边锋游戏

借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法
发布时间:2019-03-22 11:38:00

借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法


JIEZHUYUDASHUJUFENXI,KEYICHENGBEIDETIGAOGONGZUOXIAOLV,ZAIBULEJIEXIAJIUOutLE!JIAZHOUDAXUEBOKELIFENXIAOGerbrand CederDENGRENJIYULILUNJISUAN,YIXIANGWENDINGXING、DIANHUAXUEWENDINGXING、HUAXUEWENDINGXING、LIZIDAODIANXINGHEDIANZIDAODIANXINGWUGEFANGMIANZHANKAIZONGHEGAOTONGLIANGSOUSUO,WEIZHENGJICAILIAOXUNSUZHAODAOLESHIPEITUCENGCAILIAO。

        

JIYUDASHUJU,TONGGUOLIANGHUAJISUANDECHUDEJIELUNRUXIA:

1、ZUOZHEFAXIANJUYINLIZIYANGHUAWUZAIBUXISHENGLIZIDAODIANLVDEQINGKUANGXIA,YONGYOUZUIHAODEDIANHUAXUEWENDINGXINGHEHUAXUEWENDINGXING,QIJIEGOUZHONGMYUOZHIJIANDEGAODUGONGJIAJIANDANYUANFEICHANGWENDING,ZAIDIANCHIZHONGBUYIBEIYANGHUA。TEBIESHILiH2PO4, LiTi2(PO4)3,and LiPO3SANZHONGCAILIAO,ZUOZHERENWEITAMENJIANGZAIWEILAIDEZHENGJITUCENGZHONGDAFANGYICAI;

边锋游戏2、JIYUXIANYOUDEGONGYI,ZUOZHEDUITUCENGCAILIAOYUGEZHONGZHENGJI/SSEsJIEMIANDEDAPEIJICHULEJIANYI。ZUOZHERENWEI,BUGUANSHISHENMEJIEMIAN,DOUTUIJIANSHIYONGPENGSUANLI,YINWEIPENGSUANLIJUYOULIANGHAODEHUAXUEWENDINGXINGHEGAOYANGHUAJIXIAN。SUIRANZUOZHEYANJIUDEJIEGUOBIAOMING,LiBa(B3O5)3DUILILIZICHUANDAOJUYOUHENGAODEQIANYINENGLEI,DANQITALIHANLIANGJIAOGAODEPENGSUANYANRENGYOUKENENGBIAOXIANCHUJIAOGAODELIZIDAODIANXING。CIWAI,ZUOZHEJIANYILINSUANYANTUCENGYULIUHUAWUSSEsDAPEISHIYONG,DANBUNENGYULLZOPEITAOSHIYONG,YINWEILLZOZAIZHIBEISHIHUICHANSHENGGAOWEN,ERLINSUANYANTUCENGZAIGAOWENXIAHUIYULLZOFASHENGFANYINGXING。RUGUOFEIYAOYONGLLZODIANJIEZHI,NEIMEJIANYIYONGYANGHUAWUTUCENG(RULiNbO3HELiTaO3)。

 

【YANJIUBEIJING】

从便携式电子设备到电动汽车再到电网储能,锂离子电池边锋游戏技术已成为不可或缺的一部分。然而,商业锂离子电池目前的电解质为有机液体,在使用中存在易燃、离子选择性低、电化学稳定性差、以及不稳定的固体电解质界面(SEI)。理论上,采用无机固态电解质(SSE)取代液态电解质,组装出的全固态电池(SSBs)有望解决上述问题。在离子电导率上为了和液态电解质(> 1 mS/cm)相媲美,对高效锂离子导体固态材料的探索从未终止。迄今为止,研究者已经发现了几种室温离子导电性于液态电解质相当的的锂离子导体,主要分为两类:(1)氧化物基电解质,例如锂石榴石和钠超离子导体(NASICON)型材料;(2)硫化物基电解质,例如Li2S-P2S5、玻璃陶瓷、Li10GeP2S12 (LGPS)及其衍生物。


