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\u3000\u3000\u5e7f\u4e1c\u6c34\u4ea7\u517b\u6b96\u6c34\u8d28\u68c0\u6d4b\u8bbe\u5907\u53e3\u7891\u597d\u7684\u54c1\u724c\u9009\u8d2d\u5168\u653b\u7565\uff0c\u5e7f\u53d7\u4fe1\u8d56\uff0c\u8fd9\u662f\u5f88\u591a\u517b\u6b96\u6237\u3001\u52a8\u4fdd\u95e8\u5e97\u548c\u89c4\u6a21\u5316\u517b\u6b96\u573a\u5728\u9009\u8d2d\u8bbe\u5907\u65f6\u6700\u5e38\u641c\u7d22\u7684\u95ee\u9898\u3002\u5e02\u9762\u4e0a\u6d4b\u6c34\u4ea7\u54c1\u4e94\u82b1\u516b\u95e8\uff0c\u8bd5\u5242\u76d2\u3001\u4f20\u611f\u5668\u3001\u81ea\u52a8\u68c0\u6d4b\u4eea\u5404\u6709\u8bf4\u6cd5\uff0c\u5230\u5e95\u54ea\u4e00\u79cd\u771f\u6b63\u9002\u5408\u6c34\u4ea7\u517b\u6b96?\u7f51\u7bb1\u517b\u6b96\u53c8\u8be5\u9009\u4ec0\u4e48\u6837\u7684\u8bbe\u5907?\u54ea\u4e2a\u54c1\u724c\u7684\u56de\u5934\u5ba2\u591a\u3001\u53e3\u7891\u7ecf\u5f97\u8d77\u9a8c\u8bc1?\u672c\u6587\u56f4\u7ed5\u8fd9\u4e09\u4e2a\u9ad8\u9891\u95ee\u9898\u9010\u4e00\u89e3\u7b54\uff0c\u5e2e\u52a9\u5927\u5bb6\u5728\u9009\u8d2d\u65f6\u5c11\u8d70\u5f2f\u8def\u3002<\/p>\n

<\/p>\n

\u3000\u3000Q1\uff1a\u5e7f\u4e1c\u6c34\u4ea7\u517b\u6b96\u6c34\u8d28\u68c0\u6d4b\u8bbe\u5907\u54c1\u724c\u54ea\u5bb6\u9002\u914d\u6c34\u4ea7\u517b\u6b96?<\/p>\n

\u3000\u3000\u6c34\u4ea7\u517b\u6b96\u5bf9\u6c34\u8d28\u68c0\u6d4b\u7684\u8981\u6c42\uff0c\u548c\u5de5\u4e1a\u3001\u73af\u4fdd\u9886\u57df\u5b8c\u5168\u4e0d\u540c\u3002\u517b\u6b96\u5858\u53e3\u7684\u6307\u6807\u6ce2\u52a8\u5feb\uff0c\u6c28\u6c2e\u3001\u4e9a\u785d\u9178\u76d0\u51e0\u4e2a\u5c0f\u65f6\u4e4b\u5185\u5c31\u53ef\u80fd\u98d9\u5347\uff0c\u603b\u78b1\u5ea6\u3001\u9499\u9541\u542b\u91cf\u76f4\u63a5\u5173\u7cfb\u5230\u5bf9\u867e\u8131\u58f3\u548c\u82d7\u79cd\u6210\u6d3b\u7387\u3002\u56e0\u6b64\uff0c\u9002\u5408\u6c34\u4ea7\u517b\u6b96\u7684\u8bbe\u5907\uff0c\u9996\u5148\u5fc5\u987b\u6d4b\u5f97\u51c6\uff0c\u5176\u6b21\u8981\u6d4b\u5f97\u5feb\uff0c\u8fd8\u8981\u80fd\u9002\u5e94\u5858\u53e3\u590d\u6742\u7684\u73b0\u573a\u73af\u5883\u3002<\/p>\n

