{"id":15872,"date":"2025-06-30T14:28:36","date_gmt":"2025-06-30T06:28:36","guid":{"rendered":"https:\/\/www.textile-fabric.com\/?p=15872"},"modified":"2025-06-30T14:28:36","modified_gmt":"2025-06-30T06:28:36","slug":"%e7%87%83%e6%b0%94%e8%bd%ae%e6%9c%ba%e9%98%b2%e6%8a%a4%e8%bf%87%e6%bb%a4%e5%99%a8%e7%bb%b4%e6%8a%a4%e5%91%a8%e6%9c%9f%e4%bc%98%e5%8c%96%e4%b8%8e%e6%99%ba%e8%83%bd%e7%9b%91%e6%8e%a7%e6%96%b9%e6%a1%88","status":"publish","type":"post","link":"https:\/\/www.textile-fabric.com\/?p=15872","title":{"rendered":"\u71c3\u6c14\u8f6e\u673a\u9632\u62a4\u8fc7\u6ee4\u5668\u7ef4\u62a4\u5468\u671f\u4f18\u5316\u4e0e\u667a\u80fd\u76d1\u63a7\u65b9\u6848"},"content":{"rendered":"<h1>\u71c3\u6c14\u8f6e\u673a\u9632\u62a4\u8fc7\u6ee4\u5668\u7ef4\u62a4\u5468\u671f\u4f18\u5316\u4e0e\u667a\u80fd\u76d1\u63a7\u65b9\u6848<\/h1>\n<h2>\u5f15\u8a00<\/h2>\n<p>\u71c3\u6c14\u8f6e\u673a\u4f5c\u4e3a\u73b0\u4ee3\u80fd\u6e90\u7cfb\u7edf\u4e2d\u7684\u5173\u952e\u8bbe\u5907\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u53d1\u7535\u3001\u822a\u7a7a\u63a8\u8fdb\u4ee5\u53ca\u5de5\u4e1a\u52a8\u529b\u7b49\u9886\u57df\u3002\u5176\u8fd0\u884c\u6548\u7387\u548c\u53ef\u9760\u6027\u76f4\u63a5\u5f71\u54cd\u6574\u4e2a\u7cfb\u7edf\u7684\u6027\u80fd\u548c\u7ecf\u6d4e\u6027\u3002\u5728\u71c3\u6c14\u8f6e\u673a\u7684\u8fd0\u884c\u8fc7\u7a0b\u4e2d\uff0c\u7a7a\u6c14\u8fc7\u6ee4\u7cfb\u7edf\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u5c24\u5176\u662f\u9632\u62a4\u8fc7\u6ee4\u5668\uff08Protective Filter\uff09\uff0c\u5176\u4e3b\u8981\u529f\u80fd\u662f\u9632\u6b62\u7070\u5c18\u3001\u9897\u7c92\u7269\u53ca\u5176\u4ed6\u6c61\u67d3\u7269\u8fdb\u5165\u71c3\u70e7\u5ba4\uff0c\u4ece\u800c\u4fdd\u62a4\u538b\u6c14\u673a\u53f6\u7247\u3001\u71c3\u70e7\u5ba4\u548c\u6da1\u8f6e\u90e8\u4ef6\uff0c\u5ef6\u957f\u8bbe\u5907\u5bff\u547d\u5e76\u63d0\u9ad8\u8fd0\u884c\u6548\u7387\u3002<\/p>\n<p>\u7136\u800c\uff0c\u4f20\u7edf\u7684\u71c3\u6c14\u8f6e\u673a\u9632\u62a4\u8fc7\u6ee4\u5668\u7ef4\u62a4\u65b9\u5f0f\u5f80\u5f80\u4f9d\u8d56\u4e8e\u56fa\u5b9a\u5468\u671f\u66f4\u6362\u6216\u4eba\u5de5\u5de1\u68c0\u5224\u65ad\uff0c\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u4ec5\u53ef\u80fd\u5bfc\u81f4\u8d44\u6e90\u6d6a\u8d39\uff08\u5982\u8fc7\u65e9\u66f4\u6362\u6ee4\u82af\uff09\u6216\u5b89\u5168\u9690\u60a3\uff08\u5982\u6ee4\u82af\u5931\u6548\u672a\u53ca\u65f6\u53d1\u73b0\uff09\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u79d1\u5b66\u5408\u7406\u5730\u4f18\u5316\u9632\u62a4\u8fc7\u6ee4\u5668\u7684\u7ef4\u62a4\u5468\u671f\uff0c\u5e76\u7ed3\u5408\u667a\u80fd\u76d1\u63a7\u6280\u672f\u5b9e\u73b0\u72b6\u6001\u611f\u77e5\u548c\u9884\u6d4b\u6027\u7ef4\u62a4\uff0c\u5df2\u6210\u4e3a\u5f53\u524d\u71c3\u6c14\u8f6e\u673a\u8fd0\u7ef4\u7ba1\u7406\u7684\u91cd\u8981\u7814\u7a76\u65b9\u5411\u3002<\/p>\n<p>\u672c\u6587\u5c06\u56f4\u7ed5\u71c3\u6c14\u8f6e\u673a\u9632\u62a4\u8fc7\u6ee4\u5668\u7684\u529f\u80fd\u7279\u6027\u3001\u4f20\u7edf\u7ef4\u62a4\u65b9\u5f0f\u7684\u5c40\u9650\u6027\u3001\u7ef4\u62a4\u5468\u671f\u4f18\u5316\u7b56\u7565\u53ca\u667a\u80fd\u76d1\u63a7\u65b9\u6848\u8fdb\u884c\u6df1\u5165\u63a2\u8ba8\uff0c\u65e8\u5728\u4e3a\u71c3\u6c14\u8f6e\u673a\u8fd0\u884c\u7ba1\u7406\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u548c\u6280\u672f\u652f\u6301\u3002<\/p>\n<hr \/>\n<h2>\u4e00\u3001\u71c3\u6c14\u8f6e\u673a\u9632\u62a4\u8fc7\u6ee4\u5668\u6982\u8ff0<\/h2>\n<h3>1.1 \u9632\u62a4\u8fc7\u6ee4\u5668\u7684\u4f5c\u7528<\/h3>\n<p>\u71c3\u6c14\u8f6e\u673a\u5728\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u5438\u5165\u5927\u91cf\u7a7a\u6c14\u7528\u4e8e\u71c3\u70e7\u8fc7\u7a0b\uff0c\u7a7a\u6c14\u4e2d\u6240\u542b\u7684\u7070\u5c18\u3001\u76d0\u5206\u3001\u82b1\u7c89\u3001\u5fae\u751f\u7269\u7b49\u6742\u8d28\u82e5\u4e0d\u52a0\u4ee5\u5904\u7406\uff0c\u53ef\u80fd\u5bf9\u673a\u7ec4\u9020\u6210\u4e25\u91cd\u635f\u5bb3\u3002\u9632\u62a4\u8fc7\u6ee4\u5668\u7684\u4e3b\u8981\u4f5c\u7528\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u53bb\u9664\u9897\u7c92\u7269<\/strong>\uff1a\u62e6\u622a\u7a7a\u6c14\u4e2d\u7c92\u5f84\u5927\u4e8e\u4e00\u5b9a\u6807\u51c6\u7684\u9897\u7c92\uff0c\u9632\u6b62\u5176\u8fdb\u5165\u538b\u6c14\u673a\uff1b<\/li>\n<li><strong>\u9632\u6f6e\u9632\u8150<\/strong>\uff1a\u90e8\u5206\u9ad8\u7aef\u6ee4\u82af\u5177\u5907\u5438\u6e7f\u529f\u80fd\uff0c\u9632\u6b62\u6c34\u5206\u8150\u8680\u91d1\u5c5e\u90e8\u4ef6\uff1b<\/li>\n<li><strong>\u964d\u4f4e\u538b\u635f<\/strong>\uff1a\u7ef4\u6301\u5408\u7406\u7684\u8fdb\u6c14\u538b\u529b\uff0c\u4fdd\u969c\u71c3\u70e7\u6548\u7387\uff1b<\/li>\n<li><strong>\u5ef6\u957f\u8bbe\u5907\u5bff\u547d<\/strong>\uff1a\u51cf\u5c11\u53f6\u7247\u78e8\u635f\u548c\u70ed\u5e94\u529b\u635f\u4f24\uff0c\u63d0\u5347\u6574\u673a\u4f7f\u7528\u5bff\u547d\u3002<\/li>\n<\/ul>\n<h3>1.2 \u4e3b\u8981\u7c7b\u578b\u4e0e\u4ea7\u54c1\u53c2\u6570<\/h3>\n<p>\u6839\u636e\u4f7f\u7528\u573a\u666f\u548c\u8fc7\u6ee4\u7cbe\u5ea6\u7684\u4e0d\u540c\uff0c\u71c3\u6c14\u8f6e\u673a\u9632\u62a4\u8fc7\u6ee4\u5668\u53ef\u5206\u4e3a\u4ee5\u4e0b\u51e0\u7c7b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7c7b\u578b<\/th>\n<th>\u8fc7\u6ee4\u7b49\u7ea7<\/th>\n<th>\u6750\u8d28<\/th>\n<th>\u5e94\u7528\u573a\u666f<\/th>\n<th>\u5178\u578b\u54c1\u724c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u521d\u6548\u8fc7\u6ee4\u5668<\/td>\n<td>G3-G4<\/td>\n<td>\u5408\u6210\u7ea4\u7ef4<\/td>\n<td>\u6237\u5916\u9884\u5904\u7406<\/td>\n<td>Camfil\u3001AAF<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u6548\u8fc7\u6ee4\u5668<\/td>\n<td>F7-F9<\/td>\n<td>\u73bb\u7483\u7ea4\u7ef4\/\u5408\u6210\u6750\u6599<\/td>\n<td>\u524d\u7ea7\u4fdd\u62a4<\/td>\n<td>Parker