{"id":62746,"date":"2026-10-21T01:07:23","date_gmt":"2026-10-20T17:07:23","guid":{"rendered":"https:\/\/idmakers.cn\/index.php\/2026\/10\/21\/ai%e4%b8%ad%e5%8f%b0%e5%af%b9%e6%af%94%e5%88%86%e6%9e%90\/"},"modified":"2026-10-21T01:07:26","modified_gmt":"2026-10-20T17:07:26","slug":"ai%e4%b8%ad%e5%8f%b0%e5%af%b9%e6%af%94%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/idmakers.cn\/index.php\/2026\/10\/21\/ai%e4%b8%ad%e5%8f%b0%e5%af%b9%e6%af%94%e5%88%86%e6%9e%90\/","title":{"rendered":"AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\uff1a7\u4e2a\u7ef4\u5ea6\u62c6\u89e3\u4e3b\u6d41\u5de5\u4e1a\u65b9\u6848\u9009\u578b"},"content":{"rendered":"

AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\uff1a7\u4e2a\u7ef4\u5ea6\u62c6\u89e3\u4e3b\u6d41\u5de5\u4e1a\u65b9\u6848\u9009\u578b<\/h1>\n

\u6458\u8981<\/strong>\uff1a\u9762\u5bf9\u5e02\u9762\u4e0a\u5341\u4f59\u79cdAI\u4e2d\u53f0\u4ea7\u54c1\uff0c\u5236\u9020\u4f01\u4e1a\u5f80\u5f80\u9677\u5165”\u53c2\u6570\u90fd\u5f88\u6f02\u4eae\u3001\u843d\u5730\u90fd\u8bf4\u4e0d\u6e05”\u7684\u9009\u578b\u56f0\u5883\u3002\u672c\u6587\u63d0\u51fa\u4e00\u5957\u53ef\u590d\u7528\u7684AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u6846\u67b6\uff0c\u4ece\u6570\u636e\u63a5\u5165\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u63a8\u7406\u90e8\u7f72\u5230\u8fd0\u7ef4\u6cbb\u7406\u4e03\u4e2a\u7ef4\u5ea6\u6a2a\u5411\u6bd4\u8f83\u56db\u7c7b\u4e3b\u6d41\u65b9\u6848\uff0c\u5e76\u7ed9\u51fa\u5e26\u6743\u91cd\u7684\u9009\u578b\u51b3\u7b56\u77e9\u9635\u4e0e90\u5929\u8bc4\u4f30\u8def\u7ebf\u56fe\u3002\u7ed3\u5408\u6c7d\u8f66\u96f6\u90e8\u4ef6\u3001\u5316\u5de5\u3001\u77ff\u4e1a\u7b49\u771f\u5b9e\u573a\u666f\u7684\u5b9e\u6d4b\u6570\u636e\uff0c\u5e2e\u52a9\u6280\u672f\u8d1f\u8d23\u4eba\u5728\u9884\u7b97\u4e0e\u5de5\u671f\u7ea6\u675f\u4e0b\u505a\u51fa\u53ef\u9a8c\u8bc1\u7684\u51b3\u7b56\u3002<\/p>\n

—<\/p>\n

AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u8bc4\u4f30\u6846\u67b6<\/h2>\n
\n\"AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u7cfb\u7edf\u67b6\u6784\u56fe\"
AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u7cfb\u7edf\u67b6\u6784\u56fe<\/figcaption><\/figure>\n

\u5f88\u591a\u56e2\u961f\u7684\u9009\u578b\u5931\u8d25\uff0c\u5e76\u4e0d\u662f\u9009\u9519\u4e86\u4ea7\u54c1\uff0c\u800c\u662f\u4ece\u4e00\u5f00\u59cb\u5c31\u7f3a\u5c11\u7edf\u4e00\u7684\u6bd4\u8f83\u57fa\u51c6\u3002\u9500\u552ePPT\u91cc\u8bb2\u7684\u662f\u7b97\u6cd5\u7cbe\u5ea6\uff0c\u8f66\u95f4\u5173\u5fc3\u7684\u662f\u505c\u673a\u65f6\u95f4\uff0cIT\u90e8\u95e8\u76ef\u7740\u7684\u662f\u670d\u52a1\u5668\u9884\u7b97\u2014\u2014\u4e09\u65b9\u8bf4\u7684\u6839\u672c\u4e0d\u662f\u540c\u4e00\u4ef6\u4e8b\u3002\u505aAI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u4e4b\u524d\uff0c\u5fc5\u987b\u5148\u628a”\u6bd4\u4ec0\u4e48”\u8fd9\u4ef6\u4e8b\u56fa\u5b9a\u4e0b\u6765\u3002<\/p>\n

\u6211\u4eec\u5728\u591a\u4e2a\u5236\u9020\u4e1a\u9879\u76ee\u4e2d\u6c89\u6dc0\u51fa\u4e00\u4e2a\u4e09\u5c42\u8bc4\u4f30\u6846\u67b6\uff0c\u81ea\u4e0a\u800c\u4e0b\u5206\u522b\u662f\u4ef7\u503c\u5c42\u3001\u80fd\u529b\u5c42\u3001\u6210\u672c\u5c42\u3002<\/p>\n

