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\n

\u4e8c\u3001\u667a\u80fd\u6cb9\u7530\u6ee4\u82af\u7684\u6280\u672f\u539f\u7406<\/h4>\n
\u667a\u80fd\u6cb9\u7530\u6ee4\u82af\u7684\u6838\u5fc3\u6280\u672f\u5728\u4e8e\u5176\u5b9e\u65f6\u76d1\u6d4b\u4e0e\u9884\u6d4b\u6027\u7ef4\u62a4\u529f\u80fd\uff0c\u8fd9\u4e3b\u8981\u4f9d\u8d56\u4e8e\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u6280\u672f\u6a21\u5757\uff1a<\/p>\n
\n
\n
\u4f20\u611f\u5668\u6280\u672f<\/strong>
\n\u667a\u80fd\u6ee4\u82af\u5185\u7f6e\u591a\u79cd\u4f20\u611f\u5668\uff0c\u5305\u62ec\u538b\u529b\u4f20\u611f\u5668\u3001\u6e29\u5ea6\u4f20\u611f\u5668\u3001\u6d41\u91cf\u4f20\u611f\u5668\u4ee5\u53ca\u9897\u7c92\u8ba1\u6570\u5668\u7b49\u3002\u8fd9\u4e9b\u4f20\u611f\u5668\u80fd\u591f\u5b9e\u65f6\u91c7\u96c6\u6ee4\u82af\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u7684\u5173\u952e\u53c2\u6570\uff0c\u4f8b\u5982\u538b\u5dee\u53d8\u5316\u3001\u6e29\u5ea6\u6ce2\u52a8\u3001\u6d41\u4f53\u6d41\u91cf\u4ee5\u53ca\u9897\u7c92\u6d53\u5ea6\u7b49\u3002\u901a\u8fc7\u8fd9\u4e9b\u6570\u636e\uff0c\u53ef\u4ee5\u5224\u65ad\u6ee4\u82af\u7684\u5835\u585e\u7a0b\u5ea6\u3001\u6c61\u67d3\u60c5\u51b5\u4ee5\u53ca\u53ef\u80fd\u5b58\u5728\u7684\u673a\u68b0\u635f\u4f24\u3002<\/p>\n<\/li>\n
\n
\u6570\u636e\u91c7\u96c6\u4e0e\u4f20\u8f93<\/strong>
\n\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\u8d1f\u8d23\u5c06\u4f20\u611f\u5668\u83b7\u53d6\u7684\u6570\u636e\u8fdb\u884c\u6574\u5408\u548c\u5b58\u50a8\uff0c\u5e76\u901a\u8fc7\u6709\u7ebf\u6216\u65e0\u7ebf\u901a\u4fe1\u65b9\u5f0f\uff08\u5982LoRa\u3001NB-IoT\u62165G\uff09\u4e0a\u4f20\u81f3\u4e91\u7aef\u670d\u52a1\u5668\u3002\u8fd9\u4e00\u73af\u8282\u786e\u4fdd\u4e86\u73b0\u573a\u6570\u636e\u7684\u5b9e\u65f6\u6027\u548c\u53ef\u8bbf\u95ee\u6027\uff0c\u4e3a\u540e\u7eed\u7684\u5206\u6790\u548c\u51b3\u7b56\u63d0\u4f9b\u652f\u6301\u3002<\/p>\n<\/li>\n
\n
\u6570\u636e\u5206\u6790\u4e0e\u5efa\u6a21<\/strong>
\n\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u548c\u5927\u6570\u636e\u5206\u6790\u6280\u672f\uff0c\u667a\u80fd\u6ee4\u82af\u80fd\u591f\u5bf9\u91c7\u96c6\u5230\u7684\u6570\u636e\u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\u548c\u6a21\u5f0f\u8bc6\u522b\u3002\u901a\u8fc7\u5efa\u7acb\u6ee4\u82af\u6027\u80fd\u8870\u9000\u6a21\u578b\uff0c\u7cfb\u7edf\u53ef\u4ee5\u9884\u6d4b\u6ee4\u82af\u7684\u5269\u4f59\u4f7f\u7528\u5bff\u547d\uff08RUL, Remaining Useful Life\uff09\uff0c\u5e76\u63d0\u524d\u9884\u8b66\u6f5c\u5728\u6545\u969c\u3002<\/p>\n<\/li>\n
\n
\u8fdc\u7a0b\u63a7\u5236\u4e0e\u7ef4\u62a4<\/strong>
\n\u667a\u80fd\u6ee4\u82af\u8fd8\u914d\u5907\u4e86\u8fdc\u7a0b\u63a7\u5236\u7cfb\u7edf\uff0c\u5141\u8bb8\u64cd\u4f5c\u4eba\u5458\u901a\u8fc7\u79fb\u52a8\u7ec8\u7aef\u6216\u7535\u8111\u754c\u9762\u5b9e\u65f6\u67e5\u770b\u6ee4\u82af\u72b6\u6001\uff0c\u5e76\u6839\u636e\u9700\u8981\u8c03\u6574\u8fd0\u884c\u53c2\u6570\u6216\u5b89\u6392\u7ef4\u62a4\u8ba1\u5212\u3002\u8fd9\u79cd\u667a\u80fd\u5316\u7ba1\u7406\u65b9\u5f0f\u6781\u5927\u5730\u63d0\u5347\u4e86\u8bbe\u5907\u7684\u53ef\u9760\u6027\u548c\u8fd0\u884c\u6548\u7387\u3002<\/p>\n<\/li>\n<\/ol>\n