边锋游戏DANSHI,ZAISHIJISHIYONGZHONG,SHIYONGYISHANGGUTAIDIANJIEZHIDESSBsCHANGCHANGBIAOXIANCHUGONGLVMIDUDI、BEILVXINGNENGCHA、XUNHUANRONGLIANGBAOLIULVDIDENGQUEDIAN。CHUXIANZHEIXIEBULIANGDEXINGNENG,SHUOMINGDIANJI/SSEJIEMIANZHIJIANDEDIANZUSUIZHEXUNHUANERZHUJIANZENGDA。ZUOZHEGUINACHUSANZHONGJIEMIANDIANZUZENGJIADEKENENGYUANYIN:(1)SSEYUDIANJIZHIJIANDEXIANGHUKUOSANHEJIEMIANFANYING;(2)ZAIDIANCHIXUNHUANGUOCHENGZHONG,SSEZAISSE/DIANJIHESSE/TANJIEMIANCHUFASHENGDIANHUAXUEFENJIE;(3)YOUYUXUNHUANGUOCHENGZHONGDIANJIDERUNSHIXINGCHA、TIJIBIANHUADENG,DAOZHISSEYUDIANJIZHIJIANJIECHUBULIANG。ZAI2013NIAN,ZUOZHETONGGUODIYIXINGYUANLIJISUANFAXIAN,LGPSXINGSSEsZAIRELIXUESHANGSHIBUWENDINGDE,QIEYUCELEBUTONGDIANJIHESSEsKENENGFASHENGDEJIEMIANFANYING(Energy Environ. Sci. 6, 148–156.)。YINCI,SSBsZHONGDEJIEMIANGONGCHENGDUIJINYIBUTIGAODIANCHIXINGNENGZHIGUANZHONGYAO。WEILEJIANGDIJIEMIANDIANZU,TONGCHANGZAIHUOXINGCAILIAOHEDIANJIEZHIZHIJIANTIANJIAHUANCHONGCENG,YUANZESHANG,KEYIDUIDIANJIHUODIANJIEZHIJINXINGTUCENG,YIWENDINGDIANJI/DIANJIEZHIJIEMIAN。BIRUZAILIKONGQIDIANCHIDELIFUJISHANGTUHUANCHONGCENG,KEYIFANGZHINASICONGUTAIDIANJIEZHIZHONGTi4+DEHAIYUAN(J.Solid State Electrochem. 18, 1443–1456.)。


边锋游戏SHISHISHANG,CHUANTONGZHENGJISHANGTUYICENGYANGHUAWUZHEIZHONGFANGFA,ZAISSBsZHONGYESHIKEXINGDE,CHANGJIANDETUCENGYOULi3PO4, LiAlO2, Al2O3,LiTaO3, LiNbO3, Li4Ti5O12,Li2SiO3, Li3BO3, Li2ZrO3,ZHEIXIETUCENGDOUKEYIFANGZHISSEsDEDIANHUAXUEZIFENJIE。SHISHISHANG,DADUOSHUSSEsZAIZHENGJICHUYUGAOYASHIDOUSHIRELIXUEBUWENDINGDE,ERZHENGJITUCENGZHENGHAOKEYIFANGZHIDIANJIYUSSEsDEZHIJIEJIECHU,CONGERYIZHIJIEMIANHUAXUEFANYING。LIXIANGDEZHENGJITUCENGCAILIAOYINGJUYOUYIXIATEXING:(1)DIANHUAXUEWENDINGXING,QIDIANHUAXUECHUANGKOUBIXUGAOYUZHENGJIGONGZUODIANYAHEDIANJIEZHIDIANHUAXUECHUANGKOU;(2)HUAXUEWENDINGXING,YUDIANJIEZHIHEZHENGJIBUFASHENGFANYING;(3)SHIDANGDELILIZIQIANYILV;(4)DIDIANZIDIANDAOLV。


尽管在全固态电池中,对正极进行涂层可以防止固态电解质的电化学自分解、抑制界面化学反应,但寻找新型的正极涂层在实验上费时费力且效率很低,而且仅仅通过实验,也看不出涂层是否适合所有正极材料。有鉴于此,加州大学伯克利分校Gerbrand Ceder等人以理论计算为主,以相稳定性、电化学稳定性、化学稳定性、离子导电性和电子导电性五个方面展开综合高通量搜索,为正极材料迅速的找到适配的涂层材料。