\u4ef7\u503c\u5c42<\/strong>\u56de\u7b54”\u80fd\u4e0d\u80fd\u89e3\u51b3\u4e1a\u52a1\u95ee\u9898”\u3002\u8fd9\u4e00\u5c42\u4e0d\u5efa\u8bae\u770b\u5382\u5546\u7ed9\u7684Demo\uff0c\u800c\u662f\u8981\u62ff\u81ea\u5df1\u4ea7\u7ebf\u4e0a\u771f\u5b9e\u7684\u4e00\u6bb5\u5386\u53f2\u6570\u636e\u8dd1\u901a\u4e00\u4e2a\u6700\u5c0f\u95ed\u73af\u3002\u6bd4\u5982\u67d0\u6c7d\u8f66\u96f6\u90e8\u4ef6\u5382\u7684\u710a\u70b9\u8d28\u91cf\u68c0\u6d4b\u573a\u666f\uff0c\u4ef7\u503c\u5c42\u7684\u8861\u91cf\u6307\u6807\u975e\u5e38\u6734\u7d20\uff1a\u6f0f\u68c0\u7387\u4ece3.2%\u964d\u52300.5%\u4ee5\u4e0b\uff0c\u5355\u6761\u4ea7\u7ebf\u6bcf\u5e74\u51cf\u5c11\u8fd4\u5de5\u5de5\u65f6\u7ea6420\u5c0f\u65f6\u3002\u5982\u679c\u8fd9\u4e2a\u6570\u5b57\u7b97\u4e0d\u51fa\u6765\uff0c\u540e\u9762\u6240\u6709\u6280\u672f\u5bf9\u6bd4\u90fd\u6ca1\u6709\u610f\u4e49\u3002<\/p>\n

\u80fd\u529b\u5c42<\/strong>\u56de\u7b54”\u5e73\u53f0\u81ea\u5df1\u80fd\u6491\u591a\u4e45”\u3002\u5de5\u4e1a\u573a\u666f\u7684\u6a21\u578b\u4e0d\u662f\u8bad\u7ec3\u4e00\u6b21\u5c31\u7ed3\u675f\u7684\uff0c\u5de5\u51b5\u6f02\u79fb\u3001\u539f\u6599\u6279\u6b21\u53d8\u5316\u3001\u8bbe\u5907\u66f4\u6362\u90fd\u4f1a\u8ba9\u6a21\u578b\u7cbe\u5ea6\u7f13\u6162\u8870\u51cf\u3002\u56e0\u6b64\u8981\u628a\u80fd\u529b\u62c6\u6210\u4e03\u4e2a\u53ef\u6253\u5206\u7684\u7ef4\u5ea6\uff1a\u6570\u636e\u63a5\u5165\u5e7f\u5ea6\u3001\u7279\u5f81\u5de5\u7a0b\u6548\u7387\u3001\u6a21\u578b\u8bad\u7ec3\u65b9\u5f0f\u3001\u6a21\u578b\u7ba1\u7406\u80fd\u529b\u3001\u63a8\u7406\u90e8\u7f72\u5f62\u6001\u3001\u8fb9\u7f18\u534f\u540c\u6c34\u5e73\u3001\u8fd0\u7ef4\u4e0e\u6cbb\u7406\u3002\u8fd9\u4e03\u4e2a\u7ef4\u5ea6\u6784\u6210\u4e86\u540e\u6587\u5bf9\u6bd4\u8868\u7684\u9aa8\u67b6\u3002<\/p>\n

\u6210\u672c\u5c42<\/strong>\u56de\u7b54”\u4e09\u5e74\u603b\u8d26\u662f\u591a\u5c11”\u3002\u8fd9\u91cc\u6700\u5bb9\u6613\u4f4e\u4f30\u7684\u662f\u9690\u6027\u6210\u672c\u2014\u2014\u6570\u636e\u6807\u6ce8\u3001\u6a21\u578b\u91cd\u8bad\u3001GPU\u8d44\u6e90\u95f2\u7f6e\u3001\u4e0eMES\/PLC\u7cfb\u7edf\u96c6\u6210\u7684\u4eba\u5929\u6295\u5165\u3002\u7ecf\u9a8c\u6570\u636e\uff1a\u5728\u4e2d\u578b\u5236\u9020\u4f01\u4e1a\uff0c\u5e73\u53f0License\u8d39\u7528\u901a\u5e38\u53ea\u5360\u4e09\u5e74\u603b\u62e5\u6709\u6210\u672c\u768435%~45%\uff0c\u5176\u4f59\u90fd\u662f\u96c6\u6210\u4e0e\u8fd0\u8425\u652f\u51fa\u3002\u53ea\u6bd4\u62a5\u4ef7\u5355\uff0c\u57fa\u672c\u90fd\u4f1a\u8d85\u9884\u7b97\u3002<\/p>\n

\u4e09\u5c42\u6846\u67b6\u7684\u7528\u6cd5\u662f\u81ea\u4e0a\u800c\u4e0b\u6536\u655b\uff1a\u4ef7\u503c\u5c42\u4e0d\u8fbe\u6807\u76f4\u63a5\u6dd8\u6c70\uff0c\u80fd\u529b\u5c42\u6309\u6743\u91cd\u6253\u5206\u6392\u5e8f\uff0c\u6210\u672c\u5c42\u505a\u6700\u7ec8\u6821\u9a8c\u3002\u8fd9\u6837\u80fd\u628a\u5019\u9009\u540d\u5355\u4ece\u5341\u51e0\u5bb6\u5feb\u901f\u538b\u5230\u4e24\u4e09\u5bb6\uff0c\u907f\u514d\u8bc4\u5ba1\u4f1a\u5f00\u6210\u4ea7\u54c1\u529f\u80fd\u5ba3\u8bb2\u4f1a\u3002<\/p>\n

\u6838\u5fc3\u8bc4\u4f30\u7ef4\u5ea6<\/h2>\n
\n\"AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u529f\u80fd\u6a21\u5757\"
AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u529f\u80fd\u6a21\u5757<\/figcaption><\/figure>\n

