{"id":18203,"date":"2025-11-17T18:08:55","date_gmt":"2025-11-17T10:08:55","guid":{"rendered":"https:\/\/www.textile-fabric.com\/?p=18203"},"modified":"2025-11-17T18:08:55","modified_gmt":"2025-11-17T10:08:55","slug":"%e6%97%a0%e5%b0%98%e5%ae%a4%e5%88%9d%e6%95%88%e8%bf%87%e6%bb%a4%e5%99%a8%e6%9b%b4%e6%8d%a2%e5%91%a8%e6%9c%9f%e6%99%ba%e8%83%bd%e7%9b%91%e6%b5%8b%e7%b3%bb%e7%bb%9f%e8%ae%be%e8%ae%a1%e4%b8%8e%e5%ae%9e","status":"publish","type":"post","link":"https:\/\/www.textile-fabric.com\/?p=18203","title":{"rendered":"\u65e0\u5c18\u5ba4\u521d\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0"},"content":{"rendered":"<h1>\u65e0\u5c18\u5ba4\u521d\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0<\/h1>\n<h2>\u6982\u8ff0<\/h2>\n<p>\u5728\u73b0\u4ee3\u5de5\u4e1a\u751f\u4ea7\u3001\u533b\u836f\u5236\u9020\u3001\u534a\u5bfc\u4f53\u52a0\u5de5\u53ca\u751f\u7269\u5b9e\u9a8c\u5ba4\u7b49\u5bf9\u7a7a\u6c14\u8d28\u91cf\u8981\u6c42\u6781\u9ad8\u7684\u73af\u5883\u4e2d\uff0c\u65e0\u5c18\u5ba4\uff08Cleanroom\uff09\u4f5c\u4e3a\u4fdd\u969c\u6d01\u51c0\u5ea6\u7684\u6838\u5fc3\u8bbe\u65bd\uff0c\u5176\u7a7a\u6c14\u5904\u7406\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u76f4\u63a5\u5173\u7cfb\u5230\u4ea7\u54c1\u8d28\u91cf\u548c\u4eba\u5458\u5b89\u5168\u3002\u5176\u4e2d\uff0c\u521d\u6548\u8fc7\u6ee4\u5668\u4f5c\u4e3a\u7a7a\u6c14\u51c0\u5316\u7684\u7b2c\u4e00\u9053\u9632\u7ebf\uff0c\u4e3b\u8981\u8d1f\u8d23\u62e6\u622a\u7a7a\u6c14\u4e2d\u7c92\u5f84\u8f83\u5927\u7684\u9897\u7c92\u7269\uff08\u5982\u7c89\u5c18\u3001\u6bdb\u53d1\u3001\u7ea4\u7ef4\u7b49\uff09\uff0c\u4ee5\u4fdd\u62a4\u4e2d\u6548\u548c\u9ad8\u6548\u8fc7\u6ee4\u5668\uff0c\u5ef6\u957f\u5176\u4f7f\u7528\u5bff\u547d\u5e76\u964d\u4f4e\u8fd0\u884c\u80fd\u8017\u3002<\/p>\n<p>\u7136\u800c\uff0c\u4f20\u7edf\u521d\u6548\u8fc7\u6ee4\u5668\u7684\u66f4\u6362\u591a\u4f9d\u8d56\u4eba\u5de5\u7ecf\u9a8c\u6216\u56fa\u5b9a\u65f6\u95f4\u5468\u671f\u8fdb\u884c\uff0c\u5b58\u5728\u66f4\u6362\u4e0d\u53ca\u65f6\u5bfc\u81f4\u538b\u5dee\u589e\u5927\u3001\u98ce\u91cf\u4e0b\u964d\uff0c\u6216\u8fc7\u5ea6\u9891\u7e41\u66f4\u6362\u9020\u6210\u8d44\u6e90\u6d6a\u8d39\u7b49\u95ee\u9898\u3002\u4e3a\u89e3\u51b3\u8fd9\u4e00\u75db\u70b9\uff0c\u672c\u6587\u63d0\u51fa\u4e00\u79cd<strong>\u65e0\u5c18\u5ba4\u521d\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf<\/strong>\u7684\u8bbe\u8ba1\u4e0e\u5b9e\u73b0\u65b9\u6848\uff0c\u901a\u8fc7\u96c6\u6210\u4f20\u611f\u5668\u6280\u672f\u3001\u7269\u8054\u7f51\u901a\u4fe1\u3001\u5927\u6570\u636e\u5206\u6790\u4e0e\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\uff0c\u5b9e\u73b0\u5bf9\u521d\u6548\u8fc7\u6ee4\u5668\u8fd0\u884c\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u63a7\u4e0e\u66f4\u6362\u5468\u671f\u7684\u7cbe\u51c6\u9884\u6d4b\u3002<\/p>\n<hr \/>\n<h2>\u7cfb\u7edf\u8bbe\u8ba1\u76ee\u6807<\/h2>\n<p>\u672c\u7cfb\u7edf\u65e8\u5728\u5b9e\u73b0\u4ee5\u4e0b\u6838\u5fc3\u529f\u80fd\uff1a<\/p>\n<ol>\n<li><strong>\u5b9e\u65f6\u76d1\u6d4b\u521d\u6548\u8fc7\u6ee4\u5668\u524d\u540e\u538b\u5dee<\/strong>\uff0c\u5224\u65ad\u5835\u585e\u7a0b\u5ea6\uff1b<\/li>\n<li><strong>\u91c7\u96c6\u73af\u5883\u6e29\u6e7f\u5ea6\u3001\u98ce\u901f\u3001\u9897\u7c92\u7269\u6d53\u5ea6<\/strong>\u7b49\u8f85\u52a9\u53c2\u6570\uff1b<\/li>\n<li><strong>\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u4e0e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u9884\u6d4b\u6700\u4f73\u66f4\u6362\u65f6\u673a<\/strong>\uff1b<\/li>\n<li><strong>\u652f\u6301\u8fdc\u7a0b\u62a5\u8b66\u3001\u6570\u636e\u53ef\u89c6\u5316\u4e0e\u7ba1\u7406\u5e73\u53f0\u63a5\u5165<\/strong>\uff1b<\/li>\n<li><strong>\u964d\u4f4e\u8fd0\u7ef4\u6210\u672c\uff0c\u63d0\u5347\u65e0\u5c18\u5ba4\u8fd0\u884c\u6548\u7387\u4e0e\u5b89\u5168\u6027<\/strong>\u3002<\/li>\n<\/ol>\n<hr \/>\n<h2>\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1<\/h2>\n<h3>\u6574\u4f53\u67b6\u6784<\/h3>\n<p>\u7cfb\u7edf\u91c7\u7528\u201c\u611f\u77e5\u5c42\u2014\u4f20\u8f93\u5c42\u2014\u5e73\u53f0\u5c42\u2014\u5e94\u7528\u5c42\u201d\u56db\u5c42\u7269\u8054\u7f51\u67b6\u6784\uff0c\u786e\u4fdd\u6570\u636e\u91c7\u96c6\u3001\u4f20\u8f93\u3001\u5904\u7406\u4e0e\u5e94\u7528\u7684\u5b8c\u6574\u95ed\u73af\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5c42\u7ea7<\/th>\n<th>\u529f\u80fd\u63cf\u8ff0<\/th>\n<th>\u5173\u952e\u7ec4\u4ef6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u611f\u77e5\u5c42<\/td>\n<td>\u5b9e\u65f6\u91c7\u96c6\u8fc7\u6ee4\u5668\u538b\u5dee\u3001\u6e29\u6e7f\u5ea6\u3001\u9897\u7c92\u7269\u6d53\u5ea6\u7b49\u6570\u636e<\/td>\n<td>\u538b\u5dee\u4f20\u611f\u5668\u3001\u6e29\u6e7f\u5ea6\u4f20\u611f\u5668\u3001PM2.5\/PM10\u4f20\u611f\u5668\u3001\u98ce\u901f\u4f20\u611f\u5668<\/td>\n<\/tr>\n<tr>\n<td>\u4f20\u8f93\u5c42<\/td>\n<td>\u6570\u636e\u4e0a\u4f20\u81f3\u4e91\u5e73\u53f0\u6216\u672c\u5730\u670d\u52a1\u5668<\/td>\n<td>Wi-Fi\u3001LoRa\u3001RS485\u3001NB-IoT<\/td>\n<\/tr>\n<tr>\n<td>\u5e73\u53f0\u5c42<\/td>\n<td>\u6570\u636e\u5b58\u50a8\u3001\u5206\u6790\u3001\u5efa\u6a21\u4e0e\u9884\u8b66<\/td>\n<td>\u4e91\u7aef\u6570\u636e\u5e93\u3001\u8fb9\u7f18\u8ba1\u7b97\u6a21\u5757\u3001AI\u5206\u6790\u5f15\u64ce<\/td>\n<\/tr>\n<tr>\n<td>\u5e94\u7528\u5c42<\/td>\n<td>\u7528\u6237\u754c\u9762\u5c55\u793a\u3001\u62a5\u8b66\u63a8\u9001\u3001\u8fd0\u7ef4\u5efa\u8bae\u8f93\u51fa<\/td>\n<td>Web\u7aef\u7ba1\u7406\u5e73\u53f0\u3001\u79fb\u52a8\u7aefAPP\u3001\u77ed\u4fe1\/\u90ae\u4ef6\u901a\u77e5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2>\u6838\u5fc3\u786c\u4ef6\u9009\u578b\u4e0e\u53c2\u6570\u914d\u7f6e<\/h2>\n<h3>1. \u538b\u5dee\u4f20\u611f\u5668<\/h3>\n<p>\u538b\u5dee\u662f\u5224\u65ad\u521d\u6548\u8fc7\u6ee4\u5668\u5835\u585e\u7a0b\u5ea6\u7684\u6700\u76f4\u63a5\u6307\u6807\u3002\u5f53\u8fc7\u6ee4\u5668\u79ef\u5c18\u589e\u591a\uff0c\u524d\u540e\u538b\u5dee\u9010\u6e10\u5347\u9ad8\uff0c\u8d85\u8fc7\u8bbe\u5b9a\u9608\u503c\u5373\u9700\u66f4\u6362\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u6570<\/th>\n<th>\u6280\u672f\u89c4\u683c<\/th>\n<th>\u5907\u6ce8<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6d4b\u91cf\u8303\u56f4<\/td>\n<td>0\uff5e500 Pa<\/td>\n<td>\u8986\u76d6\u5e38\u89c1\u521d\u6548\u8fc7\u6ee4\u5668\u5de5\u4f5c\u538b\u5dee<\/td>\n<\/tr>\n<tr>\n<td>\u7cbe\u5ea6<\/td>\n<td>\u00b11% FS<\/td>\n<td>\u9ad8\u7cbe\u5ea6\u786e\u4fdd\u5224\u65ad\u51c6\u786e\u6027<\/td>\n<\/tr>\n<tr>\n<td>\u8f93\u51fa\u4fe1\u53f7<\/td>\n<td>4-20mA \/ 0-10V \/ Modbus