【YANJIUNEIRONG】

借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法


作者按照上图所示的流程图,对正极涂层材料进行高通量筛选。本文中采用的数据库是一个内部的密度泛函理论(DFT)数据库,该数据库来自于无机晶体结构数据库(ICSD),该数据库既包含能量信息,也包含电子数据,例如Kohn-Sham带隙。在本文中,作者以数据库中的104082种含锂物质作为潜在的涂层候选材料。


YI、CHUBUSHAIXUAN

SHOUXIANPAICHUHANYOUFANGSHEXINGYUANSUDEHUAHEWU,QICITUCENGCAILIAOBIXUSHIDIANZIJUEYUANDE,BINGQIEDEJUYOUDIYANGHUATAI,BURANZAIZHENGJIGAOYAYUNXINGSHIBUWENDING。YINCIZUOZHECAIYONGDFTJISUANCHUDEKohn-ShamDAIXI(Eg)ZUOWEIYIJIESHAIXUAN,LILUNSHANG,DIDAIXICAILIAOKENDINGJUYOUDIANZIDAODIANXING,DANRUGUOKUANDAIXICAILIAOZHONGDEDIANQUEXIANZAIJIADAIHUODAODAIZHONGCHANSHENGZAILIUZI,TAMENYEHUIBIAOXIANCHUDIANZICHUANSHUTEXING。YINCI,DIANZIDAODIANXINGQUJUEYUCAILIAOHECHENGHEJIAGONGSHI,QINEIBUJIEGOUDIANQUEXIANDUIZAILIUZICHANSHENGDEMINGANXING,ZAIZUOGAOTONGLIANGSHAIXUANSHI,BIXUJISUANSUOYOUKENENGDEDIANQUEXIAN。TONGGUOPAICHUDAIXIXIAOYU0.5 eVDECAILIAO、PAICHUJINSHUHEHEJINDENGKENENGJUYOUDIANZICHUANDAONENGLIDECAILIAO,ZUOZHESHAIXUANCHU62000ZHONGMANZUCHUBUSHAIXUANBIAOZHUNDEHUAHEWU。


ER、XIANGWENDINGXINGSHAIXUAN

LIANGHAODEZHENGJITUCENGCAILIAO,BIXUZAIDIANCHIDEBAOZHIQIHESHIYONGQIJIANYONGYOUJIEGOUHEHUAXUEWANZHENGXING,YINCICAILIAODEXIANGWENDINGXINGJUEDINGLEQINENGGOUJUYOUZHANGQIWENDINGXING。ZAIBENYANJIUZHONG,ZUOZHEKAOLVLEREDONGLIXUEWENDINGYINSU,YINWEIRELIXUEBUWENDINGDEHANLICAILIAOHENRONGYIFENJIECHENGQITAXIANG。TONGGUOJISUANNENGLIANGTUBAO,ZHIYOUXIAOYU<0.005 eV/atomDECAILIAOCAISHIRELIXUEWENDINGDE,YINCIKEYIJINYIBUSHAIXUANCHU1600GEXIANGWENDINGDEHUAHEWU。


借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法


边锋游戏WEILEGENGHAODILIJIEZUCHENGYUXINGNENGZHIJIANDEGUANXI,ZUOZHEGENJUCAILIAODEYINLIZIZUCHENG,DUITUCENGCAILIAOJINXINGLEFENLEI:FUHUAWU、LVHUAWU、YANGFUHUAWU、YANGHUAWUHEQITAWUZHI(LIUHUAWU、DANHUAWU、XIUHUAWU、DIANHUAWU、LINHUAWUDENG)。CIWAI,ZUOZHEHAIJIANGYANGHUAWUFENWEIJUYINLIZIYANGHUAWUHEFEIJUYINLIZIYANGHUAWU。GENJUZHEIYIDINGYI,CHUANTONGDESANYUANJINSHUYANGHUAWUTUCENG(LIRULiAlO2、LiTaO3、LiNbO3、Li4Ti5O12HELi2ZrO3)SHUYUFEIJUYINLIZIYANGHUAWULEI。SHANGTUHESHANGBIAOZONGJIELEXIANGWENDINGXINGSHAIXUAN(2)、DIANHUAXUEWENDINGXINGSHAIXUAN(3)HEHUAXUEWENDINGSHAIXUAN(4)HOU,FUHEYAOQIUDEHUAHEWUSHULIANGHEBAIFENBI。RUSHANGBIAOSUOSHI,TONGGUO2CENGSHAIXUANDE1600ZHONGXIANGWENDINGCAILIAOZHONG,CHAOGUO50%SHIYANGHUAWU,BINGQIE,FEIJUYINLIZIYANGHUAWU(397)HEJUYINLIZIYANGHUAWU(411)DESHULIANGDAZHIXIANGDENG。


