{"id":15108,"date":"2021-07-12T13:14:27","date_gmt":"2021-07-12T05:14:27","guid":{"rendered":"http:\/\/www.flowtechgd.com\/?p=15108"},"modified":"2021-07-12T15:29:07","modified_gmt":"2021-07-12T07:29:07","slug":"%e6%99%ba%e6%85%a7%e6%b0%b4%e5%8e%82%e5%8f%91%e5%b1%95%e7%8e%b0%e7%8a%b6%e5%8f%8a%e5%bb%ba%e8%ae%be%e6%80%9d%e8%80%83","status":"publish","type":"post","link":"https:\/\/www.flowtechgd.com\/archives\/15108.html","title":{"rendered":"\u667a\u6167\u6c34\u5382\u53d1\u5c55\u73b0\u72b6\u53ca\u5efa\u8bbe\u601d\u8003"},"content":{"rendered":"<p><strong>\u667a\u6167\u6c34\u5382\u6982\u5ff5<\/strong><\/p>\n<p 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class=\"111\">&nbsp;<\/p>\n<p><strong>\u667a\u6167\u6c34\u5382\u5efa\u8bbe\u5185\u5bb9<\/strong><\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p>\u667a\u6167\u6c34\u5382\u7684\u5efa\u8bbe\u5e94\u4ece\u5e95\u5c42\u7684\u57fa\u7840\u786c\u4ef6\u51fa\u53d1\uff0c\u5411\u4e0a\u9010\u6b65\u6784\u5efa\u6570\u636e\u5904\u7406\u7684\u667a\u6167\u5927\u8111\uff0c\u6700\u540e\u901a\u8fc7\u591a\u4e2a\u667a\u6167\u5316\u5e94\u7528\u6253\u9020\u4e00\u4e2a\u5b8c\u5584\u667a\u6167\u5316\u6c34\u5382\u3002<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"http:\/\/www.flowtechsh.com\/wp-content\/uploads\/2021\/07\/2-2.png\" alt=\"\" alt=\"\u667a\u6167\u6c34\u5382\u53d1\u5c55\u73b0\u72b6\u53ca\u5efa\u8bbe\u601d\u8003 \u65b0\u95fb\u8d44\u8baf \u7b2c2\u5f20\" title=\"\u667a\u6167\u6c34\u5382\u53d1\u5c55\u73b0\u72b6\u53ca\u5efa\u8bbe\u601d\u8003 \u65b0\u95fb\u8d44\u8baf \u7b2c2\u5f20-\" ><\/figure>\n<\/div>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u7b2c\u4e00\u5c42\uff1a\u81ea\u52a8\u5316<\/strong><\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u6c34\u5382\u5de5\u827a\u6d41\u7a0b\u81ea\u52a8\u5316<\/strong>\uff1a\u4ece\u53d6\u6c34\u6cf5\u7ad9\u53d6\u6c34\u901a\u8fc7\u7ba1\u7f51\u8f93\u9001\u5230\u6c34\u5382\u8fdb\u884c\u52a0\u836f\u3001\u6df7\u51dd\u3001\u6c89\u6dc0\u3001\u8fc7\u6ee4\u3001\u52a0\u6c2f\u51c0\u5316\u5904\u7406\u540e\uff0c\u7531\u4f9b\u6c34\u6cf5\u623f\u52a0\u538b\u8f93\u9001\u81f3\u4f9b\u6c34\u7ba1\u7f51\u7684\u5168\u8fc7\u7a0b\u5b9e\u73b0\u81ea\u52a8\u5316\u63a7\u5236\uff0c\u8fd9\u662f\u5b9e\u73b0\u667a\u6167\u6c34\u5382\u7684\u786c\u4ef6\u57fa\u7840\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u5b89\u9632\u81ea\u52a8\u5316<\/strong>\uff1a\u901a\u8fc7\u5468\u754c\u9632\u8303\u7cfb\u7edf\u3001\u89c6\u9891\u5b89\u9632\u76d1\u63a7\u7cfb\u7edf\u3001\u95e8\u7981\u7cfb\u7edf\u3001\u51fa\u5165\u53e3\u63a7\u5236\u7cfb\u7edf\u7b49\u6784\u7b51\u7684\u5b89\u5168\u9632\u8303\u7cfb\u7edf\uff0c\u5bf9\u6c34\u5382\u5efa\u7b51\u7fa4\u53ca\u5176\u5185\u90e8\u7684\u4eba\u5458\u3001\u8bbe\u5907\u3001\u533a\u57df\u5b9e\u73b0\u5b89\u5168\u9632\u8303\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u73af\u5883\u81ea\u52a8\u5316<\/strong>\uff1a\u901a\u8fc7\u6784\u7b51\u7269\u76d1\u6d4b\u7cfb\u7edf\uff0c\u5b9e\u73b0\u5bf9\u6c34\u5382\u6e29\u5ea6\u3001\u6e7f\u5ea6\u3001\u6709\u5bb3\u6c14\u4f53\u3001\u8bbe\u5907\u63a5\u70b9\u6e29\u5ea6\u3001\u6c34\u4f4d\u3001\u70df\u96fe\u4fe1\u53f7\u3001\u660e\u706b\u4fe1\u53f7\u7b49\u73af\u5883\u6570\u636e\u76d1\u6d4b\uff0c\u73af\u5883\u53c2\u6570\u8d85\u6807\u81ea\u52a8\u8b66\u544a\u53ca\u81ea\u52a8\u6392\u969c\u529f\u80fd\uff0c\u8b66\u60c5\u7ba1\u63a7\u3001\u6545\u969c\