{"id":112648,"date":"2026-10-04T11:25:10","date_gmt":"2026-10-04T03:25:10","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/112648.html"},"modified":"2026-10-04T11:25:10","modified_gmt":"2026-10-04T03:25:10","slug":"%e7%a3%b7%e9%85%b8%e9%93%81%e9%94%82hev%e5%ba%94%e7%94%a8%ef%bc%9a%e5%b9%b3%e5%8f%b0%e5%8c%ba%e7%9c%8b%e4%b8%8d%e6%b8%85soc%ef%bc%8c%e6%80%8e%e4%b9%88%e6%8a%a0%e5%87%ba%e6%9d%a5%ef%bc%9f%e6%94%b6","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/112648.html","title":{"rendered":"\u78f7\u9178\u94c1\u9502HEV\u5e94\u7528\uff1a\u5e73\u53f0\u533a\u770b\u4e0d\u6e05SOC\uff0c\u600e\u4e48\u62a0\u51fa\u6765\uff1f\u6536\u8bd5\u4e00\u4e0b\u201c\u5747\u503c+\u5dee\u5206\u201c\u6a21\u578b"},"content":{"rendered":"<p>\u6587\u732e\u4fe1\u606f&#xff1a;Yuejiu Zheng, Minggao Ouyang, Languang Lu, Jianqiu Li, Xuebing Han, Liangfei Xu, Hongbin Ma, Thomas A. Dollmeyer, Vincent Freyermuth. Cell state-of-charge inconsistency estimation for LiFePO4 battery pack in hybrid electric vehicles using mean-difference model. Applied Energy, 2013, 111: 571\u2013580.<\/p>\n<hr \/>\n<ul>\n<li>\u6838\u5fc3\u95ee\u9898&#xff1a;\u6df7\u52a8\u8f66(HEV)\u91cc\u78f7\u9178\u94c1\u9502(LFP)\u5355\u4f53SOC\u4e0d\u4e00\u81f4\u5f88\u96be\u5728\u7ebf\u6d4b\u51fa\u6765\u2014\u2014\u56e0\u4e3aLFP\u4e2d\u6bb510%-90%\u7684SOC-OCV\u66f2\u7ebf\u662f\u4e2a\u5927\u5e73\u53f0\u533a&#xff0c;\u7535\u538b\u51e0\u4e4e\u4e0d\u968fSOC\u53d8&#xff0c;\u60f3&#034;\u4ece\u7535\u538b\u53cd\u63a8SOC\u5dee&#034;\u5728\u5e73\u53f0\u533a\u76f4\u63a5\u5931\u6548&#xff0c;HEV\u53c8\u628aSOC\u94b3\u5728\u7a84\u7a97\u53e3\u3001\u7535\u6d41\u5927\u800c\u8df3\u3002<\/li>\n<li>\u65b9\u6cd5\u521b\u65b0&#xff1a;\u63d0\u51fa Mean-plus-Difference Model&#xff08;\u5747\u503c&#043;\u5dee\u5206\u6a21\u578b&#xff09;&#xff0c;\u6309\u9891\u6bb5\u5207\u5206\u2014\u2014\u9ad8\u9891\u7528\u5747\u503c\u6a21\u578b(CMM)\u63cf\u8ff0pack\u6574\u4f53\u6027\u80fd&#xff0c;\u4f4e\u9891\u7528\u5dee\u5206\u6a21\u578b(CDM)\u7814\u7a76\u5355\u4f53\u76f8\u5bf9&#034;\u5747\u503c\u7535\u6c60&#034;\u7684\u7535\u538b\u5dee&#xff0c;\u5e76\u628a\u5dee\u62c6\u6210 SOC\u5dee\u5f02 &#043; \u5185\u963b\u5dee\u5f02&#xff0c;\u518d\u4ece\u5dee\u503c\u53cd\u63a8OCV\u5dee\u3001\u7528SOC\u5dee\/OCV\u5dee\u66f2\u7ebf\u8f6c\u6210SOC\u5dee\u3002<\/li>\n<li>\u89c2\u6d4b\u7b56\u7565\u70b9\u775b&#xff1a;\u65e2\u7136\u5e73\u53f0\u533aOCV\u4e0d\u654f\u611f&#xff0c;\u5c31\u522b\u786c\u521a\u2014\u2014HEV\u8fd0\u884c\u65f6\u95f4\u6b47\u628apack