SAN、DIANHUAXUEWENDINGXINGSHAIXUAN

CAILIAODEDIANHUAXUEWENDINGXINGCHUANGKOUSHIYIGEFEICHANGZHONGYAODECANSHU,TAYIWEIZHEZAIDIANCHIGONGZUOSHI,TUCENGCAILIAOHUIBUHUICANYUDIANHUAXUEFANYING,HUOZHEHUIBUHUIFASHENGDUIDIANCHIYOUHAIDEFANYING。MUQIANXIANYOUDEZHENGJICAILIAO,QICHONGFANGDIANXUNHUANZHONGDEGONGZUODIANYACONG2.5VDAO4.5VBUDENG,YINCILIANGHAODEZHENGJITUCENGCAILIAO,QIYANGHUAJIXIANYINGZUGOUGAO,ZHEIYANGCAINENGZAIGAOYAXIABAOCHIWENDING。KAOLVDAOMOUXIEQIANZAIDEDONGLIXUEWENDINGXING,ZUOZHEJIANGYANGHUAJIXIANDEBIAOZHUNSHEZHIWEIVox ≥ 4.0V,JIANGHAIYUANJIXIANSHEZHIWEIVred ≤ 2.7V。


借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法


边锋游戏SHANGTUaXIANSHILETONGGUOXIANGWENDINGXINGSHAIXUANDE1600ZHONGHUAHEWUDEDIANHUAXUEWENDINGXINGCHUANGKOU,RURichardsBAODAODENEIYANG,CAILIAODEYANGHUAJIXIANZHUYAOYOUYINLIZIZHONGLEIJUEDING,KEYIKANCHU,FUHUAWUTONGCHANGJUYOUZUIGAODEYANGHUAJIXIAN,QICISHILVHUAWU、JUYINLIZIYANGHUAWUHEFEIJUYINLIZIYANGHUAWU,“QITA”LEIHUAHEWUJUYOUDEYANGHUAJIXIANZUIDI,SHENZHIDIYU2.5 V。ZAISHANGTUaZHONG,4.0VCHUDESHUIPINGXUXIANBIAOSHIDIANHUAXUEWENDINGXINGCHUANGKOUDEZUIXIAOYANGHUAJIXIAN,2.7VCHUDECHUIZHIXUXIANBIAOSHIZUIDAHAIYUANJIXIAN。YINCI,ZUOSHANGJIAOLVSEYINYINGQUYUDAIBIAOTONGGUOSHAIXUANDE302ZHONGHUAHEWU,JINGGUOZHEIYILUNSHAIXUANHOU,JUYINLIZIYANGHUAWU(109)DETONGGUOLVGAOYUFEIJUYINLIZIYANGHUAWU(31)。


