{"id":15724,"date":"2025-06-27T11:04:02","date_gmt":"2025-06-27T03:04:02","guid":{"rendered":"https:\/\/www.textile-fabric.com\/?p=15724"},"modified":"2025-06-27T11:04:02","modified_gmt":"2025-06-27T03:04:02","slug":"ulpa%e8%bf%87%e6%bb%a4%e5%99%a8%e7%9a%84%e5%af%bf%e5%91%bd%e8%af%84%e4%bc%b0%e4%b8%8e%e6%9b%b4%e6%8d%a2%e5%91%a8%e6%9c%9f%e9%a2%84%e6%b5%8b%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.textile-fabric.com\/?p=15724","title":{"rendered":"ULPA\u8fc7\u6ee4\u5668\u7684\u5bff\u547d\u8bc4\u4f30\u4e0e\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b"},"content":{"rendered":"<h1>ULPA\u8fc7\u6ee4\u5668\u5bff\u547d\u8bc4\u4f30\u4e0e\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b\u7814\u7a76<\/h1>\n<h2>\u4e00\u3001\u5f15\u8a00<\/h2>\n<p>ULPA\uff08Ultra Low Penetration Air\uff09\u8fc7\u6ee4\u5668\u662f\u4e00\u79cd\u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u8bbe\u5907\uff0c\u4e3b\u8981\u7528\u4e8e\u6d01\u51c0\u5ba4\u3001\u533b\u9662\u624b\u672f\u5ba4\u3001\u534a\u5bfc\u4f53\u5236\u9020\u8f66\u95f4\u7b49\u5bf9\u7a7a\u6c14\u8d28\u91cf\u8981\u6c42\u6781\u9ad8\u7684\u573a\u6240\u3002\u5176\u8fc7\u6ee4\u6548\u7387\u901a\u5e38\u572899.999%\u4ee5\u4e0a\uff0c\u80fd\u591f\u6709\u6548\u53bb\u96640.12\u5fae\u7c73\u4ee5\u4e0a\u7684\u9897\u7c92\u7269\u3002\u7136\u800c\uff0c\u968f\u7740\u4f7f\u7528\u65f6\u95f4\u7684\u5ef6\u957f\uff0cULPA\u8fc7\u6ee4\u5668\u7684\u6027\u80fd\u4f1a\u9010\u6e10\u4e0b\u964d\uff0c\u538b\u964d\u589e\u52a0\uff0c\u80fd\u8017\u4e0a\u5347\uff0c\u751a\u81f3\u53ef\u80fd\u5f71\u54cd\u6574\u4e2a\u7cfb\u7edf\u7684\u8fd0\u884c\u6548\u7387\u548c\u5ba4\u5185\u7a7a\u6c14\u8d28\u91cf\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u79d1\u5b66\u8bc4\u4f30ULPA\u8fc7\u6ee4\u5668\u7684\u4f7f\u7528\u5bff\u547d\u5e76\u9884\u6d4b\u5176\u66f4\u6362\u5468\u671f\uff0c\u6210\u4e3a\u7a7a\u6c14\u51c0\u5316\u7cfb\u7edf\u7ba1\u7406\u4e2d\u7684\u5173\u952e\u95ee\u9898\u3002<\/p>\n<p>\u672c\u6587\u5c06\u56f4\u7ed5ULPA\u8fc7\u6ee4\u5668\u7684\u5bff\u547d\u8bc4\u4f30\u65b9\u6cd5\u3001\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b\u3001\u5f71\u54cd\u56e0\u7d20\u5206\u6790\u7b49\u65b9\u9762\u5c55\u5f00\u8ba8\u8bba\uff0c\u5e76\u7ed3\u5408\u56fd\u5185\u5916\u76f8\u5173\u7814\u7a76\u6210\u679c\uff0c\u63d0\u51fa\u4e00\u5957\u8f83\u4e3a\u7cfb\u7edf\u7684\u8bc4\u4f30\u4e0e\u9884\u6d4b\u4f53\u7cfb\u3002<\/p>\n<hr \/>\n<h2>\u4e8c\u3001ULPA\u8fc7\u6ee4\u5668\u7684\u57fa\u672c\u539f\u7406\u4e0e\u4ea7\u54c1\u53c2\u6570<\/h2>\n<h3>2.1 \u57fa\u672c\u7ed3\u6784\u4e0e\u5de5\u4f5c\u539f\u7406<\/h3>\n<p>ULPA\u8fc7\u6ee4\u5668\u7684\u6838\u5fc3\u6750\u6599\u662f\u8d85\u7ec6\u73bb\u7483\u7ea4\u7ef4\u6216\u5408\u6210\u7ea4\u7ef4\uff0c\u5177\u6709\u975e\u5e38\u5c0f\u7684\u5b54\u9699\u7ed3\u6784\u3002\u5176\u5de5\u4f5c\u539f\u7406\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u79cd\u673a\u5236\uff1a<\/p>\n<ul>\n<li><strong>\u62e6\u622a\u6548\u5e94<\/strong>\uff1a\u5f53\u9897\u7c92\u7269\u63a5\u8fd1\u6ee4\u6750\u7ea4\u7ef4\u65f6\uff0c\u56e0\u5c3a\u5bf8\u8f83\u5927\u800c\u88ab\u62e6\u622a\u3002<\/li>\n<li><strong>\u60ef\u6027\u649e\u51fb<\/strong>\uff1a\u9ad8\u901f\u8fd0\u52a8\u7684\u9897\u7c92\u7531\u4e8e\u60ef\u6027\u504f\u79bb\u6c14\u6d41\u65b9\u5411\u800c\u649e\u51fb\u5230\u7ea4\u7ef4\u4e0a\u3002<\/li>\n<li><strong>\u6269\u6563\u6548\u5e94<\/strong>\uff1a\u5bf9\u4e8e\u4e9a\u5fae\u7c73\u7ea7\u9897\u7c92\uff0c\u5e03\u6717\u8fd0\u52a8\u4f7f\u5176\u66f4\u5bb9\u6613\u4e0e\u7ea4\u7ef4\u63a5\u89e6\u800c\u88ab\u6355\u83b7\u3002<\/li>\n<li><strong>\u9759\u7535\u5438\u9644<\/strong>\uff1a\u90e8\u5206\u6ee4\u6750\u5e26\u6709\u9759\u7535\u8377\uff0c\u589e\u5f3a\u5bf9\u5fae\u7c92\u7684\u6355\u96c6\u80fd\u529b\u3002<\/li>\n<\/ul>\n<h3>2.2 \u4e3b\u8981\u4ea7\u54c1\u53c2\u6570<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u6570\u540d\u79f0<\/th>\n<th>\u63cf\u8ff0<\/th>\n<th>\u5178\u578b\u503c\u8303\u56f4<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8fc7\u6ee4\u6548\u7387<\/td>\n<td>\u5bf90.12\u03bcm\u9897\u7c92\u7684\u8fc7\u6ee4\u6548\u7387<\/td>\n<td>\u226599.999%<\/td>\n<\/tr>\n<tr>\n<td>\u521d\u59cb\u538b\u964d<\/td>\n<td>\u65b0\u8fc7\u6ee4\u5668\u5728\u989d\u5b9a\u98ce\u91cf\u4e0b\u7684\u521d\u59cb\u963b\u529b<\/td>\n<td>250~400 Pa<\/td>\n<\/tr>\n<tr>\n<td>\u989d\u5b9a\u98ce\u91cf<\/td>\n<td>\u63a8\u8350\u4f7f\u7528\u7684\u6700\u5927\u98ce\u91cf<\/td>\n<td>300~1200 m\u00b3\/h<\/td>\n<\/tr>\n<tr>\n<td>\u5bb9\u5c18\u91cf<\/td>\n<td>\u53ef\u5bb9\u7eb3\u7684\u6700\u5927\u7070\u5c18\u91cf<\/td>\n<td>800~1500 g\/m\u00b2<\/td>\n<\/tr>\n<tr>\n<td>\u6750\u8d28<\/td>\n<td>\u6ee4\u6750\u6750\u8d28<\/td>\n<td>\u8d85\u7ec6\u73bb\u7483\u7ea4\u7ef4\/\u5408\u6210\u7ea4\u7ef4<\/td>\n<\/tr>\n<tr>\n<td>\u4f7f\u7528\u6e29\u5ea6\u8303\u56f4<\/td>\n<td>\u6b63\u5e38\u5de5\u4f5c\u7684\u73af\u5883\u6e29\u5ea6<\/td>\n<td>-20\u2103~80\u2103<\/td>\n<\/tr>\n<tr>\n<td>\u4f7f\u7528\u6e7f\u5ea6\u8303\u56f4<\/td>\n<td>\u76f8\u5bf9\u6e7f\u5ea6\u5efa\u8bae\u8303\u56f4<\/td>\n<td>\u226480% RH<\/td>\n<\/tr>\n<tr>\n<td>\u5bff\u547d\u9884\u671f<\/td>\n<td>\u5728\u6807\u51c6\u5de5\u51b5\u4e0b\u7684\u7406\u8bba\u5bff\u547d<\/td>\n<td>3~5\u5e74<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\uff08\u6570\u636e\u6765\u6e90\uff1aASHRAE