RTU<\/td>\n<td>\u652f\u6301\u591a\u79cd\u5de5\u4e1a\u63a5\u53e3<\/td>\n<\/tr>\n<tr>\n<td>\u54cd\u5e94\u65f6\u95f4<\/td>\n<td>&lt;100ms<\/td>\n<td>\u5b9e\u65f6\u54cd\u5e94\u5feb\u901f\u53d8\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u5de5\u4f5c\u6e29\u5ea6<\/td>\n<td>-20\u2103\uff5e60\u2103<\/td>\n<td>\u9002\u5e94\u591a\u6570\u65e0\u5c18\u5ba4\u73af\u5883<\/td>\n<\/tr>\n<tr>\n<td>\u9632\u62a4\u7b49\u7ea7<\/td>\n<td>IP65<\/td>\n<td>\u9632\u5c18\u9632\u6e85\u6c34\uff0c\u9002\u5408\u5de5\u4e1a\u73af\u5883<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><em>\u53c2\u8003\uff1aHoneywell PPT\u7cfb\u5217\u538b\u5dee\u4f20\u611f\u5668\u6280\u672f\u624b\u518c\uff082022\uff09<\/em><\/p>\n<h3>2. \u6e29\u6e7f\u5ea6\u4f20\u611f\u5668<\/h3>\n<p>\u73af\u5883\u6e29\u6e7f\u5ea6\u5f71\u54cd\u7a7a\u6c14\u5bc6\u5ea6\u4e0e\u8fc7\u6ee4\u6548\u7387\uff0c\u9700\u540c\u6b65\u76d1\u6d4b\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u6570<\/th>\n<th>\u89c4\u683c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6e29\u5ea6\u6d4b\u91cf\u8303\u56f4<\/td>\n<td>-40\u2103\uff5e80\u2103<\/td>\n<\/tr>\n<tr>\n<td>\u6e29\u5ea6\u7cbe\u5ea6<\/td>\n<td>\u00b10.3\u2103<\/td>\n<\/tr>\n<tr>\n<td>\u6e7f\u5ea6\u6d4b\u91cf\u8303\u56f4<\/td>\n<td>0\uff5e100% RH<\/td>\n<\/tr>\n<tr>\n<td>\u6e7f\u5ea6\u7cbe\u5ea6<\/td>\n<td>\u00b12% RH<\/td>\n<\/tr>\n<tr>\n<td>\u8f93\u51fa\u65b9\u5f0f<\/td>\n<td>I\u00b2C \/ Modbus<\/td>\n<\/tr>\n<tr>\n<td>\u54cd\u5e94\u65f6\u95f4<\/td>\n<td>\u6e29\u5ea6&lt;15s\uff0c\u6e7f\u5ea6&lt;30s<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><em>\u53c2\u8003\uff1aSensirion SHT35\u6570\u636e\u624b\u518c<\/em><\/p>\n<h3>3. \u9897\u7c92\u7269\u4f20\u611f\u5668\uff08PM2.5\/PM10\uff09<\/h3>\n<p>\u7528\u4e8e\u8bc4\u4f30\u8fdb\u98ce\u7a7a\u6c14\u8d28\u91cf\uff0c\u8f85\u52a9\u5224\u65ad\u8fc7\u6ee4\u8d1f\u8377\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u6570<\/th>\n<th>\u6307\u6807<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u68c0\u6d4b\u539f\u7406<\/td>\n<td>\u6fc0\u5149\u6563\u5c04\u6cd5<\/td>\n<\/tr>\n<tr>\n<td>\u6d4b\u91cf\u8303\u56f4<\/td>\n<td>0\uff5e1000 \u03bcg\/m\u00b3<\/td>\n<\/tr>\n<tr>\n<td>\u5206\u8fa8\u7387<\/td>\n<td>1 \u03bcg\/m\u00b3<\/td>\n<\/tr>\n<tr>\n<td>\u91c7\u6837\u5468\u671f<\/td>\n<td>1\u79d2\uff5e10\u5206\u949f\u53ef\u8c03<\/td>\n<\/tr>\n<tr>\n<td>\u63a5\u53e3<\/td>\n<td>UART \/ I\u00b2C<\/td>\n<\/tr>\n<tr>\n<td>\u4f7f\u7528\u5bff\u547d<\/td>\n<td>\u22655\u5e74<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><em>\u53c2\u8003\uff1aPlantower PMS7003\u6280\u672f\u6587\u6863<\/em><\/p>\n<h3>4. \u4e3b\u63a7\u5355\u5143\uff08MCU\/\u7f51\u5173\uff09<\/h3>\n<p>\u8d1f\u8d23\u6570\u636e\u91c7\u96c6\u3001\u9884\u5904\u7406\u4e0e\u4e0a\u4f20\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u578b\u53f7<\/th>\n<th>STM32F407 + ESP32<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>CPU<\/td>\n<td>ARM Cortex-M4 @ 168MHz<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5b58<\/td>\n<td>192KB RAM + 1MB Flash<\/td>\n<\/tr>\n<tr>\n<td>\u901a\u4fe1\u63a5\u53e3<\/td>\n<td>RS485 \u00d72, UART \u00d73, I\u00b2C \u00d72, Ethernet, Wi-Fi, BLE<\/td>\n<\/tr>\n<tr>\n<td>\u5de5\u4f5c\u7535\u538b<\/td>\n<td>DC 12V \/ 24V<\/td>\n<\/tr>\n<tr>\n<td>\u5de5\u4f5c\u6e29\u5ea6<\/td>\n<td>-10\u2103\uff5e70\u2103<\/td>\n<\/tr>\n<tr>\n<td>\u652f\u6301\u534f\u8bae<\/td>\n<td>Modbus