u5b9a\u4f4d\u7b49\u529f\u80fd\u3002\u901a\u8fc7\u81ea\u52a8\u7eff\u5316\u517b\u62a4\u7cfb\u7edf\uff0c\u5229\u7528\u591a\u79cd\u5b9a\u5236\u5316\u704c\u6e89\u7b56\u7565\uff0c\u5b9e\u73b0\u5b9a\u65f6\u667a\u80fd\u5faa\u73af\u6d47\u704c\uff0c\u611f\u5e94\u571f\u58e4\u542b\u6c34\u91cf\u81ea\u52a8\u6d47\u6c34\uff0c\u6839\u636e\u6c14\u8c61\u6570\u636e\u3001\u571f\u58e4\u84b8\u817e\u91cf\u8c03\u8282\u704c\u6e89\u5236\u5ea6\uff1b\u901a\u8fc7\u690d\u7269\u6570\u636e\u5e93\u548c\u4e13\u5bb6\u7cfb\u7edf\u540e\u53f0\uff0c\u63d0\u51fa\u75c5\u866b\u5bb3\u9632\u6cbb\u9884\u6848\u53ca\u79d1\u5b66\u517b\u62a4\u5efa\u8bae\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u7b2c\u4e8c\u5c42\uff1a\u667a\u6167\u5927\u8111<\/strong><\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u7269\u8054\u7f51\u5e73\u53f0<\/strong>\uff1a\u5c06\u73b0\u4ee3\u4fe1\u606f\u6280\u672f\u7269\u8054\u7f51\u4e0e\u6c34\u5382\u6df1\u5ea6\u878d\u5408\uff0c\u5b9e\u73b0\u6574\u4e2a\u667a\u6167\u6c34\u5382\u4ece\u8ba1\u5212\u3001\u751f\u4ea7\u3001\u7ba1\u7406\u3001\u7269\u6599\u3001\u4ed3\u50a8\u3001\u91c7\u8d2d\u3001\u7ef4\u4fee\u7b49\u5404\u4e2a\u73af\u8282\u6240\u4ea7\u751f\u7684\u5404\u7c7b\u6570\u636e\u7684\u96c6\u4e2d\u91c7\u96c6\u3001\u5b58\u50a8\u548c\u5206\u6790\uff0c\u8fdb\u800c\u4ece\u5927\u91cf\u6570\u636e\u4e2d\u6316\u6398\u5f97\u5230\u6709\u4ef7\u503c\u7684\u65b0\u4fe1\u606f\uff0c\u4ece\u800c\u4fc3\u8fdb\u6c34\u5382\u751f\u4ea7\u7ba1\u7406\u7684\u521b\u65b0\u3001\u63d0\u5347\u7ecf\u8425\u6c34\u5e73\u548c\u751f\u4ea7\u8fd0\u4f5c\u6548\u7387\uff0c\u662f\u5b9e\u73b0\u667a\u6167\u6c34\u5382\u7684\u6570\u636e\u57fa\u7840\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u667a\u80fd\u89c6\u9891\u76d1\u63a7\u5e73\u53f0<\/strong>\uff1a\u91c7\u7528\u56fe\u50cf\u5904\u7406\u3001\u6a21\u5f0f\u8bc6\u522b\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\uff0c\u901a\u8fc7\u667a\u80fd\u89c6\u9891\u5206\u6790\u6a21\u5757\uff0c\u501f\u52a9\u8ba1\u7b97\u673a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u81ea\u52a8\u5bf9\u89c6\u9891\u76d1\u63a7\u753b\u9762\u8fdb\u884c\u5feb\u901f\u9ad8\u6548\u7684\u5206\u6790\uff0c\u5224\u65ad\u76d1\u63a7\u753b\u9762\u4e2d\u7684\u5f02\u5e38\u60c5\u51b5\uff0c\u5e76\u4ee5\u6700\u5feb\u548c\u6700\u4f73\u7684\u65b9\u5f0f\u53d1\u51fa\u8b66\u62a5\u6216\u89e6\u53d1\u5176\u5b83\u52a8\u4f5c\uff0c\u5927\u5e45\u63d0\u5347\u4f20\u7edf\u4f9d\u8d56\u4eba\u5de5\u68c0\u67e5\u89c6\u9891\u753b\u9762\u7684\u6548\u7387\u548c\u6548\u679c\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u4eba\u5de5\u667a\u80fd\u5e73\u53f0<\/strong>\uff1a\u57fa\u4e8espark\u673a\u5668\u5b66\u4e60\u5e93\u548ctensorflow\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u5efa\u7acb\u9ad8\u7ea7\u667a\u80fd\u7b97\u6cd5\uff0c\u642d\u5efa\u6c34\u5382\u7684\u77e5\u8bc6\u56fe\u8c31\u548c\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\uff0c\u8ba9\u673a\u5668\u6709\u80fd\u529b\u201c\u601d\u8003\u201d\uff0c\u5f62\u6210\u5177\u6709\u667a\u6167\u51b3\u7b56\u80fd\u529b\u7684\u4eba\u5de5\u667a\u80fd\u5927\u8111\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u7b2c\u4e09\u5c42\uff1a\u667a\u6167\u5e94\u7528<\/strong><\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u667a\u6167\u5b89\u9632<\/strong>\uff1a\u901a\u8fc7\u4eba\u8138\u8bc6\u522b\u3001\u8f66\u8f86\u8bc6\u522b\u7ba1\u7406\u3001\u975e\u6cd5\u4fb5\u