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\n\u4e00\u3001[\u667a\u6167\u517b\u8001\u9662\u6c90\u6d74\u6c34\u6e29\u5b89\u5168\u9700\u6c42\u4e0e\u884c\u4e1a\u75db\u70b9](#section1)
\n\u4e8c\u3001[\u667a\u80fd\u5316\u6c34\u6e29\u63a7\u5236\u7cfb\u7edf\u7684\u6280\u672f\u67b6\u6784\u4e0e\u5b9e\u73b0\u8def\u5f84](#section2)
\n\u4e09\u3001[\u591a\u6a21\u6001\u4f20\u611f\u5668\u7f51\u7edc\u4e0e\u5b9e\u65f6\u6570\u636e\u878d\u5408\u5206\u6790](#section3)
\n\u56db\u3001[\u4e2a\u6027\u5316\u5065\u5eb7\u9002\u914d\u4e0e\u98ce\u9669\u9884\u8b66\u673a\u5236\u8bbe\u8ba1](#section4)
\n\u4e94\u3001[\u7cfb\u7edf\u843d\u5730\u6848\u4f8b\u4e0e\u7efc\u5408\u6548\u76ca\u91cf\u5316\u8bc4\u4f30](#section5) <\/p>\n
\n\u968f\u7740\u5168\u7403\u8001\u9f84\u5316\u52a0\u901f\uff0c65\u5c81\u4ee5\u4e0a\u4eba\u53e3\u5360\u6bd4\u4ece2000\u5e74\u76846.9%\u5347\u81f32022\u5e74\u76849.8%\uff08\u8054\u5408\u56fd\u6570\u636e\uff09\uff0c\u517b\u8001\u673a\u6784\u6c90\u6d74\u5b89\u5168\u5df2\u6210\u4e3a\u521a\u6027\u9700\u6c42\u3002\u65e5\u672c\u539a\u751f\u52b3\u52a8\u77012021\u5e74\u62a5\u544a\u663e\u793a\uff0c\u8001\u5e74\u6c90\u6d74\u4e8b\u6545\u4e2d23.7%\u4e0e\u6c34\u6e29\u5931\u63a7\u76f4\u63a5\u76f8\u5173\uff0c\u5bfc\u81f4\u70eb\u4f24\u3001\u5fc3\u8840\u7ba1\u5e94\u6fc0\u7b49\u4e25\u91cd\u540e\u679c\u3002\u4f20\u7edf\u517b\u8001\u9662\u666e\u904d\u4f9d\u8d56\u4eba\u5de5\u8c03\u6e29\uff0c\u5b58\u5728\u4e09\u5927\u75db\u70b9\uff1a\u9996\u5148\uff0c\u62a4\u5de5\u7ecf\u9a8c\u5dee\u5f02\u5bfc\u81f4\u6c34\u6e29\u6ce2\u52a8\u5e45\u5ea6\u5e38\u8fbe\u00b15\u2103\uff0c\u8d85\u51fa\u8001\u5e74\u4eba\u76ae\u80a4\u8010\u53d7\u9608\u503c\uff08\u79d1\u5b66\u7814\u7a76\u8868\u660e\u8001\u5e74\u8868\u76ae\u70ed\u75db\u9608\u8f83\u9752\u5e74\u4f4e3-5\u2103\uff09\uff1b\u5176\u6b21\uff0c38-42\u2103\u7684\u7406\u60f3\u6c90\u6d74\u533a\u95f4\u96be\u4ee5\u7cbe\u51c6\u7ef4\u6301\uff0c\u7f8e\u56fdCDC\u6570\u636e\u663e\u793a\u6c34\u6e29\u8d85\u8fc749\u2103\u65f6\u8001\u5e74\u4eba\u4e09\u5ea6\u70eb\u4f24\u98ce\u9669\u6fc0\u589e15\u500d\uff1b\u6700\u540e\uff0c\u7a81\u53d1\u6c34\u6e29\u5f02\u5e38\u7f3a\u4e4f\u5373\u65f6\u5e72\u9884\u624b\u6bb5\uff0c\u5fb7\u56fd\u517b\u8001\u673a\u6784\u8c03\u7814\u53d1\u73b082%\u7684\u6c90\u6d74\u4e8b\u6545\u53d1\u751f\u5728\u6c34\u6e29\u7a81\u53d8\u540e\u768490\u79d2\u5185\u3002\u8fd9\u4e9b\u75db\u70b9\u547c\u5524\u667a\u80fd\u5316\u89e3\u51b3\u65b9\u6848\u91cd\u6784\u6c90\u6d74\u5b89\u5168\u5e95\u7ebf\u3002\n<\/p>\n