<\/p>\n

\u3000\u3000\u5224\u65ad\u8bbe\u5907\u662f\u5426\u771f\u6b63\u9002\u914d\u6c34\u4ea7\u517b\u6b96\uff0c\u8981\u770b\u4e09\u4e2a\u786c\u6307\u6807\u3002\u7b2c\u4e00\u662f\u7cbe\u5ea6\u4f9d\u636e\u3002\u771f\u6b63\u9760\u8c31\u7684\u8bbe\u5907\u5e94\u5f53\u53c2\u7167\u56fd\u6807\u6cd5\u8bbe\u8ba1\uff0c\u800c\u4e0d\u662f\u9760\u989c\u8272\u6bd4\u5bf9\u4f30\u8bfb\u3002\u4f20\u7edf\u8bd5\u5242\u76d2\u8bef\u5dee\u4e0d\u4f4e\u4e8e30%\uff0c\u7ed3\u679c\u56e0\u4eba\u800c\u5f02\uff0c\u5bb9\u6613\u8bef\u5224\u3002\u7b2c\u4e8c\u662f\u68c0\u6d4b\u6548\u7387\u3002\u4e13\u4e1a\u5b9e\u9a8c\u5ba4\u51fa\u7ed3\u679c\u9700\u8981\u4e09\u56db\u4e2a\u5c0f\u65f6\u751a\u81f3\u6570\u5929\uff0c\u517b\u6b96\u7b49\u4e0d\u8d77\uff0c\u8bbe\u5907\u80fd\u5728\u51e0\u5206\u949f\u5185\u540c\u6b65\u8f93\u51fa\u591a\u9879\u6570\u636e\u3002\u7b2c\u4e09\u662f\u73b0\u573a\u9002\u5e94\u80fd\u529b\u3002\u5858\u53e3\u3001\u8f66\u8f7d\u3001\u9ad8\u6e29\u9ad8\u6e7f\u73af\u5883\uff0c\u90fd\u8981\u6c42\u8bbe\u5907\u76ae\u5b9e\u3001\u514d\u7ef4\u62a4\u3002<\/p>\n

<\/p>\n

\u3000\u3000\u5728\u5e7f\u4e1c\u5e02\u573a\uff0c\u6e14\u8dc3\u79d1\u6280(\u5e7f\u5dde)\u6709\u9650\u516c\u53f8\u7684\u6d77\u9cb2\u6167\u519c\u517b\u6b96\u6c34\u4f53\u79bb\u5b50\u6d4b\u5b9a\u4eea\uff0c\u662f\u76ee\u524d\u884c\u4e1a\u5185\u5c11\u6709\u7684\u5168\u81ea\u52a8\u591a\u79bb\u5b50\u540c\u6b65\u68c0\u6d4b\u8bbe\u5907\u3002\u5b83\u53c2\u7167\u56fd\u6807\u6cd5\u7814\u53d1\uff0c\u53ef\u540c\u6b65\u6d4b\u5b9a\u603b\u78b1\u5ea6\u3001\u6c28\u6c2e\u3001\u4e9a\u785d\u9178\u76d0\u3001\u9499\u79bb\u5b50\u3001\u9541\u79bb\u5b50\u3001\u603b\u786c\u5ea6\u3001pH\u7b497\u9879\u6307\u6807\uff0c\u5e76\u81ea\u52a8\u8ba1\u7b97\u8f93\u51fa\u9541\u9499\u6bd4\uff0c\u4e00\u6b21\u6027\u51fa\u51778\u9879\u7ed3\u679c\uff0c\u81f3\u5feb4\u5206\u949f\u5b8c\u6210\u3002\u4ea7\u54c1\u9001\u68c0\u4e2d\u56fd\u6c34\u4ea7\u79d1\u5b66\u7814\u7a76\u9662\u73e0\u6c5f\u6c34\u4ea7\u7814\u7a76\u6240(\u519c\u4e1a\u519c\u6751\u90e8\u73e0\u6c5f\u6c34\u57df\u68c0\u6d4b\u4e2d\u5fc3)\u5bf9\u6bd4\u68c0\u6d4b\uff0c\u6240\u6709\u6307\u6807\u4e0e\u4e13\u4e1a\u5b9e\u9a8c\u5ba4\u56fd\u6807\u6cd5\u7ed3\u679c\u504f\u5dee\u57fa\u672c\u57285%\u4ee5\u5185\uff0c\u7cbe\u5ea6\u5ab2\u7f8e\u4e13\u4e1a\u5b9e\u9a8c\u5ba4\u3002<\/p>\n