5165\u4f4d\u8ffd\u8e2a\u3001\u65e0\u4eba\u673a\u5de1\u68c0\u3001ar\u773c\u955c\u76d1\u6d4b\u3001\u8fdc\u7a0b\u5728\u7ebf\u8bbe\u5907\u6545\u969c\u8bca\u65ad\u5904\u7f6e\u3001\u91cd\u70b9\u533a\u57df\u95ef\u5165\u9884\u8b66\u6784\u5efa\u6c34\u5382\u5168\u9762\u3001\u7acb\u4f53\u7684\u5b89\u4fdd\u7cfb\u7edf\uff0c\u901a\u8fc7\u4e91\u8ba1\u7b97\u3001\u65e0\u7ebf\u8986\u76d6\u3001\u79fb\u52a8\u7ec8\u7aef\u3001\u4eba\u5458\u8bc6\u522b\u3001\u4eba\u5458\u5b9a\u4f4d\u7b49\u6280\u672f\u624b\u6bb5\uff0c\u901a\u8fc7\u4e8b\u5148\u786e\u5b9a\u7684\u8def\u7ebf\u548c\u6d3b\u52a8\u8303\u56f4\uff0c\u89c4\u8303\u4eba\u5458\u7684\u6d3b\u52a8\uff0c\u5e76\u63d0\u4f9b\u7167\u660e\u3001\u901a\u98ce\u7a7a\u8c03\u4ee5\u53ca\u8bf4\u660e\u3001\u8bb2\u89e3\u3001\u5e94\u6025\u8054\u7edc\u7b49\u670d\u52a1\uff0c\u4fdd\u8bc1\u751f\u4ea7\u5b89\u5168\u3001\u4eba\u5458\u5b89\u5168\u3002<\/p>\n<p 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class=\"111\">&nbsp;<\/p>\n<p><strong>\u667a\u6167\u8fd0\u8425<\/strong>\uff1a\u901a\u8fc7\u5efa\u7acb\u6c34\u5382\u8fd0\u884c\u5173\u952e\u7ee9\u6548\u6307\u6807\u8bc4\u4f30\u673a\u5236\uff0c\u4ece\u7ba1\u7406\u8d28\u91cf\u3001\u80fd\u8017\u5206\u6790\u3001\u836f\u8017\u5206\u6790\u3001\u8bbe\u5907\u8fd0\u884c\u6548\u7387\u3001\u73af\u5883\u6548\u76ca\u3001\u8fd0\u884c\u5de5\u827a\u53c2\u6570\u3001\u7ee9\u6548\u8003\u6838\u7b49\u591a\u4e2a\u65b9\u9762\u5b9a\u671f\u5bf9\u81ea\u6765\u6c34\u5382\u7684\u8fd0\u884c\u7ba1\u7406\u72b6\u51b5\u8fdb\u884c\u7efc\u5408\u8bc4\u5b9a\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u667a\u80fd\u8fd0\u7ef4<\/strong>\uff1a\u57fa\u4e8e\u6c34\u5382\u7684\u4ea7\u751f\u8fd0\u7ef4\u9700\u6c42\uff0c\u5b9a\u5236\u4e2a\u6027\u5316\u5de1\u68c0\u8def\u5f84\uff0c\u7ed3\u5408\u5de1\u68c0\u70b9\u3001\u8bbe\u5907\u548c\u4f20\u611f\u5668\u5b9e\u65f6\u6570\u636e\u3001\u89c6\u9891\u76d1\u63a7\u3001\u673a\u5668\u4eba\u3001ar\uff0c\u5b9e\u73b0\u9ad8\u6548\u8fd0\u7ef4\u5de1\u68c0\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u8bbe\u5907\u8d44\u4ea7\u7ba1\u7406<\/strong>\uff1a\u57fa\u4e8e\u5148\u8fdb\u7684\u8d44\u4ea7\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u7406\u8bba\uff0c\u901a\u8fc7\u6838\u5fc3\u53f0\u8d26\u5bf9\u4f01\u4e1a\u4e2d\u5404\u7c7b\u8bbe\u5907\u53ca\u8d44\u4ea7\u7684\u751f\u547d\u5468\u671f\u8fdb\u884c\u4e00\u5143\u5316\u7ba1\u7406\uff0c\u5e76\u6709\u673a\u7ed3\u5408\u5386\u53f2\u7ba1\u7406\u3001\u5e93\u5b58\u7ba1\u7406\u3001\u9884\u7b97\u7ba1\u7406\u3001\u7edf\u8ba1\u5206\u6790\u3001\u5de5\u4f5c\u6d41\u7b49\u529f\u80fd\uff0c\u63d0\u4f9b\u5b8c\u6574\u7684\u65e5\u5e38\u6027\u8bbe\u5907\/\u8d44\u4ea7\u7ba1\u7406\u5e73\u53f0\uff0c\u540c\u65f6\u4e0eiot\u53ca\u5927\u6570\u636e\u5206\u6790\u7b49\u5e94\u7528\u6280\u672f\u8fdb\u884c\u878d\u5408\u5bf9\u63a5\uff0c\u5b9e\u73b0\u8bbe\u5907\u5b9e\u65f6\u72b6\u6001\u76d1\u63a7\uff0c\u6309\u9700\u7ef4\u4fdd\uff0c\u9884\u9632\u6027\u7ef4\u4fdd\u7b49\u9ad8\u7ea7\u522b\u5e94\u7528\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u667a\u80fd\u76d1\u76d8<\/strong>\uff1a\u57fa\u4e8e\u6c34\u5382\u667a\u80fd\u5316\u5efa\u6a21\u624b\u6bb5\uff0c\u5c06\u8fd0\u884c\u89c4\u7a0b\u548c\u5b89\u5168\u89c4\u7a0b\u77e5\u8bc6\u5316\uff0c\u5229\u7528\u667a\u80fd\u77e5\u8bc6\u5e93\u534f\u52a9\u76d1\u76d8\u4eba\u5458\u5bf9\u8fd0\u884c\u4e2d\u7684\u5404\u7c7b\u53c2\u6570\u548c\u8bbe\u5907\u72b6\u6