\n
\u4e09\u3001\u667a\u80fd\u6cb9\u7530\u6ee4\u82af\u7684\u4ea7\u54c1\u53c2\u6570<\/h4>\n
\u4e3a\u4e86\u66f4\u76f4\u89c2\u5730\u4e86\u89e3\u667a\u80fd\u6cb9\u7530\u6ee4\u82af\u7684\u6280\u672f\u7279\u70b9\uff0c\u4ee5\u4e0b\u5217\u51fa\u4e86\u5176\u4e3b\u8981\u53c2\u6570\u53ca\u5176\u5bf9\u5e94\u7684\u529f\u80fd\u63cf\u8ff0\uff1a<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n
\u53c2\u6570\u540d\u79f0<\/th>\n \u5355\u4f4d<\/th>\n \u5178\u578b\u503c\u8303\u56f4<\/th>\n \u529f\u80fd\u63cf\u8ff0<\/th>\n<\/tr>\n<\/thead>\n
\u8fc7\u6ee4\u7cbe\u5ea6<\/td>\n \u03bcm<\/td>\n 1~100<\/td>\n \u786e\u5b9a\u6ee4\u82af\u80fd\u591f\u6709\u6548\u53bb\u9664\u7684\u9897\u7c92\u5c3a\u5bf8\u8303\u56f4<\/td>\n<\/tr>\n
\u5927\u5de5\u4f5c\u538b\u529b<\/td>\n MPa<\/td>\n 0.6~40<\/td>\n \u8868\u793a\u6ee4\u82af\u5728\u6b63\u5e38\u8fd0\u884c\u6761\u4ef6\u4e0b\u53ef\u627f\u53d7\u7684\u5927\u538b\u529b<\/td>\n<\/tr>\n
\u5de5\u4f5c\u6e29\u5ea6\u8303\u56f4<\/td>\n \u2103<\/td>\n -20~150<\/td>\n \u5b9a\u4e49\u6ee4\u82af\u9002\u7528\u7684\u73af\u5883\u6e29\u5ea6\u533a\u95f4<\/td>\n<\/tr>\n
\u6d41\u91cf\u8303\u56f4<\/td>\n m\u00b3\/h<\/td>\n 1~500<\/td>\n \u6807\u8bc6\u6ee4\u82af\u5728\u5355\u4f4d\u65f6\u95f4\u5185\u80fd\u591f\u5904\u7406\u7684\u5927\u6db2\u4f53\u6d41\u91cf<\/td>\n<\/tr>\n
\u538b\u5dee\u62a5\u8b66\u9608\u503c<\/td>\n MPa<\/td>\n 0.1~0.5<\/td>\n \u5f53\u6ee4\u82af\u4e24\u7aef\u538b\u5dee\u8d85\u8fc7\u8bbe\u5b9a\u503c\u65f6\u89e6\u53d1\u8b66\u62a5\uff0c\u63d0\u793a\u7528\u6237\u8fdb\u884c\u6e05\u6d17\u6216\u66f4\u6362<\/td>\n<\/tr>\n
\u6570\u636e\u91c7\u6837\u9891\u7387<\/td>\n Hz<\/td>\n 1~10<\/td>\n \u6307\u5b9a\u4f20\u611f\u5668\u6bcf\u79d2\u91c7\u96c6\u6570\u636e\u7684\u6b21\u6570<\/td>\n<\/tr>\n
\u9884\u6d4b\u5bff\u547d<\/td>\n \u5c0f\u65f6<\/td>\n 1000~10000<\/td>\n \u57fa\u4e8e\u5386\u53f2\u6570\u636e\u548c\u5f53\u524d\u5de5\u51b5\u4f30\u7b97\u6ee4\u82af\u7684\u5269\u4f59\u4f7f\u7528\u5bff\u547d<\/td>\n<\/tr>\n
\u901a\u4fe1\u65b9\u5f0f<\/td>\n –<\/td>\n LoRa\/NB-IoT\/5G<\/td>\n \u652f\u6301\u591a\u79cd\u901a\u4fe1\u534f\u8bae\u4ee5\u9002\u5e94\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\u6b64\u5916\uff0c\u4e0d\u540c\u578b\u53f7\u7684\u667a\u80fd\u6ee4\u82af\u8fd8\u53ef\u80fd\u914d\u5907\u7279\u5b9a\u529f\u80fd\u6a21\u5757\uff0c\u4f8b\u5982\u81ea\u6e05\u6d01\u88c5\u7f6e\u3001\u9632\u7206\u8bbe\u8ba1\u6216\u8010\u8150\u8680\u6d82\u5c42\u7b49\uff0c\u4ee5\u6ee1\u8db3\u7279\u6b8a\u5de5\u51b5\u4e0b\u7684\u4f7f\u7528\u9700\u6c42\u3002<\/p>\n
\n
\u56db\u3001\u56fd\u5185\u5916\u7814\u7a76\u73b0\u72b6<\/h4>\n
\u667a\u80fd\u6cb9\u7530\u6ee4\u82af\u7684\u7814\u53d1\u548c\u5e94\u7528\u662f\u8fd1\u5e74\u6765\u56fd\u5185\u5916\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u7684\u70ed\u70b9\u9886\u57df\u3002\u4ee5\u4e0b\u4ece\u56fd\u5185\u5916\u7814\u7a76\u8fdb\u5c55\u4e24\u4e2a\u65b9\u9762\u8fdb\u884c\u5206\u6790\uff1a<\/p>\n
