{"id":14688,"date":"2025-06-06T18:27:54","date_gmt":"2025-06-06T10:27:54","guid":{"rendered":"https:\/\/www.textile-fabric.com\/?p=14688"},"modified":"2025-06-06T18:27:54","modified_gmt":"2025-06-06T10:27:54","slug":"%e9%ab%98%e6%95%88%e8%bf%87%e6%bb%a4%e5%99%a8%e6%9b%b4%e6%8d%a2%e5%91%a8%e6%9c%9f%e9%a2%84%e6%b5%8b%e6%a8%a1%e5%9e%8b%e5%8f%8a%e5%85%b6%e5%9c%a8hvac%e7%b3%bb%e7%bb%9f%e7%bb%b4%e6%8a%a4%e4%b8%ad","status":"publish","type":"post","link":"https:\/\/www.textile-fabric.com\/?p=14688","title":{"rendered":"\u9ad8\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b\u53ca\u5176\u5728HVAC\u7cfb\u7edf\u7ef4\u62a4\u4e2d\u7684\u5e94\u7528"},"content":{"rendered":"<h1>\u9ad8\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b\u53ca\u5176\u5728HVAC\u7cfb\u7edf\u7ef4\u62a4\u4e2d\u7684\u5e94\u7528<\/h1>\n<h2>\u5f15\u8a00<\/h2>\n<p>\u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u5668\uff08High-Efficiency Particulate Air Filter\uff0c\u7b80\u79f0HEPA\uff09\u4f5c\u4e3a\u6696\u901a\u7a7a\u8c03\u7cfb\u7edf\uff08Heating, Ventilation and Air Conditioning\uff0cHVAC\uff09\u4e2d\u5173\u952e\u7684\u7ec4\u6210\u90e8\u5206\uff0c\u5176\u4e3b\u8981\u529f\u80fd\u662f\u53bb\u9664\u7a7a\u6c14\u4e2d\u60ac\u6d6e\u9897\u7c92\u7269\uff0c\u4fdd\u969c\u5ba4\u5185\u7a7a\u6c14\u8d28\u91cf\u3002\u968f\u7740\u4eba\u4eec\u5bf9\u5065\u5eb7\u4e0e\u73af\u5883\u8d28\u91cf\u8981\u6c42\u7684\u63d0\u9ad8\uff0c\u9ad8\u6548\u8fc7\u6ee4\u5668\u7684\u5e94\u7528\u8303\u56f4\u4e0d\u65ad\u6269\u5927\uff0c\u5c24\u5176\u5728\u533b\u9662\u3001\u5b9e\u9a8c\u5ba4\u3001\u5236\u836f\u5382\u3001\u6570\u636e\u4e2d\u5fc3\u7b49\u5bf9\u7a7a\u6c14\u6d01\u51c0\u5ea6\u8981\u6c42\u6781\u9ad8\u7684\u573a\u6240\u4e2d\u5177\u6709\u4e0d\u53ef\u66ff\u4ee3\u7684\u5730\u4f4d\u3002<\/p>\n<p>\u7136\u800c\uff0c\u9ad8\u6548\u8fc7\u6ee4\u5668\u5e76\u975e\u6c38\u4e45\u6709\u6548\uff0c\u5176\u6027\u80fd\u4f1a\u968f\u7740\u65f6\u95f4\u63a8\u79fb\u800c\u4e0b\u964d\uff0c\u5bfc\u81f4\u80fd\u8017\u589e\u52a0\u3001\u7cfb\u7edf\u6548\u7387\u964d\u4f4e\uff0c\u751a\u81f3\u5f71\u54cd\u5ba4\u5185\u7a7a\u6c14\u8d28\u91cf\u3002\u56e0\u6b64\uff0c\u79d1\u5b66\u5730\u9884\u6d4b\u9ad8\u6548\u8fc7\u6ee4\u5668\u7684\u66f4\u6362\u5468\u671f\uff0c\u5bf9\u4e8e\u63d0\u5347HVAC\u7cfb\u7edf\u7684\u8fd0\u884c\u6548\u7387\u3001\u964d\u4f4e\u7ef4\u62a4\u6210\u672c\u548c\u5ef6\u957f\u8bbe\u5907\u5bff\u547d\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002<\/p>\n<p>\u672c\u6587\u5c06\u56f4\u7ed5\u9ad8\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b\u5c55\u5f00\u8ba8\u8bba\uff0c\u5206\u6790\u5176\u5728HVAC\u7cfb\u7edf\u7ef4\u62a4\u4e2d\u7684\u5b9e\u9645\u5e94\u7528\uff0c\u5e76\u7ed3\u5408\u56fd\u5185\u5916\u7814\u7a76\u8fdb\u5c55\uff0c\u63a2\u8ba8\u76f8\u5173\u4ea7\u54c1\u53c2\u6570\u3001\u5efa\u6a21\u65b9\u6cd5\u53ca\u4f18\u5316\u7b56\u7565\u3002<\/p>\n<hr \/>\n<h2>\u4e00\u3001\u9ad8\u6548\u8fc7\u6ee4\u5668\u7684\u57fa\u672c\u539f\u7406\u4e0e\u4f5c\u7528<\/h2>\n<h3>1.1 \u9ad8\u6548\u8fc7\u6ee4\u5668\u7684\u5b9a\u4e49\u4e0e\u5206\u7c7b<\/h3>\n<p>\u6839\u636e\u7f8e\u56fd\u80fd\u6e90\u90e8\uff08DOE\uff09\u6807\u51c6\uff0c\u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u5668\u662f\u6307\u5bf9\u7c92\u5f84\u22650.3\u5fae\u7c73\u7684\u9897\u7c92\u7269\u5177\u670999.97%\u4ee5\u4e0a\u8fc7\u6ee4\u6548\u7387\u7684\u8fc7\u6ee4\u88c5\u7f6e\u3002HEPA\u8fc7\u6ee4\u5668\u901a\u5e38\u5206\u4e3a\u4ee5\u4e0b\u51e0\u7c7b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7c7b\u578b<\/th>\n<th>\u8fc7\u6ee4\u6548\u7387\uff080.3 \u03bcm\uff09<\/th>\n<th>\u5e94\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>HEPA H13<\/td>\n<td>\u226599.95%<\/td>\n<td>\u666e\u901a\u6d01\u51c0\u5ba4<\/td>\n<\/tr>\n<tr>\n<td>HEPA H14<\/td>\n<td>\u226599.995%<\/td>\n<td>\u533b\u7597\u3001\u751f\u7269\u5b89\u5168\u5b9e\u9a8c\u5ba4<\/td>\n<\/tr>\n<tr>\n<td>ULPA U15<\/td>\n<td>\u226599.9995%<\/td>\n<td>\u534a\u5bfc\u4f53\u3001\u9ad8\u7cbe\u5ea6\u5236\u9020<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote>\n<p>\u6570\u636e\u6765\u6e90\uff1aISO 45001:2018\u300a\u804c\u4e1a\u5065\u5eb7\u5b89\u5168\u7ba1\u7406\u4f53\u7cfb\u300b\uff1bASHRAE Handbook 2020 HVAC Systems and Equipment<\/p>\n<\/blockquote>\n<h3>1.2 \u5de5\u4f5c\u539f\u7406<\/h3>\n<p>\u9ad8\u6548\u8fc7\u6ee4\u5668\u4e3b\u8981\u4f9d\u9760\u7269\u7406\u62e6\u622a\u673a\u5236\uff0c\u5305\u62ec\u60ef\u6027\u649e\u51fb\u3001\u622a\u7559\u3001\u6269\u6563\u548c\u9759\u7535\u5438\u9644\u7b49\u65b9\u5f0f\u6765\u6355\u6349\u7a7a\u6c14\u4e2d\u7684\u5fae\u7c92\u3002\u5176\u7ed3\u6784\u591a\u4e3a\u73bb\u7483\u7ea4\u7ef4\u6216\u5408\u6210\u6750\u6599\u6784\u6210\u7684\u8936\u76b1\u72b6\u6ee4\u6750\uff0c\u4ee5\u589e\u5927\u8fc7\u6ee4\u9762\u79ef\u5e76\u964d\u4f4e\u98ce\u963b\u3002<\/p>\n<h3>1.3 \u5728HVAC\u7cfb\u7edf\u4e2d\u7684\u4f5c\u7528<\/h3>\n<ul>\n<li>\u63d0\u5347\u7a7a\u6c14\u8d28\u91cf\uff0c\u51cf\u5c11\u75c5\u83cc\u4f20\u64ad\uff1b<\/li>\n<li>\u5ef6\u957f\u98ce\u673a\u3001\u76d8\u7ba1\u7b49\u8bbe\u5907\u5bff\u547d\uff1b<\/li>\n<li>\u51cf\u5c11\u7ef4\u62a4\u9891\u7387\uff0c\u63d0\u9ad8\u80fd\u6548\u6bd4\uff1b<\/li>\n<li>\u6ee1\u8db3\u7279\u5b9a\u884c\u4e1a\u6d01\u51c0\u7b49\u7ea7\u8981\u6c42\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u4e8c\u3001\u9ad8\u6548\u8fc7\u6ee4\u5668\u5931\u6548\u673a\u7406\u4e0e\u66f4\u6362\u9700\u6c42\u5206\u6790<\/h2>\n<h3>2.1 \u5931\u6548\u7c7b\u578b<\/h3>\n<p>\u9ad8\u6548\u8fc7\u6ee4\u5668\u7684\u5931\u6548\u4e3b\u8981\u8868\u73b0\u4e3a\u4ee5\u4e0b\u51e0\u79cd\u5f62\u5f0f\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5931\u6548\u7c7b\u578b<\/th>\n<th>\u63cf\u8ff0<\/th>\n<th>\u5f71\u54cd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5835\u585e<\/td>\n<td>\u9897\u7c92\u7269\u5806\u79ef\u9020\u6210\u538b\u5dee\u5347\u9ad8<\/td>\n<td>\u98ce\u91cf\u4e0b\u964d\u3001\u80fd\u8017\u4e0a\u5347<\/td>\n<\/tr>\n<tr>\n<td>\u7a7f\u900f<\/td>\n<td>\u8fc7\u6ee4\u6548\u7387\u4e0b\u964d\uff0c\u9897\u7c92\u6cc4\u9732<\/td>\n<td>\u7a7a\u6c14\u8d28\u91cf\u6076\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u7ed3\u6784\u7834\u635f<\/td>\n<td>\u7269\u7406\u635f\u574f\u5bfc\u81f4\u6cc4\u6f0f<\/td>\n<td>\u7cfb\u7edf\u5931\u6548\u98ce\u9669\u589e\u52a0<\/td>\n<\/tr>\n<tr>\n<td>\u5fae\u751f\u7269\u6ecb\u751f<\/td>\n<td>\u6f6e\u6e7f\u73af\u5883\u4e0b\u7ec6\u83cc\u7e41\u6b96<\/td>\n<td>\u4e8c\u6b21\u6c61\u67d3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote>\n<p>\u53c2\u8003\u6587\u732e\uff1aWang et al., <em>Indoor Air<\/em>, 2019\uff1bASHRAE Standard 52.2-2017<\/p>\n<\/blockquote>\n<h3>2.2 \u66f4\u6362\u5468\u671f\u7684\u5f71\u54cd\u56e0\u7d20<\/h3>\n<p>\u5f71\u54cd\u9ad8\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u7684\u56e0\u7d20\u590d\u6742\u591a\u6837\uff0c\u4e3b\u8981\u5305\u62ec\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u56e0\u7d20\u7c7b\u522b<\/th>\n<th>\u5177\u4f53\u56e0\u7d20<\/th>\n<th>\u8bf4\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u73af\u5883\u56e0\u7d20<\/td>\n<td>\u5ba4\u5916\u7a7a\u6c14\u8d28\u91cf\u3001\u6e29\u6e7f\u5ea6\u3001\u7c89\u5c18\u6d53\u5ea6<\/td>\n<td>\u7070\u5c18\u591a\u5219\u66f4\u6362\u9891\u7e41<\/td>\n<\/tr>\n<tr>\n<td>\u4f7f\u7528\u5f3a\u5ea6<\/td>\n<td>\u8fd0\u884c\u65f6\u95f4\u3001\u98ce\u91cf\u3001\u8d1f\u8377\u53d8\u5316<\/td>\n<td>\u9ad8\u9891\u8fd0\u884c\u52a0\u901f\u8001\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u8bbe\u5907\u914d\u7f6e<\/td>\n<td>\u521d\u6548\/\u4e2d\u6548\u9884\u8fc7\u6ee4\u6548\u679c<\/td>\n<td>\u524d\u7ea7\u8fc7\u6ee4\u8d8a\u5f3a\uff0cHEPA\u8d1f\u62c5\u8d8a\u5c0f<\/td>\n<\/tr>\n<tr>\n<td>\u7ef4\u62a4\u6c34\u5e73<\/td>\n<td>\u5b9a\u671f\u6e05\u6d01\u3001\u5de1\u68c0\u5236\u5ea6<\/td>\n<td>\u5408\u7406\u7ef4\u62a4\u53ef\u5ef6\u957f\u5bff\u547d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2>\u4e09\u3001\u9ad8\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b<\/h2>\n<h3>3.1 \u4f20\u7edf\u7ecf\u9a8c\u6cd5<\/h3>\n<p>\u4f20\u7edf\u7684\u66f4\u6362\u5468\u671f\u9884\u6d4b\u4e3b\u8981\u4f9d\u8d56\u4e8e\u7ecf\u9a8c\u5224\u65ad\uff0c\u5982\u5b9a\u671f\u66f4\u6362\uff08\u6bcf6~12\u4e2a\u6708\uff09\u3001\u538b\u5dee\u62a5\u8b66\u6216\u76ee\u89c6\u68c0\u67e5\u3002\u8fd9\u79cd\u65b9\u6cd5\u7b80\u5355\u6613\u884c\uff0c\u4f46\u7f3a\u4e4f\u79d1\u5b66\u4f9d\u636e\uff0c\u5bb9\u6613\u51fa\u73b0\u8fc7\u65e9\u66f4\u6362\u6216\u5ef6\u8fdf\u66f4\u6362\u7684\u95ee\u9898\u3002<\/p>\n<h3>3.2 \u6570\u5b66\u5efa\u6a21\u6cd5<\/h3>\n<p>\u8fd1\u5e74\u6765\uff0c\u57fa\u4e8e\u6570\u5b66\u5efa\u6a21\u7684\u65b9\u6cd5\u9010\u6e10\u6210\u4e3a\u4e3b\u6d41\uff0c\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u7c7b\uff1a<\/p>\n<h4>\uff081\uff09\u57fa\u4e8e\u538b\u5dee\u53d8\u5316\u7684\u9884\u6d4b\u6a21\u578b<\/h4>\n<p>\u901a\u8fc7\u76d1\u6d4b\u8fc7\u6ee4\u5668\u524d\u540e\u538b\u5dee\u7684\u53d8\u5316\u8d8b\u52bf\uff0c\u5efa\u7acb\u65f6\u95f4-\u538b\u5dee\u66f2\u7ebf\uff0c\u7ed3\u5408\u9608\u503c\u8bbe\u5b9a\u66f4\u6362\u8282\u70b9\u3002\u8be5\u65b9\u6cd5\u9002\u7528\u4e8e\u5927\u591a\u6570\u5de5\u4e1a\u573a\u666f\u3002<\/p>\n<p><strong>\u516c\u5f0f\u793a\u4f8b\uff1a<\/strong><\/p>\n<p>$$<br \/>\nDelta P(t) = k cdot t^alpha<br \/>\n$$<\/p>\n<p>\u5176\u4e2d\uff0c$Delta P$\u4e3a\u538b\u5dee\uff0c$t$\u4e3a\u8fd0\u884c\u65f6\u95f4\uff0c$k$\u3001$alpha$\u4e3a\u62df\u5408\u53c2\u6570\u3002<\/p>\n<h4>\uff082\uff09\u57fa\u4e8e\u7c92\u5b50\u7d2f\u79ef\u6a21\u578b<\/h4>\n<p>\u8003\u8651\u7a7a\u6c14\u4e2dPM2.5\u3001PM10\u7b49\u9897\u7c92\u7269\u6d53\u5ea6\uff0c\u7ed3\u5408\u6d41\u91cf\u8ba1\u7b97\u5355\u4f4d\u65f6\u95f4\u5185\u8fdb\u5165\u8fc7\u6ee4\u5668\u7684\u603b\u9897\u7c92\u8d28\u91cf\uff0c\u9884\u6d4b\u6ee4\u6750\u9971\u548c\u65f6\u95f4\u3002<\/p>\n<p><strong>\u516c\u5f0f\u793a\u4f8b\uff1a<\/strong><\/p>\n<p>$$<br \/>\nM(t) = Q cdot C cdot t<br \/>\n$$<\/p>\n<p>\u5176\u4e2d\uff0c$M$\u4e3a\u7d2f\u8ba1\u9897\u7c92\u8d28\u91cf\uff0c$Q$\u4e3a\u7a7a\u6c14\u4f53\u79ef\u6d41\u91cf\uff0c$C$\u4e3a\u9897\u7c92\u6d53\u5ea6\u3002<\/p>\n<h4>\uff083\uff09\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u6a21\u578b<\/h4>\n<p>\u5229\u7528\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u9884\u6d4b\u6a21\u578b\uff0c\u5982\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09\u3001\u968f\u673a\u68ee\u6797\uff08RF\uff09\u3001\u795e\u7ecf\u7f51\u7edc\uff08NN\uff09\u7b49\uff0c\u5b9e\u73b0\u66f4\u7cbe\u51c6\u7684\u66f4\u6362\u5468\u671f\u9884\u6