製造業正在不斷創新
，尋求更安全、更高效且更具成本效益的大規模生產方式。因此，該行業成為最早采用機器人技術、人工智能（AI）和機器學習（ML）的領域之一。如今，許多製造商都受益於先進的  “協作機器人”（cobots）。 據統計，2023 年全球協作機器人市場估值已達1.2 wanyimeiyuan，qieyujihaijiangchixuxianzhuzengchang。jinguanxiezuojiqirenzhengzaigaibianzhenggexingye，bingjiangdailaixinyilundechuangxinlangchao
，danzhizaoshangyaoxiangchongfenhuoyi，jiubixuzonghekaoliangheyouxiaoyingduiyixiaqidatiaozhan。

是德科技產品營銷經理Choon-Hin Chang

利用協作機器人賦能製造業

憑借內置傳感器
、人工智能和 ML 算法，協作機器人可以安全高效地與人類互動，分擔對精度、強qiang度du要yao求qiu比bi較jiao高gao的de工gong作zuo或huo者zhe自zi動dong執zhi行xing重zhong複fu性xing任ren務wu。這zhe種zhong協xie同tong作zuo用yong能neng夠gou將jiang人ren從cong體ti力li要yao求qiu高gao或huo比bi較jiao危wei險xian的de任ren務wu環huan境jing中zhong解jie放fang出chu來lai，同tong時shi提ti高gao了le生sheng產chan速su度du、zhilianghelinghuoxing。ciwai，tongguochengdangengduolaodongmijixinggongzuo，xiezuojiqirenhainengbangzhugongrenshifangchugengduodeshijianhejingli，shiqizuochumingzhidejuece。jiyuzhezhongpingheng

，qiche、電子和消費品等行業正在迎來一個機器人與人類優勢互補、以及將人類的直覺與機器人的高精度完美融合的新時代。

裝配線、hanjiehejianceshizhizaoyezhongzuichangjiandejiqirenyingyongchangjingzhiyi。yuzhuanyongdezhuangpeishebeixiangbi，zhuangpeijiqirenkeyigenjuxuyaokuaisujinxingzhongxinpeizhi，congertigaoxiaolvbingsuoduanshengchanshijian


，weidangqianyijingbeidafusuoduandechanpinshengmingzhouqitigongzhichi。ciwai
，jiqirenhainengtigaoanquanxing，bingzaihanjiedengrenleinanyishezudeteshuhuanjingzhonggongzuo，bangzhurenleibaituorenheqianzaideweixianrenwu。zaishengchanxianshang，jiqirenkeyizaijingzhundecaozuoxiachusewanchenggongzuo，erwuxukaolvrenweiwucha。

有you些xie物wu理li部bu件jian對dui於yu人ren工gong檢jian測ce而er言yan過guo於yu複fu雜za。機ji器qi人ren可ke以yi在zai質zhi量liang控kong製zhi過guo程cheng中zhong安an全quan地di處chu理li精jing密mi或huo複fu雜za的de零ling件jian，並bing準zhun確que評ping估gu複fu雜za的de工gong件jian。由you於yu機ji器qi人ren更geng加jia準zhun確que和he可ke靠kao，與yu需xu要yao人ren工gong檢jian查zha的de傳chuan統tong質zhi量liang控kong製zhi方fang法fa相xiang比bi，它ta們men能neng更geng早zao地di發fa現xian錯cuo誤wu，從cong而er減jian少shao潛qian在zai的de產chan品pin召zhao回hui，並bing促cu進jin業ye務wu增zeng長chang。

邁向智能工廠

人工智能、5G/6G lianjiehebianyuanjisuandengxianjindexinjishuyouwangjinyibuzengqiangxiezuojiqirendenengli。xianjinderengongzhinengjishujiangcushixiezuojiqirencongzhouweihuanjingzhongxuexibingshishizuochujuece。tongshi，5G 和 6G 連(lian)接(jie)將(jiang)確(que)保(bao)機(ji)器(qi)人(ren)與(yu)其(qi)他(ta)設(she)備(bei)之(zhi)間(jian)實(shi)現(xian)更(geng)加(jia)快(kuai)速(su)可(ke)靠(kao)的(de)通(tong)信(xin)。邊(bian)緣(yuan)計(ji)算(suan)是(shi)一(yi)種(zhong)分(fen)布(bu)式(shi)計(ji)算(suan)模(mo)式(shi)，可(ke)以(yi)將(jiang)計(ji)算(suan)和(he)數(shu)據(ju)存(cun)儲(chu)能(neng)力(li)遷(qian)移(yi)到(dao)更(geng)靠(kao)近(jin)用(yong)戶(hu)需(xu)求(qiu)的(de)位(wei)置(zhi) ，zheyeshidexiezuojiqirennenggouzaibendichulishuju，jianshaoyanchibingtigaoxiangyingsudu。zheyiweizhexiezuojiqirenkeyigengkuaidizuochujuece，congertigaoxiaolvheshengchanli。

這一切都推動了協作機器人的持續增長
，據 Statista 預計，到 2030 年

，協作機器人的市場規模將達到70 億yi美mei元yuan。協xie作zuo機ji器qi人ren帶dai來lai了le諸zhu多duo好hao處chu
，隨sui著zhe技ji術shu的de不bu斷duan創chuang新xin，它ta正zheng在zai為wei智zhi能neng工gong廠chang的de未wei來lai鋪pu平ping道dao路lu。然ran而er，機ji器qi人ren的de開kai發fa和he集ji成cheng也ye麵mian臨lin一yi些xie挑tiao戰zhan。許xu多duo製zhi造zao商shang還hai需xu要yao考kao慮lv通tong信xin/協作、安全性、成本和互操作性等問題。

