{"id":8724,"date":"2025-10-12T11:32:27","date_gmt":"2025-10-12T03:32:27","guid":{"rendered":"https:\/\/www.qiwangny.com\/?p=8724"},"modified":"2025-10-12T11:32:27","modified_gmt":"2025-10-12T03:32:27","slug":"%e4%bb%8e%e5%9f%ba%e7%a1%80%e5%88%b0%e5%ba%94%e7%94%a8%e7%9a%84%e6%8a%80%e6%9c%af%e8%b4%af%e9%80%9a%ef%bc%88soc%e2%86%92soh%e2%86%92%e5%af%bf%e5%91%bd%e2%86%92%e5%ae%89%e5%85%a8%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.qiwangny.com\/?p=8724","title":{"rendered":"\u4ece\u57fa\u7840\u5230\u5e94\u7528\u7684\u6280\u672f\u8d2f\u901a\uff08SOC\u2192SOH\u2192\u5bff\u547d\u2192\u5b89\u5168\uff09"},"content":{"rendered":"

\u4e00\u3001\u57fa\u7840\u6a21\u5757<\/h2>\n

\uff08\u4e00\uff09\u7535\u6c60\u7ba1\u7406\u6280\u672f\u6982\u8ff0<\/h3>\n
\u8bb2\u89e3\u7535\u6c60\u5de5\u4f5c\u539f\u7406\u3001\u6027\u80fd\u6307\u6807\uff0c\u660e\u786e\u7535\u6c60\u7ba1\u7406\u7cfb\u7edf\uff08BMS\uff09\u6838\u5fc3\u529f\u80fd\uff0c\u4ecb\u7ecd BMS \u8f6f\u4ef6\u5f00\u53d1\u8981\u70b9\uff0c\u5982 SOC\uff08\u8377\u7535\u72b6\u6001\uff09\u3001SOH\uff08\u5065\u5eb7\u72b6\u6001\uff09\u3001\u5269\u4f59\u5bff\u547d\u9884\u6d4b\u76f8\u5173\u5185\u5bb9 \u3002<\/div>\n

 <\/p>\n

\uff08\u4e8c\uff09\u4eba\u5de5\u667a\u80fd\u673a\u5668\u5b66\u4e60\u57fa\u7840<\/h3>\n
\u68b3\u7406\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u8109\u7edc\uff0c\u9610\u91ca\u673a\u5668\u5b66\u4e60\u5173\u952e\u6982\u5ff5\uff0c\u5217\u4e3e\u673a\u5668\u5b66\u4e60\u5728\u7535\u6c60\u7ba1\u7406\u91cc\u7684\u5e94\u7528\u6848\u4f8b\uff0c\u642d\u5efa\u6280\u672f\u5e94\u7528\u8ba4\u77e5\u57fa\u7840 \u3002<\/div>\n

 <\/p>\n

\u4e8c\u3001\u7535\u6c60\u72b6\u6001\u4f30\u8ba1\u5e94\u7528<\/h2>\n

\uff08\u4e00\uff09\u8377\u7535\u72b6\u6001\uff08SOC\uff09\u4f30\u8ba1<\/h3>\n
    \n
  1. \u65b9\u6cd5\u6db5\u76d6\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09\u3001\u795e\u7ecf\u7f51\u7edc\uff08BP\/CNN\/LSTM \u7b49\uff09\uff0c\u5305\u542b\u7535\u6c60\u6d4b\u8bd5\u3001\u6570\u636e\u91c7\u96c6\u3001\u6a21\u578b\u6784\u5efa\u9a8c\u8bc1\uff0c\u8fd8\u6709\u8fc1\u79fb\u5b66\u4e60\u9002\u914d\u4e0d\u540c\u5de5\u51b5\u53ca\u591a\u8f93\u5165\u5bf9\u6bd4 \u3002<\/li>\n
  2. \u914d\u5957\u5b9e\u4f8b\u8bb2\u89e3\uff0c\u5982\u57fa\u4e8e\u652f\u6301\u5411\u91cf\u673a\u3001\u795e\u7ecf\u7f51\u7edc\u3001\u8fc1\u79fb\u5b66\u4e60\u7684 SOC \u4f30\u8ba1\u5b9e\u64cd\u6f14\u793a \u3002<\/li>\n<\/ol>\n

    \uff08\u4e8c\uff09\u5065\u5eb7\u72b6\u6001\uff08SOH\uff09\u4f30\u8ba1<\/h3>\n
      \n
    1. \u6d89\u53ca\u591a\u79cd\u65b9\u6cd5\uff0c\u50cf\u57fa\u4e8e BP\/CNN\/LSTM \u7684\u4f30\u8ba1\uff0c\u6ee1\u5145\u6ee1\u653e\u3001\u591a\u9636\u6052\u6d41 \/ \u7247\u6bb5\u6052\u6d41\u3001\u52a8\u6001\u653e\u7535\u7b49\u5de5\u51b5\u4e0b\u7684\u8bc4\u4f30\uff0c\u4ee5\u53ca\u878d\u5408\u4e91\u7aef\u5927\u6570\u636e\u7684\u7b56\u7565\uff0c\u8fd8\u6709\u6a21\u578b\u8bef\u5dee\u8865\u507f\u76f8\u5173\u5185\u5bb9 \u3002<\/li>\n
    2. \u642d\u914d\u5b9e\u4f8b\uff0c\u5982\u6ee1\u5145\u6ee1\u653e\u3001\u591a\u9636\u6052\u6d41\u7b49\u5de5\u51b5\u4e0b\u7684 SOH \u4f30\u8ba1\u5b9e\u64cd\uff0c\u57fa\u4e8e\u4e91\u7aef\u6570\u636e\u7684\u4f30\u8ba1\u5b9e\u8df5 \u3002<\/li>\n<\/ol>\n

