
當前,以(yi)人工智(zhi)(zhi)能(neng)(neng)(neng)、大數據為代表的(de)新一代信息(xi)技術,正以(yi)前所未有的(de)深(shen)度和(he)廣度重(zhong)塑能(neng)(neng)(neng)源(yuan)(yuan)產(chan)(chan)業(ye)格局。國家(jia)能(neng)(neng)(neng)源(yuan)(yuan)集(ji)團完(wan)整準確(que)全(quan)(quan)面貫(guan)徹習近平總書記重(zhong)要講話(hua)和(he)重(zhong)要指(zhi)示批示精(jing)神,主動(dong)(dong)識變(bian)、應(ying)變(bian)、求變(bian),依托全(quan)(quan)球最大裝機規(gui)模、海(hai)量數據資產(chan)(chan)及(ji)全(quan)(quan)場景(jing)應(ying)用矩陣,以(yi)“AI+”專項行動(dong)(dong)為牽引(yin),著力構建覆蓋電(dian)力生產(chan)(chan)、交易、調度、運(yun)維全(quan)(quan)鏈條的(de)智(zhi)(zhi)能(neng)(neng)(neng)化體(ti)系,整體(ti)規(gui)劃涵蓋火電(dian)、水電(dian)、新能(neng)(neng)(neng)源(yuan)(yuan)發電(dian)產(chan)(chan)業(ye)的(de)工程建設(she)、生產(chan)(chan)運(yun)營、設(she)備維護、燃(ran)料管理、技術監督等15個(ge)業(ye)務域、75個(ge)關鍵(jian)應(ying)用場景(jing),百余個(ge)智(zhi)(zhi)能(neng)(neng)(neng)體(ti),將人工智(zhi)(zhi)能(neng)(neng)(neng)深(shen)度融入(ru)發電(dian)核(he)(he)心業(ye)務鏈,成為驅動(dong)(dong)發電(dian)企(qi)業(ye)運(yun)營模式(shi)變(bian)革、業(ye)務流程再造、價值創造躍升的(de)智(zhi)(zhi)能(neng)(neng)(neng)核(he)(he)心引(yin)擎,為行業(ye)高質(zhi)量發展注入(ru)強勁動(dong)(dong)能(neng)(neng)(neng)。
作為央企的行(xing)(xing)業(ye)(ye)級大(da)模型(xing),“擎(qing)源(yuan)”實(shi)現(xian)(xian)了三大(da)創新(xin)突破。首(shou)創多(duo)能(neng)(neng)(neng)(neng)(neng)協(xie)同(tong)動態(tai)優(you)化新(xin)引(yin)擎(qing),創新(xin)性融合(he)運(yun)行(xing)(xing)監測、設(she)備狀態(tai)、氣象環境等多(duo)源(yuan)異構數據(ju),構建“模型(xing)—智(zhi)(zhi)(zhi)能(neng)(neng)(neng)(neng)(neng)體—應(ying)用”全(quan)(quan)棧(zhan)產品矩(ju)陣,實(shi)現(xian)(xian)跨業(ye)(ye)務智(zhi)(zhi)(zhi)能(neng)(neng)(neng)(neng)(neng)體高效(xiao)動態(tai)協(xie)作。依托聯邦學(xue)習(xi)技(ji)(ji)術(shu)保障數據(ju)與知識安全(quan)(quan)共享,形(xing)成覆蓋發(fa)電(dian)全(quan)(quan)流(liu)程的智(zhi)(zhi)(zhi)能(neng)(neng)(neng)(neng)(neng)優(you)化解決方案。首(shou)創發(fa)電(dian)行(xing)(xing)業(ye)(ye)垂直深耕新(xin)范式(shi),專為電(dian)力(li)系統打造“源(yuan)—網—荷—儲”全(quan)(quan)場(chang)景AI解決方案,通過(guo)全(quan)(quan)鏈路智(zhi)(zhi)(zhi)能(neng)(neng)(neng)(neng)(neng)技(ji)(ji)術(shu)實(shi)現(xian)(xian)電(dian)力(li)生產垂直整(zheng)合(he),關鍵環節AI應(ying)用覆蓋率(lv)達100%,形(xing)成行(xing)(xing)業(ye)(ye)深度智(zhi)(zhi)(zhi)能(neng)(neng)(neng)(neng)(neng)化轉(zhuan)型(xing)標桿。首(shou)創全(quan)(quan)棧(zhan)自(zi)主可控(kong)智(zhi)(zhi)(zhi)能(neng)(neng)(neng)(neng)(neng)決策(ce)(ce)新(xin)體系,基于全(quan)(quan)國產化技(ji)(ji)術(shu)棧(zhan),融合(he)強化學(xue)習(xi)與多(duo)模態(tai)融合(he)技(ji)(ji)術(shu)構建自(zi)適應(ying)訓練(lian)與決策(ce)(ce)框架,建立覆蓋發(fa)電(dian)全(quan)(quan)生命周期的智(zhi)(zhi)(zhi)能(neng)(neng)(neng)(neng)(neng)決策(ce)(ce)驗證(zheng)閉(bi)環,實(shi)現(xian)(xian)從技(ji)(ji)術(shu)到應(ying)用的完全(quan)(quan)自(zi)主可控(kong),實(shi)現(xian)(xian)電(dian)力(li)全(quan)(quan)場(chang)景智(zhi)(zhi)(zhi)慧化升級。