Hannifin<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u6548\u8fc7\u6ee4\u5668<\/td>\n<td>H10-H14<\/td>\n<td>HEPA\u73bb\u7ea4\u819c<\/td>\n<td>\u5173\u952e\u90e8\u4f4d\u4fdd\u62a4<\/td>\n<td>Donaldson\u3001Mann+Hummel<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote>\n<p>\u88681\uff1a\u71c3\u6c14\u8f6e\u673a\u5e38\u7528\u9632\u62a4\u8fc7\u6ee4\u5668\u5206\u7c7b\u53ca\u53c2\u6570\uff08\u53c2\u8003Camfil\u4ea7\u54c1\u624b\u518c\uff09<\/p>\n<\/blockquote>\n<p>\u4e0d\u540c\u5382\u5bb6\u7684\u6ee4\u82af\u8bbe\u8ba1\u53c2\u6570\u7565\u6709\u5dee\u5f02\uff0c\u4f46\u4e00\u822c\u5747\u9700\u6ee1\u8db3\u5982\u4e0b\u57fa\u672c\u8981\u6c42\uff1a<\/p>\n<ul>\n<li>\u5de5\u4f5c\u6e29\u5ea6\u8303\u56f4\uff1a-30\u2103 ~ +80\u2103<\/li>\n<li>\u6700\u5927\u538b\u5dee\u62a5\u8b66\u503c\uff1a\u901a\u5e38\u8bbe\u5b9a\u4e3a250 Pa~500 Pa<\/li>\n<li>\u989d\u5b9a\u98ce\u91cf\uff1a\u6839\u636e\u71c3\u6c14\u8f6e\u673a\u578b\u53f7\u5b9a\u5236\uff0c\u5e38\u89c1\u4e3a10,000~50,000 m\u00b3\/h<\/li>\n<li>\u4f7f\u7528\u5bff\u547d\uff1a\u5e38\u89c4\u66f4\u6362\u5468\u671f\u4e3a6~12\u4e2a\u6708\uff0c\u5177\u4f53\u89c6\u73af\u5883\u800c\u5b9a<\/li>\n<\/ul>\n<hr \/>\n<h2>\u4e8c\u3001\u4f20\u7edf\u7ef4\u62a4\u65b9\u5f0f\u53ca\u5176\u5c40\u9650\u6027\u5206\u6790<\/h2>\n<h3>2.1 \u56fa\u5b9a\u5468\u671f\u66f4\u6362\u6cd5<\/h3>\n<p>\u76ee\u524d\u591a\u6570\u7535\u5382\u91c7\u7528\u57fa\u4e8e\u65f6\u95f4\u7684\u5b9a\u671f\u66f4\u6362\u7b56\u7565\uff0c\u5373\u6309\u7167\u5236\u9020\u5546\u5efa\u8bae\u6216\u5386\u53f2\u7ecf\u9a8c\u6bcf6\u4e2a\u6708\u6216\u6bcf\u5e74\u66f4\u6362\u4e00\u6b21\u6ee4\u82af\u3002\u8be5\u65b9\u6cd5\u64cd\u4f5c\u7b80\u5355\uff0c\u6613\u4e8e\u7ba1\u7406\uff0c\u4f46\u5b58\u5728\u660e\u663e\u7f3a\u9677\uff1a<\/p>\n<ul>\n<li><strong>\u8d44\u6e90\u6d6a\u8d39<\/strong>\uff1a\u5728\u7a7a\u6c14\u8d28\u91cf\u8f83\u597d\u7684\u5730\u533a\uff0c\u6ee4\u82af\u5b9e\u9645\u4f7f\u7528\u5bff\u547d\u8fdc\u8d85\u9884\u671f\uff1b<\/li>\n<li><strong>\u6f5c\u5728\u98ce\u9669<\/strong>\uff1a\u5728\u9ad8\u6c61\u67d3\u73af\u5883\u4e0b\uff0c\u6ee4\u82af\u53ef\u80fd\u63d0\u524d\u5835\u585e\uff0c\u5bfc\u81f4\u538b\u635f\u5347\u9ad8\u751a\u81f3\u5f15\u53d1\u6545\u969c\uff1b<\/li>\n<li><strong>\u7f3a\u4e4f\u7075\u6d3b\u6027<\/strong>\uff1a\u65e0\u6cd5\u9002\u5e94\u5b63\u8282\u53d8\u5316\u3001\u6c14\u5019\u6ce2\u52a8\u7b49\u56e0\u7d20\u7684\u5f71\u54cd\u3002<\/li>\n<\/ul>\n<h3>2.2 \u4eba\u5de5\u5de1\u68c0\u4e0e\u76ee\u89c6\u68c0\u67e5<\/h3>\n<p>\u4e00\u4e9b\u7535\u5382\u4ecd\u4f9d\u8d56\u4eba\u5de5\u5de1\u68c0\u5224\u65ad\u6ee4\u82af\u72b6\u6001\uff0c\u4f8b\u5982\u901a\u8fc7\u89c2\u5bdf\u538b\u5dee\u8868\u3001\u989c\u8272\u53d8\u5316\u6216\u6c14\u5473\u5224\u65ad\u662f\u5426\u9700\u8981\u66f4\u6362\u3002\u6b64\u7c7b\u65b9\u6cd5\u4e3b\u89c2\u6027\u5f3a\uff0c\u6613\u53d7\u4eba\u4e3a\u56e0\u7d20\u5f71\u54cd\uff0c\u96be\u4ee5\u4fdd\u8bc1\u5224\u65ad\u51c6\u786e\u6027\u3002<\/p>\n<h3>2.3 \u7f3a\u4e4f\u6570\u636e\u652f\u6491<\/h3>\n<p>\u4f20\u7edf\u7ef4\u62a4\u65b9\u5f0f\u666e\u904d\u7f3a\u4e4f\u5b9e\u65f6\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\u80fd\u529b\uff0c\u65e0\u6cd5\u5f62\u6210\u5b8c\u6574\u7684\u7ef4\u62a4\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\uff0c\u5bfc\u81f4\u7ef4\u62a4\u7b56\u7565\u6ede\u540e\u3001\u54cd\u5e94\u8fdf\u7f13\u3002<\/p>\n<hr \/>\n<h2>\u4e09\u3001\u7ef4\u62a4\u5468\u671f\u4f18\u5316\u7b56\u7565<\/h2>\n<p>\u4e3a\u4e86\u63d0\u9ad8\u71c3\u6c14\u8f6e\u673a\u9632\u62a4\u8fc7\u6ee4\u5668\u7684\u8fd0\u7ef4\u6548\u7387\uff0c\u5e94\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u5165\u624b\uff0c\u5b9e\u73b0\u7ef4\u62a4\u5468\u671f\u7684\u79d1\u5b66\u4f18\u5316\uff1a<\/p>\n<h3>3.1 \u57fa\u4e8e\u538b\u5dee\u76d1\u6d4b\u7684\u52a8\u6001\u66f4\u6362\u7b56\u7565<\/h3>\n<p>\u71c3\u6c14\u8f6e\u673a\u8fdb\u6c14\u7cfb\u7edf\u4e2d\u901a\u5e38\u914d\u5907\u6709\u538b\u5dee\u4f20\u611f\u5668\uff0c\u7528\u4e8e\u6d4b\u91cf\u6ee4\u82af\u4e24\u4fa7\u7684\u538b\u529b\u5dee\u3002\u5f53\u538b\u5dee\u8d85\u8fc7\u8bbe\u5b9a\u9608\u503c\u65f6\uff0c\u8bf4\u660e\u6ee4\u82af\u5df2\u63a5\u8fd1\u9971\u548c\uff0c\u9700\u53ca\u65f6\u66f4\u6362\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6ee4\u82af\u7c7b\u578b<\/th>\n<th>\u63a8\u8350\u538b\u5dee\u9608\u503c\uff08Pa\uff09<\/th>\n<th>\u66f4\u6362\u5efa\u8bae<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u521d\u6548\u8fc7\u6ee4\u5668<\/td>\n<td>\u2264250<\/td>\n<td>\u2265250\u65f6\u66f4\u6362<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u6548\u8fc7\u6ee4\u5668<\/td>\n<td>\u2264350<\/td>\n<td>\u2265350\u65f6\u66f4\u6362<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u6548\u8fc7\u6ee4\u5668<\/td>\n<td>\u2264500<\/td>\n<td>\u2265500\u65f6\u66f4\u6362<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote>\n<p>\u88682\uff1a\u4e0d\u540c\u7ea7\u522b\u6ee4\u82af\u63a8\u8350\u538b\u5dee\u66f4\u6362\u9608\u503c\uff08\u53c2\u8003Donaldson\u6280\u672f\u6587\u6863\uff09<\/p>\n<\/blockquote>\n<p>\u91c7\u7528\u538b\u5dee\u63a7\u5236\u53ef\u6709\u6548\u907f\u514d\u8fc7\u65e9\u66f4\u6362\u6216\u5ef6\u8fdf\u66f4\u6362\u95ee\u9898\uff0c\u63d0\u9ad8\u7ef4\u62a4\u6548\u7387\u3002<\/p>\n<h3>3.2 \u7ed3\u5408\u73af\u5883\u8d28\u91cf\u6307\u6570\uff08AQI\uff09\u8fdb\u884c\u8c03\u6574<\/h3>\n<p>\u7a7a\u6c14\u6c61\u67d3\u6307\u6570\uff08Air Quality Index, AQI\uff09\u662f\u8861\u91cf\u7a7a\u6c14\u6e05\u6d01\u7a0b\u5ea6\u7684\u91cd\u8981\u6307\u6807\u3002\u5728\u9ad8AQI\u5730\u533a\uff08\u5982\u57ce\u5e02\u5de5\u4e1a\u533a\u3001\u6cbf\u6d77\u76d0\u96fe\u533a\u57df\uff09\uff0c\u6ee4\u82af\u8d1f\u8377\u8f83\u5927\uff0c\u7ef4\u62a4\u5468\u671f\u5e94\u76f8\u5e94\u7f29\u77ed\uff1b\u800c\u5728\u4f4eAQI\u5730\u533a\uff08\u5982\u9ad8\u539f\u3001\u6c99\u6f20\u8fb9\u7f18\uff09\uff0c\u5219\u53ef\u9002\u5f53\u5ef6\u957f\u66f4\u6362\u5468\u671f\u3002<\/p>\n<h3>3.3 \u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u9884\u6d4b\u6a21\u578b<\/h3>\n<p>\u8fd1\u5e74\u6765\uff0c\u968f\u7740\u5927\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u7814\u7a76\u5c1d\u8bd5\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5efa\u7acb\u6ee4\u82af\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u6536\u96c6\u5386\u53f2\u538b\u5dee\u3001\u6e29\u6e7f\u5ea6\u3001AQI\u3001\u8fd0\u884c\u65f6\u95f4\u7b49\u6570\u636e\uff0c\u8bad\u7ec3\u56de\u5f52\u6a21\u578b\u6216\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u6765\u9884\u6d4b\u6ee4\u82af\u5269\u4f59\u5bff\u547d\u3002<\/p>\n<p>\u4ee5\u67d0\u71c3\u6c14\u7535\u7ad9\u4e3a\u4f8b\uff0c\u5176\u91c7\u7528LSTM\uff08\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff09\u6a21\u578b\u5bf9\u6ee4\u82af\u72b6\u6001\u8fdb\u884c\u9884\u6d4b\uff0c\u51c6\u786e\u7387\u8fbe\u523092%\u4ee5\u4e0a\uff0c\u663e\u8457\u4f18\u4e8e\u4f20\u7edf\u65b9\u6cd5\uff08Zhang et al., 2021\uff09\u3002<\/p>\n<hr \/>\n<h2>\u56db\u3001\u667a\u80fd\u76d1\u63a7\u65b9\u6848\u8bbe\u8ba1<\/h2>\n<h3>4.1 \u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1<\/h3>\n<p>\u667a\u80fd\u76d1\u63a7\u7cfb\u7edf\u5e94\u7531\u4ee5\u4e0b\u51e0\u4e2a\u6838\u5fc3\u6a21\u5757\u7ec4\u6210\uff1a<\/p>\n<ul>\n<li><strong>\u6570\u636e\u91c7\u96c6\u5c42<\/strong>\uff1a\u5305\u62ec\u538b\u5dee\u4f20\u611f\u5668\u3001\u6e29\u6e7f\u5ea6\u4f20\u611f\u5668\u3001AQI\u4f20\u611f\u5668\u3001\u6d41\u91cf\u8ba1\u7b49\uff1b<\/li>\n<li><strong>\u901a\u4fe1\u5c42<\/strong>\uff1a\u91c7\u7528\u65e0\u7ebf\u4f20\u8f93\u534f\u8bae\uff08\u5982LoRa\u3001NB-IoT\uff09\u6216\u5de5\u4e1a\u4ee5\u592a\u7f51\u5b9e\u73b0\u6570\u636e\u4e0a\u4f20\uff1b<\/li>\n<li><strong>\u6570\u636e\u5206\u6790\u5c42<\/strong>\uff1a\u90e8\u7f72\u8fb9\u7f18\u8ba1\u7b97\u6216\u4e91\u7aef\u670d\u52a1\u5668\u8fdb\u884c\u6570\u636e\u5904\u7406\u4e0e\u6a21\u578b\u63a8\u7406\uff1b<\/li>\n<li><strong>\u7528\u6237\u4ea4\u4e92\u5c42<\/strong>\uff1a\u5f00\u53d1\u53ef\u89c6\u5316\u76d1\u63a7\u5e73\u53f0\uff0c\u63d0\u4f9b\u9884\u8b66\u3001\u62a5\u8868\u3001\u8d8b\u52bf\u5206\u6790\u7b49\u529f\u80fd\u3002<\/li>\n<\/ul>\n<blockquote>\n<p>\u56fe1\uff1a\u71c3\u6c14\u8f6e\u673a\u9632\u62a4\u8fc7\u6ee4\u5668\u667a\u80fd\u76d1\u63a7\u7cfb\u7edf\u67b6\u6784\u793a\u610f\u56fe\uff08\u7565\uff09<\/p>\n<\/blockquote>\n<h3>4.2 \u5173\u952e\u6280\u672f\u5e94\u7528<\/h3>\n<h4>\uff081\uff09\u7269\u8054\u7f51\uff08IoT\uff09\u6280\u672f<\/h4>\n<p>\u901a\u8fc7\u5728\u8fc7\u6ee4\u5668\u4e0a\u5b89\u88c5IoT\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u8fdc\u7a0b\u5b9e\u65f6\u76d1\u6d4b\u3002\u4f8b\u5982\uff0c\u91c7\u7528Modbus RTU\u534f\u8bae\u63a5\u5165PLC\u7cfb\u7edf\uff0c\u5b9e\u73b0\u4e0eDCS\u7cfb\u7edf\u8054\u52a8\u3002<\/p>\n<h4>\uff082\uff09\u8fb9\u7f18\u8ba1\u7b97\u4e0e\u4e91\u5e73\u53f0\u878d\u5408<\/h4>\n<p>\u5bf9\u4e8e\u5927\u578b\u71c3\u6c14\u7535\u7ad9\uff0c\u53ef\u5728\u672c\u5730\u90e8\u7f72\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9\u8fdb\u884c\u521d\u6b65\u6570\u636e\u5904\u7406\uff0c\u518d\u5c06\u5173\u952e\u6570\u636e\u4e0a\u4f20\u81f3\u4e91\u7aef\u5e73\u53f0\uff0c\u5b9e\u73b0\u96c6\u4e2d\u7ba1\u7406\u548c\u8fdc\u7a0b\u8bca\u65ad\u3002<\/p>\n<h4>\uff083\uff09\u6570\u5b57\u5b6a\u751f\uff08Digital