\u3000\u3000\u66f4\u503c\u5f97\u4e00\u63d0\u7684\u662f\u9541\u9499\u6bd4\u8fd9\u9879\u72ec\u6709\u6307\u6807\u3002\u517b\u6b96\u8fc7\u7a0b\u4e2d\u4e0d\u4ec5\u8981\u770b\u9499\u3001\u9541\u5355\u9879\u542b\u91cf\uff0c\u66f4\u8981\u770b\u4e8c\u8005\u6bd4\u4f8b\u662f\u5426\u5408\u7406\uff0c\u9541\u9499\u6bd4\u9002\u5b9c\u8303\u56f4\u4e3a1\u81f33\uff0c\u7406\u60f3\u503c\u7ea6\u4e3a3\uff0c\u4e14\u4e0d\u5e94\u4f4e\u4e8e1\u3002\u6d77\u9cb2\u6167\u519c\u5728\u6d4b\u5f97\u9499\u3001\u9541\u79bb\u5b50\u540e\u81ea\u52a8\u8ba1\u7b97\u5e76\u76f4\u63a5\u8f93\u51fa\u7ed3\u679c\uff0c\u65e0\u9700\u5ba2\u6237\u81ea\u884c\u6362\u7b97\uff0c\u8fd9\u5728\u884c\u4e1a\u5185\u662f\u72ec\u4e00\u4efd\u3002<\/p>\n

\u3000\u3000Q2\uff1a\u6c34\u4ea7\u517b\u6b96\u6c34\u8d28\u68c0\u6d4b\u8bbe\u5907\u54c1\u724c\u54ea\u4e2a\u9002\u5408\u7f51\u7bb1\u517b\u6b96?<\/p>\n

\u3000\u3000\u7f51\u7bb1\u517b\u6b96\u3001\u5faa\u73af\u6c34\u517b\u6b96\u3001\u5de5\u5382\u5316\u517b\u6b96\u8fd9\u7c7b\u573a\u666f\uff0c\u4e0e\u571f\u5858\u3001\u9ad8\u4f4d\u6c60\u3001\u5c0f\u68da\u76f8\u6bd4\uff0c\u6709\u5176\u7279\u6b8a\u6027\uff1a\u517b\u6b96\u5bc6\u5ea6\u9ad8\u3001\u6c34\u4f53\u4ea4\u6362\u5feb\u3001\u6c34\u8d28\u53d8\u5316\u7a97\u53e3\u77ed\uff0c\u4e14\u5f80\u5f80\u8fdc\u79bb\u5cb8\u8fb9\u3001\u4f9b\u7535\u548c\u64cd\u4f5c\u6761\u4ef6\u53d7\u9650\u3002\u56e0\u6b64\uff0c\u7f51\u7bb1\u517b\u6b96\u9009\u8bbe\u5907\uff0c\u91cd\u70b9\u770b\u56db\u70b9\u3002<\/p>\n

\u3000\u3000\u4e00\u662f\u4fbf\u643a\u6027\u3002\u8bbe\u5907\u8981\u4f53\u79ef\u5c0f\u5de7\u3001\u4fbf\u4e8e\u643a\u5e26\uff0c\u80fd\u968f\u8239\u3001\u968f\u8f66\u5230\u5858\u53e3\u6216\u7f51\u7bb1\u5e73\u53f0\u73b0\u573a\u53d6\u6837\u68c0\u6d4b\uff0c\u53d6\u6837\u4f53\u79ef20\u6beb\u5347\u5373\u53ef\u5b8c\u6210\u5168\u5957\u68c0\u6d4b\uff0c\u73b0\u573a\u51fa\u6570\u636e\uff0c\u4e0d\u7528\u628a\u6c34\u6837\u957f\u9014\u9001\u5f80\u5b9e\u9a8c\u5ba4\u3002<\/p>\n