\u4e03\u4e2a\u7ef4\u5ea6\u4e2d\uff0c\u771f\u6b63\u80fd\u62c9\u5f00\u65b9\u6848\u5dee\u8ddd\u7684\u5f80\u5f80\u662f\u4e0b\u9762\u56db\u4e2a\u3002<\/p>\n

\u6570\u636e\u63a5\u5165\u4e0e\u7279\u5f81\u5de5\u7a0b<\/h3>\n

\u5de5\u4e1a\u6570\u636e\u7684\u9ebb\u70e6\u5728\u4e8e”\u810f”\u548c”\u6563”\u3002\u4e00\u6761\u4ea7\u7ebf\u4e0a\u53ef\u80fd\u6709\u897f\u95e8\u5b50PLC\u3001\u56fd\u4ea7DCS\u3001\u7b2c\u4e09\u65b9\u89c6\u89c9\u76f8\u673a\u548cMES\u6570\u636e\u5e93\uff0c\u91c7\u6837\u9891\u7387\u4ece10Hz\u52300.1Hz\u4e0d\u7b49\uff0c\u65f6\u95f4\u6233\u8fd8\u5e38\u5e38\u5bf9\u4e0d\u9f50\u3002\u8bc4\u4f30\u65f6\u8981\u91cd\u70b9\u95ee\u4e09\u4ef6\u4e8b\uff1a\u662f\u5426\u652f\u6301OPC UA\u3001Modbus\u3001MQTT\u7b49\u5de5\u4e1a\u534f\u8bae\u7684\u539f\u751f\u63a5\u5165\uff1b\u80fd\u5426\u5904\u7406\u65f6\u5e8f\u6570\u636e\u7684\u4e71\u5e8f\u4e0e\u7f3a\u5931\uff1b\u7279\u5f81\u56de\u6eaf\uff08point-in-time correctness\uff09\u662f\u5426\u4e25\u683c\u3002<\/p>\n

\u7b2c\u4e09\u6761\u6700\u5bb9\u6613\u88ab\u5ffd\u7565\u3002\u5982\u679c\u7279\u5f81\u8ba1\u7b97\u65f6\u7528\u4e86\u672a\u6765\u7684\u6570\u636e\uff0c\u79bb\u7ebf\u8bad\u7ec3\u7cbe\u5ea6\u4f1a\u865a\u9ad8\uff0c\u4e0a\u7ebf\u540e\u7acb\u523b\u6389\u70b9\u3002\u67d0\u5316\u5de5\u4f01\u4e1a\u7684\u53cd\u5e94\u91dc\u9884\u6d4b\u9879\u76ee\u5c31\u8e29\u8fc7\u8fd9\u4e2a\u5751\uff1a\u79bb\u7ebfAUC 0.93\uff0c\u4e0a\u7ebf\u540e\u53ea\u67090.71\uff0c\u6392\u67e5\u4e24\u5468\u624d\u53d1\u73b0\u7279\u5f81\u8868\u91cc\u6df7\u5165\u4e86\u6ede\u540e\u4e3a\u8d1f\u7684\u7edf\u8ba1\u91cf\u3002<\/p>\n

\u6a21\u578b\u8bad\u7ec3\u4e0e\u8fed\u4ee3\u673a\u5236<\/h3>\n

\u8fd9\u91cc\u8981\u533a\u5206\u4e24\u7c7b\u80fd\u529b\u3002\u4e00\u7c7b\u662f\u9762\u5411\u7b97\u6cd5\u5de5\u7a0b\u5e08\u7684\u6df1\u5ea6\u5b9a\u5236\uff0c\u5141\u8bb8\u81ea\u5e26\u4ee3\u7801\u3001\u81ea\u5b9a\u4e49\u635f\u5931\u51fd\u6570\u3001\u63a5\u5165PyTorch\/TensorFlow\u751f\u6001\uff1b\u53e6\u4e00\u7c7b\u662f\u9762\u5411\u5de5\u827a\u5de5\u7a0b\u5e08\u7684\u4f4e\u95e8\u69db\u5efa\u6a21\uff0c\u901a\u8fc7\u62d6\u62fd\u6216AutoML\u5b8c\u6210\u8bad\u7ec3\u3002\u6210\u719f\u7684\u5de5\u4e1aAI\u4e2d\u53f0\u63d0\u4f9b\u6a21\u578b\u8bad\u7ec3\u3001\u6a21\u578b\u7ba1\u7406\u80fd\u529b\uff0c\u901a\u5e38\u4f1a\u540c\u65f6\u8986\u76d6\u8fd9\u4e24\u6761\u8def\u5f84\uff0c\u5e76\u8ba9\u4e8c\u8005\u5171\u7528\u540c\u4e00\u5957\u6570\u636e\u8840\u7f18\u548c\u7248\u672c\u4f53\u7cfb\u3002<\/p>\n

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\u8fb9\u7f18\u8d44\u6e90\u662f\u7a00\u7f3a\u7684\u3002\u4e00\u53f0\u5e38\u89c1\u914d\u7f6e\u7684\u5de5\u63a7\u673a\uff084\u6838ARM\u6216\u65e0\u72ec\u663ex86\uff09\u80fd\u540c\u65f6\u627f\u8f7d\u7684\u89c6\u89c9\u6a21\u578b\u4e00\u822c\u4e0d\u8d85\u8fc73\u4e2a\uff0c\u8d85\u8fc7\u5c31\u8981\u8003\u8651\u6a21\u578b\u62c6\u5206\u6216\u7b97\u529b\u6269\u5bb9\u3002\u5382\u5546\u82e5\u56de\u907f\u8fd9\u4e2a\u7ea6\u675f\uff0c\u540e\u671f\u4e00\u5b9a\u4f1a\u5728\u73b0\u573a\u66b4\u9732\u3002<\/p>\n