001\u8fdb\u884c\u76d1\u6d4b\uff0c\u5e76\u6839\u636e\u91cd\u8981\u7a0b\u5ea6\u4f9d\u6b21\u5c06\u5f02\u5e38\u9884\u8b66\u4fe1\u53f7\u5448\u73b0\u7ed9\u76d1\u76d8\u4eba\u5458\u3002\u76d1\u76d8\u4eba\u5458\u53ef\u4ee5\u5b9e\u65f6\u76d1\u89c6\u6c34\u5382\u5404\u5de5\u827a\u6d41\u7a0b\u3001\u7cfb\u7edf\u3001\u8bbe\u5907\u7684\u5065\u5eb7\u72b6\u6001\uff0c\u67e5\u770b\u6545\u969c\u9884\u8b66\u3001\u8bbe\u5907\u5065\u5eb7\u72b6\u6001\u548c\u6545\u969c\u62a5\u8b66\u4fe1\u606f\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u667a\u6167\u529e\u516c<\/strong>\uff1a\u5229\u7528\u4e91\u8ba1\u7b97\u6280\u672f\u5bf9\u529e\u516c\u4e1a\u52a1\u6240\u9700\u7684\u8f6f\u786c\u4ef6\u8bbe\u5907\u8fdb\u884c\u667a\u80fd\u5316\u7ba1\u7406\uff0c\u901a\u8fc7\u5efa\u7acb\u4e2a\u4eba\u529e\u516c\u3001\u516c\u5171\u4fe1\u606f\u3001\u884c\u653f\u4e8b\u52a1\u3001\u516c\u6587\u6d41\u8f6c\u3001\u77e5\u8bc6\u7ba1\u7406\u3001\u5e2e\u52a9\u3001\u7cfb\u7edf\u7ba1\u7406\u7b49\u6a21\u5757\uff0c\u5b9e\u73b0\u6c34\u5382\u4eba\u4e8b\u7ba1\u7406\u3001\u8d22\u52a1\u7ba1\u7406\u3001\u8d44\u4ea7\u7ba1\u7406\u3001\u79d1\u7814\u7ba1\u7406\u7b49\u4fe1\u606f\u5316\u548c\u81ea\u52a8\u5316\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u667a\u6167\u73af\u5883\u63a7\u5236<\/strong>\uff1a\u6839\u636e\u4e0d\u540c\u8bbe\u5907\u3001\u4e0d\u540c\u4eba\u5458\u7684\u4e0d\u540c\u9700\u6c42\uff0c\u901a\u8fc7\u5bf9\u6c34\u5382\u7167\u660e\u3001\u901a\u98ce\u3001\u7a7a\u8c03\u7b49\u7b49\u5236\u5b9a\u7cbe\u51c6\u7684\u63a7\u5236\u7b56\u7565\uff0c\u5e76\u4e0e\u5176\u4ed6\u7cfb\u7edf\u7684\u914d\u5408\uff0c\u5728\u6ee1\u8db3\u4eba\u5458\u7684\u8212\u9002\u6027\u3001\u8bbe\u5907\u7684\u5b89\u5168\u6027\u7b49\u524d\u63d0\u4e0b\uff0c\u8fbe\u5230\u8282\u80fd\u3001\u51cf\u6392\u3001\u51cf\u5c11\u6c61\u67d3\u7684\u76ee\u7684\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u667a\u6167\u517b\u62a4<\/strong>\uff1a\u6839\u636e\u6c14\u8c61\u4fe1\u606f\u3001\u690d\u7269\u6863\u6848\u4fe1\u606f\uff0c\u901a\u8fc7\u81ea\u52a8\u6d47\u704c\u7cfb\u7edf\u3001\u690d\u7269\u7ba1\u7406\u7cfb\u7edf\u5bf9\u6c34\u5382\u7eff\u690d\u5b9e\u73b0\u81ea\u52a8\u6d47\u704c\uff0c\u5e76\u63d0\u4f9b\u517b\u62a4\u8ba1\u5212\uff0c\u9002\u65f6\u5b89\u6392\u65bd\u80a5\u3001\u4fee\u526a\u7b49\u517b\u62a4\u5de5\u4f5c\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u667a\u6167\u6784\u7b51\u7269\u76d1\u6d4b<\/strong>\uff1a\u9488\u5bf9\u91cd\u8981\u6784\u7b51\u7269\uff0c\u5efa\u7acb\u6784\u7b51\u7269\u5065\u5eb7\u76d1\u6d4b\u7cfb\u7edf\uff0c\u76d1\u6d4b\u6784\u7b51\u7269\u5e94\u529b\u3001\u53d8\u5f62\u3001\u6c89\u964d\u7b49\u654f\u611f\u53c2\u6570\uff0c\u4e0e\u8bbe\u8ba1\u53c2\u6570\u8fdb\u884c\u6bd4\u8f83\uff0c\u5b9e\u65f6\u8bc4\u4f30\u6784\u7b51\u7269\u5b89\u5168\u72b6\u51b5\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u6570\u5b57\u5b6a\u751f<\/strong>\uff1a\u901a\u8fc7bim\u3001\u4f20\u611f\u5668\u7b49\u6280\u672f\uff0c\u642d\u5efa\u4e00\u4e2a\u9ad8\u5ea6\u955c\u50cf\u5316\u7684\u6570\u5b57\u6c34\u5382\uff0c\u901a\u8fc7\u7269\u7406\u4fe1\u606f\u7cfb\u7edf(cyber-phyical