\n\u667a\u6167\u517b\u8001\u9662\u7684\u672c\u8d28\u662f\u4ee5IoT\u6280\u672f\u91cd\u6784\u670d\u52a1\u6d41\u7a0b\u3002\u5728\u6c90\u6d74\u573a\u666f\u4e2d\uff0c\u667a\u80fd\u5316\u6c34\u6e29\u7cfb\u7edf\u9700\u540c\u6b65\u6ee1\u8db3\u4e09\u91cd\u9700\u6c42\uff1a\u751f\u7406\u5c42\u9762\u9002\u5e94\u8001\u5e74\u4eba\u9000\u5316\u7684\u6e29\u5ea6\u611f\u77e5\u80fd\u529b\uff0c\u65e5\u672c\u8001\u5e74\u533b\u5b66\u4f1a\u5efa\u8bae\u6ce2\u52a8\u63a7\u5236\u5728\u00b10.5\u2103\u5185\uff1b\u62a4\u7406\u5c42\u9762\u9700\u89e3\u653e\u4eba\u529b\uff0c\u745e\u5178\u8bd5\u70b9\u663e\u793a\u81ea\u52a8\u5316\u7cfb\u7edf\u53ef\u51cf\u5c11\u62a4\u5de570%\u7684\u8c03\u6e29\u64cd\u4f5c\uff1b\u7ba1\u7406\u5c42\u9762\u8981\u6c42\u5168\u94fe\u8def\u53ef\u8ffd\u6eaf\uff0c\u6b27\u76dfGERON\u9879\u76ee\u8981\u6c42\u6c34\u6e29\u8bb0\u5f55\u9700\u4fdd\u5b58\u81f3\u5c116\u4e2a\u6708\u3002\u8fd9\u4e9b\u9700\u6c42\u50ac\u751f\u4e86\u5305\u542b\u672b\u7aef\u6267\u884c\u5668\u3001\u73af\u5883\u611f\u77e5\u5c42\u3001\u51b3\u7b56\u7b97\u6cd5\u5728\u5185\u7684\u7cfb\u7edf\u6027\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u975e\u7b80\u5355\u7684\u6052\u6e29\u9600\u6539\u9020\u3002\n<\/p>\n
\n\u5b8c\u6574\u7684\u667a\u80fd\u5316\u6c90\u6d74\u7cfb\u7edf\u5e94\u91c7\u7528”\u4e91-\u8fb9-\u7aef”\u4e09\u7ea7\u67b6\u6784\u3002\u7ec8\u7aef\u5c42\u7531\u9ad8\u7cbe\u5ea6\u6570\u5b57\u6e29\u5ea6\u4f20\u611f\u5668\uff08\u5982DS18B20\uff09\u3001\u9676\u74f7\u5feb\u5f00\u9600\uff08\u54cd\u5e94\u65f6\u95f4<0.3\u79d2\uff09\u53ca\u5197\u4f59\u5907\u7528\u52a0\u70ed\u6a21\u5757\u6784\u6210\uff0c\u97e9\u56fd\u4e09\u661f\u533b\u9662\u5b9e\u6d4b\u663e\u793a\u8be5\u7ec4\u5408\u53ef\u5c06\u8c03\u63a7\u5ef6\u8fdf\u538b\u7f29\u81f31.2\u79d2\u3002\u8fb9\u7f18\u8ba1\u7b97\u5c42\u90e8\u7f72PID\u6a21\u7cca\u63a7\u5236\u7b97\u6cd5\uff0c\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