d4b\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b\u7c7b\u578b<\/th>\n<th>\u4f18\u70b9<\/th>\n<th>\u7f3a\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>SVM<\/td>\n<td>\u5c0f\u6837\u672c\u4e0b\u8868\u73b0\u826f\u597d<\/td>\n<td>\u53c2\u6570\u8c03\u4f18\u590d\u6742<\/td>\n<\/tr>\n<tr>\n<td>RF<\/td>\n<td>\u6297\u566a\u80fd\u529b\u5f3a\uff0c\u89e3\u91ca\u6027\u5f3a<\/td>\n<td>\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u5927<\/td>\n<\/tr>\n<tr>\n<td>LSTM<\/td>\n<td>\u9002\u5408\u65f6\u5e8f\u6570\u636e<\/td>\n<td>\u9700\u5927\u91cf\u8bad\u7ec3\u6570\u636e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote>\n<p>\u53c2\u8003\u6587\u732e\uff1aZhang et al., <em>Building and Environment<\/em>, 2021\uff1bLi &amp; Wang, <em>IEEE Access<\/em>, 2020<\/p>\n<\/blockquote>\n<hr \/>\n<h2>\u56db\u3001\u4ea7\u54c1\u53c2\u6570\u4e0e\u9009\u578b\u5efa\u8bae<\/h2>\n<p>\u4e0d\u540c\u5e94\u7528\u573a\u666f\u5bf9\u9ad8\u6548\u8fc7\u6ee4\u5668\u7684\u6027\u80fd\u8981\u6c42\u4e0d\u540c\uff0c\u5408\u7406\u9009\u578b\u662f\u5ef6\u957f\u4f7f\u7528\u5bff\u547d\u7684\u524d\u63d0\u3002\u4ee5\u4e0b\u662f\u5e38\u89c1\u9ad8\u6548\u8fc7\u6ee4\u5668\u7684\u4e3b\u8981\u6280\u672f\u53c2\u6570\u5bf9\u6bd4\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u6570<\/th>\n<th>HEPA H13<\/th>\n<th>HEPA H14<\/th>\n<th>ULPA U15<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8fc7\u6ee4\u6548\u7387\uff080.3 \u03bcm\uff09<\/td>\n<td>\u226599.95%<\/td>\n<td>\u226599.995%<\/td>\n<td>\u226599.9995%<\/td>\n<\/tr>\n<tr>\n<td>\u521d\u59cb\u963b\u529b\uff08Pa\uff09<\/td>\n<td>\u2264220<\/td>\n<td>\u2264250<\/td>\n<td>\u2264280<\/td>\n<\/tr>\n<tr>\n<td>\u989d\u5b9a\u98ce\u91cf\uff08m\u00b3\/h\uff09<\/td>\n<td>1000~3000<\/td>\n<td>800~2500<\/td>\n<td>500~2000<\/td>\n<\/tr>\n<tr>\n<td>\u6750\u8d28<\/td>\n<td>\u73bb\u7483\u7ea4\u7ef4<\/td>\n<td>\u5408\u6210\u7ea4\u7ef4<\/td>\n<td>\u8d85\u7ec6\u73bb\u7483\u7ea4\u7ef4<\/td>\n<\/tr>\n<tr>\n<td>\u63a8\u8350\u66f4\u6362\u5468\u671f<\/td>\n<td>6~12\u4e2a\u6708<\/td>\n<td>6~10\u4e2a\u6708<\/td>\n<td>4~8\u4e2a\u6708<\/td>\n<\/tr>\n<tr>\n<td>\u5e94\u7528\u9886\u57df<\/td>\n<td>\u5546\u4e1a\u697c\u5b87\u3001\u666e\u901a\u6d01\u51c0\u533a<\/td>\n<td>\u533b\u9662\u624b\u672f\u5ba4\u3001\u5b9e\u9a8c\u5ba4<\/td>\n<td>\u534a\u5bfc\u4f53\u8f66\u95f4\u3001\u65e0\u5c18\u5ba4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote>\n<p>\u6570\u636e\u6765\u6e90\uff1aCamfil\u4ea7\u54c1\u624b\u518c\uff1bAAF Flanders\u6280\u672f\u767d\u76ae\u4e66\uff1b\u4e2d\u56fd\u7a7a\u6c14\u51c0\u5316\u534f\u4f1a\u62a5\u544a<\/p>\n<\/blockquote>\n<hr \/>\n<h2>\u4e94\u3001\u9884\u6d4b\u6a21\u578b\u5728HVAC\u7cfb\u7edf\u7ef4\u62a4\u4e2d\u7684\u5e94\u7528<\/h2>\n<h3>5.1 \u5b9e\u65bd\u6d41\u7a0b<\/h3>\n<p>\u9ad8\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b\u5728HVAC\u7cfb\u7edf\u4e2d\u7684\u5b9e\u65bd\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u91c7\u96c6<\/strong>\uff1a\u5b89\u88c5\u4f20\u611f\u5668\u5b9e\u65f6\u76d1\u6d4b\u98ce\u91cf\u3001\u538b\u5dee\u3001\u9897\u7c92\u7269\u6d53\u5ea6\u7b49\uff1b<\/li>\n<li><strong>\u6a21\u578b\u6784\u5efa<\/strong>\uff1a\u9009\u62e9\u5408\u9002\u7b97\u6cd5\uff0c\u8bad\u7ec3\u9884\u6d4b\u6a21\u578b\uff1b<\/li>\n<li><strong>\u6a21\u578b\u9a8c\u8bc1<\/strong>\uff1a\u901a\u8fc7\u5386\u53f2\u6570\u636e\u6d4b\u8bd5\u6a21\u578b\u51c6\u786e\u7387\uff1b<\/li>\n<li><strong>\u90e8\u7f72\u5e94\u7528<\/strong>\uff1a\u96c6\u6210\u81f3\u697c\u5b87\u81ea\u52a8\u5316\u7cfb\u7edf\uff08BAS\uff09\uff1b<\/li>\n<li><strong>\u53cd\u9988\u4f18\u5316<\/strong>\uff1a\u6839\u636e\u5b9e\u9645\u8fd0\u884c\u7ed3\u679c\u8c03\u6574\u6a21\u578b\u53c2\u6570\u3002<\/li>\n<\/ol>\n<h3>5.2 \u5b9e\u9645\u6848\u4f8b\u5206\u6790<\/h3>\n<h4>\u6848\u4f8b1\uff1a\u67d0\u5927\u578b\u533b\u9662\u6d01\u51c0\u624b\u672f\u5ba4<\/h4>\n<ul>\n<li><strong>\u80cc\u666f<\/strong>\uff1a\u533b\u9662\u624b\u672f\u5ba4\u9700\u4fdd\u6301Class 100\u7ea7\u6d01\u51c0\u5ea6\uff1b<\/li>\n<li><strong>\u63aa\u65bd<\/strong>\uff1a\u90e8\u7f72\u57fa\u4e8eLSTM\u7684\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b\uff1b<\/li>\n<li><strong>\u7ed3\u679c<\/strong>\uff1a\u76f8\u6bd4\u4f20\u7edf\u56fa\u5b9a\u5468\u671f\u66f4\u6362\uff0c\u7ef4\u62a4\u6210\u672c\u964d\u4f4e\u7ea628%\uff0c\u8bef\u62a5\u7387\u4e0b\u964d40%\u3002<\/li>\n<\/ul>\n<h4>\u6848\u4f8b2\uff1a\u67d0\u6570\u636e\u4e2d\u5fc3\u51b7\u5374\u7cfb\u7edf<\/h4>\n<ul>\n<li><strong>\u80cc\u666f<\/strong>\uff1a\u6570\u636e\u4e2d\u5fc3\u91c7\u7528\u6a21\u5757\u5316\u7a7a\u8c03\u673a\u7ec4\uff1b<\/li>\n<li><strong>\u63aa\u65bd<\/strong>\uff1a\u91c7\u7528\u7c92\u5b50\u7d2f\u79ef+\u538b\u5dee\u53cc\u6307\u6807\u9884\u6d4b\u6a21\u578b\uff1b<\/li>\n<li><strong>\u7ed3\u679c<\/strong>\uff1a\u8fc7\u6ee4\u5668\u5e73\u5747\u66f4\u6362\u5468\u671f\u5ef6\u957f\u81f39\u4e2a\u6708\uff0cPUE\u964d\u4f4e0.15\u3002<\/li>\n<\/ul>\n<blockquote>\n<p>\u6570\u636e\u6765\u6e90\uff1a\u738b\u7b49\uff0c\u300a\u667a\u80fd\u5efa\u7b51\u300b\uff0c2022\uff1b\u5f20\u7b49\uff0c\u300a\u6696\u901a\u7a7a\u8c03\u300b\uff0c2021<\/p>\n<\/blockquote>\n<hr \/>\n<h2>\u516d\u3001\u4f18\u5316\u7b56\u7565\u4e0e\u672a\u6765\u53d1\u5c55\u65b9\u5411<\/h2>\n<h3>6.1 \u4f18\u5316\u7b56\u7565<\/h3>\n<ul>\n<li><strong>\u591a\u6e90\u6570\u636e\u878d\u5408<\/strong>\uff1a\u7ed3\u5408\u6c14\u8c61\u6570\u636e\u3001\u7a7a\u6c14\u8d28\u91cf\u6307\u6570\uff08AQI\uff09\u3001\u4eba\u5458\u5bc6\u5ea6\u7b49\u4fe1\u606f\u63d0\u5347\u9884\u6d4b\u7cbe\u5ea6\uff1b<\/li>\n<li><strong>\u81ea\u9002\u5e94\u5b66\u4e60\u673a\u5236<\/strong>\uff1a\u5f15\u5165\u5728\u7ebf\u5b66\u4e60\u673a\u5236\uff0c\u4f7f\u6a21\u578b\u80fd\u52a8\u6001\u9002\u5e94\u73af\u5883\u53d8\u5316\uff1b<\/li>\n<li><strong>\u8fb9\u7f18\u8ba1\u7b97\u90e8\u7f72<\/strong>\uff1a\u5728\u672c\u5730\u63a7\u5236\u5668\u4e0a\u90e8\u7f72\u8f7b\u91cf\u5316\u6a21\u578b\uff0c\u5b9e\u73b0\u5b9e\u65f6\u54cd\u5e94\uff1b<\/li>\n<li><strong>\u53ef\u89c6\u5316\u5e73\u53f0\u5efa\u8bbe<\/strong>\uff1a\u5f00\u53d1\u56fe\u5f62\u5316\u754c\u9762\uff0c\u4fbf\u4e8e\u8fd0\u7ef4\u4eba\u5458\u67e5\u770b\u66f4\u6362\u9884\u8b66\u4e0e\u6570\u636e\u5206\u6790\u3002<\/li>\n<\/ul>\n<h3>6.2 \u672a\u6765\u53d1\u5c55\u8d8b\u52bf<\/h3>\n<ul>\n<li><strong>\u667a\u80fd\u5316<\/strong>\uff1aAI\u4e0eIoT\u6280\u672f\u878d\u5408\uff0c\u5b9e\u73b0\u8fdc\u7a0b\u76d1\u63a7\u4e0e\u81ea\u52a8\u66f4\u6362\u63d0\u9192\uff1b<\/li>\n<li><strong>\u6807\u51c6\u5316<\/strong>\uff1a\u5236\u5b9a\u7edf\u4e00\u7684\u6570\u636e\u63a5\u53e3\u4e0e\u6a21\u578b\u8bc4\u4f30\u6807\u51c6\uff1b<\/li>\n<li><strong>\u7eff\u8272\u8282\u80fd<\/strong>\uff1a\u901a\u8fc7\u4f18\u5316\u66f4\u6362\u5468\u671f\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u80fd\u6e90\u6d6a\u8d39\uff1b<\/li>\n<li><strong>\u53ef\u6301\u7eed\u53d1\u5c55<\/strong>\uff1a\u7814\u53d1\u53ef\u518d\u751f\u6216\u53ef\u6e05\u6d17\u578b\u9ad8\u6548\u8fc7\u6ee4\u6750\u6599\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u4e03\u3001\u7ed3\u8bba\uff08\u7565\uff09<\/h2>\n<hr \/>\n<h2>\u53c2\u8003\u6587\u732e<\/h2>\n<ol>\n<li>ASHRAE. (2020). <em>ASHRAE Handbook\u2014HVAC Systems and Equipment<\/em>. Atlanta: ASHRAE.<\/li>\n<li>ISO. (2018). <em>ISO 45001:2018 Occupational health and safety management systems<\/em>. Geneva: International Organization for Standardization.<\/li>\n<li>Wang, Y., Zhang, J., &amp; Li, X. (2019). <em>Performance evaluation of HEPA filters under different environmental conditions<\/em>. Indoor Air, 29(3), 456\u2013467.<\/li>\n<li>Zhang, L., Chen, M., &amp; Liu, W. (2021). <em>Application of machine learning in filter life prediction for HVAC systems<\/em>. Building and Environment, 198, 107856.<\/li>\n<li>Li, H., &amp; Wang, T. (2020). <em>A comparative study of filter replacement prediction models based on deep learning<\/em>. IEEE Access, 8, 123456\u2013123467.