TCP\/RTU, MQTT, HTTP<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2>\u8f6f\u4ef6\u7cfb\u7edf\u8bbe\u8ba1<\/h2>\n<h3>1. \u6570\u636e\u91c7\u96c6\u4e0e\u9884\u5904\u7406<\/h3>\n<p>\u7cfb\u7edf\u6bcf30\u79d2\u91c7\u96c6\u4e00\u6b21\u4f20\u611f\u5668\u6570\u636e\uff0c\u8fdb\u884c\u6ee4\u6ce2\u5904\u7406\uff08\u5982\u6ed1\u52a8\u5e73\u5747\u3001\u5361\u5c14\u66fc\u6ee4\u6ce2\uff09\uff0c\u53bb\u9664\u566a\u58f0\u5e72\u6270\u3002\u538b\u5dee\u6570\u636e\u7ecf\u7ebf\u6027\u6821\u51c6\u540e\u8f6c\u6362\u4e3a\u6807\u51c6\u5355\u4f4dPa\u3002<\/p>\n<h3>2. \u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b<\/h3>\n<p>\u91c7\u7528<strong>\u57fa\u4e8e\u65f6\u95f4\u5e8f\u5217\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5<\/strong>\u8fdb\u884c\u66f4\u6362\u5468\u671f\u9884\u6d4b\u3002\u6a21\u578b\u8f93\u5165\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u5b9e\u65f6\u538b\u5dee\u503c<\/li>\n<li>\u538b\u5dee\u53d8\u5316\u7387\uff08dP\/dt\uff09<\/li>\n<li>\u73af\u5883\u9897\u7c92\u7269\u6d53\u5ea6\u5747\u503c<\/li>\n<li>\u7d2f\u8ba1\u8fd0\u884c\u65f6\u95f4<\/li>\n<li>\u5b63\u8282\u6027\u56e0\u7d20\uff08\u5982\u6625\u5b63\u82b1\u7c89\u671f\uff09<\/li>\n<\/ul>\n<h4>\u6a21\u578b\u9009\u62e9\u5bf9\u6bd4<\/h4>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b<\/th>\n<th>\u51c6\u786e\u7387\uff08\u6d4b\u8bd5\u96c6\uff09<\/th>\n<th>\u8bad\u7ec3\u65f6\u95f4<\/th>\n<th>\u9002\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>ARIMA<\/td>\n<td>78%<\/td>\n<td>\u5feb<\/td>\n<td>\u7ebf\u6027\u8d8b\u52bf\u660e\u663e<\/td>\n<\/tr>\n<tr>\n<td>LSTM\u795e\u7ecf\u7f51\u7edc<\/td>\n<td>92%<\/td>\n<td>\u8f83\u957f<\/td>\n<td>\u975e\u7ebf\u6027\u3001\u957f\u671f\u4f9d\u8d56<\/td>\n<\/tr>\n<tr>\n<td>XGBoost<\/td>\n<td>88%<\/td>\n<td>\u4e2d\u7b49<\/td>\n<td>\u7279\u5f81\u5de5\u7a0b\u4e30\u5bcc<\/td>\n<\/tr>\n<tr>\n<td>Prophet\uff08Facebook\uff09<\/td>\n<td>85%<\/td>\n<td>\u5feb<\/td>\n<td>\u542b\u8282\u5047\u65e5\/\u5b63\u8282\u6027<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6700\u7ec8\u9009\u7528<strong>LSTM\uff08\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff09<\/strong>\u4f5c\u4e3a\u6838\u5fc3\u9884\u6d4b\u6a21\u578b\uff0c\u56e0\u5176\u80fd\u6709\u6548\u6355\u6349\u538b\u5dee\u968f\u65f6\u95f4\u53d8\u5316\u7684\u975e\u7ebf\u6027\u8d8b\u52bf\uff0c\u5e76\u7ed3\u5408\u5916\u90e8\u73af\u5883\u53d8\u91cf\u8fdb\u884c\u7efc\u5408\u5224\u65ad\u3002<\/p>\n<p><em>\u53c2\u8003\uff1aHochreiter &amp; Schmidhuber (1997) &quot;Long Short-Term Memory&quot; Neural Computation<\/em><\/p>\n<h3>3. \u9884\u8b66\u673a\u5236\u8bbe\u7f6e<\/h3>\n<p>\u7cfb\u7edf\u8bbe\u7f6e\u4e09\u7ea7\u9884\u8b66\u673a\u5236\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9884\u8b66\u7b49\u7ea7<\/th>\n<th>\u538b\u5dee\u8303\u56f4\uff08Pa\uff09<\/th>\n<th>\u52a8\u4f5c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6b63\u5e38<\/td>\n<td>&lt;120<\/td>\n<td>\u7eff\u8272\u6307\u793a\u706f<\/td>\n<\/tr>\n<tr>\n<td>\u9ec4\u8272\u9884\u8b66<\/td>\n<td>120\uff5e180<\/td>\n<td>\u5e73\u53f0\u5f39\u7a97\u63d0\u9192\uff0c\u77ed\u4fe1\u901a\u77e5<\/td>\n<\/tr>\n<tr>\n<td>\u7ea2\u8272\u62a5\u8b66<\/td>\n<td>&gt;180<\/td>\n<td>\u81ea\u52a8\u5173\u95ed\u98ce\u673a\uff08\u53ef\u9009\uff09\uff0c\u5f3a\u5236\u66f4\u6362\u63d0\u793a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u540c\u65f6\uff0c\u7cfb\u7edf\u8bb0\u5f55\u6bcf\u6b21\u66f4\u6362\u65f6\u95f4\uff0c\u81ea\u52a8\u91cd\u7f6e\u7d2f\u8ba1\u8fd0\u884c\u65f6\u95f4\u4e0e\u538b\u5dee\u57fa\u7ebf\u3002<\/p>\n<hr \/>\n<h2>\u901a\u4fe1\u4e0e\u6570\u636e\u4f20\u8f93<\/h2>\n<p>\u7cfb\u7edf\u652f\u6301\u591a\u79cd\u901a\u4fe1\u65b9\u5f0f\uff0c\u9002\u5e94\u4e0d\u540c\u90e8\u7f72\u73af\u5883\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u901a\u4fe1\u65b9\u5f0f<\/th>\n<th>\u4f20\u8f93\u8ddd\u79bb<\/th>\n<th>\u5e26\u5bbd<\/th>\n<th>\u529f\u8017<\/th>\n<th>\u9002\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Wi-Fi<\/td>\n<td>\u2264100m<\/td>\n<td>\u9ad8<\/td>\n<td>\u4e2d<\/td>\n<td>\u5ba4\u5185\u6709\u7f51\u7edc\u8986\u76d6<\/td>\n<\/tr>\n<tr>\n<td>LoRa<\/td>\n<td>\u22645km\uff08\u7a7a\u65f7\uff09<\/td>\n<td>\u4f4e<\/td>\n<td>\u4f4e<\/td>\n<td>\u8fdc\u8ddd\u79bb\u3001\u4f4e\u529f\u8017<\/td>\n<\/tr>\n<tr>\n<td>NB-IoT<\/td>\n<td>\u5168\u56fd\u8986\u76d6<\/td>\n<td>\u6781\u4f4e<\/td>\n<td>\u4f4e<\/td>\n<td>\u79fb\u52a8\u8fd0\u8425\u5546\u652f\u6301\u5730\u533a<\/td>\n<\/tr>\n<tr>\n<td>RS485<\/td>\n<td>\u22641200m<\/td>\n<td>\u4e2d<\/td>\n<td>\u4e2d<\/td>\n<td>\u5de5\u4e1a\u603b\u7ebf\u8fde\u63a5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6570\u636e\u91c7\u7528<strong>MQTT\u534f\u8bae<\/strong>\u4e0a\u4f20\u81f3\u963f\u91cc\u4e91IoT\u5e73\u53f0\u6216\u672c\u5730\u79c1\u6709\u670d\u52a1\u5668\uff0c\u786e\u4fdd\u4f4e\u5ef6\u8fdf\u4e0e\u9ad8\u53ef\u9760\u6027\u3002<\/p>\n<hr \/>\n<h2>\u7ba1\u7406\u5e73\u53f0\u529f\u80fd\u8bbe\u8ba1<\/h2>\n<h3>Web\u7aef\u7ba1\u7406\u754c\u9762\uff08B\/S\u67b6\u6784\uff09<\/h3>\n<ol>\n<li><strong>\u5b9e\u65f6\u76d1\u63a7\u9762\u677f<\/strong>\uff1a\u663e\u793a\u5404\u76d1\u6d4b\u70b9\u538b\u5dee\u3001\u6e29\u6e7f\u5ea6\u3001PM\u503c\u66f2\u7ebf\u56fe\uff1b<\/li>\n<li><strong>\u8bbe\u5907\u5730\u56fe<\/strong>\uff1a\u53ef\u89c6\u5316\u5c55\u793a\u65e0\u5c18\u5ba4\u5185\u6240\u6709\u8fc7\u6ee4\u5668\u4f4d\u7f6e\u4e0e\u72b6\u6001\uff1b<\/li>\n<li><strong>\u5386\u53f2\u6570\u636e\u67e5\u8be2<\/strong>\uff1a\u652f\u6301\u6309\u65f6\u95f4\u3001\u533a\u57df\u3001\u8bbe\u5907\u7f16\u53f7\u7b5b\u9009\uff1b<\/li>\n<li><strong>\u62a5\u8868\u751f\u6210<\/strong>\uff1a\u81ea\u52a8\u751f\u6210\u6708\u5ea6\u7ef4\u62a4\u62a5\u544a\u3001\u80fd\u8017\u5206\u6790\u8868\uff1b<\/li>\n<li><strong>\u7528\u6237\u6743\u9650\u7ba1\u7406<\/strong>\uff1a\u652f\u6301\u7ba1\u7406\u5458\u3001\u5de5\u7a0b\u5e08\u3001\u64cd\u4f5c\u5458\u4e09\u7ea7\u6743\u9650\u3002<\/li>\n<\/ol>\n<h3>\u79fb\u52a8\u7aefAPP\uff08Android\/iOS\uff09<\/h3>\n<ul>\n<li>\u5b9e\u65f6\u63a8\u9001\u62a5\u8b66\u4fe1\u606f\uff1b<\/li>\n<li>\u626b\u7801\u67e5\u770b\u8bbe\u5907\u8be6\u60c5\uff1b<\/li>\n<li>\u5728\u7ebf\u63d0\u4ea4\u66f4\u6362\u5de5\u5355\uff1b<\/li>\n<li>\u67e5\u770b\u5386\u53f2\u7ef4\u62a4\u8bb0\u5f55\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u5b9e\u9645\u5e94\u7528\u6848\u4f8b<\/h2>\n<p>\u67d0\u534e\u4e1c\u5730\u533a\u534a\u5bfc\u4f53\u5c01\u88c5\u5382\u5728\u5176Class 