SI、HUAXUEWENDINGXINGSHAIXUAN

JIEXIALAI,ZUOZHEKAOLVLEZHENGJITUCENGDEHUAXUEWENDINGXINGXUQIU。YIBAN,RUGUOMEIYOUTUCENG,NEIMEZHENGJIHESSEsZHIJIANDEJIEMIANHUIFASHENGHUAXUEFANYING,BANSUIZHEYUANZIDEXIANGHUKUOSANHELIZIJUEYUANXIANGDEXINGCHENG。DANGZHENGJIBEITUCENGCAILIAOTUFUSHI,ZHENGJI/SSEsJIEMIANBEILIANGGEXINJIEMIANQUDAI:ZHENGJI/TUCENGJIEMIANHETUCENG/SSEsJIEMIAN。DUIYUMEIGEJIEMIANXITONG,ZUOZHEDOULIYONGDFTJISUANCHUZUIFUFANYINGNENG(ΔErxt),/ΔErxt/DEZHIYUEDA,JIEMIANXITONGHUOXINGYUEGAO。SHAIXUANHOUDEJIEGUORUTU3bSUOSHI,ZONGGONG184ZHONGHUAHEWU,QIZHONG106ZHONGLAIZIICSD。


WU、SHAIXUANJUYINLIZIYANGHUAWU

边锋游戏FUHUAWUHELVHUAWUSHILIANGLEIJUYOUTESHUDIANHUAXUEWENDINGXINGHEHUAXUEWENDINGXINGDECAILIAO,TAMENGONGZHANTONGGUO4HAOSHAIXUANHOU184ZHONGHUAHEWUDE60%,TEBIESHILiF, LiCl, LiRbCl2, LiCsCl2, LiRb2Cl3HENMC、LPSWANQUANBUFANYING。DANSHI,ZHEIXIECAILIAODELIZIDAODIANXINGBUTAIHAO。YUZHIXIANGBI,JUYINLIZIYANGHUAWUDELIZIDIANDAOLVTONGCHANGJIAOGAO,BIRUNASICON、LISICON、LiPONDENG。YINCI,ZUOZHEJUEDINGXIAYIBUSHAIXUANDEZHONGDIANFANGZAIJUYINLIZIYANGHUAWUSHANG,YUANYINYOUER:(1)TAMENSHILIANGHAODELILIZIDAOTI,(2)HECHENGFANGFABIJIAOCHENGSHU。SUIHOU,ZUOZHECONG66ZHONGJUYINLIZIYANGHUAWUZHONGSHAIXUANCHULIUZHONGQIANZAIDETUCENGCAILIAO,FENBIEWEILiH2PO4,LiTi2(PO4)3,LiPO3,LiLa(PO3)4HELiCs(PO3)2。


5.1 LIUZHONGJUYINLIZIYANGHUAWUDEWENDINGXING


借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法


LIUZHONGJUYINLIZIYANGHUAWUDEDIANHUAXUEWENDINGXINGCHUANGKOURUSHANGTUSUOSHI,WEILEJINXINGBIJIAO,ZUOZHEHAIHUIZHILECHANGYONGLIUDAILINSUANYANGUTAIDIANJIEZHIHEJUYINLIZIYANGHUAWUTUCENGDEDIANHUAXUEWENDINGXINGCHUANGKOU,BIRULi6PS5Cl (LPSCl), LGPS, LPS, LLZO;BIRULi2ZrO3, LiNbO3, LiTaO3。YUCHANGJIANLIUHUAWUDECHADIANHUAXUEWENDINGXINGYIZHI,SANZHONGLIUDAILINSUANYANSSEDEYANGHUAJIXIANJUNDIYU2.5 V,ERYANGHUAWULLZOSUIRANJUYOUGENGKUANDEDIANHUAXUEWENDINGCHUANGKOU,YANGHUAJIXIANWEI2.9V,DANGAIZHIRENGRANTAIDI,WUFAYUGAOYAZHENGJIDAPEI。SANYUANJINSHUYANGHUAWUTUCENGCAILIAOYULIUDAILINSUANYAN、YIJIYANGHUAWUGUTAIDIANJIEZHIXIANGBI,MINGXIANJUYOUGENGHAODEYANGHUAWENDINGXING(3.4–4.0 V),XIANGBIZHIXIA,TUZHONGSUOLIEDEJUYINLIZIYANGHUAWUTIGONGLEBIFEIJUYINLIZIYANGHUAWUTUCENGGENGGAODEYANGHUAJIXIAN(4.5 V)。