通信是關鍵橋梁

tongxinshiquebaojiqirenchenggongbushudeguanjianzhiyi。renjixiezuoliyongziranyuyanchulihezhiguanjiaoliu，rangrenleihejiqirenzhijiandejiaohugengjialiuchang。zheshidegongzuohuanjinggengjiagaoxiaoyijiyonghutiyanyouhao，yinweijiqirenwuxujingguozhuanmenpeixunjiunengzuncongrenleizhiling，congerranggengduorenkeyishiyongzhexiangjishu。ciwai
，xiezuojiqirenhainenglijierenleideshoushibingzuochufanying
，congerjiaqianggoutonghejiaoliu。zhizaoshangkeyiweixiezuojiqirenbiancheng，yizhixingfuzaderenwu，congeryouhuagongzuoliucheng
，bingquebaoxiezuojiqirennenggouyuqitashebeizhijianshixianwufengxietong。zhezhongbianchengbaokuodingyirenwu，jiangqifenjiechenggengxiaodebuzhou
，ranhouzhidaoxiezuojiqirenruhezhixingmeigebuzhoudecaozuorenwu。

jiqirenhaixuyaoyuqitafeishengmingtijinxinggoutonghejiaoliu，cainengzhengchangyunxing。liru

，dangjiqirenyuqitajiqirenjinxingwuxiantongxinshi
，tamenxuyaoyuyinhewenbenxinxicainengyurenleijinxinggoutonghejiaoliu。tongyang，tamenyexuyaozhixingqihechuanganqilaiyuqitashebeihewutijinxingtongxin。

安全性至關重要

haibixukaolvdaorenheanquanyinhuan。jinguanxiezuojiqirenkeyitongguochengdanweixiandegongzuorenwulaitigaogongrendeanquanxing，danzhizaoshangbixuquebaoxiangguanchengxuheliuchengzhunbeidaowei，yifangzhirenheweixianhouguodefasheng。zheyiweizheyaoweirenjixiezuopeibeixianjindeanquangongneng，lirujinjitingzhianniu、速度和力度限製
，以及檢測人類存在的傳感器。這些功能有助於防止事故發生
，並降低受傷風險。

部署成本高是瓶頸

盡jin管guan協xie作zuo機ji器qi人ren可ke以yi帶dai來lai長chang遠yuan的de效xiao益yi

，能neng夠gou改gai善shan當dang前qian和he未wei來lai的de製zhi造zao業ye，但dan其qi高gao昂ang的de部bu署shu成cheng本ben也ye是shi無wu法fa回hui避bi的de問wen題ti。最zui初chu的de集ji成cheng過guo程cheng可ke能neng是shi漫man長chang、jiankuheangguide。yinci
，zhizaoshangzaijiangjiqirenjishuyingyongdaoshengchanzhizaoguochengzhongzhiqian，bixuzaixipingguqianzaidexiaoyi，bingpingguzaiyuqidetouzihuibaoneixuyaoweichideshengchanlianghexiaoshoushuiping
，yishouhuichushitouzi。

跨越“互操作性”考驗

gongyejiqirenzhijiannanyishixianxietiaohepeiheshichanyemianlindelingyigetiaozhan。yingjianheruanjianlaizibutongdezhizaoshang
，yincihennanshixianhucaozuoxing。kuashebeixietiaoxuyaoxuduoyingyongbianchengjiekou
，youshishenzhixuyaodingzhiruanjian。zailinghuoxing
、適(shi)應(ying)性(xing)和(he)決(jue)策(ce)方(fang)麵(mian)的(de)局(ju)限(xian)性(xing)限(xian)製(zhi)了(le)機(ji)器(qi)人(ren)技(ji)術(shu)的(de)潛(qian)力(li)。更(geng)大(da)的(de)靈(ling)活(huo)性(xing)將(jiang)使(shi)機(ji)器(qi)人(ren)係(xi)統(tong)能(neng)夠(gou)更(geng)加(jia)迅(xun)速(su)地(di)集(ji)成(cheng)甚(shen)至(zhi)重(zhong)新(xin)集(ji)成(cheng)，並(bing)提(ti)高(gao)機(ji)器(qi)人(ren)的(de)可(ke)重(zhong)用(yong)性(xing)。此(ci)外(wai)，它(ta)還(hai)可(ke)以(yi)實(shi)現(xian)可(ke)重(zhong)新(xin)配(pei)置(zhi)的(de)生(sheng)產(chan)線(xian)，並(bing)為(wei)多(duo)品(pin)種(zhong)、小批量的生產提供機會。

智造新時代
，未來已來

機器人已經從無法移動的機械發展成為智能互聯的係統，這也是向工業 4.0 過渡的核心。未來十年
，機器人技術在製造業中的不斷進步將重新定義該行業，使得協作機器人（cobots）成為工廠車間不可或缺的合作夥伴。協作機器人能夠提高效率
、確保工人安全並適應動態的生產需求，是製造業走向更加創新和可持續未來的基石。