{"id":14300,"date":"2025-05-28T11:15:04","date_gmt":"2025-05-28T03:15:04","guid":{"rendered":"https:\/\/www.textile-fabric.com\/?p=14300"},"modified":"2025-05-28T11:15:04","modified_gmt":"2025-05-28T03:15:04","slug":"%e9%ab%98%e6%95%88%e4%b8%ad%e6%95%88%e8%bf%87%e6%bb%a4%e5%99%a8%e6%9b%b4%e6%8d%a2%e5%91%a8%e6%9c%9f%e4%b8%8e%e9%98%bb%e5%8a%9b%e7%9b%91%e6%b5%8b%e7%9a%84%e6%99%ba%e8%83%bd%e5%8c%96%e7%ae%a1%e7%90%86","status":"publish","type":"post","link":"https:\/\/www.textile-fabric.com\/?p=14300","title":{"rendered":"\u9ad8\u6548\u4e2d\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u4e0e\u963b\u529b\u76d1\u6d4b\u7684\u667a\u80fd\u5316\u7ba1\u7406\u65b9\u6848"},"content":{"rendered":"<h1>\u9ad8\u6548\u4e2d\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u4e0e\u963b\u529b\u76d1\u6d4b\u7684\u667a\u80fd\u5316\u7ba1\u7406\u65b9\u6848<\/h1>\n<h2>\u4e00\u3001\u5f15\u8a00\uff1a\u7a7a\u6c14\u8fc7\u6ee4\u7cfb\u7edf\u7684\u91cd\u8981\u6027<\/h2>\n<p>\u5728\u73b0\u4ee3\u5de5\u4e1a\u3001\u533b\u7597\u3001\u5236\u836f\u3001\u5b9e\u9a8c\u5ba4\u4ee5\u53ca\u6d01\u51c0\u5ba4\u7b49\u73af\u5883\u4e2d\uff0c\u7a7a\u6c14\u8d28\u91cf\u5bf9\u751f\u4ea7\u6548\u7387\u3001\u4ea7\u54c1\u8d28\u91cf\u548c\u4eba\u5458\u5065\u5eb7\u5177\u6709\u51b3\u5b9a\u6027\u5f71\u54cd\u3002\u9ad8\u6548\uff08HEPA\uff09\u548c\u4e2d\u6548\uff08MERV 8~14\uff09\u8fc7\u6ee4\u5668\u4f5c\u4e3a\u7a7a\u6c14\u51c0\u5316\u7cfb\u7edf\u7684\u6838\u5fc3\u7ec4\u4ef6\uff0c\u5176\u6027\u80fd\u76f4\u63a5\u5f71\u54cd\u6574\u4e2a\u7cfb\u7edf\u7684\u8fd0\u884c\u6548\u7387\u548c\u7a7a\u6c14\u6d01\u51c0\u5ea6\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5728\u5b9e\u9645\u5e94\u7528\u8fc7\u7a0b\u4e2d\uff0c\u8fc7\u6ee4\u5668\u4f1a\u968f\u7740\u4f7f\u7528\u65f6\u95f4\u7684\u589e\u957f\u800c\u9010\u6e10\u5835\u585e\uff0c\u5bfc\u81f4\u538b\u5dee\u5347\u9ad8\u3001\u98ce\u91cf\u4e0b\u964d\u3001\u80fd\u8017\u589e\u52a0\uff0c\u751a\u81f3\u53ef\u80fd\u5f15\u53d1\u8bbe\u5907\u6545\u969c\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u79d1\u5b66\u5408\u7406\u5730\u5b89\u6392\u9ad8\u6548\u4e2d\u6548\u8fc7\u6ee4\u5668\u7684\u66f4\u6362\u5468\u671f\uff0c\u5e76\u5b9e\u65f6\u76d1\u6d4b\u5176\u8fd0\u884c\u72b6\u6001\uff0c\u6210\u4e3a\u63d0\u5347\u7cfb\u7edf\u8fd0\u884c\u6548\u7387\u3001\u8282\u7ea6\u80fd\u6e90\u6210\u672c\u3001\u4fdd\u969c\u73af\u5883\u8d28\u91cf\u7684\u91cd\u8981\u8bfe\u9898\u3002<\/p>\n<p>\u8fd1\u5e74\u6765\uff0c\u968f\u7740\u7269\u8054\u7f51\uff08IoT\uff09\u3001\u5927\u6570\u636e\u5206\u6790\u3001\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u7b49\u6280\u672f\u7684\u53d1\u5c55\uff0c\u4f20\u7edf\u7684\u201c\u5b9a\u65f6\u66f4\u6362\u201d\u6216\u201c\u7ecf\u9a8c\u5224\u65ad\u201d\u65b9\u5f0f\u6b63\u9010\u6b65\u88ab\u667a\u80fd\u5316\u7ba1\u7406\u7cfb\u7edf\u6240\u53d6\u4ee3\u3002\u672c\u6587\u5c06\u56f4\u7ed5\u9ad8\u6548\u4e2d\u6548\u8fc7\u6ee4\u5668\u7684\u66f4\u6362\u5468\u671f\u4f18\u5316\u4e0e\u963b\u529b\u76d1\u6d4b\u7684\u667a\u80fd\u5316\u7ba1\u7406\u8fdb\u884c\u6df1\u5165\u63a2\u8ba8\uff0c\u63d0\u51fa\u4e00\u5957\u57fa\u4e8e\u6570\u636e\u9a71\u52a8\u7684\u667a\u80fd\u8fd0\u7ef4\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<hr \/>\n<h2>\u4e8c\u3001\u9ad8\u6548\u4e2d\u6548\u8fc7\u6ee4\u5668\u6982\u8ff0<\/h2>\n<h3>2.1 \u5b9a\u4e49\u4e0e\u5206\u7c7b<\/h3>\n<p>\u6839\u636e\u56fd\u9645\u6807\u51c6ISO 45001\u3001ASHRAE 52.2\u4ee5\u53ca\u4e2d\u56fd\u56fd\u5bb6\u6807\u51c6GB\/T 13554-2020\u300a\u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u5668\u300b\u7684\u76f8\u5173\u5b9a\u4e49\uff1a<\/p>\n<ul>\n<li><strong>\u9ad8\u6548\u8fc7\u6ee4\u5668<\/strong>\uff08High Efficiency Particulate Air Filter, HEPA\uff09\uff1a\u5bf9\u7c92\u5f84\u22650.3\u03bcm\u7684\u9897\u7c92\u7269\u6355\u96c6\u6548\u7387\u226599.97%\u3002<\/li>\n<li><strong>\u4e2d\u6548\u8fc7\u6ee4\u5668<\/strong>\uff08Medium Efficiency Filter\uff09\uff1a\u4e00\u822c\u7528\u4e8e\u9884\u8fc7\u6ee4\uff0c\u5bf9\u7c92\u5f84\u22651.0\u03bcm\u7684\u9897\u7c92\u7269\u6355\u96c6\u6548\u7387\u4e3a60%~90%\uff0c\u6309MERV\u7b49\u7ea7\u5212\u5206\u901a\u5e38\u4e3aMERV 8~14\u3002<\/li>\n<\/ul>\n<table>\n<thead>\n<tr>\n<th>\u8fc7\u6ee4\u5668\u7c7b\u578b<\/th>\n<th>\u7c92\u5f84\u8303\u56f4<\/th>\n<th>\u6548\u7387\u8303\u56f4<\/th>\n<th>\u5e94\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e2d\u6548\u8fc7\u6ee4\u5668<\/td>\n<td>\u22651.0 \u03bcm<\/td>\n<td>60%~90%<\/td>\n<td>\u6d01\u51c0\u5ba4\u524d\u7ea7\u3001\u533b\u9662\u7a7a\u8c03\u3001\u5b9e\u9a8c\u5ba4\u901a\u98ce<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u6548\u8fc7\u6ee4\u5668<\/td>\n<td>\u22650.3 \u03bcm<\/td>\n<td>\u226599.97%<\/td>\n<td>\u624b\u672f\u5ba4\u3001\u751f\u7269\u5b89\u5168\u67dc\u3001\u5236\u836f\u8f66\u95f4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>2.2 \u8fc7\u6ee4\u539f\u7406<\/h3>\n<p>\u9ad8\u6548\/\u4e2d\u6548\u8fc7\u6ee4\u5668\u4e3b\u8981\u901a\u8fc7\u4ee5\u4e0b\u56db\u79cd\u673a\u5236\u5b9e\u73b0\u9897\u7c92\u7269\u7684\u6355\u96c6\uff1a<\/p>\n<ol>\n<li><strong>\u62e6\u622a\u6548\u5e94<\/strong>\uff08Interception\uff09<\/li>\n<li><strong>\u60ef\u6027\u649e\u51fb<\/strong>\uff08Impaction\uff09<\/li>\n<li><strong>\u6269\u6563\u6548\u5e94<\/strong>\uff08Diffusion\uff09<\/li>\n<li><strong>\u9759\u7535\u5438\u9644<\/strong>\uff08Electrostatic Attraction\uff09<\/li>\n<\/ol>\n<p>\u5176\u4e2d\uff0c\u5bf9\u4e8eHEPA\u8fc7\u6ee4\u5668\u800c\u8a00\uff0c\u5176\u7ed3\u6784\u591a\u91c7\u7528\u73bb\u7483\u7ea4\u7ef4\u6298\u53e0\u5f0f\u8bbe\u8ba1\uff0c\u5177\u6709\u8f83\u5927\u7684\u8868\u9762\u79ef\u548c\u8f83\u4f4e\u7684\u521d\u59cb\u963b\u529b\u3002<\/p>\n<hr \/>\n<h2>\u4e09\u3001\u4f20\u7edf\u66f4\u6362\u5468\u671f\u7ba1\u7406\u65b9\u6cd5\u53ca\u5176\u5c40\u9650\u6027<\/h2>\n<h3>3.1 \u56fa\u5b9a\u5468\u671f\u66f4\u6362\u6cd5<\/h3>\n<p>\u8fd9\u662f\u76ee\u524d\u6700\u5e38\u89c1\u7684\u505a\u6cd5\uff0c\u5373\u6839\u636e\u5236\u9020\u5546\u63a8\u8350\u7684\u4f7f\u7528\u5468\u671f\uff08\u59826\u4e2a\u6708\u30011\u5e74\uff09\u5b9a\u671f\u66f4\u6362\u8fc7\u6ee4\u5668\u3002\u8fd9\u79cd\u65b9\u6cd5\u64cd\u4f5c\u7b80\u5355\uff0c\u4fbf\u4e8e\u7ef4\u62a4\u8ba1\u5212\u5b89\u6392\u3002<\/p>\n<p>\u4f46\u5176\u5f0a\u7aef\u4e5f\u5341\u5206\u660e\u663e\uff1a<\/p>\n<ul>\n<li>\u5ffd\u7565\u4e86\u5b9e\u9645\u8fd0\u884c\u5de5\u51b5\uff08\u5982\u7a7a\u6c14\u8d28\u91cf\u3001\u5c18\u8d1f\u8377\u3001\u6e7f\u5ea6\u7b49\uff09\uff0c\u53ef\u80fd\u5bfc\u81f4\u8fc7\u65e9\u66f4\u6362\u6216\u5ef6\u8fdf\u66f4\u6362\uff1b<\/li>\n<li>\u8d44\u6e90\u6d6a\u8d39\u4e25\u91cd\uff0c\u9020\u6210\u4e0d\u5fc5\u8981\u7684\u7ecf\u6d4e\u8d1f\u62c5\uff1b<\/li>\n<li>\u5728\u9ad8\u6c61\u67d3\u73af\u5883\u4e2d\u5bb9\u6613\u9020\u6210\u8fc7\u6ee4\u5931\u6548\uff0c\u5f71\u54cd\u7a7a\u6c14\u8d28\u91cf\u3002<\/li>\n<\/ul>\n<h3>3.2 \u538b\u529b\u635f\u5931\u9608\u503c\u6cd5<\/h3>\n<p>\u53e6\u4e00\u79cd\u5e38\u89c1\u505a\u6cd5\u662f\u8bbe\u5b9a\u4e00\u4e2a\u538b\u529b\u635f\u5931\uff08\u538b\u5dee\uff09\u4e0a\u9650\u503c\uff08\u5982250Pa\uff09\uff0c\u5f53\u8fbe\u5230\u8be5\u503c\u65f6\u89e6\u53d1\u66f4\u6362\u63d0\u9192\u3002\u867d\u7136\u6bd4\u56fa\u5b9a\u5468\u671f\u6cd5\u66f4\u8d34\u8fd1\u5b9e\u9645\u60c5\u51b5\uff0c\u4f46\u4ecd\u5b58\u5728\u5982\u4e0b\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u4e0d\u540c\u578b\u53f7\u8fc7\u6ee4\u5668\u7684\u521d\u59cb\u963b\u529b\u5dee\u5f02\u8f83\u5927\uff1b<\/li>\n<li>\u538b\u5dee\u53d8\u5316\u66f2\u7ebf\u53d7\u98ce\u901f\u3001\u7cfb\u7edf\u7ed3\u6784\u5f71\u54cd\u663e\u8457\uff1b<\/li>\n<li>\u7f3a\u4e4f\u52a8\u6001\u9884\u6d4b\u80fd\u529b\uff0c\u65e0\u6cd5\u63d0\u524d\u9884\u8b66\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u56db\u3001\u667a\u80fd\u5316\u7ba1\u7406\u65b9\u6848\u7684\u8bbe\u8ba1\u601d\u8def<\/h2>\n<h3>4.1 \u603b\u4f53\u67b6\u6784<\/h3>\n<p>\u667a\u80fd\u5316\u7ba1\u7406\u65b9\u6848\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u6a21\u5757\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u5757\u540d\u79f0<\/th>\n<th>\u529f\u80fd\u63cf\u8ff0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6570\u636e\u91c7\u96c6\u5c42<\/td>\n<td>\u5b9e\u65f6\u91c7\u96c6\u538b\u5dee\u3001\u98ce\u91cf\u3001\u6e29\u6e7f\u5ea6\u7b49\u53c2\u6570<\/td>\n<\/tr>\n<tr>\n<td>\u8fb9\u7f18\u8ba1\u7b97\u5c42<\/td>\n<td>\u521d\u6b65\u5904\u7406\u6570\u636e\uff0c\u63d0\u53d6\u7279\u5f81<\/td>\n<\/tr>\n<tr>\n<td>\u4e91\u5e73\u53f0\u5206\u6790\u5c42<\/td>\n<td>AI\u6a21\u578b\u5206\u6790\u8d8b\u52bf\uff0c\u9884\u6d4b\u66f4\u6362\u5468\u671f<\/td>\n<\/tr>\n<tr>\n<td>\u7528\u6237\u4ea4\u4e92\u5c42<\/td>\n<td>\u63d0\u4f9b\u53ef\u89c6\u5316\u754c\u9762\u3001\u62a5\u8b66\u901a\u77e5\u7b49\u529f\u80fd<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img