SOC\u538b\u523030%\u9644\u8fd1&#xff0c;\u5229\u7528LFP\u4f4eSOC\u7aefOCV\u659c\u7387\u9661\u5ced\u7684\u7279\u70b9\u505a\u7cbe\u786e\u6821\u51c6&#xff0c;\u628a&#034;\u770b\u4e0d\u89c1\u7684\u5e73\u53f0\u533a\u5dee\u5f02&#034;\u632a\u5230&#034;\u770b\u5f97\u89c1\u7684\u9661\u5ced\u533a&#034;\u3002<\/li>\n<li>\u5de5\u7a0b\u4ef7\u503c&#xff1a;\u53ea\u9760\u73b0\u6709\u7535\u538b\/\u7535\u6d41\u6d4b\u91cf\u3001\u4e0d\u52a0\u786c\u4ef6\u4e0d\u589e\u7b97\u529b&#xff0c;\u5c31\u80fd\u5728HEV\u8fd0\u884c\u65f6\u5b9a\u91cf\u6807\u51fa\u5355\u4f53SOC\u4e0d\u4e00\u81f4&#xff0c;\u4e3a\u5747\u8861(equalization)\u63d0\u4f9b&#034;\u773c\u775b&#034;\u3002<\/li>\n<li>\u6210\u719f\u5ea6&#xff1a;\u4f5c\u4e3a&#034;\u5747\u503c&#043;\u5dee\u5206&#034;\u8303\u5f0f\u9ad8\u5ea6\u6210\u719f\u3001\u53ef\u590d\u7528&#xff1b;\u4f5c\u4e3a\u90a3\u5957\u5177\u4f53&#034;\u538b\u523030%&#034;\u7b56\u7565\u53ea\u5bf9HEV\u6210\u7acb&#xff0c;\u7eaf\u7535\u8f66\u9700\u6362\u6821\u51c6\u7a97\u53e3&#xff0c;\u4e14SOC\u5dee\/OCV\u5dee\u66f2\u7ebf\u4f1a\u968f\u8001\u5316\u6f02\u79fb\u9700\u5728\u7ebf\u4fee\u6b63\u3002<\/li>\n<\/ul>\n<hr \/>\n<p>&#x1f4ca; \u4f60\u6240\u5728\u9879\u76ee\u7684BMS&#xff0c;\u600e\u4e48\u5904\u7406\u7535\u6c60\u5305\u5355\u4f53\u4e0d\u4e00\u81f4&#xff1f;<\/p>\n<p>&#8211; A. \u9760\u88ab\u52a8\u5747\u8861&#043;\u6574\u8f66\u7aef\u7edf\u4e00SOC &#8211;<\/p>\n<p>B. \u6bcf\u4e2a\u5355\u4f53\u5355\u72ec\u8dd1SOC\u4f30\u8ba1<\/p>\n<p>&#8211; C. \u7528&#034;\u4ee3\u8868\u5355\u4f53\/\u5747\u503c&#043;\u5dee\u5206&#034;\u65b9\u6cd5<\/p>\n<p>&#8211; D. \u9760AI\u6a21\u578b\u76f4\u63a5\u9690\u5f0f\u5b66\u4e60<\/p>\n<p>&#8211; E. \u57fa\u672c\u6ca1\u7ba1&#xff0c;\u5148\u7a33\u5b9a\u518d\u8bf4<\/p>\n<p>\u6b22\u8fce\u5728\u8bc4\u8bba\u533a\u7559\u4e0b\u4f60\u7684\u9009\u9879 &#x1f447;<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261004032509-6ac1c7151b5be.jpg\" \/><\/p>\n<hr \/>\n<h3>\u7b2c\u4e00\u5c42&#xff1a;\u95ee\u9898\u610f\u8bc6\u2014LFP\u5728HEV\u91cc&#xff0c;\u5355\u4f53SOC\u4e0d\u4e00\u81f4\u51e0\u4e4e&#034;\u770b\u4e0d\u89c1&#034;<\/h3>\n<p>\u7535\u6c60\u5305SOC\u4e0d\u4e00\u81f4\u4eba\u4eba\u77e5\u9053\u8981\u505a\u5747\u8861&#xff0c;\u4f46\u8fd9\u7bc7\u6233\u7684\u662f\u4e2a\u66f4\u72e0\u7684\u5de5\u7a0b\u75db\u70b9\u2014\u2014\u5728\u6df7\u52a8\u8f66(HEV)\u91cc&#xff0c;LFP\u5355\u4f53\u7684SOC\u4e0d\u4e00\u81f4\u5f88\u96be\u76f4\u63a5\u6d4b\u51fa\u6765\u3002\u6839\u6e90\u662f\u4e24\u5c42\u96be&#xff1a;<\/p>\n<li>LFP\u7684SOC-OCV\u66f2\u7ebf\u592a\u5e73\u3002\u4e2d\u6bb510%-90%\u662f\u4e2a\u5927\u5e73\u53f0\u533a&#xff0c;\u7535\u538b\u51e0\u4e4e\u4e0d\u968fSOC\u53d8&#xff08;\u659c\u7387\u6781\u5c0f&#xff09;\u3002\u4f60\u628a\u4e24\u4e2aSOC\u5dee20%\u7684\u5355\u4f53\u653e\u4e00\u8d77&#xff0c;\u7aef\u7535\u538b\u5c31\u5dee\u51e0\u5341\u6beb\u4f0f&#xff0c;\u566a\u58f0\u4e00\u76d6\u5c31\u5206\u4e0d\u51fa\u6765\u2014\u2014&#034;\u4ece\u7535\u538b\u53cd\u63a8SOC\u5dee&#034;\u8fd9\u6761\u8def\u5728\u5e73\u53f0\u533a\u76f4\u63a5\u5931\u6548\u3002<\/li>\n<li>HEV\u5de5\u51b5\u66f4\u82db\u523b\u3002HEV\u7535\u6c60SOC\u88ab\u7ba1\u7406\u5c42\u6b7b\u6b7b\u94b3\u5728\u7a84\u7a97\u53e3\u91cc(\u901a\u5e3840%-80%)&#xff0c;\u5de5\u4f5c\u7535\u6d41\u53c8\u5927\u53c8\u8df3\u3002\u5355\u4f53\u628a\u5747\u503c\u6a21\u578b\u90a3\u5957\u5355\u7535\u6c60\u4f30\u8ba1\u7b97\u6cd5\u642c\u4e0a\u6765&#xff0c;\u8bef\u5dee\u88ab\u5de5\u51b5\u653e\u5f97\u5f88\u5927\u3002<\/li>\n<p>\u6240\u4ee5\u5b83\u7684\u672c\u8d28\u95ee\u9898\u4e0d\u662f&#034;\u600e\u4e48\u628aSOC\u4f30\u51c6&#034;&#xff0c;\u800c\u662f&#034;\u5728\u73b0\u6709\u6d4b\u91cf(\u7535\u538b\/\u7535\u6d41\/\u6e29\u5ea6)\u4e0d\u589e\u52a0\u786c\u4ef6\u7684\u524d\u63d0\u4e0b&#xff0c;\u600e\u4e48\u628a\u6bcf\u4e2a\u5355\u4f53\u504f\u79bb\u5305\u5747\u503c\u7684SOC\u5dee\u5355\u72ec\u62a0\u51fa\u6765&#034;\u3002\u8fd9\u662f\u7ed9\u5747\u8861\u548c\u4e00\u81f4\u6027\u7ba1\u7406\u63d0\u4f9b&#034;\u773c\u775b&#034;\u7684\u57fa\u7840\u9898\u3002<\/p>\n<h3>\u7b2c\u4e8c\u5c42&#xff1a;\u6838\u5fc3\u521b\u65b0\u672c\u8d28\u2014\u628a&#034;\u5747\u503c&#034;\u548c&#034;\u5dee\u5f02&#034;\u62c6\u5f00&#xff0c;\u6309\u4e24\u4e2a\u4e0d\u540c\u9891\u6bb5\u5404\u7b97\u5404\u7684<\/h3>\n<p>\u8fd9\u5957 Mean-plus-Difference Model&#xff08;M&#043;D Model&#xff09; \u7684\u601d\u8def\u5f88\u5e72\u51c0&#xff0c;\u6838\u5fc3\u662f\u6309\u9891\u7387\u5207\u5206\u5efa\u6a21&#xff1a;<\/p>\n<ul>\n<li>Cell Mean Model&#xff08;CMM&#xff0c;\u5747\u503c\u6a21\u578b&#xff09;&#xff1a;\u7ba1\u9ad8\u9891\u3002\u7528\u6574\u4e2apack\u7684\u5e73\u5747\u7279\u6027\u63cf\u8ff0&#034;\u5747\u503c\u7535\u6c60&#034;&#xff0c;\u53cd\u6620\u6574\u4f53\u6027\u80fd\u2014\u2014\u56e0\u4e3a\u5728\u7ebf\u80fd\u6d4b\u5230\u7684\u52a8\u6001\u7535\u538b\u53d8\u5316&#xff0c;\u4e3b\u8981\u7531\u5747\u503c\u652f\u914d\u3002<\/li>\n<li>Cell