\u6a21\u578b\u6cbb\u7406\u4e0e\u5408\u89c4<\/h3>\n

\u6a21\u578b\u4e0a\u7ebf\u53ea\u662f\u5f00\u59cb\u3002\u8981\u68c0\u67e5\u662f\u5426\u6709\u6a21\u578b\u6ce8\u518c\u8868\uff08\u8bb0\u5f55\u7248\u672c\u3001\u8bad\u7ec3\u6570\u636e\u5feb\u7167\u3001\u8bc4\u4f30\u6307\u6807\uff09\u3001\u662f\u5426\u6709\u6570\u636e\u6f02\u79fb\u4e0e\u7cbe\u5ea6\u8870\u51cf\u7684\u81ea\u52a8\u544a\u8b66\u3001\u662f\u5426\u7559\u5b58\u5ba1\u8ba1\u65e5\u5fd7\u3002\u5bf9\u4e8e\u9700\u8981\u901a\u8fc7\u7b49\u4fdd\u6d4b\u8bc4\u6216\u6d89\u53ca\u51fa\u53e3\u4e1a\u52a1\u7684\u4f01\u4e1a\uff0c\u8fd8\u8981\u786e\u8ba4\u5e73\u53f0\u662f\u5426\u652f\u6301\u79c1\u6709\u5316\u90e8\u7f72\u4e0e\u6570\u636e\u4e0d\u51fa\u5382\u3002<\/p>\n

\u987a\u5e26\u4e00\u63d0\uff0c\u6d89\u53ca\u5de5\u4e1a\u6570\u636e\u5206\u7c7b\u5206\u7ea7\u65f6\uff0c\u53ef\u53c2\u8003GB\/T 36073-2018\u300a\u6570\u636e\u7ba1\u7406\u80fd\u529b\u6210\u719f\u5ea6\u8bc4\u4f30\u6a21\u578b\u300b\u4e2d\u5173\u4e8e\u6570\u636e\u6cbb\u7406\u7684\u8fc7\u7a0b\u8981\u6c42\uff1b\u6d89\u53ca\u5de5\u4e1a\u63a7\u5236\u7cfb\u7edf\u5b89\u5168\uff0c\u5219\u5bf9\u9f50GB\/T 22239-2019\u300a\u4fe1\u606f\u5b89\u5168\u6280\u672f \u7f51\u7edc\u5b89\u5168\u7b49\u7ea7\u4fdd\u62a4\u57fa\u672c\u8981\u6c42\u300b\u7684\u76f8\u5e94\u6761\u6b3e\u5373\u53ef\uff0c\u4e0d\u5fc5\u5806\u780c\u6807\u51c6\uff0c\u53ea\u8981\u80fd\u8986\u76d6\u5ba1\u8ba1\u4e0e\u8bbf\u95ee\u63a7\u5236\u8fd9\u4e24\u9879\u6838\u5fc3\u8bc9\u6c42\u3002<\/p>\n

\u4e3b\u6d41\u65b9\u6848\u5bf9\u6bd4<\/h2>\n
\n\"AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u5e94\u7528\u573a\u666f\"
AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u5e94\u7528\u573a\u666f<\/figcaption><\/figure>\n

\u6309\u5382\u5546\u80cc\u666f\u5212\u5206\uff0c\u5f53\u524d\u56fd\u5185\u5e02\u573a\u4e0a\u7684\u65b9\u6848\u5927\u81f4\u53ef\u4ee5\u5f52\u4e3a\u56db\u7c7b\u3002\u4e0b\u8868\u6309\u4e03\u4e2a\u7ef4\u5ea6\u7ed9\u51fa\u5b9a\u6027\u5bf9\u6bd4\uff08\u8d8a\u591a\u8d8a\u5f3a\uff0c\u6ee1\u5206\u4e94\u661f\uff09\u3002<\/p>\n

\n\n\n\n\n\n\n\n\n\n\n\n
\u8bc4\u4f30\u7ef4\u5ea6<\/th>\n\u4e91\u5382\u5546\u901a\u7528AI\u4e2d\u53f0<\/th>\n\u5de5\u4e1a\u8f6f\u4ef6\u5382\u5546\u65b9\u6848<\/th>\n\u5f00\u6e90\u81ea\u5efa\u65b9\u6848<\/th>\n\u5782\u76f4\u884c\u4e1aAI\u516c\u53f8<\/th>\n<\/tr>\n<\/thead>\n
\u6570\u636e\u63a5\u5165\u5e7f\u5ea6<\/td>\n\u2605\u2605\u2605\u2605\u2606<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2606\u2606\u2606<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n<\/tr>\n
\u7279\u5f81\u5de5\u7a0b\u6548\u7387<\/td>\n\u2605\u2605\u2605\u2605\u2606<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n\u2605\u2605\u2605\u2605\u2606<\/td>\n<\/tr>\n
\u6a21\u578b\u8bad\u7ec3\u6613\u7528\u6027<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n\u2605\u2605\u2606\u2606\u2606<\/td>\n\u2605\u2605\u2605\u2605\u2606<\/td>\n<\/tr>\n
\u6a21\u578b\u7ba1\u7406\u80fd\u529b<\/td>\n\u2605\u2605\u2605\u2605\u2606<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n\u2605\u2605\u2606\u2606\u2606<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n<\/tr>\n
\u63a8\u7406\u90e8\u7f72\u7075\u6d3b\u6027<\/td>\n\u2605\u2605\u2605\u2605\u2606<\/td>\n\u2605\u2605\u2605\u2605\u2606<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n<\/tr>\n
\u8fb9\u7f18\u534f\u540c\u6c34\u5e73<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n\u2605\u2605\u2605\u2605\u2606<\/td>\n<\/tr>\n
\u8fd0\u7ef4\u6cbb\u7406\u5b8c\u5907\u5ea6<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n\u2605\u2606\u2606\u2606\u2606<\/td>\n\u2605\u2605\u2605\u2606\u2606<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n