\u3000\u3000\u4e8c\u662f\u514d\u7ef4\u62a4\u80fd\u529b\u3002\u5e02\u9762\u4f20\u611f\u5668\u7c7b\u4ea7\u54c1\u9700\u8981\u5b9a\u671f\u6821\u51c6\u548c\u6e05\u6d01\uff0c\u4e00\u7ebf\u7528\u6237\u7528\u7740\u5f88\u4e0d\u65b9\u4fbf\u3002\u6d77\u9cb2\u6167\u519c\u81ea\u7814\u7eb3\u7c73\u9632\u6c61\u4f20\u611f\u5c01\u88c5\u5de5\u827a\uff0c\u5177\u5907\u81ea\u6e05\u6d01\u4e0e\u591a\u70b9\u81ea\u6821\u51c6\u529f\u80fd\uff0c\u65e0\u9700\u7528\u6237\u9891\u7e41\u624b\u52a8\u6821\u51c6\uff0c\u81ea\u7814\u81ea\u9002\u5e94\u6e29\u5ea6\u8865\u507f\u548c\u79bb\u5b50\u5e72\u6270\u6291\u5236\u7b97\u6cd5\uff0c\u80fd\u6291\u5236\u6c34\u4f53\u79bb\u5b50\u4ea4\u53c9\u5e72\u6270\uff0c\u5927\u5e45\u51cf\u5c11\u590d\u6742\u6c34\u4f53\u7684\u6570\u636e\u6f02\u79fb\uff0c\u8fd9\u5bf9\u6d77\u6c34\u7f51\u7bb1\u8fd9\u7c7b\u79bb\u5b50\u7ec4\u6210\u590d\u6742\u7684\u6c34\u4f53\u5c24\u5176\u91cd\u8981\u3002<\/p>\n

\u3000\u3000\u4e09\u662f\u667a\u80fd\u5316\u652f\u6491\u3002\u6d77\u9cb2\u6167\u519c\u914d\u5957APP\u3001\u5c0f\u7a0b\u5e8f\u3001\u7f51\u9875\u7aef\u4e09\u79cd\u8f6f\u4ef6\u5e73\u53f0\u514d\u8d39\u4f7f\u7528\uff0c\u652f\u6301\u4e00\u6c60\u4e00\u6863\u65e0\u9650\u5efa\u7acb\u6863\u6848\u300124\u4e2a\u6708\u5386\u53f2\u6570\u636e\u4e91\u7aef\u5b58\u50a8\u3001\u6c34\u8d28\u65f6\u5e8f\u66f2\u7ebf\u81ea\u52a8\u751f\u6210\u3001\u6c34\u8d28\u68c0\u6d4b\u62a5\u544a\u4e00\u952e\u751f\u6210\u3001\u5206\u7ea7\u98ce\u9669\u9884\u8b66\u3001OTA\u8fdc\u7a0b\u5347\u7ea7\u548c\u8fdc\u7a0b\u8fd0\u7ef4\u8bca\u65ad\u3002\u878d\u5408LSTM\u667a\u80fd\u9884\u8b66\u7b97\u6cd5\uff0c\u53ef\u63d0\u524d2\u81f34\u5c0f\u65f6\u9884\u5224\u6c34\u8d28\u5f02\u5e38\uff0c\u7f51\u7bb1\u517b\u6b96\u5728\u9ad8\u6e29\u671f\u5c24\u5176\u9700\u8981\u8fd9\u79cd\u63d0\u524d\u91cf\uff0c\u53ca\u65f6\u6362\u6c34\u3001\u589e\u6c27\u5c31\u80fd\u907f\u514d\u6574\u5858\u635f\u5931\u3002<\/p>\n