u8870\u8001\u5b9e\u9a8c\u5ba4\u9a8c\u8bc1\u8868\u660e\uff0c\u5176\u8d85\u8c03\u91cf\u6bd4\u4f20\u7edfPID\u964d\u4f4e62%\uff0c\u7279\u522b\u9002\u5e94\u70ed\u6c34\u7ba1\u9053\u538b\u529b\u6ce2\u52a8\u573a\u666f\u3002\u4e91\u7aef\u7ba1\u7406\u5e73\u53f0\u5219\u96c6\u6210\u5b66\u4e60\u578b\u7b97\u6cd5\uff0c\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6570\u636e\u9884\u6d4b\u7528\u6c34\u9ad8\u5cf0\uff0c\u8377\u5170\u67d0\u517b\u8001\u793e\u533a\u5e94\u7528\u540e\u9519\u5cf0\u52a0\u70ed\u8282\u80fd31%\u3002 \n<\/p>\n
\n\u5173\u952e\u6280\u672f\u7a81\u7834\u70b9\u5728\u4e8e\u591a\u6e90\u4fe1\u606f\u878d\u5408\u3002\u65e5\u672c\u682a\u5f0f\u4f1a\u793e\u5f00\u53d1\u7684HydroMind\u7cfb\u7edf\uff0c\u901a\u8fc7\u5c06\u6c34\u6d41\u901f\u7387\u3001\u521d\u59cb\u6e29\u5ea6\u3001\u6df7\u6c34\u9600\u5f00\u5ea6\u7b4912\u7ef4\u53c2\u6570\u8f93\u5165LSTM\u795e\u7ecf\u7f51\u7edc\uff0c\u5b9e\u73b0\u63d0\u524d15\u79d2\u9884\u6d4b\u6700\u7ec8\u6c34\u6e29\uff0c\u51c6\u786e\u7387\u8fbe94.7%\u3002\u786c\u4ef6\u5c42\u9762\u9700\u7a81\u7834\u4e09\u5927\u74f6\u9888\uff1a\u9996\u5148\u662f\u4f20\u611f\u5668\u6297\u7ed3\u57a2\u8bbe\u8ba1\uff0c\u91c7\u7528\u949b\u5408\u91d1\u9540\u5c42\u53ef\u4f7f\u63a2\u5934\u5728\u786c\u6c34\u73af\u5883\u5bff\u547d\u5ef6\u957f\u81f35\u5e74\uff08\u67cf\u6797\u5de5\u4e1a\u5927\u5b66\u6d4b\u8bd5\u6570\u636e\uff09\uff1b\u5176\u6b21\u8981\u6c42\u6267\u884c\u673a\u6784\u5177\u5907\u6545\u969c\u81ea\u68c0\u529f\u80fd\uff0c\u610f\u5927\u5229\u6cd5\u89c4\u5f3a\u5236\u8981\u6c42\u7535\u78c1\u9600\u5fc5\u987b\u6bcf24\u5c0f\u65f6\u81ea\u52a8\u6821\u9a8c\u884c\u7a0b\uff1b\u6700\u540e\u662f\u80fd\u6e90\u5197\u4f59\u8bbe\u8ba1\uff0c\u4e39\u9ea6Novalice\u65b9\u6848\u901a\u8fc7\u8d85\u7ea7\u7535\u5bb9\u50a8\u590730\u79d2\u5e94\u6025\u7535\u529b\uff0c\u786e\u4fdd\u4e3b\u7535\u6e90\u4e2d\u65ad\u65f6\u5b8c\u6210\u5b89\u5168\u5173\u65ad\u3002\n<\/p>\n