system,cps)\uff0c\u5b9e\u73b0\u7269\u7406\u6c34\u5382\u4e0e\u6570\u5b57\u6c34\u5382\u7684\u4ea4\u4e92\u4e0e\u878d\u5408\uff0c\u4ece\u800c\u5b9e\u73b0\u6c34\u5382\u7684\u900f\u660e\u5316\u7ba1\u7406\uff0c\u5168\u9762\u63d0\u5347\u7ba1\u7406\u6548\u7387\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p><strong>\u603b\u7ed3<\/strong><\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p>\u667a\u6167\u6c34\u5382\u5efa\u8bbe\u662f\u4e00\u9879\u5e9e\u5927\u800c\u590d\u6742\u7684\u5de5\u7a0b\uff0c\u9700\u8981\u7ad9\u5728\u667a\u6167\u57ce\u5e02\u7684\u9ad8\u5ea6\uff0c\u81ea\u4e0a\u800c\u4e0b\u505a\u597d\u9876\u5c42\u8bbe\u8ba1\uff0c\u518d\u7ed3\u5408\u6c34\u5382\u7684\u5b9e\u9645\u60c5\u51b5\uff0c\u5206\u6b65\u5b8c\u6210\u5404\u4e2a\u7cfb\u7edf\u7684\u5efa\u8bbe\uff0c\u6700\u7ec8\u5b9e\u73b0\u667a\u6167\u6c34\u5382\u7684\u76ee\u6807\uff0c\u800c\u5176\u6210\u719f\u7684\u6807\u5fd7\u5c31\u662f\u4eba\u5de5\u5e72\u9884\u8d8a\u6765\u8d8a\u5c11\u3002<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p>\u6765\u6e90\uff1a\u4e2d\u56fd\u6c34\u7f51<\/p>\n<p class=\"111\">&nbsp;<\/p>\n<p style=\"text-align: center;\" b603=\"\"><strong>\u3010\u7b2c\u4e03\u5c4a\u5e7f\u4e1c\u6cf5\u9600\u5c55\u3011<\/strong><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2021\/06\/gdf-750-260_-2021.03.151.jpg\" alt=\"\" alt=\"\u667a\u6167\u6c34\u5382\u53d1\u5c55\u73b0\u72b6\u53ca\u5efa\u8bbe\u601d\u8003 \u65b0\u95fb\u8d44\u8baf \u7b2c3\u5f20\" title=\"\u667a\u6167\u6c34\u5382\u53d1\u5c55\u73b0\u72b6\u53ca\u5efa\u8bbe\u601d\u8003 \u65b0\u95fb\u8d44\u8baf \u7b2c3\u5f20-\" ><\/figure>\n<\/div>\n<p>\u4f5c\u4e3a\u6df1\u8015\u884c\u4e1a\u591a\u5e74\u7684\u5c55\u4f1a\uff0c\u7531\u4e0a\u6d77\u8377\u7965\u4f1a\u5c55\u6709\u9650\u516c\u53f8\u4e3b\u529e\u7684\u7b2c\u516d\u5c4a\u5e7f\u4e1c\u56fd\u9645\u6cf5\u7ba1\u9600\u5c55\u89c8\u4f1a\uff08\u7b80\u79f0\u201c\u5e7f\u4e1c\u6cf5\u9600\u5c55\u201d\uff09\u643a\u624b\u5c55\u5546\u4e0e\u5408\u4f5c\u4f19\u4f34\u51dd\u805a\u4ea7\u4e1a\u5408\u529b\u518d\u521b\u4f73\u7ee9\uff0c\u5171\u52a9\u6cf5\u9600\u884c\u4e1a\u4fe1\u5fc3\u63d0\u632f\uff012021\u73b0\u573a\u8054\u540c\u5e7f\u4e1c\u6c34\u5c55\u6574\u4f53\u89c4\u6a21\u8fd14.5\u4e07\u5e73\u65b9\u7c73\uff0c\u805a\u96c61000\u591a\u5bb6\u5c55\u5546\uff0c\u8fce\u676535000\u591a\u540d\u4e13\u4e1a\u89c2\u4f17\u8385\u4e34\u53c2\u89c2\uff0c\u73b0\u5df2\u6210\u4e3a\u534e\u5357\u5730\u533a\u8d85\u5927\u89c4\u6a21\u7684\u6cf5\u7ba1\u9600\u76db\u4f1a\u3002\u7b2c\u4e03\u5c4a\u5e7f\u4e1c\u6cf5\u9600\u5c55\u5728\u5e7f\u4e1c\u7701\u571f\u6728\u5efa\u7b51\u5b66\u4f1a\u7ed9\u6392\u6c34\u4e13\u4e1a\u59d4\u5458\u4f1a\u3001\u5e7f\u4e1c\u5316\u5de5\u4ea4\u6613\u4e2d\u5fc3\u3001\u5e7f\u4e1c\u7701\u5efa\u7b51\u8bbe\u8ba1\u7814\u7a76\u9662\u53ca\u5e7f\u5dde\u5e02\u8bbe\u8ba1\u9662\u7b49\u4e13\u4e1a\u7ec4\u7ec7\u673a\u6784\u548c\u884c\u4e1a\u4f19\u4f34\u7684\u5927\u529b\u652f\u6301\u4e0b\uff0c\u5c06\u4e8e2022\u5e743\u670831\u65e5-4\u67082\u65e5\u5728\u5e7f\u5dde\u4e28\u4fdd\u5229\u4e16\u8d38\u535a\u89c8\u9986\u518d\u5ea6\u6765\u88ad\uff0c\u9664\u4e86\u5ef6\u7eed\u5176\u59ca\u59b9\u5c55\u4e0a\u6d77\u6cf5\u9600\u5c55\u7684\u8d44\u6e90\u5916\uff0c\u8fd8\u5c06\u6253\u901a\u6c61\u6c34\u5904\u7406\u3001\u819c\u5de5\u4e1a\u3001\u7ed9\u6392\u6c34\u3001\u6210\u5957\u4f9b\u6c34\u7b49\u884c\u4e1a\u4e0a\u4e0b\u6e38\uff0c\u4e3b\u529e\u65b9\u5e2e\u52a9\u5c55\u5546\u6df1\u5165\u5927\u6e7e\u533a\uff0c\u5c06\u4ea7\u54c1\u5b8c\u7f8e\u5448\u73b0\u7ed9\u534e\u5357\u5730\u533a\u7684\u5404\u5927\u6c34\u53f8\u3001\u6c34\u534f\u3001\u8bbe\u8ba1\u9662\u3001\u7ecf\u9500\u5546\u7b49\u4e13\u4e1a\u89c2\u4f17\uff0c\u62a2\u5360\u5e02\u573a\u4efd\u989d\uff0c\u5f00\u62d3\u65b0\u5e02\u573a\uff0c\u81f4\u529b\u6253\u9020\u534e\u5357\u9ad8\u54c1\u8d28\u6cf5\u7ba1\u9600\u5c55\u89c8\u4f1a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u667a\u6167\u6c34\u5382\u6982\u5ff5 &nbsp; \u81ea\u4ece2010\u5e74ibm\u9996\u6b21\u6b63\u5f0f\u63d0\u51fa\u667a\u6167\u57ce\u5e02\u7684\u6982\u5ff5\u4e4b\u540e\uff0c\u667a\u6167\u6c34\u52a1\u4f5c\u4e3a\u5176\u4e2d\u4e00\u90e8\u5206\u4e5f\u5e94\u8fd0\u800c\u751f\u3002\u667a\u6167\u6c34\u5382\u4f5c\u4e3a\u667a\u6167\u6c34\u52a1\u7684\u57fa\u7840\uff0c\u8fd1\u51e0\u5e74\u6765\u5907\u53d7\u5173\u6ce8\uff0c\u4f46\u662f\uff0c\u5173\u4e8e\u667a\u6167\u6c34\u5382\uff0c\u76ee\u524d\u8fd8\u6ca1\u6709\u4e00\u4e2a\u6bd4\u8f83\u6b63\u5f0f\u3001\u63cf\u8ff0\u6bd4\u8f83\u51c6\u786e\u7684\u5b9a\u4e49\u3002 &nbsp; \u667a\u6167\u6c34\u5382\u662f\u4ee5\u4f20\u7edf\u7684\u81ea\u52a8\u5316\u5236\u6c34\u6280\u672f\u4e3a\u57fa\u7840\uff0c\u901a\u8fc7\u8fdb\u4e00\u6b65\u589e\u201c\u667a\u201d\uff0c\u5728\u5b9e\u73b0\u6c34\u5382\u5168\u81ea\u52a8\u5316\u8fd0\u884c\u7684\u57fa\u7840\u4e0a\uff0c\u901a\u8fc7\u4fe1\u606f\u901a\u4fe1\u6280\u672f\uff08ict\uff09\u3001\u5efa\u6a21\u4e0e\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u7684\u96c6\u6210\u5e94\u7528\uff0c\u5b9e\u73b0\u6c34\u5382\u7684\u667a\u6167\u5316\u8fd0\u8425\u3002\u5728\u7f8e\u56fd\uff0c\u667a\u6167\u6c34\u5382\u66f4\u4fa7\u91cd\u4e8e\u201c\u81ea\u52a8\u5316\u201d\u3001\u201c\u667a\u80fd\u5316\u201d\u548c\u201c\u4ea4\u4e92\u6027\u201d\u3002 &nbsp; \u667a\u6167\u6c34\u5382\u53d1\u5c55\u73b0\u72b6\u53ca\u5b58\u5728\u95ee\u9898 &nbsp; \u53d1\u5c55\u73b0\u72b6 &nbsp; \u7ecf\u8fc7\u51e0\u5e74\u7684\u53d1\u5c55\uff0c\u4e1a\u754c\u57fa\u672c\u4e0a\u5f62\u6210\u4e86\u4e00\u4e2a\u5171\u8bc6\uff0c\u667a\u6167\u6c34\u5382\u2260\u5168\u81ea\u52a8\u6c34\u5382\/\u65e0\u4eba\u6c34\u5382\u3002\u4f46\u4e0d\u53ef\u5426\u8ba4\uff0c\u5168\u81ea\u52a8\u6c34\u5382\/\u65e0\u4eba\u6c34\u5382\u662f\u667a\u6167\u6c34\u5382\u7684\u57fa\u7840\u3002 &nbsp; 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&nbsp; \u667a\u6167\u6c34\u5382\u5efa\u8bbe\u5b58\u5728\u7684\u95ee\u9898 &nbsp; \u4e0e\u7535\u529b\u9886\u57df\u76f8\u6bd4\uff0c\u6c34\u52a1\u9886\u57df\u7684\u4fe1\u606f\u5316\u3001\u667a\u6167\u5316\u5efa\u8bbe\u4e00\u76f4\u6bd4\u8f83\u843d\u540e\uff0c\u667a\u6167\u6c34\u52a1\u662f\u8fd1\u5341\u5e74\u624d\u9010\u6e10\u53d7\u5230\u653f\u5e9c\u3001\u4f01\u4e1a\u7684\u91cd\u89c6\u3002 &nbsp; 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\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\uff1a\u57fa\u4e8espark\u673a\u5668\u5b66\u4e60\u5e93\u548ctensorflow\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u5efa\u7acb\u9ad8\u7ea7\u667a\u80fd\u7b97\u6cd5\uff0c\u642d\u5efa\u6c34\u5382\u7684\u77e5\u8bc6\u56fe\u8c31\u548c\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\uff0c\u8ba9\u673a\u5668\u6709\u80fd\u529b\u201c\u601d\u8003\u201d\uff0c\u5f62\u6210\u5177\u6709\u667a\u6167\u51b3\u7b56\u80fd\u529b\u7684\u4eba\u5de5\u667a\u80fd\u5927\u8111\u3002 &nbsp; \u7b2c\u4e09\u5c42\uff1a\u667a\u6167\u5e94\u7528 &nbsp; \u667a\u6167\u5b89\u9632\uff1a\u901a\u8fc7\u4eba\u8138\u8bc6\u522b\u3001\u8f66\u8f86\u8bc6\u522b\u7ba1\u7406\u3001\u975e\u6cd5\u4fb5\u5165\u4f4d\u8ffd\u8e2a\u3001\u65e0\u4eba\u673a\u5de1\u68c0\u3001ar\u773c\u955c\u76d1\u6d4b\u3001\u8fdc\u7a0b\u5728\u7ebf\u8bbe\u5907\u6545\u969c\u8bca\u65ad\u5904\u7f6e\u3001\u91cd\u70b9\u533a\u57df\u95ef\u5165\u9884\u8b66\u6784\u5efa\u6c34\u5382\u5168\u9762\u3001\u7acb\u4f53\u7684\u5b89\u4fdd\u7cfb\u7edf\uff0c\u901a\u8fc7\u4e91\u8ba1\u7b97\u3001\u65e0\u7ebf\u8986\u76d6\u3001\u79fb\u52a8\u7ec8\u7aef\u3001\u4eba\u5458\u8bc6\u522b\u3001\u4eba\u5458\u5b9a\u4f4d\u7b49\u6280\u672f\u624b\u6bb5\uff0c\u901a\u8fc7\u4e8b\u5148\u786e\u5b9a\u7684\u8def\u7ebf\u548c\u6d3b\u52a8\u8303\u56f4\uff0c\u89c4\u8303\u4eba\u5458\u7684\u6d3b\u52a8\uff0c\u5e76\u63d0\u4f9b\u7167\u660e\u3001\u901a\u98ce\u7a7a\u8c03\u4ee5\u53ca\u8bf4\u660e\u3001\u8bb2\u89e3\u3001\u5e94\u6025\u8054\u7edc\u7b49\u670d\u52a1\uff0c\u4fdd\u8bc1\u751f\u4ea7\u5b89\u5168\u3001\u4eba\u5458\u5b89\u5168\u3002 &nbsp; \u667a\u6167\u751f\u4ea7\uff1a\u901a\u8fc7\u5bf9\u6c34\u5382\u751f\u4ea7\u8fc7\u7a0b\u7684\u6570\u636e\u91c7\u96c6\u3001\u6e05\u6d17\u3001\u5b58\u50a8\u3001\u5206\u6790\u548c\u8f93\u51fa\u5c55\u73b0\uff0c\u5b9e\u73b0\u5bf9\u6c34\u5382\u6570\u636e\u8fdb\u884c\u8fdc\u7a0b\u96c6\u4e2d\u5316\u7684\u6c34\u5382\u8fd0\u884c\u7efc\u5408\u7ba1\u7406\uff0c\u8ba9\u5404\u7ea7\u7ba1\u7406\u4eba\u5458\u5e94\u80fd\u901a\u8fc7\u7cfb\u7edf\u80fd\u591f\u53ca\u65f6\u3001\u51c6\u786e\u3001\u5168\u9762\u3001\u76f4\u89c2\u7684\u4e86\u89e3\u548c\u638c\u63e1\u751f\u4ea7\u72b6\u51b5\u3002 &nbsp; \u667a\u6167\u8fd0\u8425\uff1a\u901a\u8fc7\u5efa\u7acb\u6c34\u5382\u8fd0\u884c\u5173\u952e\u7ee9\u6548\u6307\u6807\u8bc4\u4f30\u673a\u5236\uff0c\u4ece\u7ba1\u7406\u8d28\u91cf\u3001\u80fd\u8017\u5206\u6790\u3001\u836f\u8017\u5206\u6790\u3001\u8bbe\u5907\u8fd0\u884c\u6548\u7387\u3001\u73af\u5883\u6548\u76ca\u3001\u8fd0\u884c\u5de5\u827a\u53c2\u6570\u3001\u7ee9\u6548\u8003\u6838\u7b49\u591a\u4e2a\u65b9\u9762\u5b9a\u671f\u5bf9\u81ea\u6765\u6c34\u5382\u7684\u8fd0\u884c\u7ba1\u7406\u72b6\u51b5\u8fdb\u884c\u7efc\u5408\u8bc4\u5b9a\u3002 &nbsp; \u667a\u80fd\u8fd0\u7ef4\uff1a\u57fa\u4e8e\u6c34\u5382\u7684\u4ea7\u751f\u8fd0\u7ef4\u9700\u6c42\uff0c\u5b9a\u5236\u4e2a\u6027\u5316\u5de1\u68c0\u8def\u5f84\uff0c\u7ed3\u5408\u5de1\u68c0\u70b9\u3001\u8bbe\u5907\u548c\u4f20\u611f\u5668\u5b9e\u65f6\u6570\u636e\u3001\u89c6\u9891\u76d1\u63a7\u3001\u673a\u5668\u4eba\u3001ar\uff0c\u5b9e\u73b0\u9ad8\u6548\u8fd0\u7ef4\u5de1\u68c0\u3002 &nbsp; \u8bbe\u5907\u8d44\u4ea7\u7ba1\u7406\uff1a\u57fa\u4e8e\u5148\u8fdb\u7684\u8d44\u4ea7\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u7406\u8bba\uff0c\u901a\u8fc7\u6838\u5fc3\u53f0\u8d26\u5bf9\u4f01\u4e1a\u4e2d\u5404\u7c7b\u8bbe\u5907\u53ca\u8d44\u4ea7\u7684\u751f\u547d\u5468\u671f\u8fdb\u884c\u4e00\u5143\u5316\u7ba1\u7406\uff0c\u5e76\u6709\u673a\u7ed3\u5408\u5386\u53f2\u7ba1\u7406\u3001\u5e93\u5b58\u7ba1\u7406\u3001\u9884\u7b97\u7ba1\u7406\u3001\u7edf\u8ba1\u5206\u6790\u3001\u5de5\u4f5c\u6d41\u7b49\u529f\u80fd\uff0c\u63d0\u4f9b\u5b8c\u6574\u7684\u65e5\u5e38\u6027\u8bbe\u5907\/\u8d44\u4ea7\u7ba1\u7406\u5e73\u53f0\uff0c\u540c\u65f6\u4e0eiot\u53ca\u5927\u6570\u636e\u5206\u6790\u7b49\u5e94\u7528\u6280\u672f\u8fdb\u884c\u878d\u5408\u5bf9\u63a5\uff0c\u5b9e\u73b0\u8bbe\u5907\u5b9e\u65f6\u72b6\u6001\u76d1\u63a7\uff0c\u6309\u9700\u7ef4\u4fdd\uff0c\u9884\u9632\u6027\u7ef4\u4fdd\u7b49\u9ad8\u7ea7\u522b\u5e94\u7528\u3002 &nbsp; \u667a\u80fd\u76d1\u76d8\uff1a\u57fa\u4e8e\u6c34\u5382\u667a\u80fd\u5316\u5efa\u6a21\u624b\u6bb5\uff0c\u5c06\u8fd0\u884c\u89c4\u7a0b\u548c\u5b89\u5168\u89c4\u7a0b\u77e5\u8bc6\u5316\uff0c\u5229\u7528\u667a\u80fd\u77e5\u8bc6\u5e93\u534f\u52a9\u76d1\u76d8\u4eba\u5458\u5bf9\u8fd0\u884c\u4e2d\u7684\u5404\u7c7b\u53c2\u6570\u548c\u8bbe\u5907\u72b6\u6001\u8fdb\u884c\u76d1\u6d4b\uff0c\u5e76\u6839\u636e\u91cd\u8981\u7a0b\u5ea6\u4f9d\u6b21\u5c06\u5f02\u5e38\u9884\u8b66\u4fe1\u53f7\u5448\u73b0\u7ed9\u76d1\u76d8\u4eba\u5458\u3002\u76d1\u76d8\u4eba\u5458\u53ef\u4ee5\u5b9e\u65f6\u76d1\u89c6\u6c34\u5382\u5404\u5de5\u827a\u6d41\u7a0b\u3001\u7cfb\u7edf\u3001\u8bbe\u5907\u7684\u5065\u5eb7\u72b6\u6001\uff0c\u67e5\u770b\u6545\u969c\u9884\u8b66\u3001\u8bbe\u5907\u5065\u5eb7\u72b6\u6001\u548c\u6545\u969c\u62a5\u8b66\u4fe1\u606f\u3002 &nbsp; \u667a\u6167\u529e\u516c\uff1a\u5229\u7528\u4e91\u8ba1\u7b97\u6280\u672f\u5bf9\u529e\u516c\u4e1a\u52a1\u6240\u9700\u7684\u8f6f\u786c\u4ef6\u8bbe\u5907\u8fdb\u884c\u667a\u80fd\u5316\u7ba1\u7406\uff0c\u901a\u8fc7\u5efa\u7acb\u4e2a\u4eba\u529e\u516c\u3001\u516c\u5171\u4fe1\u606f\u3001\u884c\u653f\u4e8b\u52a1\u3001\u516c\u6587\u6d41\u8f6c\u3001\u77e5\u8bc6\u7ba1\u7406\u3001\u5e2e\u52a9\u3001\u7cfb\u7edf\u7ba1\u7406\u7b49\u6a21\u5757\uff0c\u5b9e\u73b0\u6c34\u5382\u4eba\u4e8b\u7ba1\u7406\u3001\u8d22\u52a1\u7ba1\u7406\u3001\u8d44\u4ea7\u7ba1\u7406\u3001\u79d1\u7814\u7ba1\u7406\u7b49\u4fe1\u606f\u5316\u548c\u81ea\u52a8\u5316\u3002 &nbsp; \u667a\u6167\u73af\u5883\u63a7\u5236\uff1a\u6839\u636e\u4e0d\u540c\u8bbe\u5907\u3001\u4e0d\u540c\u4eba\u5458\u7684\u4e0d\u540c\u9700\u6c42\uff0c\u901a\u8fc7\u5bf9\u6c34\u5382\u7167\u660e\u3001\u901a\u98ce\u3001\u7a7a\u8c03\u7b49\u7b49\u5236\u5b9a\u7cbe\u51c6\u7684\u63a7\u5236\u7b56\u7565\uff0c\u5e76\u4e0e\u5176\u4ed6\u7cfb\u7edf\u7684\u914d\u5408\uff0c\u5728\u6ee1\u8db3\u4eba\u5458\u7684\u8212\u9002\u6027\u3001\u8bbe\u5907\u7684\u5b89\u5168\u6027\u7b49\u524d\u63d0\u4e0b\uff0c\u8fbe\u5230\u8282\u80fd\u3001\u51cf\u6392\u3001\u51cf\u5c11\u6c61\u67d3\u7684\u76ee\u7684\u3002 &nbsp; \u667a\u6167\u517b\u62a4\uff1a\u6839\u636e\u6c14\u8c61\u4fe1\u606f\u3001\u690d\u7269\u6863\u6848\u4fe1\u606f\uff0c\u901a\u8fc7\u81ea\u52a8\u6d47\u704c\u7cfb\u7edf\u3001\u690d\u7269\u7ba1\u7406\u7cfb\u7edf\u5bf9\u6c34\u5382\u7eff\u690d\u5b9e\u73b0\u81ea\u52a8\u6d47\u704c\uff0c\u5e76\u63d0\u4f9b\u517b\u62a4\u8ba1\u5212\uff0c\u9002\u65f6\u5b89\u6392\u65bd\u80a5\u3001\u4fee\u526a\u7b49\u517b\u62a4\u5de5\u4f5c\u3002 &nbsp; \u667a\u6167\u6784\u7b51\u7269\u76d1\u6d4b\uff1a\u9488\u5bf9\u91cd\u8981\u6784\u7b51\u7269\uff0c\u5efa\u7acb\u6784\u7b51\u7269\u5065\u5eb7\u76d1\u6d4b\u7cfb\u7edf\uff0c\u76d1\u6d4b\u6784\u7b51\u7269\u5e94\u529b\u3001\u53d8\u5f62\u3001\u6c89\u964d\u7b49\u654f\u611f\u53c2\u6570\uff0c\u4e0e\u8bbe\u8ba1\u53c2\u6570\u8fdb\u884c\u6bd4\u8f83\uff0c\u5b9e\u65f6\u8bc4\u4f30\u6784\u7b51\u7269\u5b89\u5168\u72b6\u51b5\u3002 &nbsp; \u6570\u5b57\u5b6a\u751f\uff1a\u901a\u8fc7bim\u3001\u4f20\u611f\u5668\u7b49\u6280\u672f\uff0c\u642d\u5efa\u4e00\u4e2a\u9ad8\u5ea6\u955c\u50cf\u5316\u7684\u6570\u5b57\u6c34\u5382\uff0c\u901a\u8fc7\u7269\u7406\u4fe1\u606f\u7cfb\u7edf(cyber-phyical system,cps)\uff0c\u5b9e\u73b0\u7269\u7406\u6c34\u5382\u4e0e\u6570\u5b57\u6c34\u5382\u7684\u4ea4\u4e92\u4e0e\u878d\u5408\uff0c\u4ece\u800c\u5b9e\u73b0\u6c34\u5382\u7684\u900f\u660e\u5316\u7ba1\u7406\uff0c\u5168\u9762\u63d0\u5347\u7ba1\u7406\u6548\u7387\u3002 &nbsp; \u603b\u7ed3 &nbsp; 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