Twin\uff09<\/h4>\n<p>\u6784\u5efa\u71c3\u6c14\u8f6e\u673a\u8fdb\u6c14\u7cfb\u7edf\u7684\u6570\u5b57\u5b6a\u751f\u6a21\u578b\uff0c\u6a21\u62df\u6ee4\u82af\u72b6\u6001\u53d8\u5316\uff0c\u8f85\u52a9\u5236\u5b9a\u66f4\u7cbe\u51c6\u7684\u7ef4\u62a4\u8ba1\u5212\u3002<\/p>\n<h3>4.3 \u5b9e\u65bd\u6848\u4f8b\u5206\u6790<\/h3>\n<h4>\u6848\u4f8b\u4e00\uff1a\u67d0\u6cbf\u6d77\u71c3\u6c14\u7535\u7ad9\u7684\u5e94\u7528<\/h4>\n<p>\u8be5\u7535\u7ad9\u4f4d\u4e8e\u4e2d\u56fd\u4e1c\u5357\u6cbf\u6d77\uff0c\u5e38\u5e74\u53d7\u5230\u6d77\u76d0\u4fb5\u8680\u5f71\u54cd\uff0c\u6ee4\u82af\u66f4\u6362\u9891\u7387\u8f83\u9ad8\u3002\u5f15\u5165\u667a\u80fd\u76d1\u63a7\u7cfb\u7edf\u540e\uff0c\u5b9e\u73b0\u4e86\u4ee5\u4e0b\u6210\u6548\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th>\u6539\u9020\u524d<\/th>\n<th>\u6539\u9020\u540e<\/th>\n<th>\u63d0\u5347\u5e45\u5ea6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5e73\u5747\u66f4\u6362\u5468\u671f<\/td>\n<td>6\u4e2a\u6708<\/td>\n<td>8.2\u4e2a\u6708<\/td>\n<td>+37%<\/td>\n<\/tr>\n<tr>\n<td>\u7ef4\u62a4\u6210\u672c\u4e0b\u964d<\/td>\n<td>\u2014<\/td>\n<td>\u964d\u4f4e\u7ea622%<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>\u6545\u969c\u7387\u4e0b\u964d<\/td>\n<td>1.5\u6b21\/\u5e74<\/td>\n<td>0.3\u6b21\/\u5e74<\/td>\n<td>-80%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote>\n<p>\u88683\uff1a\u667a\u80fd\u76d1\u63a7\u7cfb\u7edf\u5b9e\u65bd\u524d\u540e\u5bf9\u6bd4\uff08\u6570\u636e\u6765\u6e90\uff1a\u300a\u4e2d\u56fd\u7535\u529b\u79d1\u6280\u300b2022\u5e74\u7b2c5\u671f\uff09<\/p>\n<\/blockquote>\n<h4>\u6848\u4f8b\u4e8c\uff1a\u6b27\u6d32\u67d0\u8054\u5408\u5faa\u73af\u7535\u7ad9\u7684AI\u9884\u6d4b\u7cfb\u7edf<\/h4>\n<p>\u8be5\u7535\u7ad9\u91c7\u7528AI\u9a71\u52a8\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\u7cfb\u7edf\uff0c\u7ed3\u5408\u6c14\u8c61\u6570\u636e\u4e0e\u5386\u53f2\u8fd0\u7ef4\u8bb0\u5f55\uff0c\u5b9e\u73b0\u6ee4\u82af\u5bff\u547d\u9884\u6d4b\u8bef\u5dee\u5c0f\u4e8e\u00b15\u5929\uff0c\u5927\u5e45\u63d0\u9ad8\u4e86\u7ef4\u62a4\u54cd\u5e94\u901f\u5ea6\u4e0e\u8d44\u6e90\u5229\u7528\u7387\uff08Schneider et al., 2020\uff09\u3002<\/p>\n<hr \/>\n<h2>\u4e94\u3001\u56fd\u5185\u5916\u76f8\u5173\u7814\u7a76\u8fdb\u5c55<\/h2>\n<h3>5.1 \u56fd\u5185\u7814\u7a76\u73b0\u72b6<\/h3>\n<p>\u56fd\u5185\u5b66\u8005\u8fd1\u5e74\u6765\u5728\u71c3\u6c14\u8f6e\u673a\u8fc7\u6ee4\u7cfb\u7edf\u667a\u80fd\u5316\u65b9\u9762\u53d6\u5f97\u4e86\u4e00\u7cfb\u5217\u6210\u679c\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\u5317\u4eac\u4ea4\u901a\u5927\u5b66\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u6ee4\u82af\u72b6\u6001\u8bc6\u522b\u65b9\u6cd5\uff0c\u7ed3\u5408\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u63d0\u53d6\u56fe\u50cf\u7279\u5f81\uff0c\u5b9e\u73b0\u6ee4\u82af\u8868\u9762\u6c61\u635f\u7a0b\u5ea6\u81ea\u52a8\u8bc4\u4f30\uff08Wang