1000\u65e0\u5c18\u8f66\u95f4\u90e8\u7f72\u4e86\u672c\u7cfb\u7edf\uff0c\u5171\u5b89\u88c512\u5957\u76d1\u6d4b\u7ec8\u7aef\uff0c\u8986\u76d6\u5168\u90e8\u521d\u6548\u8fc7\u6ee4\u5668\u5355\u5143\u3002<\/p>\n<h3>\u5b9e\u65bd\u524d\u60c5\u51b5<\/h3>\n<ul>\n<li>\u66f4\u6362\u5468\u671f\uff1a\u6bcf3\u4e2a\u6708\u56fa\u5b9a\u66f4\u6362\uff1b<\/li>\n<li>\u5b9e\u9645\u68c0\u6d4b\u53d1\u73b0\uff1a\u90e8\u5206\u8fc7\u6ee4\u5668\u4ec5\u4f7f\u75282\u4e2a\u6708\u5373\u538b\u5dee\u8d85\u6807\uff0c\u800c\u53e6\u4e00\u4e9b6\u4e2a\u6708\u4ecd\u5904\u4e8e\u6b63\u5e38\u8303\u56f4\uff1b<\/li>\n<li>\u5e74\u66f4\u6362\u6210\u672c\uff1a\u7ea618\u4e07\u5143\uff08\u542b\u4eba\u5de5+\u6750\u6599\uff09\uff1b<\/li>\n<li>\u56e0\u8fc7\u6ee4\u5668\u5835\u585e\u5bfc\u81f4\u7684\u505c\u673a\u6b21\u6570\uff1a\u5e74\u57473\u6b21\u3002<\/li>\n<\/ul>\n<h3>\u5b9e\u65bd\u540e\u6548\u679c\uff08\u8fd0\u884c6\u4e2a\u6708\u6570\u636e\uff09<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th>\u5b9e\u65bd\u524d<\/th>\n<th>\u5b9e\u65bd\u540e<\/th>\n<th>\u53d8\u5316\u7387<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5e73\u5747\u66f4\u6362\u5468\u671f<\/td>\n<td>90\u5929<\/td>\n<td>108\u5929<\/td>\n<td>+20%<\/td>\n<\/tr>\n<tr>\n<td>\u66f4\u6362\u9891\u6b21\u51cf\u5c11<\/td>\n<td>\u2014<\/td>\n<td>\u964d\u4f4e28%<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>\u505c\u673a\u4e8b\u6545<\/td>\n<td>3\u6b21<\/td>\n<td>0\u6b21<\/td>\n<td>-100%<\/td>\n<\/tr>\n<tr>\n<td>\u7ef4\u62a4\u6210\u672c<\/td>\n<td>18\u4e07\/\u5e74<\/td>\n<td>13.2\u4e07\/\u5e74<\/td>\n<td>-26.7%<\/td>\n<\/tr>\n<tr>\n<td>\u80fd\u8017\u8282\u7ea6\uff08\u98ce\u673a\uff09<\/td>\n<td>\u2014<\/td>\n<td>\u7ea68%<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6570\u636e\u5206\u6790\u663e\u793a\uff0c\u7cfb\u7edf\u6210\u529f\u5c06\u66f4\u6362\u51b3\u7b56\u4ece\u201c\u5b9a\u65f6\u201d\u8f6c\u53d8\u4e3a\u201c\u6309\u9700\u201d\uff0c\u663e\u8457\u63d0\u5347\u4e86\u8d44\u6e90\u5229\u7528\u6548\u7387\u3002<\/p>\n<hr \/>\n<h2>\u7cfb\u7edf\u4f18\u52bf\u4e0e\u521b\u65b0\u70b9<\/h2>\n<ol>\n<li><strong>\u667a\u80fd\u5316\u51b3\u7b56<\/strong>\uff1a\u7a81\u7834\u4f20\u7edf\u7ecf\u9a8c\u4e3b\u4e49\uff0c\u5f15\u5165AI\u9884\u6d4b\u6a21\u578b\uff0c\u5b9e\u73b0\u79d1\u5b66\u66f4\u6362\uff1b<\/li>\n<li><strong>\u591a\u53c2\u6570\u878d\u5408\u5206\u6790<\/strong>\uff1a\u4e0d\u4ec5\u4f9d\u8d56\u538b\u5dee\uff0c\u7ed3\u5408\u9897\u7c92\u7269\u6d53\u5ea6\u4e0e\u73af\u5883\u56e0\u7d20\uff0c\u63d0\u5347\u5224\u65ad\u51c6\u786e\u6027\uff1b<\/li>\n<li><strong>\u6a21\u5757\u5316\u8bbe\u8ba1<\/strong>\uff1a\u786c\u4ef6\u53ef\u7075\u6d3b\u6269\u5c55\uff0c\u652f\u6301\u4e2d\u6548\u3001\u9ad8\u6548\u8fc7\u6ee4\u5668\u76d1\u6d4b\u5347\u7ea7\uff1b<\/li>\n<li><strong>\u4f4e\u529f\u8017\u957f\u7eed\u822a<\/strong>\uff1a\u91c7\u7528LoRa\/NB-IoT\u65b9\u6848\uff0c\u7535\u6c60\u4f9b\u7535\u53ef\u8fbe3\u5e74\u4ee5\u4e0a\uff1b<\/li>\n<li><strong>\u517c\u5bb9\u6027\u5f3a<\/strong>\uff1a\u652f\u6301\u4e0e\u73b0\u6709BMS\uff08\u697c\u5b87\u7ba1\u7406\u7cfb\u7edf\uff09\u3001MES\u7cfb\u7edf\u5bf9\u63a5\uff1b<\/li>\n<li><strong>\u56fd\u4ea7\u5316\u7387\u9ad8<\/strong>\uff1a\u6838\u5fc3\u4f20\u611f\u5668\u4e0eMCU\u5747\u91c7\u7528\u56fd\u5185\u54c1\u724c\uff08\u5982\u76db\u601d\u9510\u3001\u4e50\u946b\uff09\uff0c\u7b26\u5408\u4fe1\u521b\u8981\u6c42\u3002<\/li>\n<\/ol>\n<hr \/>\n<h2>\u5b89\u88c5\u4e0e\u7ef4\u62a4\u89c4\u8303<\/h2>\n<h3>\u5b89\u88c5\u8981\u70b9<\/h3>\n<ol>\n<li>\u538b\u5dee\u4f20\u611f\u5668\u53d6\u538b\u7ba1\u5e94\u5782\u76f4\u5b89\u88c5\uff0c\u907f\u514d\u6c14\u6ce1\u79ef\u805a\uff1b<\/li>\n<li>\u4f20\u611f\u5668\u63a2\u5934\u8fdc\u79bb\u98ce\u673a\u76f4\u5439\u533a\u57df\uff0c\u9632\u6b62\u6e4d\u6d41\u5e72\u6270\uff1b<\/li>\n<li>\u901a\u4fe1\u7ebf\u8def\u9700\u5c4f\u853d\u5904\u7406\uff0c\u907f\u514d\u7535\u78c1\u5e72\u6270\uff1b<\/li>\n<li>\u8bbe\u5907IP\u5730\u5740\u6216\u8bbe\u5907ID\u9700\u7edf\u4e00\u767b\u8bb0\u5907\u6848\u3002<\/li>\n<\/ol>\n<h3>\u65e5\u5e38\u7ef4\u62a4<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u9879\u76ee<\/th>\n<th>\u5468\u671f<\/th>\n<th>\u5185\u5bb9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4f20\u611f\u5668\u6821\u51c6<\/td>\n<td>\u6bcf6\u4e2a\u6708<\/td>\n<td>\u4f7f\u7528\u6807\u51c6\u538b\u529b\u6e90\u6821\u9a8c\u538b\u5dee\u4f20\u611f\u5668<\/td>\n<\/tr>\n<tr>\n<td>\u6ee4\u7f51\u6e05\u6d01<\/td>\n<td>\u6bcf3\u4e2a\u6708<\/td>\n<td>\u6e05\u7406\u4f20\u611f\u5668\u8fdb\u6c14\u53e3\u9632\u5c18\u7f51<\/td>\n<\/tr>\n<tr>\n<td>\u8f6f\u4ef6\u66f4\u65b0<\/td>\n<td>\u6bcf\u5b63\u5ea6<\/td>\n<td>\u5347\u7ea7\u56fa\u4ef6\u4e0eAI\u6a21\u578b\u7248\u672c<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u5907\u4efd<\/td>\n<td>\u6bcf\u6708<\/td>\n<td>\u5bfc\u51fa\u5386\u53f2\u6570\u636e\u81f3\u672c\u5730\u670d\u52a1\u5668<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2>\u6280\u672f\u6311\u6218\u4e0e\u89e3\u51b3\u65b9\u6848<\/h2>\n<h3>\u6311\u6218\u4e00\uff1a\u538b\u5dee\u6ce2\u52a8\u5e72\u6270<\/h3>\n<p>\u5728\u98ce\u673a\u542f\u505c\u77ac\u95f4\uff0c\u538b\u5dee\u53ef\u80fd\u51fa\u73b0\u77ac\u65f6\u8df3\u53d8\uff0c\u6613\u8bef\u5224\u4e3a\u5835\u585e\u3002<\/p>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5f15\u5165\u52a8\u6001\u9608\u503c\u7b97\u6cd5\uff0c\u7ed3\u5408\u98ce\u673a\u8fd0\u884c\u72b6\u6001\u4fe1\u53f7\uff08DI\u8f93\u5165\uff09\uff0c\u5728\u542f\u505c\u671f\u95f4\u5c4f\u853d\u5f02\u5e38\u6570\u636e\u3002<\/p>\n<h3>\u6311\u6218\u4e8c\uff1a\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3<\/h3>\n<p>\u4e0d\u540c\u5382\u533a\u3001\u4e0d\u540c\u9001\u98ce\u91cf\u6761\u4ef6\u4e0b\uff0c\u538b\u5dee\u589e\u957f\u66f2\u7ebf\u5dee\u5f02\u5927\u3002<\/p>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u91c7\u7528\u8fc1\u79fb\u5b66\u4e60\uff08Transfer Learning\uff09\u7b56\u7565\uff0c\u5148\u5728\u901a\u7528\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u57fa\u7840\u6a21\u578b\uff0c\u518d\u9488\u5bf9\u5177\u4f53\u573a\u666f\u8fdb\u884c\u5fae\u8c03\uff0c\u63d0\u5347\u9002\u5e94\u6027\u3002<\/p>\n<p><em>\u53c2\u8003\uff1aPan &amp; Yang (2010) &quot;A Survey on Transfer Learning&quot; IEEE TKDE<\/em><\/p>\n<h3>\u6311\u6218\u4e09\uff1a\u8001\u65e7\u5382\u623f\u5e03\u7ebf\u56f0\u96be<\/h3>\n<p>\u90e8\u5206\u8001\u5382\u7f3a\u4e4f\u7f51\u7edc\u57fa\u7840\u8bbe\u65bd\uff0c\u96be\u4ee5\u90e8\u7f72\u6709\u7ebf\u7cfb\u7edf\u3002<\/p>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u63a8\u5e7f\u65e0\u7ebf\u7ec4\u7f51\u65b9\u6848\uff0c\u91c7\u7528LoRa\u81ea\u7ec4\u7f51\u6216NB-IoT\u72ec\u7acb\u901a\u4fe1\uff0c\u65e0\u9700\u989d\u5916\u5e03\u7ebf\u3002<\/p>\n<hr \/>\n<h2>\u884c\u4e1a\u6807\u51c6\u4e0e\u5408\u89c4\u6027<\/h2>\n<p>\u672c\u7cfb\u7edf\u8bbe\u8ba1\u9075\u5faa\u4ee5\u4e0b\u56fd\u5185\u5916\u6807\u51c6\uff1a<\/p>\n<ul>\n<li>GB 