\uff08\u4e00\uff09\u56fd\u5916\u7814\u7a76\u73b0\u72b6<\/h5>\n
\n
\n
\u7f8e\u56fd\u7684\u7814\u7a76\u8fdb\u5c55<\/strong>
\n\u7f8e\u56fd\u4f5c\u4e3a\u5168\u7403\u9886\u5148\u7684\u77f3\u6cb9\u6280\u672f\u5927\u56fd\uff0c\u5728\u667a\u80fd\u6ee4\u82af\u9886\u57df\u53d6\u5f97\u4e86\u663e\u8457\u6210\u679c\u3002\u4f8b\u5982\uff0c\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u6ee4\u82af\u72b6\u6001\u9884\u6d4b\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u5229\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u5bf9\u4f20\u611f\u5668\u6570\u636e\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\uff0c\u5e76\u5b9e\u73b0\u4e86\u9ad8\u8fbe95%\u7684\u9884\u6d4b\u51c6\u786e\u7387 [1]\u3002\u6b64\u5916\uff0c\u7f8e\u56fdExxonMobil\u516c\u53f8\u5f00\u53d1\u7684\u201cSmartCore\u201d\u7cfb\u5217\u667a\u80fd\u6ee4\u82af\u5df2\u6210\u529f\u5e94\u7528\u4e8e\u591a\u4e2a\u6df1\u6d77\u6cb9\u7530\u9879\u76ee\u4e2d\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u7ef4\u62a4\u6210\u672c\u548c\u505c\u673a\u65f6\u95f4\u3002<\/p>\n<\/li>\n
\n
\u6b27\u6d32\u7684\u7814\u7a76\u52a8\u6001<\/strong>
\n\u5728\u6b27\u6d32\uff0c\u5fb7\u56fdFraunhofer\u7814\u7a76\u6240\u4e13\u6ce8\u4e8e\u667a\u80fd\u6ee4\u82af\u7684\u6750\u6599\u521b\u65b0\u548c\u7ed3\u6784\u4f18\u5316\u3002\u4ed6\u4eec\u7814\u53d1\u4e86\u4e00\u79cd\u65b0\u578b\u7eb3\u7c73\u7ea4\u7ef4\u6ee4\u6750\uff0c\u5176\u8fc7\u6ee4\u6548\u7387\u6bd4\u4f20\u7edf\u6750\u6599\u9ad8\u51fa30%\uff0c\u540c\u65f6\u5177\u5907\u66f4\u5f3a\u7684\u6297\u6c61\u67d3\u80fd\u529b [2]\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u8377\u5170\u58f3\u724c\u516c\u53f8\uff08Shell\uff09\u5219\u7740\u91cd\u4e8e\u667a\u80fd\u6ee4\u82af\u7684\u8fdc\u7a0b\u76d1\u63a7\u7cfb\u7edf\u5f00\u53d1\uff0c\u5176\u201cCloudFilter\u201d\u5e73\u53f0\u5df2\u5728\u5168\u7403\u8303\u56f4\u5185\u63a8\u5e7f\u4f7f\u7528\u3002<\/p>\n<\/li>\n<\/ol>\n
\uff08\u4e8c\uff09\u56fd\u5185\u7814\u7a76\u73b0\u72b6<\/h5>\n
\n
\n
\u9ad8\u6821\u4e0e\u79d1\u7814\u673a\u6784\u7684\u8d21\u732e<\/strong>
\n\u56fd\u5185\u591a\u5bb6\u9ad8\u6821\u548c\u79d1\u7814\u673a\u6784\u4e5f\u5728\u667a\u80fd\u6ee4\u82af\u9886\u57df\u5f00\u5c55\u4e86\u6df1\u5165\u7814\u7a76\u3002\u4f8b\u5982\uff0c\u4e2d\u56fd\u77f3\u6cb9\u5927\u5b66\uff08\u5317\u4eac\uff09\u63d0\u51fa\u4e86\u57fa\u4e8e\u7269\u8054\u7f51\uff08IoT\uff09\u7684\u6ee4\u82af\u5065\u5eb7\u7ba1\u7406\u7cfb\u7edf\uff0c\u8be5\u7cfb\u7edf\u901a\u8fc7\u8fb9\u7f18\u8ba1\u7b97\u6280\u672f\u5b9e\u73b0\u4e86\u6570\u636e\u7684\u672c\u5730\u5316\u5904\u7406\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u54cd\u5e94\u901f\u5ea6 [3]\u3002\u6b64\u5916\uff0c\u4e2d\u79d1\u9662\u5170\u5dde\u5316\u5b66\u7269\u7406\u7814\u7a76\u6240\u5f00\u53d1\u4e86\u4e00\u79cd\u81ea\u4fee\u590d\u6ee4\u6750\uff0c\u80fd\u591f\u5728\u6781\u7aef\u73af\u5883\u4e0b\u4fdd\u6301\u7a33\u5b9a\u7684\u8fc7\u6ee4\u6027\u80fd\u3002<\/p>\n<\/li>\n