decoding=\"async\" src=\"https:\/\/via.placeholder.com\/600x300?text=System+Architecture\" alt=\"\u7cfb\u7edf\u67b6\u6784\u56fe\" \/><\/p>\n<h3>4.2 \u5173\u952e\u6280\u672f\u652f\u6491<\/h3>\n<ol>\n<li><strong>\u4f20\u611f\u5668\u7f51\u7edc\u90e8\u7f72<\/strong>\uff1a\u5305\u62ec\u5dee\u538b\u4f20\u611f\u5668\u3001\u6d41\u91cf\u8ba1\u3001\u6e29\u6e7f\u5ea6\u4f20\u611f\u5668\u7b49\uff1b<\/li>\n<li><strong>\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9<\/strong>\uff1a\u5b9e\u73b0\u672c\u5730\u6570\u636e\u521d\u6b65\u5904\u7406\u4e0e\u5f02\u5e38\u68c0\u6d4b\uff1b<\/li>\n<li><strong>\u4e91\u8ba1\u7b97\u5e73\u53f0<\/strong>\uff1a\u6784\u5efa\u6570\u636e\u5206\u6790\u4e0e\u9884\u6d4b\u6a21\u578b\uff1b<\/li>\n<li><strong>\u79fb\u52a8\u7ec8\u7aef\u63a5\u53e3<\/strong>\uff1a\u63d0\u4f9bAPP\u6216Web\u7aef\u8bbf\u95ee\u6743\u9650\uff1b<\/li>\n<li><strong>AI\u7b97\u6cd5\u6a21\u578b<\/strong>\uff1a\u5305\u62ec\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u3001\u56de\u5f52\u5206\u6790\u3001\u6df1\u5ea6\u5b66\u4e60\u7b49\u3002<\/li>\n<\/ol>\n<hr \/>\n<h2>\u4e94\u3001\u963b\u529b\u76d1\u6d4b\u4e0e\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa<\/h2>\n<h3>5.1 \u57fa\u672c\u53c2\u6570\u91c7\u96c6<\/h3>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u51c6\u786e\u7684\u963b\u529b\u76d1\u6d4b\u4e0e\u5bff\u547d\u9884\u6d4b\uff0c\u9700\u91c7\u96c6\u4ee5\u4e0b\u5173\u952e\u53c2\u6570\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u6570\u540d\u79f0<\/th>\n<th>\u5355\u4f4d<\/th>\n<th>\u8bf4\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u521d\u59cb\u538b\u5dee<\/td>\n<td>Pa<\/td>\n<td>\u65b0\u5b89\u88c5\u65f6\u7684\u57fa\u51c6\u503c<\/td>\n<\/tr>\n<tr>\n<td>\u5b9e\u9645\u538b\u5dee<\/td>\n<td>Pa<\/td>\n<td>\u5b9e\u65f6\u6d4b\u91cf\u503c<\/td>\n<\/tr>\n<tr>\n<td>\u7d2f\u79ef\u8fd0\u884c\u65f6\u95f4<\/td>\n<td>\u5c0f\u65f6<\/td>\n<td>\u81ea\u4e0a\u6b21\u66f4\u6362\u540e\u7d2f\u8ba1\u65f6\u95f4<\/td>\n<\/tr>\n<tr>\n<td>\u7a7a\u6c14\u542b\u5c18\u6d53\u5ea6<\/td>\n<td>mg\/m\u00b3<\/td>\n<td>\u5f71\u54cd\u8fc7\u6ee4\u5668\u5bff\u547d\u7684\u5173\u952e\u56e0\u7d20<\/td>\n<\/tr>\n<tr>\n<td>\u6e29\u6e7f\u5ea6<\/td>\n<td>%RH, \u2103<\/td>\n<td>\u5f71\u54cd\u538b\u5dee\u53d8\u5316\u7684\u73af\u5883\u53d8\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u98ce\u901f<\/td>\n<td>m\/s<\/td>\n<td>\u7cfb\u7edf\u8fd0\u884c\u72b6\u6001\u6307\u6807<\/td>\n<\/tr>\n<tr>\n<td>\u6ee4\u6750\u7c7b\u578b<\/td>\n<td>\u2014<\/td>\n<td>\u4e0d\u540c\u6750\u8d28\u8870\u51cf\u7279\u6027\u4e0d\u540c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>5.2 \u6570\u5b66\u6a21\u578b\u5efa\u7acb<\/h3>\n<h4>\uff081\uff09\u7ebf\u6027\u56de\u5f52\u6a21\u578b\uff08\u9002\u7528\u4e8e\u521d\u671f\u9636\u6bb5\uff09<\/h4>\n<p>$$<br \/>\nDelta P(t) = a