Difference Model&#xff08;CDM&#xff0c;\u5dee\u5206\u6a21\u578b&#xff09;&#xff1a;\u7ba1\u4f4e\u9891\u3002\u53ea\u770b&#034;\u6bcf\u4e2a\u5355\u4f53\u7535\u538b vs \u5747\u503c\u7535\u6c60\u7535\u538b&#034;\u7684\u5dee\u503c(CVD)&#xff0c;\u5e76\u628a\u8fd9\u4e2a\u5dee\u503c\u62c6\u6210\u4e24\u90e8\u5206\u6765\u6e90\u2014\u2014SOC\u5dee\u5f02\u548c\u5185\u963b\u5dee\u5f02\u3002\u56e0\u4e3a\u5dee\u503c\u672c\u8eab\u662f\u4f4e\u9891\u91cf\u3001\u6270\u52a8\u5c0f&#xff0c;\u53ef\u4ee5\u88ab\u6b63\u5219\u5316\u51fa\u6765\u7684CDM\u7a33\u5b9a\u8ffd\u8e2a&#xff0c;\u518d\u4ece\u4e2d\u53cd\u63a8\u5355\u4f53\u7684 OCV\u5dee\u5f02\u3002<\/li>\n<\/ul>\n<p>\u5173\u952e\u4e00\u8dc3\u5728\u6570\u636e\u89c2\u6d4b\u7b56\u7565&#xff1a;\u65e2\u7136\u5e73\u53f0\u533aOCV\u4e0d\u654f\u611f&#xff0c;\u90a3\u5c31\u522b\u786c\u521a\u2014\u2014\u5728HEV\u8fd0\u884c\u4e2d\u95f4\u6b47\u6027\u628apack SOC\u538b\u523030%\u9644\u8fd1\u3002LFP\u5728\u4f4eSOC\u7aef(&lt;30%)OCV\u659c\u7387\u9661\u7136\u53d8\u9661&#xff0c;\u8fd9\u65f6\u7528\u73b0\u6709\u6d4b\u91cf\u505a\u4e00\u6b21\u7cbe\u786e\u6821\u51c6&#xff0c;\u62ff&#034;OCV\u5dee&#034;\u6cbfSOC\u5dee\/OCV\u5dee\u66f2\u7ebf\u4e00\u67e5&#xff0c;\u5c31\u628a\u5355\u4f53SOC\u4e0d\u4e00\u81f4\u5b9a\u91cf\u6807\u51fa\u6765\u4e86\u3002<\/p>\n<p>\u4e00\u53e5\u8bdd\u672c\u8d28&#xff1a;\u628a&#034;\u770b\u4e0d\u89c1\u7684\u5e73\u53f0\u533a\u5dee\u5f02&#034;\u632a\u5230&#034;\u770b\u5f97\u89c1\u7684\u4f4eSOC\u9661\u5ced\u533a&#034;&#xff0c;\u7528\u9ad8\u9891\u5747\u503c&#043;\u4f4e\u9891\u5dee\u5206\u4e24\u4e2a\u6a21\u578b\u5206\u5934\u9501\u5b9a&#xff0c;\u518d\u9760\u4e00\u6761\u4e8b\u524d\u6807\u5b9a\u7684SOC-OCV\u5dee\u66f2\u7ebf\u8f6c\u8bd1\u6210SOC\u5dee\u3002<\/p>\n<h3>\u7b2c\u4e09\u5c42&#xff1a;\u8de8\u4f53\u7cfb\u89e6\u7c7b\u65c1\u901a\u2014\u2014\u8fd9\u5957&#034;\u5747\u503c&#043;\u5dee\u5206&#034;\u601d\u60f3\u662f\u88ab\u53cd\u590d\u590d\u7528\u7684\u9aa8\u67b6<\/h3>\n<p>\u8fd9\u7bc7\u6700\u503c\u94b1\u7684\u4e0d\u662f\u90a3\u5957\u5177\u4f53\u6570&#xff0c;\u800c\u662f\u5b83\u56fa\u5b9a\u4e0b\u6765\u7684&#034;\u5747\u503c\u6a21\u578b&#043;\u5dee\u5206\u6a21\u578b&#034;\u6846\u67b6&#xff0c;\u540e\u6765\u6210\u4e86\u6574\u4e2aBMS\u9886\u57df\u7684\u65b9\u6cd5\u8bba\u9aa8\u67b6&#xff1a;<\/p>\n<ul>\n<li>\u540c\u56e2\u961f\u81ea\u7814\u5ef6\u7eed(\u90d1\u5cb3\u4e45\/\u6b27\u9633\u660e\u9ad8)&#xff1a;2018\u5e74\u300aJ. Power