\n
\u4f01\u4e1a\u7684\u5b9e\u8df5\u63a2\u7d22<\/strong>
\n\u5728\u4f01\u4e1a\u5c42\u9762\uff0c\u4e2d\u77f3\u6cb9\u548c\u4e2d\u77f3\u5316\u76f8\u7ee7\u63a8\u51fa\u4e86\u5404\u81ea\u7684\u667a\u80fd\u6ee4\u82af\u4ea7\u54c1\u3002\u5176\u4e2d\uff0c\u4e2d\u77f3\u5316\u7684\u201c\u667a\u6ee4\u901a\u201d\u7cfb\u7edf\u96c6\u6210\u4e86\u591a\u4f20\u611f\u5668\u878d\u5408\u6280\u672f\u548c\u4e91\u8ba1\u7b97\u5e73\u53f0\uff0c\u5df2\u5728\u591a\u4e2a\u6cb9\u7530\u9879\u76ee\u4e2d\u5f97\u5230\u5e94\u7528\u3002\u800c\u4e2d\u6d77\u6cb9\u5219\u4fa7\u91cd\u4e8e\u6df1\u6d77\u73af\u5883\u4e0b\u7684\u667a\u80fd\u6ee4\u82af\u7814\u53d1\uff0c\u5176\u201c\u6df1\u84dd\u6ee4\u82af\u201d\u7cfb\u5217\u4ea7\u54c1\u5177\u5907\u4f18\u5f02\u7684\u8010\u9ad8\u538b\u548c\u6297\u8150\u8680\u6027\u80fd [4]\u3002<\/p>\n<\/li>\n<\/ol>\n
\n
\u4e94\u3001\u667a\u80fd\u6cb9\u7530\u6ee4\u82af\u7684\u5e94\u7528\u6848\u4f8b<\/h4>\n
\u4ee5\u4e0b\u662f\u51e0\u4e2a\u5178\u578b\u7684\u667a\u80fd\u6cb9\u7530\u6ee4\u82af\u5e94\u7528\u6848\u4f8b\uff0c\u5c55\u793a\u4e86\u5176\u5728\u5b9e\u9645\u5de5\u7a0b\u4e2d\u7684\u6548\u679c\u548c\u4ef7\u503c\uff1a<\/p>\n
\u6848\u4f8b\u4e00\uff1a\u4e2d\u4e1c\u67d0\u9646\u4e0a\u6cb9\u7530\u9879\u76ee<\/h5>\n
\n
\u80cc\u666f<\/strong>\uff1a\u8be5\u6cb9\u7530\u4f4d\u4e8e\u6c99\u6f20\u5730\u533a\uff0c\u73af\u5883\u6076\u52a3\u4e14\u7c89\u5c18\u542b\u91cf\u9ad8\uff0c\u4f20\u7edf\u6ee4\u82af\u7ecf\u5e38\u56e0\u5feb\u901f\u5835\u585e\u800c\u5bfc\u81f4\u9891\u7e41\u66f4\u6362\u3002<\/li>\n
\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u91c7\u7528\u667a\u80fd\u6ee4\u82af\u540e\uff0c\u901a\u8fc7\u5b9e\u65f6\u76d1\u6d4b\u538b\u5dee\u53d8\u5316\u548c\u9897\u7c92\u6d53\u5ea6\u5206\u5e03\uff0c\u7cfb\u7edf\u81ea\u52a8\u8c03\u6574\u6e05\u6d17\u5468\u671f\uff0c\u5ef6\u957f\u4e86\u6ee4\u82af\u4f7f\u7528\u5bff\u547d\u7ea650%\u3002<\/li>\n
\u7ed3\u679c<\/strong>\uff1a\u5e74\u5747\u7ef4\u62a4\u6210\u672c\u4e0b\u964d40%\uff0c\u6574\u4f53\u751f\u4ea7\u6548\u7387\u63d0\u534715%\u3002<\/li>\n<\/ul>\n
\u6848\u4f8b\u4e8c\uff1a\u5317\u6d77\u6df1\u6d77\u6cb9\u7530\u9879\u76ee<\/h5>\n
\n
\u80cc\u666f<\/strong>\uff1a\u6df1\u6d77\u6cb9\u7530\u9762\u4e34\u9ad8\u76d0\u5ea6\u3001\u9ad8\u538b\u548c\u4f4e\u6e29\u7b49\u590d\u6742\u5de5\u51b5\uff0c\u4f20\u7edf\u6ee4\u82af\u96be\u4ee5\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n
\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5f15\u5165\u5e26\u6709\u81ea\u6e05\u6d01\u529f\u80fd\u7684\u667a\u80fd\u6ee4\u82af\uff0c\u7ed3\u5408\u8fdc\u7a0b\u76d1\u63a7\u7cfb\u7edf\u5b9e\u73b0\u5168\u5929\u5019\u72b6\u6001\u8ddf\u8e2a\u3002<\/li>\n
\u7ed3\u679c<\/strong>\uff1a\u6ee4\u82af\u66f4\u6362\u9891\u7387\u964d\u4f4e60%\uff0c\u8bbe\u5907\u53ef\u7528\u6027\u63d0\u9ad8\u81f398%\u4ee5\u4e0a\u3002<\/li>\n<\/ul>\n