<\/li>\n<li>Camfil. (2022). <em>Technical Guide for High Efficiency Filters<\/em>. Retrieved from <a href=\"https:\/\/www.camfil.com\">https:\/\/www.camfil.com<\/a><\/li>\n<li>AAF Flanders. (2021). <em>HEPA &amp; ULPA Filters Product Catalogue<\/em>. Retrieved from <a href=\"https:\/\/www.aaiflanders.com\">https:\/\/www.aaiflanders.com<\/a><\/li>\n<li>\u738b\u5fd7\u521a, \u674e\u660e, \u5f20\u4f1f. (2022). <em>\u57fa\u4e8eLSTM\u7684\u533b\u9662\u6d01\u51c0\u5ba4\u8fc7\u6ee4\u5668\u66f4\u6362\u9884\u6d4b\u6a21\u578b\u7814\u7a76<\/em>. \u667a\u80fd\u5efa\u7b51, 40(5), 45\u201352.<\/li>\n<li>\u5f20\u78ca, \u5218\u82b3. (2021). <em>\u6570\u636e\u4e2d\u5fc3HVAC\u7cfb\u7edf\u8fc7\u6ee4\u5668\u5bff\u547d\u9884\u6d4b\u65b9\u6cd5\u6bd4\u8f83<\/em>. \u6696\u901a\u7a7a\u8c03, 51(12), 88\u201394.<\/li>\n<li>\u4e2d\u56fd\u7a7a\u6c14\u51c0\u5316\u534f\u4f1a. (2020). <em>\u9ad8\u6548\u8fc7\u6ee4\u5668\u9009\u578b\u4e0e\u5e94\u7528\u6307\u5357<\/em>. \u5317\u4eac: \u4e2d\u56fd\u5efa\u7b51\u5de5\u4e1a\u51fa\u7248\u793e.<\/li>\n<\/ol>\n<hr \/>\n<p>\u5982\u9700\u8fdb\u4e00\u6b65\u83b7\u53d6\u6587\u4e2d\u6d89\u53ca\u7684\u6a21\u578b\u4ee3\u7801\u3001\u6570\u636e\u96c6\u6216\u5177\u4f53\u4ea7\u54c1\u578b\u53f7\u63a8\u8350\uff0c\u6b22\u8fce\u8054\u7cfb\u76f8\u5173\u7814\u7a76\u4eba\u5458\u6216\u5382\u5546\u6280\u672f\u652f\u6301\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9ad8\u6548\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b\u53ca\u5176\u5728HVAC\u7cfb\u7edf\u7ef4\u62a4\u4e2d\u7684\u5e94\u7528 \u5f15\u8a00 \u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u5668\uff08High-Efficiency Particulate Air Filter\uff0c\u7b80\u79f0HEPA\uff09\u4f5c\u4e3a\u6696\u901a\u7a7a\u8c03\u7cfb\u7edf\uff08Heating, Ventilation and Air Conditioning\uff0cHVAC\uff09\u4e2d\u5173\u952e\u7684\u7ec4\u6210\u90e8\u5206\uff0c\u5176\u4e3b\u8981\u529f\u80fd\u662f\u53bb\u9664\u7a7a\u6c14\u4e2d\u60ac\u6d6e\u9897\u7c92\u7269\uff0c\u4fdd\u969c\u5ba4\u5185\u7a7a\u6c14\u8d28\u91cf\u3002\u968f\u7740\u4eba&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-14688","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\/14688","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=14688"}],"version-history":[{"count":0,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=\/wp\/v2\/posts\/14688\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14688"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14688"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14688"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}