{"id":7874,"date":"2023-03-24T20:28:08","date_gmt":"2023-03-24T12:28:08","guid":{"rendered":"https:\/\/www.qiwangny.com\/?p=7874"},"modified":"2025-09-08T14:28:46","modified_gmt":"2025-09-08T06:28:46","slug":"%e5%8a%a8%e5%8a%9b%e5%8f%89%e8%bd%a6%e9%94%82%e7%a6%bb%e5%ad%90%e7%94%b5%e6%b1%a0","status":"publish","type":"post","link":"https:\/\/www.qiwangny.com\/?p=7874","title":{"rendered":"\u52a8\u529b\u53c9\u8f66\u9502\u79bb\u5b50\u7535\u6c60"},"content":{"rendered":"

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    \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

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        \n
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        \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
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