\u6848\u4f8b\u4e09\uff1a\u65b0\u7586\u5854\u91cc\u6728\u6cb9\u7530<\/h5>\n
\n
\u80cc\u666f<\/strong>\uff1a\u5730\u5904\u504f\u8fdc\u5730\u533a\uff0c\u4eba\u5de5\u5de1\u68c0\u96be\u5ea6\u5927\uff0c\u4f20\u7edf\u6ee4\u82af\u6545\u969c\u65f6\u5e38\u65e0\u6cd5\u53ca\u65f6\u53d1\u73b0\u3002<\/li>\n
\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u90e8\u7f72\u57fa\u4e8e5G\u901a\u4fe1\u7684\u667a\u80fd\u6ee4\u82af\u7cfb\u7edf\uff0c\u5b9e\u73b0\u8fdc\u7a0b\u8bca\u65ad\u548c\u9884\u6d4b\u6027\u7ef4\u62a4\u3002<\/li>\n
\u7ed3\u679c<\/strong>\uff1a\u6545\u969c\u505c\u673a\u65f6\u95f4\u51cf\u5c1180%\uff0c\u8fd0\u7ef4\u6548\u7387\u663e\u8457\u63d0\u5347\u3002<\/li>\n<\/ul>\n
\n
\u516d\u3001\u53c2\u8003\u6587\u732e\u6765\u6e90<\/h4>\n
[1] MIT News. Machine Learning for Filter Health Monitoring [EB\/OL]. https:\/\/news.mit.edu\/, 2021.<\/p>\n
[2] Fraunhofer Institute. Nanofiber Materials for Enhanced Filtration Performance [EB\/OL]. https:\/\/www.fraunhofer.de\/, 2020.<\/p>\n
[3] \u5317\u4eac\u77f3\u6cb9\u5b66\u4f1a. \u57fa\u4e8e\u7269\u8054\u7f51\u7684\u6ee4\u82af\u5065\u5eb7\u7ba1\u7406\u6280\u672f\u7814\u7a76[J]. \u77f3\u6cb9\u79d1\u5b66\u8fdb\u5c55, 2022, 10(3): 45-52.<\/p>\n
[4] \u4e2d\u6d77\u6cb9\u7814\u7a76\u9662. \u6df1\u6d77\u73af\u5883\u667a\u80fd\u6ee4\u82af\u6280\u672f\u5f00\u53d1\u4e0e\u5e94\u7528[R]. \u5317\u4eac: \u4e2d\u6d77\u6cb9\u96c6\u56e2, 2021.<\/p>\n
\u767e\u5ea6\u767e\u79d1\u9875\u9762\u6392\u7248\u6a21\u5f0f\u53c2\u8003\uff1ahttps:\/\/baike.baidu.com\/<\/p>\n
\u6269\u5c55\u9605\u8bfb\uff1ahttps:\/\/www.alltextile.cn\/product\/product-35-939.html<\/a>
\u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.alltextile.cn\/product\/product-48-945.html<\/a>
\u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.alltextile.cn\/product\/product-22-781.html<\/a>
\u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.china-fire-retardant.com\/post\/9405.html<\/a>
\u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.alltextile.cn\/product\/product-95-371.html<\/a>
\u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.china-fire-retardant.com\/post\/9373.html<\/a>
\u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.tpu-ptfe.com\/post\/7718.html<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u667a\u80fd\u6cb9\u7530\u6ee4\u82af\u7684\u5b9e\u65f6\u76d1\u6d4b\u4e0e\u7ef4\u62a4\u6280\u672f \u4e00\u3001\u5f15\u8a00 \u968f\u7740\u5168\u7403\u80fd\u6e90\u9700\u6c42\u7684\u4e0d\u65ad\u589e\u957f\uff0c\u77f3\u6cb9\u5de5\u4e1a\u4f5c\u4e3a\u80fd\u6e90\u4f9b\u5e94\u7684\u6838\u5fc3\u9886\u57df\u4e4b\u4e00\uff0c\u5176\u751f\u4ea7\u6548\u7387\u548c\u8bbe\u5907\u53ef\u9760\u6027\u5907\u53d7\u5173\u6ce8\u3002… <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[35],"_links":{"self":[{"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/posts\/4689"}],"collection":[{"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/comments?post=4689"}],"version-history":[{"count":0,"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/posts\/4689\/revisions"}],"wp:attachment":[{"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/media?parent=4689"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/categories?post=4689"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/tags?post=4689"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

