevoltage, yazvino, uye ambient tembiricha. Iyi nzira yaive yakakosha mukuchengetedza mamiriro ebhatiri. Chirag anoratidza, "Imwe yematambudziko makuru aive ekuona kuti BMS inogona kubata zvakasiyana-siyana zvakavimbika - tarisiro yedu yaive pakurongeka uye kuchengeteka nguva dzese."  Rimwe dambudziko guru rakatarisana naChirag raive kugadzira maalgorithms ekufanotaura kwakaringana zvichienderana nekuderedzwa kwebhatiri uye mileage yemotokari. Izvi zvaive zvakakosha mukuvandudza kuita kwese uye kuvimbika kweEVs. Kuburikidza nekuongorora kwakadzama uye kuenzanisa kwemaitiro ekushatisa bhatiri, Chirag yakasimbisa huchokwadi hwekufungidzira kwakasiyana, zvichitungamira kune mamwe maEV akavimbika. Akaitawo basa rakakosha mukugadzira yakasimba simulation framework, iyo yakatsigira co-simulation uye chaiyo yekubatanidza mota, kuvandudza zvakanyanya kusimudzira uye maitiro ekuyedza. Hungwaru hwake hwekugadzirisa matambudziko uye kubatana nezvikwata zvemuchinjika-zvinoshanda zvaive zvakakosha mukukunda matambudziko aya, zvichizoguma nekuita kwakawanda uye kwakavimbika bhatiri manejimendi masisitimu eEVs.  Impact yeGM Service Milestone Recognition  Kugamuchira GM's Service Milestone Recognition yakapesvedzera zvakanyanya maitiro aChirag ekushanda uye hunyanzvi, kushanda sekusimbisa uye kukurudzira. Kubvuma uku kunosimbisa kuzvipira kwake kuita zvakanaka, zvichimukurudzira kusimudzira mwero wepamusoro mukuedza kwese. Sezvinoratidzwa naChirag, "Kuzivikanwa nekuda kwekuzvipira kwangu uye mipiro kunoisa pfungwa yekudada uye mutoro, zvinondiita kuti ndisundire miganhu nekuongorora zvitsva, zvigadziriso zvitsva." Kuzivikanwa uku kunowedzerawo kuvimba kwaChirag mukutungamira mapurojekiti nekubatana muzvikwata zvese, zvichimupa simba rekutarisana nematambudziko akaomarara nechido chitsva. Inoita sechiyeuchidzo chebasa rakakosha rekushandira pamwe, richimukurudzira kusimudzira nharaunda umo mazano anogona kuchinjana zvakasununguka uye mhinduro dzakagadzirwa nemazvo. Uyu mweya wekubatana wakakosha pakuvandudza, sezvo uchiunza pamwe maonero akasiyana uye hunyanzvi, zvichikonzera mhedzisiro yakasimba uye yekugadzira. Pakupedzisira, kuzivikanwa uku kunokurudzira Chirag kuti arambe achitsvaga kuvandudzwa, kuseta zvibodzwa zvepamusoro uye kugamuchira kufambira mberi mune tekinoroji.  Nzira dzeKugadzira Kubudirira  Muhurukuro yake yemusangano, Chirag akasimbisa kukosha kwekuita nemazvo uye kuvhara maburi mukugadzira mota nekupa nzira dzinoverengeka dzinokanganisa. Imwe nzira yakakosha yaive kushandiswa kweStatistical Quality Control (SQC) maitiro, ayo Chirag akatsanangura akakosha pakutarisa-nguva chaiyo uye kutonga kwemaitiro ekugadzira. "Nekushandisa maturusi akadai semachati ekudzora uye kuongororwa kwekusiyana, tinogona kuona misiyano uye hurema hunogona kuitika, tichibvumira zviito zvekugadzirisa nekukurumidza," akadaro Chirag. Iyi nzira inosimudzira zvakanyanya kuenderana kwechigadzirwa uye mhando, kuderedza kuremara uye kudiwa kwekugadzirisa zvakare.  Chirag akasimbisawo basa reDesign of Experiments (DOE) mukugadzirisa maparamendi ekugadzira. Nekunyatso kusiyanisa makiyi maitiro maparamita, DOE inobatsira mukuona iwo akanyanya mamiriro ekugadzirwa, nekudaro inovandudza ese echigadzirwa mhando uye kuita basa. Pamusoro pezvo, Chirag akasimbisa kutorwa kwemaitiro epamusoro emetrology, senge laser scanning uye kurongedza michina yekuyeresa, kuve nechokwadi kurongeka uye kuiswa kwezvikamu. Aya maitiro pamwe chete anobatsira mukugutsikana kwevatengi kwakanyanya, kuderedzwa kwewaranti yezvichemo, uye kubudirira kwese muindasitiri yekugadzira mota.   AI-enabled Quality Control  AI-inogonesa kudzora kwemhando mukugadzira mota, sezvakaratidzwa nebasa raChirag, inosimudzira zvakanyanya kurongeka uye kugona kwegap control process. Kugona kweAI kuongorora huwandu hukuru hwe data yakaunganidzwa kubva kuma sensors uye makamera munguva chaiyo inoita basa rakakosha mukuona kunyangwe kudiki diki kutsauka muzviyero zvegap, izvo zvinogona kupotsa nevanoongorora vanhu. "Iyo chaiyo-nguva yekutarisa kugona kweAI masisitimu inovimbisa kuti chero kukanganisa kunobva kwaiswa chiratidzo, zvichibvumira kukurumidza kugadzirisa," Chirag anotsanangura. Kugona uku kunoderedza hurema uye kunoita kuti zvigadzirwa zvinosangana neakaomesesa emhando zviyero.  