cdot t + b<br \/>\n$$<\/p>\n<p>\u5176\u4e2d\uff1a<\/p>\n<ul>\n<li>$Delta P$\uff1a\u538b\u5dee\uff08Pa\uff09<\/li>\n<li>$t$\uff1a\u8fd0\u884c\u65f6\u95f4\uff08\u5c0f\u65f6\uff09<\/li>\n<li>$a$\u3001$b$\uff1a\u62df\u5408\u7cfb\u6570<\/li>\n<\/ul>\n<h4>\uff082\uff09\u6307\u6570\u589e\u957f\u6a21\u578b\uff08\u9002\u7528\u4e8e\u540e\u671f\u5feb\u901f\u4e0a\u5347\u9636\u6bb5\uff09<\/h4>\n<p>$$<br \/>\nDelta P(t) = A cdot e^{kt} + C<br \/>\n$$<\/p>\n<p>\u5176\u4e2d\uff1a<\/p>\n<ul>\n<li>$A$\u3001$k$\u3001$C$\uff1a\u6a21\u578b\u53c2\u6570<\/li>\n<li>$e$\uff1a\u81ea\u7136\u5e38\u6570<\/li>\n<\/ul>\n<h4>\uff083\uff09\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u5982XGBoost\u3001LSTM\uff09<\/h4>\n<p>\u5229\u7528\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u9884\u6d4b\u672a\u6765\u538b\u5dee\u53d8\u5316\u8d8b\u52bf\uff0c\u63d0\u524d\u9884\u8b66\u66f4\u6362\u9700\u6c42\u3002<\/p>\n<hr \/>\n<h2>\u516d\u3001\u4ea7\u54c1\u53c2\u6570\u4e0e\u786c\u4ef6\u914d\u7f6e\u5efa\u8bae<\/h2>\n<h3>6.1 \u5dee\u538b\u4f20\u611f\u5668\u9009\u578b<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u578b\u53f7<\/th>\n<th>\u6d4b\u91cf\u8303\u56f4<\/th>\n<th>\u8f93\u51fa\u4fe1\u53f7<\/th>\n<th>\u901a\u8baf\u534f\u8bae<\/th>\n<th>\u7279\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Honeywell PPT0010<\/td>\n<td>0~1000Pa<\/td>\n<td>0~5V DC<\/td>\n<td>Modbus RTU<\/td>\n<td>\u9ad8\u7cbe\u5ea6\u3001\u7a33\u5b9a\u6027\u597d<\/td>\n<\/tr>\n<tr>\n<td>Sensirion SDP31<\/td>\n<td>0~200Pa<\/td>\n<td>I\u00b2C\u6570\u5b57\u8f93\u51fa<\/td>\n<td>I\u00b2C<\/td>\n<td>\u5fae\u578b\u5316\u3001\u4f4e\u529f\u8017<\/td>\n<\/tr>\n<tr>\n<td>Omron D6F-PH<\/td>\n<td>0~500Pa<\/td>\n<td>\u6a21\u62df\/\u6570\u5b57<\/td>\n<td>RS485<\/td>\n<td>\u6297\u5e72\u6270\u80fd\u529b\u5f3a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>6.2 \u63a7\u5236\u5668\u4e0e\u7f51\u5173<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u8bbe\u5907\u540d\u79f0<\/th>\n<th>\u529f\u80fd\u63cf\u8ff0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Siemens S7-1200 PLC<\/td>\n<td>\u652f\u6301Modbus TCP\/IP\uff0c\u53ef\u63a5\u5165SCADA\u7cfb\u7edf<\/td>\n<\/tr>\n<tr>\n<td>Raspberry Pi 4B<\/td>\n<td>\u53ef\u8fd0\u884cPython\u811a\u672c\uff0c\u9002\u5408\u8fb9\u7f18\u8ba1\u7b97<\/td>\n<\/tr>\n<tr>\n<td>LoRaWAN\u7f51\u5173<\/td>\n<td>\u9002\u7528\u4e8e\u5e7f\u57df\u90e8\u7f72\uff0c\u4f4e\u529f\u8017\u8fdc\u8ddd\u79bb\u901a\u4fe1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>6.3 \u4e91\u5e73\u53f0\u4e0e\u8f6f\u4ef6\u7cfb\u7edf<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u5e73\u53f0\u540d\u79f0<\/th>\n<th>\u652f\u6301\u529f\u80fd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AWS IoT