據介紹,“擎源”發電(dian)行業大模(mo)(mo)(mo)型的(de)(de)(de)(de)發布推動了發電(dian)行業的(de)(de)(de)(de)全新(xin)變(bian)革。運(yun)維模(mo)(mo)(mo)式(shi)(shi)從(cong)“事后維修(xiu)(xiu)、定期檢修(xiu)(xiu)”躍升(sheng)為(wei)“預測性(xing)維護、狀態(tai)檢修(xiu)(xiu)”;交易決(jue)策(ce)(ce)從(cong)依賴(lai)經(jing)驗和(he)局部信息(xi)的(de)(de)(de)(de)傳統決(jue)策(ce)(ce)模(mo)(mo)(mo)式(shi)(shi),轉(zhuan)變(bian)為(wei)基(ji)于海量數(shu)據融(rong)合(he)、多(duo)模(mo)(mo)(mo)型尋優的(de)(de)(de)(de)智能輔助決(jue)策(ce)(ce)與自動尋優決(jue)策(ce)(ce)并行模(mo)(mo)(mo)式(shi)(shi);調度(du)運(yun)行從(cong)人(ren)工判斷、單(dan)點優化的(de)(de)(de)(de)調度(du)方式(shi)(shi),升(sheng)級為(wei)融(rong)合(he)氣象水情、市場(chang)供需、設(she)備狀態(tai)等多(duo)維信息(xi)的(de)(de)(de)(de)全局協同智能調度(du);安(an)(an)全管控(kong)從(cong)以人(ren)防、物(wu)防為(wei)主(zhu)的(de)(de)(de)(de)傳統方式(shi)(shi),轉(zhuan)變(bian)為(wei)AI賦(fu)能的(de)(de)(de)(de)主(zhu)動防護體系。目前,“擎源”已(yi)在安(an)(an)全管理、電(dian)力交易、生產調度(du)、設(she)備檢修(xiu)(xiu)四大業務(wu)領域成功(gong)應(ying)用,覆蓋13個場(chang)景,部署41個智能體,有效破解發電(dian)行業長(chang)期存(cun)在的(de)(de)(de)(de)安(an)(an)全風險高(gao)、交易決(jue)策(ce)(ce)難(nan)、多(duo)能協同復(fu)雜、設(she)備運(yun)維被動等痛點,打(da)造起實現安(an)(an)全、高(gao)效、綠色、智慧發電(dian)的(de)(de)(de)(de)關(guan)鍵支撐。
為(wei)促進(jin)跨專業(ye)(ye)(ye)、全產業(ye)(ye)(ye)鏈的(de)(de)智能(neng)化協同與創新應用開(kai)(kai)發,國家能(neng)源集團基于開(kai)(kai)放(fang)共(gong)(gong)享(xiang)模(mo)式,結合發電(dian)產業(ye)(ye)(ye)多場景(jing)、高復(fu)雜度、強(qiang)專業(ye)(ye)(ye)性(xing)的(de)(de)特點,通過“場景(jing)驅動、分步實施、自主可控、生態共(gong)(gong)建”的(de)(de)推(tui)廣路徑,以(yi)“業(ye)(ye)(ye)務(wu)需求牽引、場景(jing)深(shen)度融合、自主可控保障”為(wei)核(he)心,分試點驗(yan)證、規模(mo)推(tui)廣、生態共(gong)(gong)建三個階段推(tui)進(jin)“擎(qing)源”大(da)模(mo)型(xing)(xing)的(de)(de)共(gong)(gong)享(xiang),通過重點開(kai)(kai)展內部場景(jing)驗(yan)證與模(mo)型(xing)(xing)優化夯實技術基礎(chu),將逐(zhu)步向產業(ye)(ye)(ye)鏈合作伙伴開(kai)(kai)放(fang)API接口,構建開(kai)(kai)放(fang)的(de)(de)發電(dian)行業(ye)(ye)(ye)大(da)模(mo)型(xing)(xing)生態體系。
下一(yi)(yi)步,國家(jia)能(neng)源集(ji)團將聚焦(jiao)核(he)心場(chang)(chang)景(jing)(jing)解決方案,分(fen)層推(tui)進(jin)應用(yong)落(luo)地,重(zhong)點(dian)推(tui)廣首批發(fa)布的(de)13個場(chang)(chang)景(jing)(jing)和后續計(ji)劃打(da)造的(de)典型核(he)心場(chang)(chang)景(jing)(jing),統一(yi)(yi)構建標準化數(shu)(shu)據集(ji)、通(tong)過實(shi)時數(shu)(shu)據反饋與專家(jia)經(jing)驗注(zhu)入(ru),實(shi)現模型月級(ji)迭代(dai)更新(xin)等(deng)(deng)。向(xiang)產(chan)業(ye)鏈(lian)開(kai)放API接口與工具鏈(lian),聯合高校、院所(suo)、企(qi)業(ye)等(deng)(deng)各(ge)類研發(fa)單(dan)位,攻關多模態融(rong)合、科學計(ji)算應用(yong)、小樣本學習等(deng)(deng)關鍵技術,重(zhong)點(dian)培(pei)養‘AI+能(neng)源’復合型人(ren)才,實(shi)現大模型技術與發(fa)電業(ye)務深度融(rong)合,推(tui)動生產(chan)效率提升、運(yun)營成本優(you)化及低碳(tan)轉型加速。