\u4e91\u5382\u5546\u901a\u7528AI\u4e2d\u53f0<\/strong>\u7684\u4f18\u52bf\u5728\u7b97\u529b\u5f39\u6027\u548c\u5de5\u5177\u94fe\u5b8c\u6574\u5ea6\uff0c\u9002\u5408\u7b97\u6cd5\u56e2\u961f\u5efa\u5236\u8f83\u5b8c\u6574\u3001\u573a\u666f\u504f\u901a\u7528\uff08\u5982\u9700\u6c42\u9884\u6d4b\u3001\u80fd\u8017\u4f18\u5316\uff09\u7684\u4f01\u4e1a\u3002\u77ed\u677f\u662f\u5de5\u4e1a\u534f\u8bae\u63a5\u5165\u5f80\u5f80\u8981\u9760\u5408\u4f5c\u4f19\u4f34\u8865\u9f50\uff0c\u73b0\u573a\u5b9e\u65bd\u80fd\u529b\u53c2\u5dee\u3002\u67d0\u5bb6\u7535\u96c6\u56e2\u7528\u6b64\u7c7b\u5e73\u53f0\u505a\u6392\u4ea7\u4f18\u5316\uff0c\u6a21\u578b\u8fed\u4ee3\u5468\u671f\u4ece\u4e24\u5468\u7f29\u77ed\u5230\u4e09\u5929\uff0c\u4f46\u9996\u4e2a\u573a\u666f\u7684PLC\u5bf9\u63a5\u82b1\u4e86\u5c06\u8fd1\u4e24\u4e2a\u6708\u3002<\/p>\n

\u5de5\u4e1a\u8f6f\u4ef6\u5382\u5546\u65b9\u6848<\/strong>\uff08\u901a\u5e38\u8131\u80ce\u4e8eMES\u3001SCADA\u6216DCS\u5382\u5546\uff09\u80dc\u5728\u73b0\u573a\u7406\u89e3\u548c\u534f\u8bae\u9002\u914d\uff0cOT\u4fa7\u6570\u636e\u51e0\u4e4e\u662f\u5f00\u7bb1\u5373\u7528\u3002\u4ee3\u4ef7\u662f\u7b97\u6cd5\u5de5\u5177\u94fe\u76f8\u5bf9\u4fdd\u5b88\uff0c\u81ea\u5b9a\u4e49\u6a21\u578b\u81ea\u7531\u5ea6\u4f4e\uff0c\u4e14License\u5e38\u6309\u7ad9\u70b9\u6216\u6309\u70b9\u4f4d\u6536\u8d39\uff0c\u89c4\u6a21\u6269\u5f20\u65f6\u6210\u672c\u4e0a\u5347\u8f83\u5feb\u3002\u9002\u5408IT\u529b\u91cf\u8584\u5f31\u3001\u5e0c\u671b”\u5c11\u5199\u4ee3\u7801”\u7684\u6d41\u7a0b\u884c\u4e1a\u4f01\u4e1a\u3002<\/p>\n

\u5f00\u6e90\u81ea\u5efa\u65b9\u6848<\/strong>\uff08\u4ee5Kubeflow\u3001MLflow\u3001Feast\u7b49\u7ec4\u4ef6\u62fc\u88c5\uff09\u7684\u5438\u5f15\u529b\u662f\u96f6License\u6210\u672c\u548c\u5b8c\u5168\u53ef\u63a7\u3002\u771f\u5b9e\u6210\u672c\u5728\u4eba\u529b\uff1a\u642d\u5efa\u4e00\u5957\u53ef\u7528\u4f53\u7cfb\u901a\u5e38\u9700\u89812~3\u540d\u5e73\u53f0\u5de5\u7a0b\u5e08\u6301\u7eed\u6295\u51656\u4e2a\u6708\u4ee5\u4e0a\uff0c\u4e14\u8fd0\u7ef4\u6cbb\u7406\u8981\u81ea\u5df1\u8865\u9f50\u3002\u67d0\u77ff\u4e1a\u96c6\u56e2\u8d70\u8fd9\u6761\u8def\u7ebf\uff0c\u4e24\u5e74\u603b\u6295\u5165\u7ea6180\u4e07\u5143\uff0c\u6bd4\u91c7\u8d2d\u5546\u4e1a\u5e73\u53f0\u4f4e\u7ea640%\uff0c\u4f46\u524d\u63d0\u662f\u56e2\u961f\u672c\u8eab\u6709\u8f83\u5f3a\u5de5\u7a0b\u80fd\u529b\u3002<\/p>\n

\u5782\u76f4\u884c\u4e1aAI\u516c\u53f8<\/strong>\u63d0\u4f9b\u7684\u662f”\u5e73\u53f0+\u573a\u666f\u5305”\u7684\u7ec4\u5408\uff0c\u5728\u7ec6\u5206\u5de5\u827a\u4e0a\u6c89\u6dc0\u8f83\u6df1\uff0c\u9996\u4e2a\u573a\u666f\u89c1\u6548\u5feb\u3002\u98ce\u9669\u5728\u4e8e\u5e73\u53f0\u901a\u7528\u6027\u4e0d\u8db3\uff0c\u8de8\u573a\u666f\u590d\u5236\u65f6\u53ef\u80fd\u8981\u91cd\u65b0\u4ed8\u8d39\uff0c\u4e14\u5382\u5546\u89c4\u6a21\u8f83\u5c0f\u5e26\u6765\u6301\u7eed\u670d\u52a1\u7684\u4e0d\u786e\u5b9a\u6027\u3002\u9009\u62e9\u65f6\u5efa\u8bae\u91cd\u70b9\u8003\u5bdf\u5176\u540c\u884c\u4e1a\u6848\u4f8b\u6570\u91cf\u4e0e\u56e2\u961f\u7a33\u5b9a\u6027\u3002<\/p>\n