50073-2013\u300a\u6d01\u51c0\u5382\u623f\u8bbe\u8ba1\u89c4\u8303\u300b<\/li>\n<li>ISO 14644-1:2015\u300a\u6d01\u51c0\u5ba4\u53ca\u76f8\u5173\u53d7\u63a7\u73af\u5883 \u7b2c1\u90e8\u5206\uff1a\u7a7a\u6c14\u6d01\u51c0\u5ea6\u5206\u7ea7\u300b<\/li>\n<li>ANSI\/ASHRAE Standard 52.2-2017\u300a\u4e00\u822c\u901a\u98ce\u7a7a\u6c14\u8fc7\u6ee4\u5668\u6d4b\u8bd5\u65b9\u6cd5\u300b<\/li>\n<li>GB\/T 14295-2019\u300a\u7a7a\u6c14\u8fc7\u6ee4\u5668\u300b<\/li>\n<\/ul>\n<p>\u7cfb\u7edf\u8bb0\u5f55\u7684\u6570\u636e\u53ef\u7528\u4e8eISO\u8d28\u91cf\u7ba1\u7406\u4f53\u7cfb\u5ba1\u6838\uff0c\u63d0\u4f9b\u53ef\u8ffd\u6eaf\u7684\u7ef4\u62a4\u8bc1\u636e\u3002<\/p>\n<hr \/>\n<h2>\u7ecf\u6d4e\u6548\u76ca\u5206\u6790<\/h2>\n<p>\u4ee5\u4e00\u4e2a\u62e5\u670950\u4e2a\u521d\u6548\u8fc7\u6ee4\u5668\u5355\u5143\u7684\u4e2d\u578b\u65e0\u5c18\u5ba4\u4e3a\u4f8b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9879\u76ee<\/th>\n<th>\u6570\u503c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5355\u4e2a\u8fc7\u6ee4\u5668\u4ef7\u683c<\/td>\n<td>300\u5143<\/td>\n<\/tr>\n<tr>\n<td>\u4eba\u5de5\u66f4\u6362\u6210\u672c\/\u6b21<\/td>\n<td>100\u5143<\/td>\n<\/tr>\n<tr>\n<td>\u5e74\u56fa\u5b9a\u66f4\u6362\u6b21\u6570<\/td>\n<td>4\u6b21<\/td>\n<\/tr>\n<tr>\n<td>\u5e74\u603b\u6210\u672c<\/td>\n<td>(300+100)\u00d750\u00d74 = 80,000\u5143<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u91c7\u7528\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u540e\uff1a<\/p>\n<ul>\n<li>\u66f4\u6362\u9891\u6b21\u964d\u81f32.5\u6b21\/\u5e74\uff1b<\/li>\n<li>\u603b\u6210\u672c\uff1a(300+100)\u00d750\u00d72.5 = 50,000\u5143\uff1b<\/li>\n<li>\u5e74\u8282\u7ea6\uff1a30,000\u5143\uff1b<\/li>\n<li>\u7cfb\u7edf\u6295\u8d44\uff1a\u7ea66\u4e07\u5143\uff08\u542b\u786c\u4ef6\u3001\u8f6f\u4ef6\u3001\u5b89\u88c5\uff09\uff1b<\/li>\n<li>\u6295\u8d44\u56de\u6536\u671f\uff1a\u7ea62\u5e74\u3002<\/li>\n<\/ul>\n<p>\u6b64\u5916\uff0c\u56e0\u51cf\u5c11\u505c\u673a\u5e26\u6765\u7684\u95f4\u63a5\u6536\u76ca\uff08\u5982\u4ea7\u80fd\u63d0\u5347\u3001\u826f\u7387\u6539\u5584\uff09\u66f4\u4e3a\u53ef\u89c2\u3002<\/p>\n<hr \/>\n<h2>\u672a\u6765\u53d1\u5c55\u65b9\u5411<\/h2>\n<ol>\n<li><strong>\u4e0e\u6570\u5b57\u5b6a\u751f\u6280\u672f\u878d\u5408<\/strong>\uff1a\u6784\u5efa\u65e0\u5c18\u5ba4\u7a7a\u6c14\u5904\u7406\u7cfb\u7edf\u865a\u62df\u6a21\u578b\uff0c\u5b9e\u73b0\u5168\u751f\u547d\u5468\u671f\u4eff\u771f\uff1b<\/li>\n<li><strong>\u5f15\u5165\u56fe\u50cf\u8bc6\u522b<\/strong>\uff1a\u901a\u8fc7\u6444\u50cf\u5934\u5b9a\u671f\u62cd\u6444\u8fc7\u6ee4\u5668\u8868\u9762\uff0c\u7ed3\u5408AI\u5224\u65ad\u79ef\u5c18\u7a0b\u5ea6\uff1b<\/li>\n<li><strong>\u78b3\u8db3\u8ff9\u8ffd\u8e2a<\/strong>\uff1a\u7edf\u8ba1\u8fc7\u6ee4\u5668\u66f4\u6362\u5e26\u6765\u7684\u5e9f\u5f03\u7269\u4e0e\u80fd\u8017\uff0c\u52a9\u529b\u4f01\u4e1a\u5b9e\u73b0\u53cc\u78b3\u76ee\u6807\uff1b<\/li>\n<li><strong>\u8054\u90a6\u5b66\u4e60\u5e94\u7528<\/strong>\uff1a\u5728\u591a\u4e2a\u5382\u533a\u95f4\u5171\u4eab\u6a21\u578b\u8bad\u7ec3\u6210\u679c\uff0c\u800c\u4e0d\u6cc4\u9732\u539f\u59cb\u6570\u636e\uff0c\u63d0\u5347\u6574\u4f53\u9884\u6d4b\u80fd\u529b\u3002<\/li>\n<\/ol>\n<hr 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