\n\u5355\u4e00\u6e29\u5ea6\u63a2\u5934\u5df2\u65e0\u6cd5\u6ee1\u8db3\u7cbe\u51c6\u8c03\u63a7\u9700\u6c42\u3002\u524d\u6cbf\u65b9\u6848\u91c7\u7528\u56db\u5c42\u4f20\u611f\u7f51\u7edc\uff1a\u7ba1\u9053\u5185\u7f6ePT100\u94c2\u7535\u963b\uff08\u7cbe\u5ea6\u00b10.1\u2103\uff09\u3001\u82b1\u6d12\u5904\u7ea2\u5916\u975e\u63a5\u89e6\u6d4b\u6e29\uff08\u91c7\u6837\u738710Hz\uff09\u3001\u6d74\u5ba4\u73af\u5883\u6e29\u6e7f\u5ea6\u76d1\u6d4b\uff08\u8bef\u5dee<2%RH\uff09\u3001\u4ee5\u53ca\u53ef\u7a7f\u6234\u8bbe\u5907\u83b7\u53d6\u7528\u6237\u4f53\u8868\u6e29\u5ea6\u3002\u52a0\u62ff\u5927\u6e29\u54e5\u534e\u517b\u8001\u9662\u90e8\u7f72\u540e\uff0c\u7cfb\u7edf\u8bc6\u522b\u51fa87%\u7684\u8001\u5e74\u4eba\u6c90\u6d74\u521d\u671f\u5b58\u5728\u5916\u5468\u8840\u7ba1\u6536\u7f29\u73b0\u8c61\uff0c\u4ece\u800c\u52a8\u6001\u63d0\u5347\u521d\u59cb\u6c34\u6e291.5-2\u2103\u3002\u6570\u636e\u878d\u5408\u7b97\u6cd5\u5c24\u4e3a\u5173\u952e\uff0c\u745e\u58ebETH Zurich\u5f00\u53d1\u7684TempFusion\u6846\u67b6\uff0c\u901a\u8fc7\u5361\u5c14\u66fc\u6ee4\u6ce2\u6d88\u9664\u5355\u4e00\u4f20\u611f\u5668\u6f02\u79fb\u8bef\u5dee\uff0c\u4f7f\u6574\u4f53\u6d4b\u91cf\u4e0d\u786e\u5b9a\u5ea6\u964d\u81f30.3\u2103\u4ee5\u4e0b\u3002 \n<\/p>\n
\n\u5b9e\u65f6\u5206\u6790\u9700\u8981\u4e13\u7528\u8fb9\u7f18\u8ba1\u7b97\u8bbe\u5907\u3002\u82f1\u56fd\u5251\u6865\u8001\u9f84\u7814\u7a76\u4e2d\u5fc3\u91c7\u7528\u7684NVIDIA Jetson\u65b9\u6848\uff0c\u53ef\u5728200ms\u5185\u5b8c\u6210\u4ee5\u4e0b\u8ba1\u7b97\u94fe\uff1a\u5148\u662f\u57fa\u4e8e\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u68c0\u6d4b\u7ba1\u9053\u6ede\u6d41\u5bfc\u81f4\u7684\u9996\u6bb5\u51b7\u6c34\uff0c\u7ee7\u800c\u901a\u8fc7\u6d41\u4f53\u529b\u5b66\u6a21\u578b\u9884\u6d4b\u6df7\u6c34\u5747\u5300\u5ea6\uff0c\u6700\u540e\u7ed3\u5408\u7528\u6237\u5065\u5eb7\u6863\u6848\u8c03\u6574\u8f93\u51fa\u3002\u8be5\u7cfb\u7edf\u6210\u529f\u5c06\u6c90\u6d74\u524d\u671f\u7684\u65e0\u6548\u653e\u6c34\u51cf\u5c1183%\uff0c\u6bcf\u5e74\u5355\u95f4\u8282\u6c34\u8fbe12\u5428\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4f20\u611f\u5668\u5e03\u5c40\u9700\u7b26\u5408\u4eba\u56e0\u5de5\u7a0b\uff0c\u6fb3\u5927\u5229\u4e9a\u6807\u51c6AS4032-2018\u660e\u786e\u89c4\u5b9a\u63a2\u5934\u8ddd\u51fa\u6c34\u53e3\u8ddd\u79bb\u5e94\u4e3a15\u00b13cm\uff0c\u4ee5\u907f\u514d\u6e4d\u6d41\u5e72\u6270\u3002\n<\/p>\n
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