et al., 2020\uff09\uff1b<\/li>\n<li>\u534e\u5317\u7535\u529b\u5927\u5b66\u5f00\u5c55\u4e86\u57fa\u4e8e\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u6ee4\u82af\u5bff\u547d\u9884\u6d4b\u7814\u7a76\uff0c\u6784\u5efa\u4e86\u591a\u53d8\u91cf\u6982\u7387\u6a21\u578b\uff08Li &amp; Zhao, 2021\uff09\uff1b<\/li>\n<li>\u4e0a\u6d77\u7535\u6c14\u96c6\u56e2\u5728\u5176\u71c3\u673a\u7535\u7ad9\u4e2d\u8bd5\u70b9\u90e8\u7f72\u4e86\u57fa\u4e8e5G\u7684\u8fdc\u7a0b\u76d1\u63a7\u5e73\u53f0\uff0c\u5b9e\u73b0\u6ee4\u82af\u72b6\u6001\u7684\u5b9e\u65f6\u63a8\u9001\u4e0e\u9884\u8b66\uff08SEPCO, 2023\uff09\u3002<\/li>\n<\/ul>\n<h3>5.2 \u56fd\u9645\u7814\u7a76\u8fdb\u5c55<\/h3>\n<p>\u56fd\u5916\u5728\u71c3\u6c14\u8f6e\u673a\u667a\u80fd\u7ef4\u62a4\u9886\u57df\u7684\u7814\u7a76\u8d77\u6b65\u8f83\u65e9\uff0c\u5df2\u6709\u8f83\u591a\u6210\u719f\u6848\u4f8b\uff1a<\/p>\n<ul>\n<li><strong>\u7f8e\u56fdGE\u516c\u53f8<\/strong>\u5728\u5176HA\u7cfb\u5217\u71c3\u6c14\u8f6e\u673a\u4e2d\u96c6\u6210\u4e86Predix\u5e73\u53f0\uff0c\u5b9e\u73b0\u5bf9\u8fdb\u6c14\u7cfb\u7edf\u5168\u9762\u76d1\u63a7\uff08GE Power, 2019\uff09\uff1b<\/li>\n<li><strong>\u5fb7\u56fd\u897f\u95e8\u5b50<\/strong>\u63a8\u51faSimatic S7-1500\u7cfb\u5217\u63a7\u5236\u5668\uff0c\u652f\u6301\u5728\u7ebf\u6ee4\u82af\u72b6\u6001\u8bca\u65ad\uff08Siemens AG, 2021\uff09\uff1b<\/li>\n<li><strong>\u65e5\u672c\u4e09\u83f1\u91cd\u5de5<\/strong>\u5f00\u53d1\u4e86\u57fa\u4e8e\u632f\u52a8\u4fe1\u53f7\u5206\u6790\u7684\u6ee4\u82af\u5835\u585e\u68c0\u6d4b\u7b97\u6cd5\uff0c\u63d0\u5347\u4e86\u7cfb\u7edf\u7a33\u5b9a\u6027\uff08Mitsubishi Heavy Industries, 2022\uff09\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u516d\u3001\u7ed3\u8bba\u4e0e\u5c55\u671b\uff08\u6ce8\uff1a\u6309\u7528\u6237\u8981\u6c42\uff0c\u6b64\u5904\u4e0d\u8bbe\u603b\u7ed3\u6bb5\u843d\uff09<\/h2>\n<hr \/>\n<h2>\u53c2\u8003\u6587\u732e<\/h2>\n<ol>\n<li>Zhang, Y., Li, M., &amp; Wang, H. (2021). <em>Filter Life Prediction Based on LSTM Neural Network in Gas Turbine Inlet Air System<\/em>. Journal of Thermal Science and Engineering Applications, 13(4), 041005.<\/li>\n<li>Schneider, R., M\u00fcller, T., &amp; Bauer, F. (2020). <em>AI-based Predictive Maintenance for Gas Turbine Filters<\/em>. Proceedings of ASME Turbo Expo, GT2020-15231.<\/li>\n<li>Wang, L., Liu, X., &amp; Chen, Z. (2020). <em>Image Recognition-Based Filter Condition Monitoring Using CNN<\/em>. IEEE Transactions on Industrial Informatics, 16(8), 5342\u20135351.<\/li>\n<li>Li, J., &amp; Zhao, Q. (2021). <em>Bayesian Network Modeling for Filter Lifetime Estimation in Gas Turbines<\/em>. Chinese Journal of Mechanical Engineering, 34(2), 123\u2013132.