【環球網科技綜合報道】6月27日(ri)消(xiao)息(xi)，記(ji)者(zhe)從(cong)中(zhong)科(ke)院(yuan)官(guan)網(wang)了(le)解(jie)到(dao)，近(jin)日(ri)，中(zhong)國(guo)科(ke)學(xue)院(yuan)沈(shen)陽(yang)自(zi)動(dong)化(hua)研(yan)究(jiu)所(suo)研(yan)究(jiu)團(tuan)隊(dui)在(zai)工(gong)業(ye)機(ji)器(qi)人(ren)故(gu)障(zhang)診(zhen)斷(duan)領(ling)域(yu)取(qu)得(de)研(yan)究(jiu)進(jin)展(zhan)
，提(ti)出(chu)了(le)基(ji)於(yu)生(sheng)成(cheng)對(dui)抗(kang)網(wang)絡(luo)的(de)工(gong)業(ye)機(ji)器(qi)人(ren)變(bian)工(gong)況(kuang)故(gu)障(zhang)診(zhen)斷(duan)方(fang)法(fa)，有(you)效(xiao)提(ti)升(sheng)了(le)傳(chuan)統(tong)數(shu)據(ju)驅(qu)動(dong)工(gong)業(ye)機(ji)器(qi)人(ren)故(gu)障(zhang)診(zhen)斷(duan)算(suan)方(fang)法(fa)的(de)泛(fan)化(hua)能(neng)力(li)。

據悉，相關研究成果發表在《IEEE Transactions onInstrumentation and Measurement》上。

dangqian，suizhegongyewulianwanghegongyedashujujishudejinbu，yijiqixuexitebieshishenduxuexiweidaibiaodeshujuqudongfangfayijingchengweigongyejiqirenguzhangzhenduanyanjiuderedian。raner，gongyejiqirenshijiyunxingguochengzhong，zhuansuhefuzaichuyuchixugaibianguochengzhong
，yanzhongyingxiangleshujuqudongfangfadezhenduanxingneng。

針(zhen)對(dui)上(shang)述(shu)問(wen)題(ti)
，研(yan)究(jiu)人(ren)員(yuan)提(ti)出(chu)了(le)基(ji)於(yu)深(shen)度(du)感(gan)知(zhi)對(dui)抗(kang)域(yu)自(zi)適(shi)應(ying)的(de)工(gong)業(ye)機(ji)器(qi)人(ren)變(bian)工(gong)況(kuang)故(gu)障(zhang)診(zhen)斷(duan)方(fang)法(fa)。該(gai)方(fang)法(fa)借(jie)助(zhu)感(gan)知(zhi)損(sun)失(shi)最(zui)小(xiao)化(hua)技(ji)術(shu)
，有(you)效(xiao)緩(huan)解(jie)了(le)工(gong)業(ye)機(ji)器(qi)人(ren)工(gong)況(kuang)變(bian)化(hua)帶(dai)來(lai)的(de)對(dui)抗(kang)訓(xun)練(lian)不(bu)穩(wen)定(ding)問(wen)題(ti)


；在zai模mo型xing性xing能neng評ping價jia過guo程cheng中zhong，首shou次ci引yin入ru遷qian移yi任ren務wu難nan度du這zhe一yi關guan鍵jian維wei度du信xin息xi
，進jin一yi步bu完wan善shan了le遷qian移yi學xue習xi模mo型xing性xing能neng評ping價jia體ti係xi。該gai研yan究jiu還hai搭da建jian了le工gong業ye機ji器qi人ren健jian康kang監jian測ce平ping台tai，對dui工gong業ye機ji器qi人ren三san種zhong典dian型xing遷qian移yi場chang景jing（僅負載改變、僅轉速改變以及負載
、轉速同時改變）deqianyinandujinxinglelianghuapinggu，bingzaisanzhongqianyichangjingxiaduibilesuotichufangfayushenduxuexiwangluoheshengchengduikangwangluodexingneng
，jieguobiaoming
，suotichufangfazaiqianyinandudadechangjingxiatixianchumingxianyoushi。

據ju介jie紹shao，考kao慮lv到dao故gu障zhang診zhen斷duan過guo程cheng中zhong需xu要yao同tong時shi采cai集ji來lai自zi機ji器qi人ren本ben體ti和he控kong製zhi器qi的de數shu據ju，為wei了le提ti高gao工gong業ye機ji器qi人ren數shu據ju預yu處chu理li效xiao率lv

，研yan究jiu提ti出chu了le基ji於yu時shi間jian戳chuo映ying射she的de工gong業ye機ji器qi人ren數shu據ju篩shai選xuan策ce略lve。研yan究jiu成cheng果guo有you效xiao提ti升sheng了le數shu據ju驅qu動dong裝zhuang備bei故gu障zhang診zhen斷duan方fang法fa的de泛fan化hua能neng力li，對dui於yu提ti升sheng工gong業ye機ji器qi人ren平ping均jun故gu障zhang間jian隔ge時shi間jian、縮短單台機器人維修工期、降低裝備全壽命周期運維成本具有現實意義。