       <\/p>\n

      \u4e09\u3001\u7535\u6c60\u5bff\u547d\u4e0e\u5b89\u5168\u7ba1\u7406<\/h2>\n

      \uff08\u4e00\uff09\u5269\u4f59\u5bff\u547d\uff08RUL\uff09\u53ca\u76f8\u5173\u9884\u6d4b<\/h3>\n
        \n
      1. \u5305\u542b\u9502\u79bb\u5b50\u7535\u6c60\u5bff\u547d\u3001\u70ed\u5931\u63a7\u7279\u6027\u9884\u6d4b\uff0c\u57fa\u4e8e\u4f20\u7edf\u673a\u5668\u5b66\u4e60\uff08SVR \u7b49\uff09\u548c\u8054\u5408\u6a21\u578b\u7684\u5269\u4f59\u5bff\u547d\u9884\u6d4b\uff0c\u4ee5\u53ca\u9000\u5316\u8f68\u8ff9\u9884\u6d4b\uff0c\u6d89\u53ca\u6570\u636e\u5904\u7406\u3001\u7279\u5f81\u63d0\u53d6\u3001\u65b9\u6cd5\u9a8c\u8bc1 \u3002<\/li>\n
      2. \u6709\u5b9e\u4f8b\u652f\u6491\uff0c\u5982\u57fa\u4e8e\u652f\u6301\u5411\u91cf\u56de\u5f52\u3001\u6df1\u5ea6\u8fc1\u79fb\u5b66\u4e60\u7b49\u7684\u5bff\u547d\u9884\u6d4b\u5b9e\u64cd \u3002<\/li>\n<\/ol>\n

        \uff08\u4e8c\uff09\u70ed\u5931\u63a7\u9884\u8b66\u4e0e\u6545\u969c\u8bca\u65ad<\/h3>\n
          \n
        1. \u8bb2\u89e3\u70ed\u5931\u63a7\u9884\u8b66\u65b9\u6cd5\uff0c\u5229\u7528 KMeans\u3001DBSCAN \u7b49\u65e0\u76d1\u7763\u5b66\u4e60\uff0c\u4ee5\u53ca\u5c40\u90e8\u79bb\u7fa4\u56e0\u5b50\uff08LOF\uff09\u3001\u6df1\u5ea6\u5b66\u4e60\u8fdb\u884c\u7535\u6c60\u6545\u969c\u68c0\u6d4b\u4e0e\u8bca\u65ad\uff0c\u5305\u542b\u65b9\u6cd5\u539f\u7406\u3001\u6d41\u7a0b\u548c\u7ed3\u679c\u5206\u6790 \u3002<\/li>\n
        2. \u901a\u8fc7\u5b9e\u4f8b\uff0c\u5982\u57fa\u4e8e KMeans\u3001DBSCAN\u3001LOF\u3001\u6df1\u5ea6\u5b66\u4e60\u7684\u5f02\u5e38\u7535\u82af\u68c0\u6d4b\u5b9e\u64cd\uff0c\u638c\u63e1\u5e94\u7528\u65b9\u6cd5 \u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

          \u4e00\u3001\u57fa\u7840\u6a21\u5757 \uff08\u4e00\uff09\u7535\u6c60\u7ba1\u7406\u6280\u672f\u6982\u8ff0 \u8bb2\u89e3\u7535\u6c60\u5de5\u4f5c\u539f\u7406\u3001\u6027\u80fd\u6307\u6807\uff0c\u660e\u786e\u7535\u6c60\u7ba1\u7406\u7cfb\u7edf\uff08BMS\uff09\u6838\u5fc3\u529f\u80fd\uff0c\u4ecb\u7ecd B […]<\/p>\n","protected":false},"author":1,"featured_media":8725,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[481,445,446,442],"tags":[],"class_list":["post-8724","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-frequently-asked-questions","category-kjiu","category-lithium-battery-encyclopedia","category-newcenter"],"_links":{"self":[{"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=\/wp\/v2\/posts\/8724","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8724"}],"version-history":[{"count":1,"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=\/wp\/v2\/posts\/8724\/revisions"}],"predecessor-version":[{"id":8726,"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=\/wp\/v2\/posts\/8724\/revisions\/8726"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=\/wp\/v2\/media\/8725"}],"wp:attachment":[{"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8724"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8724"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.qiwangny.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8724"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}