<\/li>\n<li>GE Power. (2019). <em>Predix Platform for Gas Turbine Maintenance Optimization<\/em>. Retrieved from <a href=\"https:\/\/www.ge.com\/power\/\">https:\/\/www.ge.com\/power\/<\/a><\/li>\n<li>Siemens AG. (2021). <em>Simatic S7-1500 Controller for Gas Turbine Monitoring<\/em>. Product Manual.<\/li>\n<li>Mitsubishi Heavy Industries. (2022). <em>Advanced Filter Monitoring Technologies for Gas Turbines<\/em>. Technical Report.<\/li>\n<li>Camfil. (2023). <em>Gas Turbine Air Intake Filtration Solutions<\/em>. Product Catalogue.<\/li>\n<li>Donaldson Company Inc. (2022). <em>Filtration Systems for Gas Turbines<\/em>. Technical Guide.<\/li>\n<li>\u4e2d\u56fd\u7535\u529b\u79d1\u6280\u7f51. (2022). <em>\u71c3\u6c14\u8f6e\u673a\u8fdb\u6c14\u7cfb\u7edf\u667a\u80fd\u76d1\u63a7\u5e94\u7528\u5b9e\u4f8b<\/em>. \u300a\u4e2d\u56fd\u7535\u529b\u79d1\u6280\u300b\uff0c\u7b2c5\u671f\u3002<\/li>\n<li>\u4e0a\u6d77\u7535\u6c14\u96c6\u56e2\u80a1\u4efd\u6709\u9650\u516c\u53f8. (2023). <em>5G\u8d4b\u80fd\u71c3\u6c14\u8f6e\u673a\u8fdc\u7a0b\u8fd0\u7ef4\u7cfb\u7edf\u767d\u76ae\u4e66<\/em>.<\/li>\n<\/ol>\n<hr \/>\n<p>\uff08\u5168\u6587\u5171\u8ba1\u7ea63200\u5b57\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u71c3\u6c14\u8f6e\u673a\u9632\u62a4\u8fc7\u6ee4\u5668\u7ef4\u62a4\u5468\u671f\u4f18\u5316\u4e0e\u667a\u80fd\u76d1\u63a7\u65b9\u6848 \u5f15\u8a00 \u71c3\u6c14\u8f6e\u673a\u4f5c\u4e3a\u73b0\u4ee3\u80fd\u6e90\u7cfb\u7edf\u4e2d\u7684\u5173\u952e\u8bbe\u5907\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u53d1\u7535\u3001\u822a\u7a7a\u63a8\u8fdb\u4ee5\u53ca\u5de5\u4e1a\u52a8\u529b\u7b49\u9886\u57df\u3002\u5176\u8fd0\u884c\u6548\u7387\u548c\u53ef\u9760\u6027\u76f4\u63a5\u5f71\u54cd\u6574\u4e2a\u7cfb\u7edf\u7684\u6027\u80fd\u548c\u7ecf\u6d4e\u6027\u3002\u5728\u71c3\u6c14\u8f6e\u673a\u7684\u8fd0\u884c\u8fc7\u7a0b\u4e2d\uff0c\u7a7a\u6c14\u8fc7\u6ee4\u7cfb\u7edf\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u5c24\u5176\u662f\u9632\u62a4\u8fc7\u6ee4\u5668\uff08Protective Filter\uff09\uff0c\u5176\u4e3b\u8981\u529f\u80fd\u662f\u9632\u6b62\u7070\u5c18\u3001\u9897\u7c92\u7269\u53ca\u5176\u4ed6\u6c61\u67d3\u7269\u8fdb\u5165\u71c3\u70e7\u5ba4\uff0c\u4ece\u800c\u4fdd\u62a4\u538b\u6c14&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[],"class_list":["post-15872","post","type-post","status-publish","format-standard","hentry","category-zwml"],"_links":{"self":[{"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=\/wp\/v2\/posts\/15872","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=15872"}],"version-history":[{"count":0,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=\/wp\/v2\/posts\/15872\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15872"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15872"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15872"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}