Pamusoro pezvo, Chirag inosimbisa kukosha kweAI-inofambiswa nekufungidzira analytics mukudzivirira zvinogona kuitika zvisati zvaitika. Nekuongorora dhata renhoroondo, masisitimu eAI anogona kuona mapatani uye kunyevera timu yekudzora mhando kuti igadzirise zvinodiwa, kugadzirisa maitiro ekugadzira uye kuderedza marara. Uyezve, Chirag anonongedza kuti otomatiki ekuongorora masisitimu anoshandisa AI algorithms anopa nzira inokurumidza uye inowirirana kupfuura yekuongorora nemaoko, inovandudza zvakanyanya kuvimbiswa kwemhando. Kunzwisisa kwaChirag kunoratidza kuti kubatanidzwa kweAI kunotungamirira sei kuenderera mberi kwekuvandudzwa kwemaitiro ekugadzira, zvichikonzera zvigadzirwa zvepamusoro-soro uye nzira dzekugadzira dzinoshanda.  Kufambira mberi muMagetsi Vehicle Technology  Shanda pamaparallel flashing modules neVSPY kuGeneral Motors, inotungamirwa naChirag, inomiririra kufambira mberi kwakakosha muhunyanzvi hwemotokari yemagetsi, kunyanya munzvimbo yemagetsi emotokari. Kuoma kwemota dzemazuvano kwawedzera zvakanyanya, nemakomputa mazhinji akabatana mumatiweki akaomarara, anosanganisira main, sub, uye multimedia network. Chirag anosimbisa basa rakakosha reVehicle Spy mukufambisa kuomarara uku, achiti, "Magetsi mumotokari akura kusvika padanho risati ramboitika rekuomarara, uye Vehicle Spy inobatsira kutarisana nedambudziko iri nemidziyo yakagadzirirwa kukurumidza kuwana ruzivo uye nekuwedzera kubereka."  Kugona kweVehicle Spy kugadzira, kuyedza, uye kuongorora aya akaomarara anetiweki masisitimu akakosha pakuvandudza uye kuoneswa kwemagetsi emotokari, ayo akakosha pakushanda kwemotokari dzemagetsi. Chirag anosimbisa kuti software ine akawanda maturusi ekubatsira vashandisi kuwana ruzivo nekukurumidza, izvo zvakakosha kune inoshanda uye yakaringana diagnostics uye system optimization. Ichi chirongwa hachingonatsiridza kuvimbika uye kushanda kwemotokari dzemagetsi asi zvakare inokwenenzvera nzira yekusimudzira, zvichiita kuti zvive nyore kubata emagetsi emhando yepamusoro akabatanidzwa kune maEV emazuva ano.  Pesvedzero yeSinhanhatu Sigma Chitupa paHutungamiri  Dhizaini yaChirag yeSix Sigma Black Belt certification yanga yakakosha mukugadzirisa maitiro ake ehutungamiriri uye manejimendi eprojekiti. Ichi chitupa chakamupa hwaro hwakasimba uye akasiyana maturusi akagadzirirwa kusimudzira kunaka nekushanda kwemapurojekiti ake. Kuburikidza nekushandiswa kwemaitiro akaita seFishbone madhayagiramu uye 5 Nei, Chirag inozivisa zvine hungwaru uye inogadzirisa zviri pasi pezvinhu, zvichitungamira kune zvinobudirira uye zvinogoneka mhinduro.  Chirag anosimbisa kukosha kweiyo DMAIC methodology, musimboti weSix Sigma, mubasa rake. “Nekutevera nhanho dzeDMAIC, ndinokwanisa kuronga mapurojekiti nemazvo, kumisa zvinangwa zvakajeka, uye kuita budiriro dzakanangwa,” anotsanangura kudaro. Iyi methodical nzira inovimbisa kuti mapurojekiti ake anogara achizadzisa zvinangwa zvavo achichengetedza yakakwirira yemhando. Six Sigma certification yake, saka, yanga iri ibwe repakona mukutyaira zvakabudirira mhedzisiro uye nekukurudzira tsika yekuenderera mberi kuvandudza mukati mezvikwata zvake.  Mipiro yaChirag kune tekinoroji yemotokari inocherechedzwa kwete chete nehungwaru hwavo asiwo nemhedzisiro yavo inobatika pakuchengetedza mota, kunyatsoita, uye kushanda. Hutsva hwake, kusanganisira Digital Speedometer uye Digital Wheel Rim Configuration, inoratidza kunzwisisa kwakadzama kweese ari maviri einjiniya misimboti uye zvinodiwa nemushandisi. Basa raChirag paBattery Management System (BMS) rave rakakosha mukusimudzira kuvimbika, kuchengetedzwa, uye kushanda kwemotokari dzemagetsi, zvichiratidza kufambira mberi kunobvira nehunyanzvi hwemazuva ano hwemotokari.

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Kutyaira Innovation: Patents uye Mapurojekiti Kugadzira Iyo Indasitiri Yemotokari

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