\u9700\u8981\u8bf4\u660e\u7684\u662f\uff0c\u8fd9\u5f20\u8868\u662f\u901a\u7528\u57fa\u7ebf\u3002\u771f\u6b63\u7684AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u65b9\u6848\u5fc5\u987b\u628a\u5019\u9009\u5382\u5546\u7684\u5b9e\u6d4b\u6570\u636e\u586b\u8fdb\u53bb\u624d\u6709\u51b3\u7b56\u4ef7\u503c\uff0c\u5382\u5546\u81ea\u8bc4\u5206\u6570\u53ea\u80fd\u4f5c\u4e3a\u53c2\u8003\uff0c\u4e0d\u80fd\u4f5c\u4e3a\u7ed3\u8bba\u3002<\/p>\n

\u9009\u578b\u51b3\u7b56\u77e9\u9635<\/h2>\n

\u7ed9\u7ef4\u5ea6\u52a0\u6743\u91cd\uff0c\u662f\u4e3a\u4e86\u907f\u514d\u8bc4\u5ba1\u65f6\u88ab\u5355\u4e00\u4eae\u70b9\u5e26\u504f\u3002\u4e0b\u9762\u662f\u4e00\u5957\u53ef\u76f4\u63a5\u5957\u7528\u7684\u8bc4\u5206\u8868\uff0c\u6743\u91cd\u6309\u573a\u666f\u7c7b\u578b\u505a\u4e86\u533a\u5206\u3002<\/p>\n

\n\n\n\n\n\n\n\n\n\n\n\n
\u8bc4\u4f30\u7ef4\u5ea6<\/th>\n\u901a\u7528\u573a\u666f\u6743\u91cd<\/th>\n\u89c6\u89c9\u68c0\u6d4b\u6743\u91cd<\/th>\n\u9884\u6d4b\u7ef4\u62a4\u6743\u91cd<\/th>\n<\/tr>\n<\/thead>\n
\u6570\u636e\u63a5\u5165\u5e7f\u5ea6<\/td>\n15%<\/td>\n10%<\/td>\n20%<\/td>\n<\/tr>\n
\u7279\u5f81\u5de5\u7a0b\u6548\u7387<\/td>\n20%<\/td>\n10%<\/td>\n25%<\/td>\n<\/tr>\n
\u6a21\u578b\u8bad\u7ec3\u6613\u7528\u6027<\/td>\n20%<\/td>\n25%<\/td>\n15%<\/td>\n<\/tr>\n
\u6a21\u578b\u7ba1\u7406\u80fd\u529b<\/td>\n10%<\/td>\n10%<\/td>\n10%<\/td>\n<\/tr>\n
\u63a8\u7406\u90e8\u7f72\u7075\u6d3b\u6027<\/td>\n15%<\/td>\n25%<\/td>\n10%<\/td>\n<\/tr>\n
\u8fb9\u7f18\u534f\u540c\u6c34\u5e73<\/td>\n10%<\/td>\n15%<\/td>\n10%<\/td>\n<\/tr>\n
\u8fd0\u7ef4\u6cbb\u7406\u5b8c\u5907\u5ea6<\/td>\n10%<\/td>\n5%<\/td>\n10%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n

\u4f7f\u7528\u65b9\u6cd5\u5206\u4e09\u6b65\u3002\u7b2c\u4e00\u6b65\uff0c\u7531\u4e1a\u52a1\u90e8\u95e8\u786e\u5b9a\u573a\u666f\u7c7b\u578b\uff0c\u9501\u5b9a\u4e00\u680f\u6743\u91cd\u3002\u7b2c\u4e8c\u6b65\uff0c\u7ec4\u7ec75~7\u540d\u8bc4\u59d4\uff08\u81f3\u5c11\u5305\u542b1\u540d\u5de5\u827a\u5de5\u7a0b\u5e08\u30011\u540dIT\u8fd0\u7ef4\uff09\u72ec\u7acb\u6253\u5206\uff0c\u53bb\u6389\u6700\u9ad8\u6700\u4f4e\u540e\u53d6\u5747\u503c\uff0c\u907f\u514d\u88ab\u5355\u4e00\u6743\u5a01\u610f\u89c1\u4e3b\u5bfc\u3002\u7b2c\u4e09\u6b65\uff0c\u628a\u52a0\u6743\u603b\u5206\u4e0e\u4e09\u5e74TCO\u653e\u5728\u540c\u4e00\u5f20\u6563\u70b9\u56fe\u4e0a\u770b\uff1a\u843d\u5728”\u9ad8\u5206\u4f4e\u672c”\u8c61\u9650\u7684\u76f4\u63a5\u8fdb\u5165\u5546\u52a1\u8c08\u5224\uff0c\u843d\u5728”\u9ad8\u5206\u9ad8\u672c”\u8c61\u9650\u7684\u8981\u91cd\u65b0\u6838\u7b97ROI\u3002<\/p>\n