借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法


WEILEJIANYANTUCENGCAILIAOYUZHENGJI、DIANJIEZHIZHIJIANDEHUAXUEFANYINGXING,ZUOZHEZAISHANGTUZHONGJIANGFANYINGNENG,YONGCAISEDANYUANBIAOCHUYIBIAOSHIGEZHONGJIEMIAN:QUANLIHUAZHENGJI/TUCENG、QUANLIHUAZHENGJI/SSEHESSE/TUCENG。RUTUSUOSHI,SUOYOUDELIUDAILINSUANYANDIANJIEZHIDOUYUCHULFPOWAIDESUOYOUZHENGJIDOUFASHENGQIANGLIEFANYING。ERSHILIUSHIXINGYANGHUAWUDIANJIEZHILLZOYUYANGHUAZHENGJIDEHUAXUEXIANGRONGXINGBILIUDAILINSUANYANDIANJIEZHIGAO,TEBIESHI,LLZOYUQUANLIHUANCMHELCODEFANYINGNENGWEILING,DANZAICHONGDIANGUOCHENGZHONG,LLZOYUBANLIHUAYINJIZHIJIANHUIFASHENGFANYING。YINCI,ZAILCO/LLZOJIEMIANSHANGRENGRANXUYAOYICENGREWENDINGDETUCENGCAILIAOLAIYIZHIGAOWENSHAOJIEGUOCHENGZHONGYUANSUDEXIANGHUKUOSAN。CIWAI,RUTUSUOSHI,SANYUANJINSHUYANGHUAWUTUCENGHEJUYINLIZITUCENGTONGCHANGHUIFUYULIUHUAWUDIANJIEZHIYUYANGHUAWUZHENGJIGENGWENDINGDEJIEMIAN,SHISHISHANG,YIXIESANYUANJINSHUYANGHUAWUTUCENGJISHIZAIQUANLIHUAHEBANLIHUAZHUANGTAIXIA(LIRU,LiTaO3/NCMHELiNbO3/LCOJIEMIAN),YEBUHUIYUYANGHUAWUZHENGJIFANYING。Li3PO4YEKEYIQIDAODUNHUACENGDEZUOYONG,XIANZHIJINYIBUDEFANYING,ZHEIKEYIGUIYINYUTAMENZAIP-OJIANHESHANGDEGAODUXIANGSIXING。

 

边锋游戏5.2 YUODELAOGUJIEHETIGAOLETUCENGDEWENDINGXING



JUYINLIZIYANGHUAWUTUCENGYOUYUJUYOUJIAOGAODEYANGHUAWENDINGXINGHEJIAOXIAODEHUAXUEFANYINGXING,YINCIJUYOUGUANGKUODEYINGYONGQIANJING。LIRU,ZAILINSUANYANZUOWEIDIANJIEZHIDEQINGKUANGXIA,YOUYUTUCENGZHONGDESUOYOULINDOUYIYUYANGJIEHE,YINCISSEHETUCENGZHIJIANMEIYOUO-SJIAOHUAN,LINGYIFANGMIAN,RENHELINSUANYANDIANJIEZHIYUXIANCHENGDELIZHENGJIXIANGJIECHU,DOUYOUFASHENGFANYINGDEQUSHI。SHANGBIAOTONGGUOJIANGLIUZHONGFEIJUYINLIZIYANGHUAWUHEJUYINLIZIYANGHUAWUDEYANGHUAJIXIANHEFENJIECHANWUJINXINGDUIBI。KEYIKANDAO,YANGYINLIZIZAIGAOYAXIAYANGHUAXINGCHENGYANGQI,LEISIYUSHOUCICHONGDIANSHIZAIZHENGJIBIAOMIANGUANCHADAODEYANGQISUNSHI。RANER,JUYINLIZIYANGHUAWUDEYANGHUAJIXIANMINGXIANGAOYUFEIJUYINLIZIYANGHUAWU。