Sources\u300b\u7528 MDM&#043;EKF \u505a\u9502\u7535pack\u7684SOC\u4e0d\u4e00\u81f4\u5728\u7ebf\u4f30\u8ba1&#xff1b;\u540c\u5e74\/2019\u5e74\u7528 MDM \u505a\u4e32\u8054pack\u7684\u5fae\u77ed\u8def(ISC)\u5b9a\u91cf\u8bca\u65ad(IEEE TIE)&#xff0c;\u628a&#034;\u5355\u4f53\u504f\u79bb\u5747\u503c&#034;\u76f4\u63a5\u5f53\u6210\u6545\u969c\u63a2\u9488\u2014\u2014\u4e00\u81f4\u6027\u5dee\u4fe1\u53f7\u672c\u8eab\u5c31\u6210\u4e86\u5b89\u5168\u8bca\u65ad\u4f9d\u636e\u3002<\/li>\n<li>\u8de8\u4f53\u7cfb\u5bf9\u7167(\u540c\u671f\u4e3b\u6d41\u65b9\u6848)&#xff1a;\u540c\u6d4e\u6234\u6d77\u5cf0\u7b49\u7684\u53cc\u65f6\u95f4\u5c3a\u5ea6\u5361\u5c14\u66fc(different-time-scale KF)\u3001\u718a\u745e\u7b49\u7684\u4ee3\u8868\u5355\u4f53(SV\u9009\u4e3b\u5143)\u2014\u2014\u90fd\u662f&#034;\u7b97\u5747\u503c\/\u4ee3\u8868&#xff0c;\u518d\u5f80\u5355\u4f53\u63a8&#034;\u7684\u540c\u4e00\u6761\u8def\u5b50\u3002MDM\u7684\u76f8\u5bf9\u597d\u5904\u662f\u8f7b(\u6bcf\u6b65\u53ea\u7ebf\u6027\u5316\u5dee\u5206\u9879)&#043;\u7a33(\u4f4e\u9891\u5dee\u5206\u6297\u566a)&#xff0c;\u66f4\u9002\u5408\u7b97\u529b\u7d27\u7684HEV BMS&#xff1b;\u4ee3\u8868\u5355\u4f53\u6cd5\u7701\u7b97\u529b\u4f46\u727a\u7272\u4e86\u5bf9&#034;\u6700\u5dee\u5355\u4f53&#034;\u7684\u8986\u76d6\u3002<\/li>\n<li>\u5ef6\u4f38\u5230\u4eca\u5929&#xff1a;\u5747\u503c-\u5dee\u5206\u4e5f\u88ab\u7528\u4e8e\u9000\u5f79\u7535\u6c60\u68af\u6b21\u5206\u9009\u3001\u4e91BMS(Bi-LSTM&#043;MDM)\u7684\u7535\u538b\u5f02\u5e38\/\u70ed\u5931\u63a7\u524d\u5146\u8bca\u65ad\u3002\u8fd9\u8bf4\u660e\u5b83\u4e0d\u662f\u4e00\u4e2a\u5b64\u7acb\u7b97\u6cd5&#xff0c;\u800c\u662f\u4e00\u7c7b\u5de5\u7a0b\u4e0a\u53ef\u590d\u7528\u7684\u7cfb\u7edf\u5efa\u6a21\u8303\u5f0f\u3002<\/li>\n<\/ul>\n<h3>\u7b2c\u56db\u5c42&#xff1a;\u5de5\u7a0b\u843d\u5730\u6210\u719f\u5ea6\u8bc4\u4f30\u2014\u8fd9\u6761\u8def\u503c\u5f97\u501f\u9274\u4ec0\u4e48<\/h3>\n<p>\u5224\u65ad&#xff1a;\u4f5c\u4e3a&#034;\u7b97\u6cd5\u8303\u5f0f&#034;\u9ad8\u5ea6\u6210\u719f\u3001\u53ef\u76f4\u63a5\u590d\u7528&#xff1b;\u4f5c\u4e3a&#034;\u90a3\u5957\u5177\u4f5330%\u7b56\u7565&#034;\u8981\u6309\u8f66\u578b\u91cd\u6807\u5b9a\u3002 \u5206\u4e09\u5c42\u8bf4&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u53ef\u76f4\u63a5copy\u7684&#xff1a;\u5747\u503c\/\u5dee\u5206\u6309\u9891\u6bb5\u62c6\u5206\u7684\u5efa\u6a21\u601d\u8def\u3001\u7528\u73b0\u6709\u7535\u538b\u7535\u6d41\u6d4b\u91cf\u7684\u4f4e\u6210\u672c\u8def\u5f84\u2014\u2014\u4efb\u4f55\u505apack\u7ea7SOC\u5728\u7ebf\u4f30\u8ba1\u7684\u56e2\u961f\u90fd\u80fd\u76f4\u63a5\u501f\u7528&#xff0c;\u51e0\u4e4e\u4e0d\u589e\u52a0\u786c\u4ef6\u4e0e\u7b97\u529b\u3002<\/li>\n<li>\u26a0\ufe0f \u9700\u91cd\u6807\u5b9a\u7684&#xff1a;\u2460&#034;\u95f4\u6b47\u538b\u523030%&#034;\u8fd9\u4e2a\u89c2\u6d4b\u7b56\u7565\u53ea\u5bf9HEV\u6210\u7acb\u2014\u2014\u7eaf\u7535\u8f66\u901a\u5e38\u4e0d\u8ba9SOC\u4e3b\u52a8\u6389\u523030%\u53bb\u6821\u51c6&#xff0c;\u5f97\u6362\u6210\u53ef\u7528SOC\u7a97\u53e3\u6216\u5145\u7535\u672b\u5c3e\u6821\u51c6&#xff1b;\u2461LFP\u4e13\u5c5e(\u9760\u5e73\u53f0\/\u9661\u5ced\u533a\u7279\u6027)&#xff0c;NCM\u7b49\u66f2\u7ebf\u4e0d\u540c\u7684\u4f53\u7cfb\u8981\u6362\u6807\u5b9a\u533a\u95f4&#xff1b;\u2462SOC\u5dee\/OCV\u5dee\u66f2\u7ebf\u662f\u79bb\u7ebf\u3001\u968f\u8001\u5316\u6f02\u79fb\u7684&#xff0c;\u91cf\u4ea7\u8981\u914d\u5728\u7ebf\u4fee\u6b63&#xff0c;\u5426\u5219\u8001\u5316\u4e86\u5c31\u5931\u51c6\u3002<\/li>\n<li>&#x1f3af; 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Dollmeyer, Vincent Freyermuth. Cell state-of-charge inconsistency estimation for LiFePO4 battery pack in hybrid electric vehi<\/p>\n","protected":false},"author":2,"featured_media":112647,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[12813,12811,12810,12814,12812],"topic":[],"class_list":["post-112648","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-lifepo4","tag-soc","tag-12810","tag-12814","tag-12812"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u78f7\u9178\u94c1\u9502HEV\u5e94\u7528\uff1a\u5e73\u53f0\u533a\u770b\u4e0d\u6e05SOC\uff0c\u600e\u4e48\u62a0\u51fa\u6765\uff1f\u6536\u8bd5\u4e00\u4e0b\u201c\u5747\u503c+\u5dee\u5206\u201c\u6a21\u578b - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/112648.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u78f7\u9178\u94c1\u9502HEV\u5e94\u7528\uff1a\u5e73\u53f0\u533a\u770b\u4e0d\u6e05SOC\uff0c\u600e\u4e48\u62a0\u51fa\u6765\uff1f\u6536\u8bd5\u4e00\u4e0b\u201c\u5747\u503c+\u5dee\u5206\u201c\u6a21\u578b - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u732e\u4fe1\u606f&#xff1a;Yuejiu Zheng, Minggao Ouyang, Languang Lu, Jianqiu Li, Xuebing Han, Liangfei Xu, Hongbin Ma, Thomas A. 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