\u4e00\u4e2a\u5b9e\u7528\u7684\u52a0\u5206\u9879\uff1a\u8bbe\u7f6e\u5426\u51b3\u9879\uff08Knock-out Criteria\uff09\u3002\u6bd4\u5982\u8981\u6c42\u79c1\u6709\u5316\u90e8\u7f72\u3001\u8981\u6c42\u652f\u6301\u73b0\u6709\u56fd\u4ea7\u5316\u82af\u7247\u3001\u8981\u6c42\u63d0\u4f9b\u6e90\u4ee3\u7801\u6258\u7ba1\u2014\u2014\u4efb\u610f\u4e00\u9879\u4e0d\u6ee1\u8db3\u5373\u6dd8\u6c70\uff0c\u4e0d\u53c2\u4e0e\u8bc4\u5206\u3002\u8fd9\u80fd\u663e\u8457\u7f29\u77ed\u8bc4\u5ba1\u5468\u671f\u3002<\/p>\n

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\u8bc4\u4f30\u5b9e\u64cd\u5efa\u8bae<\/h2>\n

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\u7b2c\u4e8c\u6b65\uff0cPOC\u53ea\u9a8c\u8bc1\u4e00\u4ef6\u4e8b\u60c5\u3002<\/strong> \u5f88\u591a\u56e2\u961f\u628aPOC\u505a\u6210\u529f\u80fd\u6f14\u793a\uff0c reviewer\u770b\u5b8c\u4f9d\u7136\u65e0\u6cd5\u51b3\u7b56\u3002\u6b63\u786e\u7684\u505a\u6cd5\u662f\u5b9a\u4e49\u4e00\u4e2a\u53ef\u91cf\u5316\u7684\u9a8c\u6536\u95e8\u69db\uff0c\u4f8b\u5982”\u5728\u6307\u5b9a\u6d4b\u8bd5\u96c6\u4e0a\u53ec\u56de\u7387\u4e0d\u4f4e\u4e8e92%\u4e14\u5355\u5f20\u63a8\u7406\u8017\u65f6\u4e0d\u8d85\u8fc7150ms”\u3002\u6570\u636e\u7531\u7532\u65b9\u63d0\u4f9b\u3001\u73af\u5883\u7531\u7532\u65b9\u6307\u5b9a\u3001\u6307\u6807\u7531\u7b2c\u4e09\u65b9\u590d\u6838\u2014\u2014\u4e09\u6761\u90fd\u505a\u5230\uff0c\u7ed3\u679c\u624d\u53ef\u4fe1\u3002<\/p>\n

\u7b2c\u4e09\u6b65\uff0c\u630990\u5929\u8282\u594f\u63a8\u8fdb\u3002<\/strong> \u524d30\u5929\u5b8c\u6210\u6570\u636e\u63a5\u5165\u4e0e\u57fa\u7ebf\u6a21\u578b\uff0c\u4e2d\u95f430\u5929\u505a\u73b0\u573a\u8054\u8c03\u4e0e\u7cbe\u5ea6\u8c03\u4f18\uff0c\u540e30\u5929\u505a\u7a33\u5b9a\u6027\u9a8c\u8bc1\u4e0e\u8fd0\u7ef4\u4ea4\u63a5\u3002\u6bcf\u4e2a\u9636\u6bb5\u8bbe\u4e00\u4e2a\u660e\u786e\u7684\u9000\u51fa\u6761\u4ef6\uff0c\u6bd4\u5982\u7b2c30\u5929\u57fa\u7ebf\u6a21\u578b\u7cbe\u5ea6\u672a\u8fbe\u5230\u4eba\u5de5\u6c34\u5e73\u768480%\uff0c\u5c31\u5e94\u8be5\u6682\u505c\u5e76\u590d\u76d8\u6570\u636e\u8d28\u91cf\uff0c\u800c\u4e0d\u662f\u7ee7\u7eed\u5f80\u4e0b\u8d76\u5de5\u671f\u3002<\/p>\n

\u7b2c\u56db\u6b65\uff0c\u628a\u8fd0\u7ef4\u6210\u672c\u5199\u8fdb\u5408\u540c\u3002<\/strong> \u660e\u786e\u7ea6\u5b9a\u6a21\u578b\u91cd\u8bad\u7684\u8d23\u4efb\u8fb9\u754c\u3001\u54cd\u5e94\u65f6\u6548\u548c\u8fed\u4ee3\u6b21\u6570\u4e0a\u9650\u3002\u67d0\u8f6e\u80ce\u4f01\u4e1a\u5c31\u56e0\u4e3a\u6ca1\u6709\u7ea6\u5b9a\u91cd\u8bad\u6761\u6b3e\uff0c\u7b2c\u4e8c\u5e74\u5de5\u51b5\u53d8\u5316\u540e\u5382\u5546\u8981\u6c42\u6309\u65b0\u9879\u76ee\u91cd\u65b0\u8ba1\u8d39\uff0c\u5355\u573a\u666f\u8ffd\u52a0\u652f\u51fa\u8d85\u8fc7\u539f\u5408\u540c\u989d\u768450%\u3002<\/p>\n

\u7b2c\u4e94\u6b65\uff0c\u5efa\u7acb\u81ea\u5df1\u7684\u8bc4\u4f30\u8d44\u4ea7\u5e93\u3002<\/strong> \u628a\u672c\u6b21AI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u7cfb\u7edf\u6c89\u6dc0\u4e0b\u6765\u7684\u8bc4\u5206\u8868\u3001\u6d4b\u8bd5\u6570\u636e\u3001\u9a8c\u6536\u811a\u672c\u4e0e\u8e29\u5751\u8bb0\u5f55\u6574\u7406\u6210\u5185\u90e8\u6587\u6863\u3002\u4e0b\u4e00\u6b21\u9009\u65b0\u573a\u666f\u6216\u6362\u4f9b\u5e94\u5546\u65f6\uff0c\u8fd9\u5957\u8d44\u4ea7\u80fd\u76f4\u63a5\u590d\u7528\uff0c\u8bc4\u4f30\u5468\u671f\u901a\u5e38\u53ef\u4ee5\u538b\u7f2940%\u4ee5\u4e0a\uff0c\u4e5f\u80fd\u907f\u514d\u540c\u4e00\u7c7b\u95ee\u9898\u91cd\u590d\u53d1\u751f\u3002<\/p>\n

