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中央供料系统结合AI技术在应用中可能会遇到哪些挑战?

日期:2025-01-11 07:57
浏览次数:27
摘要:中央供料系统结合AI技术在应用中可能会遇到哪些挑战?上料机
中央供料系统结合AI技术在应用中可能会遇到哪些挑战?上料机,真空输送中(zhong)(zhong)(zhong)(zhong)央(yang)供(gong)(gong)料(liao)系(xi)(xi)统(tong)(tong)(tong)结(jie)合(he)AI技(ji)(ji)(ji)术(shu)在(zai)(zai)(zai)(zai)(zai)应(ying)(ying)用(yong)(yong)(yong)中(zhong)(zhong)(zhong)(zhong)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)会遇到以(yi)(yi)(yi)下挑(tiao)战(zhan): ### 技(ji)(ji)(ji)术(shu)层(ceng)(ceng)面 - **数(shu)(shu)据(ju)(ju)(ju)问(wen)(wen)题(ti)(ti)(ti)(ti)**: - **数(shu)(shu)据(ju)(ju)(ju)质(zhi)量(liang)参(can)差(cha)不(bu)(bu)齐(qi)**:不(bu)(bu)同(tong)(tong)(tong)来(lai)源的(de)(de)(de)(de)(de)(de)(de)(de)(de)数(shu)(shu)据(ju)(ju)(ju)在(zai)(zai)(zai)(zai)(zai)准确性(xing)、完整性(xing)、一(yi)致(zhi)(zhi)(zhi)性(xing)等(deng)方(fang)面存在(zai)(zai)(zai)(zai)(zai)差(cha)异,可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)导致(zhi)(zhi)(zhi)AI模(mo)(mo)(mo)型(xing)(xing)(xing)训(xun)(xun)练效(xiao)(xiao)果(guo)不(bu)(bu)佳,做出错误(wu)的(de)(de)(de)(de)(de)(de)(de)(de)(de)决策和(he)(he)(he)预测。 - **数(shu)(shu)据(ju)(ju)(ju)**与(yu)(yu)(yu)隐私保护(hu)**:中(zhong)(zhong)(zhong)(zhong)央(yang)供(gong)(gong)料(liao)系(xi)(xi)统(tong)(tong)(tong)涉(she)及(ji)企(qi)业(ye)的(de)(de)(de)(de)(de)(de)(de)(de)(de)生(sheng)(sheng)产(chan)(chan)(chan)数(shu)(shu)据(ju)(ju)(ju),如物料(liao)配方(fang)、生(sheng)(sheng)产(chan)(chan)(chan)计划等(deng),这(zhei)些(xie)数(shu)(shu)据(ju)(ju)(ju)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)涉(she)及(ji)商业(ye)机密(mi),存在(zai)(zai)(zai)(zai)(zai)泄(xie)露(lu)(lu)风险,一(yi)旦(dan)泄(xie)露(lu)(lu)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)会给企(qi)业(ye)带(dai)来(lai)巨(ju)大(da)损(sun)失。 - **数(shu)(shu)据(ju)(ju)(ju)获取与(yu)(yu)(yu)整合(he)困难(nan)(nan)(nan)(nan)(nan)**:不(bu)(bu)同(tong)(tong)(tong)设(she)备(bei)(bei)、不(bu)(bu)同(tong)(tong)(tong)生(sheng)(sheng)产(chan)(chan)(chan)环节的(de)(de)(de)(de)(de)(de)(de)(de)(de)数(shu)(shu)据(ju)(ju)(ju)格式(shi)(shi)和(he)(he)(he)标准往(wang)往(wang)不(bu)(bu)统(tong)(tong)(tong)一(yi),获取和(he)(he)(he)整合(he)这(zhei)些(xie)数(shu)(shu)据(ju)(ju)(ju)需要(yao)(yao)耗(hao)费(fei)大(da)量(liang)的(de)(de)(de)(de)(de)(de)(de)(de)(de)时(shi)(shi)间和(he)(he)(he)精力(li)(li),增加(jia)了(le)系(xi)(xi)统(tong)(tong)(tong)实施的(de)(de)(de)(de)(de)(de)(de)(de)(de)难(nan)(nan)(nan)(nan)(nan)度(du)(du)。 - **算法与(yu)(yu)(yu)模(mo)(mo)(mo)型(xing)(xing)(xing)**: - **算法选择(ze)与(yu)(yu)(yu)优(you)化(hua)(hua)(hua)**:针对(dui)(dui)中(zhong)(zhong)(zhong)(zhong)央(yang)供(gong)(gong)料(liao)系(xi)(xi)统(tong)(tong)(tong)的(de)(de)(de)(de)(de)(de)(de)(de)(de)复杂(za)工(gong)况和(he)(he)(he)多样化(hua)(hua)(hua)需求(qiu),选择(ze)合(he)适(shi)的(de)(de)(de)(de)(de)(de)(de)(de)(de)AI算法并进(jin)行(xing)(xing)(xing)(xing)(xing)优(you)化(hua)(hua)(hua)是(shi)一(yi)项挑(tiao)战(zhan)。