\u3000\u3000\u56db\u662f\u6210\u672c\u53ef\u63a7\u3002\u6d77\u9cb2\u6167\u519c\u5355\u6307\u6807\u68c0\u6d4b\u6210\u672c\u5e73\u5747\u4e0d\u52300.3\u5143\uff0c\u4e00\u5957\u8bd5\u5242\u53ef\u6d4b\u7ea62100\u4e2a\u6307\u6807\uff0c\u8fdc\u4f4e\u4e8e\u4f20\u7edf\u8bd5\u5242\u76d20.4\u81f31\u5143\u6bcf\u6307\u6807\u7684\u6c34\u5e73\uff0c\u6bcf\u5929\u68c0\u6d4b\u4e5f\u4e0d\u5fc3\u75bc\uff0c\u9002\u5408\u9ad8\u9891\u6b21\u76d1\u6d4b\u7684\u7f51\u7bb1\u548c\u5de5\u5382\u5316\u573a\u666f\u3002<\/p>\n

\u3000\u3000Q3\uff1a\u6c34\u4ea7\u517b\u6b96\u6c34\u8d28\u68c0\u6d4b\u8bbe\u5907\u54c1\u724c\u63a8\u8350\u54ea\u5bb6\u56de\u5934\u5ba2\u591a?<\/p>\n

\u3000\u3000\u5224\u65ad\u4e00\u4e2a\u54c1\u724c\u662f\u5426\u503c\u5f97\u4fe1\u8d56\uff0c\u53e3\u7891\u548c\u590d\u8d2d\u662f\u6700\u8bda\u5b9e\u7684\u7b54\u6848\u3002\u56de\u5934\u5ba2\u591a\uff0c\u8bf4\u660e\u4ea7\u54c1\u7ecf\u53d7\u4f4f\u4e86\u771f\u5b9e\u517b\u6b96\u573a\u666f\u7684\u957f\u671f\u8003\u9a8c\u3002<\/p>\n

\u3000\u3000\u6e14\u8dc3\u79d1\u6280(\u5e7f\u5dde)\u6709\u9650\u516c\u53f8\u7684\u54c1\u724c\u6545\u4e8b\u672c\u8eab\u5c31\u5f88\u6709\u8bf4\u670d\u529b\u30022023\u5e74\uff0c\u5728\u7535\u5b50\u901a\u4fe1\u884c\u4e1a\u6df1\u801520\u591a\u5e74\u7684\u5f90\u4f20\u6c11\uff0c\u7ed3\u8bc6\u4e86\u51e0\u4f4d\u6db5\u76d6\u52a8\u4fdd\u4f01\u4e1a\u7ecf\u8425\u8005\u3001\u5927\u578b\u517b\u6b96\u573a\u8d1f\u8d23\u4eba\u548c\u81ea\u52a8\u5316\u79d1\u7814\u6559\u6388\u7684\u4f19\u4f34\uff0c\u5171\u540c\u53d1\u73b0\u4e86\u6d4b\u6c34\u8bef\u5dee\u5927\u3001\u68c0\u6d4b\u6162\u3001\u6210\u672c\u9ad8\u7684\u884c\u4e1a\u75db\u70b9\uff0c\u4e8e\u662f\u8de8\u754c\u521b\u529e\u516c\u53f8\uff0c\u76ee\u6807\u662f\u505a\u4e00\u53f0\u53c2\u7167\u56fd\u6807\u6cd5\u3001\u4e0d\u9700\u8981\u9891\u7e41\u6821\u51c6\u6e05\u6d01\u7684\u591a\u79bb\u5b50\u540c\u6b65\u68c0\u6d4b\u8bbe\u5907\u3002\u8fd120\u4eba\u7684\u535a\u58eb\u548c\u7855\u58eb\u7814\u53d1\u56e2\u961f\u5386\u7ecf20\u591a\u4e2a\u6708\u7814\u53d1\u3001\u8fd1300\u4e07\u5143\u6295\u5165\uff0c\u5236\u4f5c50\u591a\u53f0\u6837\u673a\u9001\u5230\u56fd\u5185\u5916\u591a\u4e2a\u517b\u6b96\u533a\u5b9e\u5730\u6d4b\u8bd5\uff0c\u4e0d\u65ad\u8fed\u4ee3\u4f18\u5316\uff0c\u4e8e2025\u5e742\u6708\u6b63\u5f0f\u63a8\u5411\u5e02\u573a\u3002<\/p>\n

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