—<\/p>\n

\u56de\u5230\u8d77\u70b9\uff1aAI\u4e2d\u53f0\u5bf9\u6bd4\u5206\u6790\u7684\u76ee\u7684\u4e0d\u662f\u9009\u51fa”\u6700\u597d\u7684\u5e73\u53f0”\uff0c\u800c\u662f\u9009\u51fa”\u6700\u5339\u914d\u5f53\u524d\u9636\u6bb5”\u7684\u65b9\u6848\u3002\u5bf9\u591a\u6570\u56fd\u5185\u5236\u9020\u4f01\u4e1a\u800c\u8a00\uff0c\u7b2c\u4e00\u4e2a\u573a\u666f\u7684\u6210\u529f\u6bd4\u5e73\u53f0\u7684\u529f\u80fd\u5b8c\u5907\u5ea6\u66f4\u91cd\u8981\u2014\u2014\u5b83\u51b3\u5b9a\u4e86\u540e\u7eed\u7684\u9884\u7b97\u3001\u7ec4\u7ec7\u4fe1\u5fc3\u548c\u6570\u636e\u6cbb\u7406\u8282\u594f\u3002\u5efa\u8bae\u5148\u4ece\u5355\u4e00\u9ad8\u4ef7\u503c\u573a\u666f\u5207\u5165\uff0c\u7528\u53ef\u91cf\u5316\u7684\u9a8c\u6536\u6807\u51c6\u9a8c\u8bc1\u80fd\u529b\u8fb9\u754c\uff0c\u518d\u9010\u6b65\u6269\u5c55\u5230\u591a\u573a\u666f\u534f\u540c\u3002\u5f53\u6a21\u578b\u6570\u91cf\u8d85\u8fc710\u4e2a\u3001\u6d89\u53ca\u4e09\u6761\u4ee5\u4e0a\u4ea7\u7ebf\u65f6\uff0c\u5e73\u53f0\u7684\u6cbb\u7406\u4e0e\u8fed\u4ee3\u80fd\u529b\u624d\u4f1a\u771f\u6b63\u6210\u4e3a\u74f6\u9888\uff0c\u90a3\u65f6\u518d\u8003\u8651\u5347\u7ea7\u67b6\u6784\u4e5f\u4e0d\u8fdf\u3002<\/p>\n

\u5982\u679c\u4f60\u7684\u56e2\u961f\u6b63\u5904\u5728\u9009\u578b\u521d\u671f\uff0c\u4e0d\u59a8\u5148\u7528\u672c\u6587\u7684\u4e03\u7ef4\u6846\u67b6\u7ed9\u5019\u9009\u65b9\u6848\u6253\u4e00\u8f6e\u5206\uff0c\u628a\u7ed3\u679c\u548c\u4f60\u7684\u5b9e\u9645\u573a\u666f\u7ea6\u675f\u653e\u5728\u4e00\u8d77\u770b\u2014\u2014\u5f88\u591a\u4e89\u8bba\u4f1a\u5728\u6253\u5206\u8fc7\u7a0b\u4e2d\u81ea\u7136\u6d88\u89e3\u3002<\/p>\n

<\/p>\n

\n\"\"
\n<\/span><\/p>\n
\n

AI\u4e2d\u53f0<\/a><\/h2>\n

\u5de5\u4e1aAI\u4e2d\u53f0\u63d0\u4f9b\u6a21\u578b\u8bad\u7ec3\u3001\u6a21\u578b\u7ba1\u7406\u3001\u6a21\u578b\u670d\u52a1\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u80fd\u529b\u3002\u5185\u7f6e\u8bbe\u5907\u6545\u969c\u9884\u6d4b\u3001\u8d28\u91cf\u68c0\u6d4b\u3001\u80fd\u8017\u4f18\u5316\u7b49\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u652f\u6301AutoML\u81ea\u52a8\u5316\u5efa\u6a21\u3002\u63d0\u4f9b\u53ef\u89c6\u5316\u5efa\u6a21\u5de5\u5177\uff0c\u964d\u4f4eAI\u5e94\u7528\u95e8\u69db\uff0c\u5e2e\u52a9\u5236\u9020\u4f01\u4e1a\u5feb\u901f\u843d\u5730\u9884\u6d4b\u6027\u7ef4\u62a4\u3001\u667a\u80fd\u8d28\u68c0\u3001\u5de5\u827a\u4f18\u5316\u7b49\u573a\u666f\u3002<\/span><\/strong><\/p>\n

\u7acb\u5373\u54a8\u8be2<\/a><\/p>\n

\u66f4\u591a\u65b9\u6848\u2026<\/a> \u66f4\u591a\u4ea7\u54c1\u2026<\/a><\/strong><\/p>\n<\/div>\n<\/div>\n

<\/p>\n

\u63a8\u8350\u9605\u8bfb\uff1a<\/strong> \u7269\u8054\u7f51\u5e73\u53f0<\/a> | \u5de5\u4e1a\u6570\u636e\u4e2d\u53f0<\/a> | EAM\u8bbe\u5907\u7ba1\u7406\u7cfb\u7edf<\/a><\/p>\n

<\/p>\n

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