借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法


ZUOZHEJINYIBUTANTAOLELINSUANYANLEIHUAHEWUJIANHEXINGZHIYUYANGHUAJIXIANZHIJIANDEGUANXI,RUSHANGTUSUOSHI,TONGGUOXIANGWENDINGXINGSHAIXUANDE150GELINSUANYANDEYANGHUAJIXIANFENBUTU。ZUOZHEJIANGQIFENWEIZHENGLINSUANYAN(31)、JIAOLINSUANYAN(23)HEJIANLINSUANYAN(96)。YOUYUDIANGANXIAOYING,LINSUANYANYINJIDEO/PBIJIAODI。SHISHISHANG,YANGHUAJIXIANDEZENGJIAHELILIZICHACENGDIANYADEZENGJIADOUKEYIGUIYINYUP-OJIANZAILINSUANSUOHEGUOCHENGZHONGDEGONGJIAXINGZENGQIANG。

 

5.3 LIZIDAODIANXINGHEYANGHUAWENDINGXINGZHIJIANDEQUANHENG

边锋游戏JINGUANJUYINLIZIYANGHUAWUJUYOUHENGAODEDIANHUAXUEWENDINGXING,DANZUOZHEZHUYIDAO,ZAIZHEIXIECAILIAOZHONG,GAOLIZIDAODIANXINGHEGAOYANGHUAJIXIANZHIJIANCUNZAIZHEMOUZHONGQUANHENG。


借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法


SHANGTUaXIANSHILETONGGUOXIANGWENDINGXINGSHAIXUANDESUOYOU411ZHONGHAN LiJUYINLIZIYANGHUAWUDEYANGHUAJIXIAN,YUQILiYUANZIFENSHUDEGUANXI。CONGTUaZHONGSHUJUDIANDEXIANXINGNIHEJISUANCHUDELANSEQUSHIXIANKEYIGUANCHADAO,JUYINLIZIYANGHUAWUDEYANGHUAJIXIANSUIZHELIHANLIANGDEZENGJIAERJIANGDI。TUbZESHIZUOWEITONGGUOSHAIXUANHOUDEJUYINLIZIYANGHUAWUYANGHUAJIXIANHANSHUZUIDALiFENSHUTU。LIRU,TUbZHONGLiPO3DEZUOBIAOWEI(5 V,0.20),ZHEIYIWEIZHEDUIYUJUYINLIZIYANGHUAWU,ZHINENGZAILIYUANZIFENSHUBUDAYU0.20DEHUAHEWUZHONGGUANCHADAO5 VHUOGENGGAODEYANGHUAJIXIAN。CIWAI,TUbYEBIAOMING,ZAI4 VYISHANGDEYANGHUAJIXIANXIA,ZUIDALIHANLIANGJIJUXIAJIANG。

 

边锋游戏LIU、DANGQIANTUCENGCELVEDETIAOZHAN

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借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法


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借助大数据分析从10万候选物中高通量筛选全固态电池正极涂层的方法


边锋游戏ZAISHANGTUZHONG,ZUOZHEDUITUCENGCAILIAOZAIBUTONGJIAGONGTIAOJIAN(SHAOJIE、REYAHUOLENGYA)XIA,YUGEZHONGZHENGJI/SSEJIEMIANDAPEIJICHULEJIANYI。ZUOZHERENWEI,BUGUANSHISHENMEJIEMIAN,DOUTUIJIANSHIYONGPENGSUANLI,YINWEIPENGSUANLIJUYOULIANGHAODEHUAXUEWENDINGXINGHEGAOYANGHUAJIXIAN。SUIRANZUOZHEYANJIUDEJIEGUOBIAOMING,LiBa(B3O5)3DUILILIZICHUANDAOJUYOUHENGAODEQIANYINENGLEI,DANQITALIHANLIANGJIAOGAODEPENGSUANYANRENGYOUKENENGBIAOXIANCHUJIAOGAODELIZIDAODIANXING。CIWAI,ZUOZHEJIANYILINSUANYANTUCENGYULIUHUAWUSSEsDAPEISHIYONG,DANBUNENGYULLZOPEITAOSHIYONG,YINWEILLZOZAIZHIBEISHIHUICHANSHENGGAOWEN,ERLINSUANYANTUCENGZAIGAOWENXIAHUIYULLZOFASHENGFANYINGXING。RUGUOFEIYAOYONGLLZODIANJIEZHI,NEIMEJIANYIYONGYANGHUAWUTUCENG(RULiNbO3HELiTaO3)。

稿件来源: 能源学人
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