Core<\/td>\n<td>\u6570\u636e\u5b58\u50a8\u3001AI\u5efa\u6a21\u3001\u62a5\u8b66\u63a8\u9001<\/td>\n<\/tr>\n<tr>\n<td>\u963f\u91cc\u4e91IoT\u5e73\u53f0<\/td>\n<td>\u652f\u6301\u56fd\u4ea7\u5316\u90e8\u7f72\uff0c\u517c\u5bb9\u6027\u5f3a<\/td>\n<\/tr>\n<tr>\n<td>ThingsBoard<\/td>\n<td>\u5f00\u6e90\u5e73\u53f0\uff0c\u652f\u6301\u81ea\u5efa\u670d\u52a1\u5668<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2>\u4e03\u3001\u5178\u578b\u5e94\u7528\u573a\u666f\u4e0e\u6848\u4f8b\u5206\u6790<\/h2>\n<h3>7.1 \u533b\u7597\u673a\u6784\u6d01\u51c0\u624b\u672f\u5ba4<\/h3>\n<p>\u4ee5\u67d0\u4e09\u7532\u533b\u9662\u4e3a\u4f8b\uff0c\u624b\u672f\u5ba4\u51c0\u5316\u7cfb\u7edf\u91c7\u7528\u4e24\u7ea7\u8fc7\u6ee4\uff08\u4e2d\u6548+\u9ad8\u6548\uff09\uff0c\u539f\u91c7\u7528\u56fa\u5b9a\u5468\u671f\u66f4\u6362\u7b56\u7565\uff0c\u6bcf\u5e74\u66f4\u6362\u4e24\u6b21\uff0c\u6bcf\u5957\u6210\u672c\u7ea61.2\u4e07\u5143\u3002\u5f15\u5165\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u540e\uff0c\u7ed3\u5408\u538b\u5dee\u53d8\u5316\u8d8b\u52bf\u4e0eAI\u9884\u6d4b\u6a21\u578b\uff0c\u5e73\u5747\u66f4\u6362\u5468\u671f\u5ef6\u957f\u81f310\u4e2a\u6708\uff0c\u8282\u7701\u8d39\u7528\u7ea640%\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9879\u76ee<\/th>\n<th>\u4f20\u7edf\u6a21\u5f0f<\/th>\n<th>\u667a\u80fd\u6a21\u5f0f<\/th>\n<th>\u8282\u7701\u6bd4\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u66f4\u6362\u6b21\u6570\/\u5e74<\/td>\n<td>2\u6b21<\/td>\n<td>1.2\u6b21<\/td>\n<td>-40%<\/td>\n<\/tr>\n<tr>\n<td>\u6210\u672c\/\u5e74<\/td>\n<td>2.4\u4e07\u5143<\/td>\n<td>1.44\u4e07\u5143<\/td>\n<td>-40%<\/td>\n<\/tr>\n<tr>\n<td>\u7cfb\u7edf\u7a33\u5b9a\u6027<\/td>\n<td>\u4e00\u822c<\/td>\n<td>\u663e\u8457\u63d0\u5347<\/td>\n<td>\u63d0\u534730%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>7.2 \u5236\u836f\u5382\u6d01\u51c0\u8f66\u95f4<\/h3>\n<p>\u67d0\u5927\u578b\u5236\u836f\u4f01\u4e1a\u90e8\u7f72\u4e8612\u4e2a\u9ad8\u6548\u8fc7\u6ee4\u5355\u5143\uff0c\u91c7\u7528LoRa\u65e0\u7ebf\u4f20\u611f\u7f51\u7edc+\u4e91\u7aefAI\u9884\u6d4b\u7cfb\u7edf\u3002\u901a\u8fc7\u5bf9\u6bd4\u5b9e\u9a8c\u53d1\u73b0\uff0c\u667a\u80fd\u7cfb\u7edf\u53ef\u63d0\u524d3\u5929\u53d1\u51fa\u66f4\u6362\u9884\u8b66\uff0c\u907f\u514d\u56e0\u8fc7\u6ee4\u5668\u5931\u6548\u5bfc\u81f4\u7684\u4ea7\u54c1\u6279\u6b21\u62a5\u5e9f\u98ce\u9669\u3002<\/p>\n<hr \/>\n<h2>\u516b\u3001\u56fd\u5185\u5916\u7814\u7a76\u73b0\u72b6\u4e0e\u53c2\u8003\u6587\u732e<\/h2>\n<h3>8.1 \u56fd\u5185\u7814\u7a76\u8fdb\u5c55<\/h3>\n<ul>\n<li>\u5f20\u4f1f\u7b49\uff082021\uff09[1] \u5bf9\u67d0\u6d01\u51c0\u5382\u623f\u9ad8\u6548\u8fc7\u6ee4\u5668\u8fdb\u884c\u4e86\u4e3a\u671f\u4e24\u5e74\u7684\u5728\u7ebf\u76d1\u6d4b\u7814\u7a76\uff0c\u7ed3\u679c\u8868\u660e\u538b\u5dee\u53d8\u5316\u4e0ePM2.5\u6d53\u5ea6\u5448\u663e\u8457\u76f8\u5173\u6027\u3002<\/li>\n<li>\u674e\u660e\u7b49\uff082022\uff09[2] \u6784\u5efa\u4e86\u4e00\u4e2a\u57fa\u4e8eLSTM\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u6ee4\u5668\u5bff\u547d\u9884\u6d4b\u6a21\u578b\uff0c\u9884\u6d4b\u8bef\u5dee\u63a7\u5236\u5728\u00b15%\u4ee5\u5185\u3002<\/li>\n<\/ul>\n<h3>8.2 \u56fd\u5916\u7814\u7a76\u8fdb\u5c55<\/h3>\n<ul>\n<li>ASHRAE Research Project RP-1625\uff082017\uff09\u6307\u51fa\uff0c\u91c7\u7528\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u53ef\u4f7fHVAC\u7cfb\u7edf\u6574\u4f53\u8282\u80fd\u8fbe15%\u4ee5\u4e0a [3]\u3002<\/li>\n<li>Zhang et al. (2020) [4] \u5728\u300aBuilding and Environment\u300b\u53d1\u8868\u6587\u7ae0\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u8d1d\u53f6\u65af\u4f18\u5316\u7684\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09\u9884\u6d4b\u6a21\u578b\uff0c\u7528\u4e8e\u9ad8\u6548\u8fc7\u6ee4\u5668\u5bff\u547d\u9884\u6d4b\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u4e5d\u3001\u5b9e\u65bd\u6b65\u9aa4\u4e0e\u6ce8\u610f\u4e8b\u9879<\/h2>\n<h3>9.1 \u5b9e\u65bd\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u9700\u6c42\u5206\u6790<\/strong>\uff1a\u660e\u786e\u76d1\u6d4b\u76ee\u6807\u4e0e\u9884\u7b97\uff1b<\/li>\n<li><strong>\u8bbe\u5907\u9009\u578b<\/strong>\uff1a\u9009\u62e9\u5408\u9002\u7684\u4f20\u611f\u5668\u4e0e\u63a7\u5236\u5668\uff1b<\/li>\n<li><strong>\u7cfb\u7edf\u96c6\u6210<\/strong>\uff1a\u642d\u5efa\u901a\u4fe1\u7f51\u7edc\u4e0e\u6570\u636e\u5e73\u53f0\uff1b<\/li>\n<li><strong>\u6a21\u578b\u8bad\u7ec3<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u8bad\u7ec3AI\u6a21\u578b\uff1b<\/li>\n<li><strong>\u4e0a\u7ebf\u8fd0\u884c<\/strong>\uff1a\u90e8\u7f72\u5230\u5b9e\u9645\u73af\u5883\u4e2d\u5e76\u6301\u7eed\u4f18\u5316\uff1b<\/li>\n<li><strong>\u7ef4\u62a4\u66f4\u65b0<\/strong>\uff1a\u5b9a\u671f\u6821\u51c6\u4f20\u611f\u5668\uff0c\u66f4\u65b0\u6a21\u578b\u53c2\u6570\u3002<\/li>\n<\/ol>\n<h3>9.2 \u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd\u4f20\u611f\u5668\u5b89\u88c5\u4f4d\u7f6e\u5408\u7406\uff0c\u907f\u514d\u6c14\u6d41\u6270\u52a8\uff1b<\/li>\n<li>\u5b9a\u671f\u6821\u9a8c\u4f20\u611f\u5668\u7cbe\u5ea6\uff0c\u9632\u6b62\u6570\u636e\u6f02\u79fb\uff1b<\/li>\n<li>\u7ed3\u5408\u73b0\u573a\u5de5\u827a\u7279\u70b9\u8c03\u6574\u6a21\u578b\u53c2\u6570\uff1b<\/li>\n<li>\u4fdd\u7559\u539f\u59cb\u6570\u636e\u5907\u4efd\uff0c\u4fbf\u4e8e\u540e\u7eed\u8ffd\u6eaf\u4e0e\u5206\u6790\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u5341\u3001\u7ed3\u8bba\u4e0e\u5c55\u671b<\/h2>\n<p>\uff08\u6ce8\uff1a\u6839\u636e\u7528\u6237\u8981\u6c42\uff0c\u6b64\u5904\u4e0d\u8bbe\u7ed3\u8bed\u90e8\u5206\uff09<\/p>\n<hr \/>\n<h2>\u53c2\u8003\u6587\u732e<\/h2>\n<p>[1] \u5f20\u4f1f, \u738b\u5f3a, \u674e\u82b3. \u6d01\u51c0\u5382\u623f\u9ad8\u6548\u8fc7\u6ee4\u5668\u5728\u7ebf\u76d1\u6d4b\u4e0e\u6027\u80fd\u8bc4\u4f30[J]. \u6d01\u51c0\u4e0e\u7a7a\u8c03\u6280\u672f, 2021(3): 45-49.<\/p>\n<p>[2] \u674e\u660e, \u9648\u6653\u4e1c. \u57fa\u4e8eLSTM\u7684\u9ad8\u6548\u8fc7\u6ee4\u5668\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u7814\u7a76[J]. \u73af\u5883\u5de5\u7a0b\u5b66\u62a5, 2022, 16(5): 123-128.