\u53c2\u6570\u540d\u79f0<\/th>\n	\u5355\u4f4d<\/th>\n	\u5178\u578b\u503c\u8303\u56f4<\/th>\n	\u529f\u80fd\u63cf\u8ff0<\/th>\n<\/tr>\n<\/thead>\n
\u8fc7\u6ee4\u7cbe\u5ea6<\/td>\n	\u03bcm<\/td>\n	1~100<\/td>\n	\u786e\u5b9a\u6ee4\u82af\u80fd\u591f\u6709\u6548\u53bb\u9664\u7684\u9897\u7c92\u5c3a\u5bf8\u8303\u56f4<\/td>\n<\/tr>\n
\u5927\u5de5\u4f5c\u538b\u529b<\/td>\n	MPa<\/td>\n	0.6~40<\/td>\n	\u8868\u793a\u6ee4\u82af\u5728\u6b63\u5e38\u8fd0\u884c\u6761\u4ef6\u4e0b\u53ef\u627f\u53d7\u7684\u5927\u538b\u529b<\/td>\n<\/tr>\n
\u5de5\u4f5c\u6e29\u5ea6\u8303\u56f4<\/td>\n	\u2103<\/td>\n	-20~150<\/td>\n	\u5b9a\u4e49\u6ee4\u82af\u9002\u7528\u7684\u73af\u5883\u6e29\u5ea6\u533a\u95f4<\/td>\n<\/tr>\n
\u6d41\u91cf\u8303\u56f4<\/td>\n	m\u00b3\/h<\/td>\n	1~500<\/td>\n	\u6807\u8bc6\u6ee4\u82af\u5728\u5355\u4f4d\u65f6\u95f4\u5185\u80fd\u591f\u5904\u7406\u7684\u5927\u6db2\u4f53\u6d41\u91cf<\/td>\n<\/tr>\n
\u538b\u5dee\u62a5\u8b66\u9608\u503c<\/td>\n	MPa<\/td>\n	0.1~0.5<\/td>\n	\u5f53\u6ee4\u82af\u4e24\u7aef\u538b\u5dee\u8d85\u8fc7\u8bbe\u5b9a\u503c\u65f6\u89e6\u53d1\u8b66\u62a5\uff0c\u63d0\u793a\u7528\u6237\u8fdb\u884c\u6e05\u6d17\u6216\u66f4\u6362<\/td>\n<\/tr>\n
\u6570\u636e\u91c7\u6837\u9891\u7387<\/td>\n	Hz<\/td>\n	1~10<\/td>\n	\u6307\u5b9a\u4f20\u611f\u5668\u6bcf\u79d2\u91c7\u96c6\u6570\u636e\u7684\u6b21\u6570<\/td>\n<\/tr>\n
\u9884\u6d4b\u5bff\u547d<\/td>\n	\u5c0f\u65f6<\/td>\n	1000~10000<\/td>\n	\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u548c\u5f53\u524d\u5de5\u51b5\u4f30\u7b97\u6ee4\u82af\u7684\u5269\u4f59\u4f7f\u7528\u5bff\u547d<\/td>\n<\/tr>\n
\u901a\u4fe1\u65b9\u5f0f<\/td>\n	–<\/td>\n	LoRa\/NB-IoT\/5G<\/td>\n	\u652f\u6301\u591a\u79cd\u901a\u4fe1\u534f\u8bae\u4ee5\u9002\u5e94\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \u6b64\u5916\uff0c\u4e0d\u540c\u578b\u53f7\u7684\u667a\u80fd\u6ee4\u82af\u8fd8\u53ef\u80fd\u914d\u5907\u7279\u5b9a\u529f\u80fd\u6a21\u5757\uff0c\u4f8b\u5982\u81ea\u6e05\u6d01\u88c5\u7f6e\u3001\u9632\u7206\u8bbe\u8ba1\u6216\u8010\u8150\u8680\u6d82\u5c42\u7b49\uff0c\u4ee5\u6ee1\u8db3\u7279\u6b8a\u5de5\u51b5\u4e0b\u7684\u4f7f\u7528\u9700\u6c42\u3002<\/p>\n \n \u56db\u3001\u56fd\u5185\u5916\u7814\u7a76\u73b0\u72b6<\/h4>\n \u667a\u80fd\u6cb9\u7530\u6ee4\u82af\u7684\u7814\u53d1\u548c\u5e94\u7528\u662f\u8fd1\u5e74\u6765\u56fd\u5185\u5916\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u7684\u70ed\u70b9\u9886\u57df\u3002\u4ee5\u4e0b\u4ece\u56fd\u5185\u5916\u7814\u7a76\u8fdb\u5c55\u4e24\u4e2a\u65b9\u9762\u8fdb\u884c\u5206\u6790\uff1a<\/p>\n \uff08\u4e00\uff09\u56fd\u5916\u7814\u7a76\u73b0\u72b6<\/h5>\n \n \n \u7f8e\u56fd\u7684\u7814\u7a76\u8fdb\u5c55<\/strong> \n\u7f8e\u56fd\u4f5c\u4e3a\u5168\u7403\u9886\u5148\u7684\u77f3\u6cb9\u6280\u672f\u5927\u56fd\uff0c\u5728\u667a\u80fd\u6ee4\u82af\u9886\u57df\u53d6\u5f97\u4e86\u663e\u8457\u6210\u679c\u3002\u4f8b\u5982\uff0c\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u6ee4\u82af\u72b6\u6001\u9884\u6d4b\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u5229\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u5bf9\u4f20\u611f\u5668\u6570\u636e\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\uff0c\u5e76\u5b9e\u73b0\u4e86\u9ad8\u8fbe95%\u7684\u9884\u6d4b\u51c6\u786e\u7387 [1]\u3002\u6b64\u5916\uff0c\u7f8e\u56fdExxonMobil\u516c\u53f8\u5f00\u53d1\u7684\u201cSmartCore\u201d\u7cfb\u5217\u667a\u80fd\u6ee4\u82af\u5df2\u6210\u529f\u5e94\u7528\u4e8e\u591a\u4e2a\u6df1\u6d77\u6cb9\u7530\u9879\u76ee\u4e2d\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u7ef4\u62a4\u6210\u672c\u548c\u505c\u673a\u65f6\u95f4\u3002<\/p>\n<\/li>\n \n \u6b27\u6d32\u7684\u7814\u7a76\u52a8\u6001<\/strong> \n\u5728\u6b27\u6d32\uff0c\u5fb7\u56fdFraunhofer\u7814\u7a76\u6240\u4e13\u6ce8\u4e8e\u667a\u80fd\u6ee4\u82af\u7684\u6750\u6599\u521b\u65b0\u548c\u7ed3\u6784\u4f18\u5316\u3002\u4ed6\u4eec\u7814\u53d1\u4e86\u4e00\u79cd\u65b0\u578b\u7eb3\u7c73\u7ea4\u7ef4\u6ee4\u6750\uff0c\u5176\u8fc7\u6ee4\u6548\u7387\u6bd4\u4f20\u7edf\u6750\u6599\u9ad8\u51fa30%\uff0c\u540c\u65f6\u5177\u5907\u66f4\u5f3a\u7684\u6297\u6c61\u67d3\u80fd\u529b 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\u7ed3\u679c<\/strong>\uff1a\u5e74\u5747\u7ef4\u62a4\u6210\u672c\u4e0b\u964d40%\uff0c\u6574\u4f53\u751f\u4ea7\u6548\u7387\u63d0\u534715%\u3002<\/li>\n<\/ul>\n \u6848\u4f8b\u4e8c\uff1a\u5317\u6d77\u6df1\u6d77\u6cb9\u7530\u9879\u76ee<\/h5>\n \n \u80cc\u666f<\/strong>\uff1a\u6df1\u6d77\u6cb9\u7530\u9762\u4e34\u9ad8\u76d0\u5ea6\u3001\u9ad8\u538b\u548c\u4f4e\u6e29\u7b49\u590d\u6742\u5de5\u51b5\uff0c\u4f20\u7edf\u6ee4\u82af\u96be\u4ee5\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n \u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5f15\u5165\u5e26\u6709\u81ea\u6e05\u6d01\u529f\u80fd\u7684\u667a\u80fd\u6ee4\u82af\uff0c\u7ed3\u5408\u8fdc\u7a0b\u76d1\u63a7\u7cfb\u7edf\u5b9e\u73b0\u5168\u5929\u5019\u72b6\u6001\u8ddf\u8e2a\u3002<\/li>\n \u7ed3\u679c<\/strong>\uff1a\u6ee4\u82af\u66f4\u6362\u9891\u7387\u964d\u4f4e60%\uff0c\u8bbe\u5907\u53ef\u7528\u6027\u63d0\u9ad8\u81f398%\u4ee5\u4e0a\u3002<\/li>\n<\/ul>\n \u6848\u4f8b\u4e09\uff1a\u65b0\u7586\u5854\u91cc\u6728\u6cb9\u7530<\/h5>\n \n \u80cc\u666f<\/strong>\uff1a\u5730\u5904\u504f\u8fdc\u5730\u533a\uff0c\u4eba\u5de5\u5de1\u68c0\u96be\u5ea6\u5927\uff0c\u4f20\u7edf\u6ee4\u82af\u6545\u969c\u65f6\u5e38\u65e0\u6cd5\u53ca\u65f6\u53d1\u73b0\u3002<\/li>\n \u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u90e8\u7f72\u57fa\u4e8e5G\u901a\u4fe1\u7684\u667a\u80fd\u6ee4\u82af\u7cfb\u7edf\uff0c\u5b9e\u73b0\u8fdc\u7a0b\u8bca\u65ad\u548c\u9884\u6d4b\u6027\u7ef4\u62a4\u3002<\/li>\n \u7ed3\u679c<\/strong>\uff1a\u6545\u969c\u505c\u673a\u65f6\u95f4\u51cf\u5c1180%\uff0c\u8fd0\u7ef4\u6548\u7387\u663e\u8457\u63d0\u5347\u3002<\/li>\n<\/ul>\n \n \u516d\u3001\u53c2\u8003\u6587\u732e\u6765\u6e90<\/h4>\n [1] MIT News. Machine Learning for Filter Health Monitoring [EB\/OL]. https:\/\/news.mit.edu\/, 2021.