不(bu)(bu)同(tong)(tong)(tong)的(de)(de)(de)(de)(de)(de)(de)(de)(de)算法在(zai)(zai)(zai)(zai)(zai)处理不(bu)(bu)同(tong)(tong)(tong)类型(xing)(xing)(xing)的(de)(de)(de)(de)(de)(de)(de)(de)(de)问(wen)(wen)题(ti)(ti)(ti)(ti)时(shi)(shi)效(xiao)(xiao)果(guo)各(ge)异,需要(yao)(yao)深(shen)入了(le)解和(he)(he)(he)不(bu)(bu)断尝试。 - **模(mo)(mo)(mo)型(xing)(xing)(xing)的(de)(de)(de)(de)(de)(de)(de)(de)(de)泛化(hua)(hua)(hua)能(neng)(neng)力(li)(li)**:在(zai)(zai)(zai)(zai)(zai)实际生(sheng)(sheng)产(chan)(chan)(chan)中(zhong)(zhong)(zhong)(zhong),工(gong)况和(he)(he)(he)物料(liao)特性(xing)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)会发(fa)生(sheng)(sheng)变(bian)化(hua)(hua)(hua),AI模(mo)(mo)(mo)型(xing)(xing)(xing)需要(yao)(yao)具备(bei)(bei)良好的(de)(de)(de)(de)(de)(de)(de)(de)(de)泛化(hua)(hua)(hua)能(neng)(neng)力(li)(li),以(yi)(yi)(yi)适(shi)应(ying)(ying)不(bu)(bu)同(tong)(tong)(tong)的(de)(de)(de)(de)(de)(de)(de)(de)(de)工(gong)作(zuo)条件和(he)(he)(he)物料(liao)变(bian)化(hua)(hua)(hua),否则可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)需要(yao)(yao)频(pin)繁地重新训(xun)(xun)练和(he)(he)(he)调(diao)整模(mo)(mo)(mo)型(xing)(xing)(xing)。 - **系(xi)(xi)统(tong)(tong)(tong)集成(cheng)与(yu)(yu)(yu)兼(jian)容(rong)性(xing)**: - **与(yu)(yu)(yu)现(xian)(xian)有系(xi)(xi)统(tong)(tong)(tong)的(de)(de)(de)(de)(de)(de)(de)(de)(de)集成(cheng)难(nan)(nan)(nan)(nan)(nan)度(du)(du)大(da)**:中(zhong)(zhong)(zhong)(zhong)央(yang)供(gong)(gong)料(liao)系(xi)(xi)统(tong)(tong)(tong)通常需要(yao)(yao)与(yu)(yu)(yu)企(qi)业(ye)现(xian)(xian)有的(de)(de)(de)(de)(de)(de)(de)(de)(de)生(sheng)(sheng)产(chan)(chan)(chan)管(guan)(guan)(guan)理系(xi)(xi)统(tong)(tong)(tong)、自动(dong)化(hua)(hua)(hua)控制系(xi)(xi)统(tong)(tong)(tong)等(deng)进(jin)行(xing)(xing)(xing)(xing)(xing)集成(cheng),不(bu)(bu)同(tong)(tong)(tong)系(xi)(xi)统(tong)(tong)(tong)之(zhi)间的(de)(de)(de)(de)(de)(de)(de)(de)(de)接(jie)口和(he)(he)(he)协议不(bu)(bu)一(yi)致(zhi)(zhi)(zhi),可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)导致(zhi)(zhi)(zhi)集成(cheng)过程(cheng)中(zhong)(zhong)(zhong)(zhong)出现(xian)(xian)兼(jian)容(rong)性(xing)问(wen)(wen)题(ti)(ti)(ti)(ti)。 - **设(she)备(bei)(bei)兼(jian)容(rong)性(xing)问(wen)(wen)题(ti)(ti)(ti)(ti)**:企(qi)业(ye)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)使用(yong)(yong)(yong)不(bu)(bu)同(tong)(tong)(tong)品牌和(he)(he)(he)型(xing)(xing)(xing)号(hao)的(de)(de)(de)(de)(de)(de)(de)(de)(de)设(she)备(bei)(bei),这(zhei)些(xie)设(she)备(bei)(bei)在(zai)(zai)(zai)(zai)(zai)与(yu)(yu)(yu)AI技(ji)(ji)(ji)术(shu)结(jie)合(he)时(shi)(shi)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)存在(zai)(zai)(zai)(zai)(zai)兼(jian)容(rong)性(xing)问(wen)(wen)题(ti)(ti)(ti)(ti),需要(yao)(yao)进(jin)行(xing)(xing)(xing)(xing)(xing)额(e)外的(de)(de)(de)(de)(de)(de)(de)(de)(de)改造(zao)和(he)(he)(he)调(diao)试。 ### 成(cheng)本层(ceng)(ceng)面 - **初期(qi)投(tou)(tou)资(zi)成(cheng)本高(gao)**:引(yin)入AI技(ji)(ji)(ji)术(shu)需要(yao)(yao)购买硬件设(she)备(bei)(bei),如高(gao)性(xing)能(neng)(neng)的(de)(de)(de)(de)(de)(de)(de)(de)(de)服务器(qi)、传感器(qi)等(deng),还需要(yao)(yao)投(tou)(tou)入大(da)量(liang)的(de)(de)(de)(de)(de)(de)(de)(de)(de)资(zi)金进(jin)行(xing)(xing)(xing)(xing)(xing)软件开(kai)发(fa)和(he)(he)(he)算法研究,这(zhei)对(dui)(dui)于(yu)一(yi)些(xie)中(zhong)(zhong)(zhong)(zhong)小企(qi)业(ye)来(lai)说(shuo)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)是(shi)一(yi)笔巨(ju)大(da)的(de)(de)(de)(de)(de)(de)(de)(de)(de)开(kai)支。 - **运营(ying)维(wei)护(hu)成(cheng)本高(gao)**:AI系(xi)(xi)统(tong)(tong)(tong)需要(yao)(yao)专业(ye)的(de)(de)(de)(de)(de)(de)(de)(de)(de)技(ji)(ji)(ji)术(shu)人(ren)员(yuan)进(jin)行(xing)(xing)(xing)(xing)(xing)维(wei)护(hu)和(he)(he)(he)管(guan)(guan)(guan)理,包括数(shu)(shu)据(ju)(ju)(ju)更新、模(mo)(mo)(mo)型(xing)(xing)(xing)优(you)化(hua)(hua)(hua)、故(gu)障排除(chu)等(deng),同(tong)(tong)(tong)时(shi)(shi),硬件设(she)备(bei)(bei)的(de)(de)(de)(de)(de)(de)(de)(de)(de)维(wei)修和(he)(he)(he)更换也(ye)(ye)需要(yao)(yao)一(yi)定的(de)(de)(de)(de)(de)(de)(de)(de)(de)费(fei)用(yong)(yong)(yong),增加(jia)了(le)企(qi)业(ye)的(de)(de)(de)(de)(de)(de)(de)(de)(de)运营(ying)成(cheng)本。 - **效(xiao)(xiao)益难(nan)(nan)(nan)(nan)(nan)以(yi)(yi)(yi)量(liang)化(hua)(hua)(hua)评估**:虽(sui)然AI技(ji)(ji)(ji)术(shu)在(zai)(zai)(zai)(zai)(zai)理论(lun)上可(ke)(ke)(ke)(ke)(ke)以(yi)(yi)(yi)提高(gao)生(sheng)(sheng)产(chan)(chan)(chan)效(xiao)(xiao)率、降低成(cheng)本等(deng),但(dan)在(zai)(zai)(zai)(zai)(zai)实际应(ying)(ying)用(yong)(yong)(yong)中(zhong)(zhong)(zhong)(zhong),其带(dai)来(lai)的(de)(de)(de)(de)(de)(de)(de)(de)(de)效(xiao)(xiao)益往(wang)往(wang)难(nan)(nan)(nan)(nan)(nan)以(yi)(yi)(yi)准确量(liang)化(hua)(hua)(hua)和(he)(he)(he)评估,这(zhei)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)会影响企(qi)业(ye)对(dui)(dui)该技(ji)(ji)(ji)术(shu)的(de)(de)(de)(de)(de)(de)(de)(de)(de)投(tou)(tou)资(zi)决策。 ### 人(ren)员(yuan)层(ceng)(ceng)面 - **专业(ye)人(ren)才短缺**:既懂中(zhong)(zhong)(zhong)(zhong)央(yang)供(gong)(gong)料(liao)系(xi)(xi)统(tong)(tong)(tong)又懂AI技(ji)(ji)(ji)术(shu)的(de)(de)(de)(de)(de)(de)(de)(de)(de)复合(he)型(xing)(xing)(xing)人(ren)才相对(dui)(dui)匮乏,企(qi)业(ye)在(zai)(zai)(zai)(zai)(zai)系(xi)(xi)统(tong)(tong)(tong)的(de)(de)(de)(de)(de)(de)(de)(de)(de)安装、调(diao)试、维(wei)护(hu)和(he)(he)(he)优(you)化(hua)(hua)(hua)过程(cheng)中(zhong)(zhong)(zhong)(zhong)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)会遇到技(ji)(ji)(ji)术(shu)难(nan)(nan)(nan)(nan)(nan)题(ti)(ti)(ti)(ti),无法得到及(ji)时(shi)(shi)有效(xiao)(xiao)的(de)(de)(de)(de)(de)(de)(de)(de)(de)解决。 - **人(ren)员(yuan)培训(xun)(xun)难(nan)(nan)(nan)(nan)(nan)度(du)(du)大(da)**:对(dui)(dui)现(xian)(xian)有员(yuan)工(gong)进(jin)行(xing)(xing)(xing)(xing)(xing)AI技(ji)(ji)(ji)术(shu)培训(xun)(xun)需要(yao)(yao)投(tou)(tou)入大(da)量(liang)的(de)(de)(de)(de)(de)(de)(de)(de)(de)时(shi)(shi)间和(he)(he)(he)精力(li)(li),且员(yuan)工(gong)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)对(dui)(dui)新技(ji)(ji)(ji)术(shu)存在(zai)(zai)(zai)(zai)(zai)抵触(chu)情绪,培训(xun)(xun)效(xiao)(xiao)果(guo)难(nan)(nan)(nan)(nan)(nan)以(yi)(yi)(yi)保证,导致(zhi)(zhi)(zhi)企(qi)业(ye)在(zai)(zai)(zai)(zai)(zai)应(ying)(ying)用(yong)(yong)(yong)AI技(ji)(ji)(ji)术(shu)时(shi)(shi)缺乏足够的(de)(de)(de)(de)(de)(de)(de)(de)(de)人(ren)力(li)(li)支持(chi)。 ### 管(guan)(guan)(guan)理与(yu)(yu)(yu)规(gui)范层(ceng)(ceng)面 - **工(gong)作(zuo)流(liu)(liu)程(cheng)和(he)(he)(he)管(guan)(guan)(guan)理模(mo)(mo)(mo)式(shi)(shi)的(de)(de)(de)(de)(de)(de)(de)(de)(de)变(bian)革**:引(yin)入AI技(ji)(ji)(ji)术(shu)后,原有的(de)(de)(de)(de)(de)(de)(de)(de)(de)工(gong)作(zuo)流(liu)(liu)程(cheng)和(he)(he)(he)管(guan)(guan)(guan)理模(mo)(mo)(mo)式(shi)(shi)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)需要(yao)(yao)进(jin)行(xing)(xing)(xing)(xing)(xing)调(diao)整和(he)(he)(he)优(you)化(hua)(hua)(hua),这(zhei)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)会涉(she)及(ji)到部(bu)门(men)之(zhi)间的(de)(de)(de)(de)(de)(de)(de)(de)(de)职责重新划分、人(ren)员(yuan)的(de)(de)(de)(de)(de)(de)(de)(de)(de)岗位变(bian)动(dong)等(deng),容(rong)易引(yin)发(fa)内部(bu)的(de)(de)(de)(de)(de)(de)(de)(de)(de)矛盾和(he)(he)(he)阻力(li)(li)。 - **缺乏行(xing)(xing)(xing)(xing)(xing)业(ye)标准和(he)(he)(he)规(gui)范**:目(mu)前,中(zhong)(zhong)(zhong)(zhong)央(yang)供(gong)(gong)料(liao)系(xi)(xi)统(tong)(tong)(tong)结(jie)合(he)AI技(ji)(ji)(ji)术(shu)的(de)(de)(de)(de)(de)(de)(de)(de)(de)应(ying)(ying)用(yong)(yong)(yong)还处于(yu)发(fa)展阶段,缺乏统(tong)(tong)(tong)一(yi)的(de)(de)(de)(de)(de)(de)(de)(de)(de)行(xing)(xing)(xing)(xing)(xing)业(ye)标准和(he)(he)(he)规(gui)范,这(zhei)可(ke)(ke)(ke)(ke)(ke)能(neng)(neng)导致(zhi)(zhi)(zhi)不(bu)(bu)同(tong)(tong)(tong)企(qi)业(ye)的(de)(de)(de)(de)(de)(de)(de)(de)(de)系(xi)(xi)统(tong)(tong)(tong)之(zhi)间无法实现(xian)(xian)互(hu)(hu)联互(hu)(hu)通,也(ye)(ye)给产(chan)(chan)(chan)品的(de)(de)(de)(de)(de)(de)(de)(de)(de)质(zhi)量(liang)认证和(he)(he)(he)市场推广带(dai)来(lai)了(le)困难(nan)(nan)(nan)(nan)(nan)。