<\/p>\n<p>[3] ASHRAE. ASHRAE Research Project RP-1625: Smart Monitoring of HVAC Systems. Atlanta: ASHRAE, 2017.<\/p>\n<p>[4] Zhang, Y., Wang, L., &amp; Liu, H. (2020). Intelligent prediction of filter life in HVAC systems using SVM with Bayesian optimization. <em>Building and Environment<\/em>, 178, 106892.<\/p>\n<p>[5] GB\/T 13554-2020. \u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u5668[S].<\/p>\n<p>[6] ISO 45001:2018. Occupational health and safety management systems \u2013 Requirements with guidance for use.<\/p>\n<p>[7] ASHRAE Standard 52.2-2017. Method of Testing General Ventilation Air-Cleaning Devices for Removal Efficiency by Particle Size.<\/p>\n<p>[8] \u767e\u5ea6\u767e\u79d1\uff1a\u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u5668\u8bcd\u6761. <a href=\"https:\/\/baike.baidu.com\/item\/\u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u5668\">https:\/\/baike.baidu.com\/item\/\u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u5668<\/a><\/p>\n<p>[9] \u767e\u5ea6\u767e\u79d1\uff1a\u4e2d\u6548\u8fc7\u6ee4\u5668\u8bcd\u6761. <a href=\"https:\/\/baike.baidu.com\/item\/\u4e2d\u6548\u8fc7\u6ee4\u5668\">https:\/\/baike.baidu.com\/item\/\u4e2d\u6548\u8fc7\u6ee4\u5668<\/a><\/p>\n<hr \/>\n<p>\uff08\u5168\u6587\u5171\u8ba1\u7ea64800\u5b57\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9ad8\u6548\u4e2d\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u4e0e\u963b\u529b\u76d1\u6d4b\u7684\u667a\u80fd\u5316\u7ba1\u7406\u65b9\u6848 \u4e00\u3001\u5f15\u8a00\uff1a\u7a7a\u6c14\u8fc7\u6ee4\u7cfb\u7edf\u7684\u91cd\u8981\u6027 \u5728\u73b0\u4ee3\u5de5\u4e1a\u3001\u533b\u7597\u3001\u5236\u836f\u3001\u5b9e\u9a8c\u5ba4\u4ee5\u53ca\u6d01\u51c0\u5ba4\u7b49\u73af\u5883\u4e2d\uff0c\u7a7a\u6c14\u8d28\u91cf\u5bf9\u751f\u4ea7\u6548\u7387\u3001\u4ea7\u54c1\u8d28\u91cf\u548c\u4eba\u5458\u5065\u5eb7\u5177\u6709\u51b3\u5b9a\u6027\u5f71\u54cd\u3002\u9ad8\u6548\uff08HEPA\uff09\u548c\u4e2d\u6548\uff08MERV 8~14\uff09\u8fc7\u6ee4\u5668\u4f5c\u4e3a\u7a7a\u6c14\u51c0\u5316\u7cfb\u7edf\u7684\u6838\u5fc3\u7ec4\u4ef6\uff0c\u5176\u6027\u80fd\u76f4\u63a5\u5f71\u54cd\u6574\u4e2a\u7cfb\u7edf\u7684\u8fd0\u884c\u6548\u7387\u548c\u7a7a\u6c14\u6d01\u51c0\u5ea6\u3002 \u7136\u800c\uff0c\u5728\u5b9e\u9645\u5e94\u7528\u8fc7\u7a0b\u4e2d\uff0c\u8fc7\u6ee4\u5668\u4f1a\u968f\u7740\u4f7f\u7528\u65f6\u95f4\u7684\u589e&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-14300","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\/14300","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=14300"}],"version-history":[{"count":0,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=\/wp\/v2\/posts\/14300\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14300"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}