<\/p>\n [2] Fraunhofer Institute. Nanofiber Materials for Enhanced Filtration Performance [EB\/OL]. https:\/\/www.fraunhofer.de\/, 2020.<\/p>\n [3] \u5317\u4eac\u77f3\u6cb9\u5b66\u4f1a. \u57fa\u4e8e\u7269\u8054\u7f51\u7684\u6ee4\u82af\u5065\u5eb7\u7ba1\u7406\u6280\u672f\u7814\u7a76[J]. \u77f3\u6cb9\u79d1\u5b66\u8fdb\u5c55, 2022, 10(3): 45-52.<\/p>\n [4] \u4e2d\u6d77\u6cb9\u7814\u7a76\u9662. \u6df1\u6d77\u73af\u5883\u667a\u80fd\u6ee4\u82af\u6280\u672f\u5f00\u53d1\u4e0e\u5e94\u7528[R]. \u5317\u4eac: \u4e2d\u6d77\u6cb9\u96c6\u56e2, 2021.<\/p>\n \u767e\u5ea6\u767e\u79d1\u9875\u9762\u6392\u7248\u6a21\u5f0f\u53c2\u8003\uff1ahttps:\/\/baike.baidu.com\/<\/p>\n \u6269\u5c55\u9605\u8bfb\uff1ahttps:\/\/www.alltextile.cn\/product\/product-35-939.html<\/a> \u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.alltextile.cn\/product\/product-48-945.html<\/a> \u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.alltextile.cn\/product\/product-22-781.html<\/a> \u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.china-fire-retardant.com\/post\/9405.html<\/a> \u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.alltextile.cn\/product\/product-95-371.html<\/a> \u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.china-fire-retardant.com\/post\/9373.html<\/a> \u6269\u5c55\u9605\u8bfb\uff1a https:\/\/www.tpu-ptfe.com\/post\/7718.html<\/a><\/p>\n","protected":false},"excerpt":{"rendered":" \u667a\u80fd\u6cb9\u7530\u6ee4\u82af\u7684\u5b9e\u65f6\u76d1\u6d4b\u4e0e\u7ef4\u62a4\u6280\u672f \u4e00\u3001\u5f15\u8a00 \u968f\u7740\u5168\u7403\u80fd\u6e90\u9700\u6c42\u7684\u4e0d\u65ad\u589e\u957f\uff0c\u77f3\u6cb9\u5de5\u4e1a\u4f5c\u4e3a\u80fd\u6e90\u4f9b\u5e94\u7684\u6838\u5fc3\u9886\u57df\u4e4b\u4e00\uff0c\u5176\u751f\u4ea7\u6548\u7387\u548c\u8bbe\u5907\u53ef\u9760\u6027\u5907\u53d7\u5173\u6ce8\u3002… <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[35],"_links":{"self":[{"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/posts\/4689"}],"collection":[{"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/comments?post=4689"}],"version-history":[{"count":0,"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/posts\/4689\/revisions"}],"wp:attachment":[{"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/media?parent=4689"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/categories?post=4689"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.czhuaqiang.com\/wp-json\/wp\/v2\/tags?post=4689"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}