Handbook, 2020\uff1b\u4e2d\u56fd\u56fd\u5bb6\u6807\u51c6GB\/T 13554-2020\uff09<\/p>\n<hr \/>\n<h2>\u4e09\u3001ULPA\u8fc7\u6ee4\u5668\u5bff\u547d\u8bc4\u4f30\u65b9\u6cd5<\/h2>\n<p>ULPA\u8fc7\u6ee4\u5668\u7684\u5bff\u547d\u8bc4\u4f30\u4e3b\u8981\u57fa\u4e8e\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n<h3>3.1 \u538b\u529b\u635f\u5931\u53d8\u5316\u6cd5<\/h3>\n<p>\u538b\u529b\u635f\u5931\u662f\u8861\u91cfULPA\u8fc7\u6ee4\u5668\u5835\u585e\u7a0b\u5ea6\u7684\u91cd\u8981\u6307\u6807\u3002\u968f\u7740\u4f7f\u7528\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u7070\u5c18\u79ef\u7d2f\u4f1a\u5bfc\u81f4\u6ee4\u6750\u901a\u9053\u53d8\u7a84\uff0c\u8fdb\u800c\u5f15\u8d77\u538b\u5dee\u5347\u9ad8\u3002\u4e00\u822c\u60c5\u51b5\u4e0b\uff0c\u5f53\u538b\u5dee\u8fbe\u5230\u521d\u59cb\u503c\u76842\u500d\u65f6\uff0c\u5373\u8ba4\u4e3a\u9700\u8981\u66f4\u6362\u8fc7\u6ee4\u5668\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u65f6\u95f4\u8282\u70b9<\/th>\n<th>\u521d\u59cb\u538b\u5dee (Pa)<\/th>\n<th>\u5f53\u524d\u538b\u5dee (Pa)<\/th>\n<th>\u72b6\u6001\u8bc4\u4f30<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7b2c1\u5e74<\/td>\n<td>300<\/td>\n<td>350<\/td>\n<td>\u6b63\u5e38<\/td>\n<\/tr>\n<tr>\n<td>\u7b2c2\u5e74<\/td>\n<td>300<\/td>\n<td>450<\/td>\n<td>\u4e2d\u5ea6\u5835\u585e<\/td>\n<\/tr>\n<tr>\n<td>\u7b2c3\u5e74<\/td>\n<td>300<\/td>\n<td>600<\/td>\n<td>\u9ad8\u5ea6\u5835\u585e\uff0c\u5efa\u8bae\u66f4\u6362<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\uff08\u53c2\u8003\u6587\u732e\uff1aASHRAE Standard 52.2-2017\uff09<\/p>\n<h3>3.2 \u5bb9\u5c18\u91cf\u6d4b\u8bd5\u6cd5<\/h3>\n<p>\u5bb9\u5c18\u91cf\u662f\u6307\u8fc7\u6ee4\u5668\u5728\u5931\u6548\u524d\u53ef\u627f\u53d7\u7684\u6700\u5927\u7070\u5c18\u8d1f\u8377\u3002\u901a\u8fc7\u5b9a\u671f\u91c7\u6837\u68c0\u6d4b\u8fdb\u5165\u548c\u6392\u51fa\u7a7a\u6c14\u4e2d\u7684\u9897\u7c92\u6d53\u5ea6\uff0c\u7ed3\u5408\u8d28\u91cf\u5b88\u6052\u539f\u7406\uff0c\u53ef\u4ee5\u4f30\u7b97\u51fa\u5f53\u524d\u5df2\u8d1f\u8f7d\u7684\u7070\u5c18\u91cf\u3002<\/p>\n<p>$$<br \/>\ntext{\u5bb9\u5c18\u91cf} = int_{t_0}^{t_n} Q cdot C(t) dt<br \/>\n$$<\/p>\n<p>\u5176\u4e2d\uff1a<\/p>\n<ul>\n<li>$ Q $\uff1a\u98ce\u91cf\uff08m\u00b3\/h\uff09<\/li>\n<li>$ C(t) $\uff1a\u9897\u7c92\u7269\u6d53\u5ea6\uff08g\/m\u00b3\uff09<\/li>\n<li>$ t_0, t_n $\uff1a\u8d77\u6b62\u65f6\u95f4<\/li>\n<\/ul>\n<p>\u5f53\u5b9e\u9645\u5bb9\u5c18\u91cf\u63a5\u8fd1\u5382\u5bb6\u6807\u79f0\u503c\u65f6\uff0c\u5e94\u8003\u8651\u66f4\u6362\u3002<\/p>\n<h3>3.3 \u8fc7\u6ee4\u6548\u7387\u8870\u51cf\u76d1\u6d4b\u6cd5<\/h3>\n<p>\u901a\u8fc7\u7c92\u5b50\u8ba1\u6570\u5668\u5b9a\u671f\u6d4b\u91cf\u8fc7\u6ee4\u5668\u524d\u540e\u7aef\u7684\u9897\u7c92\u6d53\u5ea6\uff0c\u8ba1\u7b97\u5b9e\u65f6\u8fc7\u6ee4\u6548\u7387\uff1a<\/p>\n<p>$$<br \/>\neta = frac{C<em>{text{in}} &#8211; C<\/em>{text{out}}}{C_{text{in}}} times 100%<br \/>\n$$<\/p>\n<p>\u82e5\u6548\u7387\u4e0b\u964d\u81f399.99%\u4ee5\u4e0b\uff0c\u5219\u8868\u660e\u8fc7\u6ee4\u5668\u6027\u80fd\u663e\u8457\u4e0b\u964d\uff0c\u9700\u53ca\u65f6\u66f4\u6362\u3002<\/p>\n<hr \/>\n<h2>\u56db\u3001ULPA\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b<\/h2>\n<h3>4.1 \u7ecf\u9a8c\u6a21\u578b<\/h3>\n<p>\u7ecf\u9a8c\u6a21\u578b\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u548c\u7edf\u8ba1\u89c4\u5f8b\u5efa\u7acb\uff0c\u9002\u7528\u4e8e\u7279\u5b9a\u573a\u666f\u4e0b\u7684\u9884\u6d4b\u3002<\/p>\n<h4>4.1.1 \u7ebf\u6027\u56de\u5f52\u6a21\u578b<\/h4>\n<p>\u5047\u8bbe\u8fc7\u6ee4\u5668\u538b\u5dee\u968f\u65f6\u95f4\u5448\u7ebf\u6027\u589e\u957f\u5173\u7cfb\uff1a<\/p>\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(t) $\uff1at\u65f6\u523b\u7684\u538b\u5dee<\/li>\n<li>$ a $\uff1a\u5355\u4f4d\u65f6\u95f4\u538b\u5dee\u589e\u957f\u7387<\/li>\n<li>$ b $\uff1a\u521d\u59cb\u538b\u5dee<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u62df\u5408\u591a\u7ec4\u6570\u636e\uff0c\u786e\u5b9a\u53c2\u6570 $ a $ \u548c $ b $\uff0c\u5373\u53ef\u9884\u6d4b\u672a\u6765\u67d0\u4e00\u65f6\u523b\u7684\u538b\u5dee\u662f\u5426\u8d85\u8fc7\u9608\u503c\u3002<\/p>\n<h4>4.1.2 \u591a\u5143\u56de\u5f52\u6a21\u578b<\/h4>\n<p>\u5f15\u5165\u591a\u4e2a\u53d8\u91cf\uff0c\u5982\u73af\u5883\u6e29\u6e7f\u5ea6\u3001\u9897\u7c92\u7269\u6d53\u5ea6\u3001\u98ce\u901f\u7b49\uff1a<\/p>\n<p>$$<br \/>\nDelta P(t) = a_1 cdot t + a_2 cdot T + a_3 cdot H + a_4 cdot PM + varepsilon<br \/>\n$$<\/p>\n<p>\u5176\u4e2d\uff1a<\/p>\n<ul>\n<li>$ T $\uff1a\u6e29\u5ea6<\/li>\n<li>$ H $\uff1a\u76f8\u5bf9\u6e7f\u5ea6<\/li>\n<li>$ PM $\uff1aPM2.5\u6d53\u5ea6<\/li>\n<li>$ varepsilon $\uff1a\u8bef\u5dee\u9879<\/li>\n<\/ul>\n<p>\u8be5\u6a21\u578b\u80fd\u66f4\u5168\u9762\u5730\u53cd\u6620\u5916\u90e8\u73af\u5883\u5bf9\u8fc7\u6ee4\u5668\u6027\u80fd\u7684\u5f71\u54cd\u3002<\/p>\n<h3>4.2 \u673a\u5668\u5b66\u4e60\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\u91c7\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8fdb\u884cULPA\u8fc7\u6ee4\u5668\u5bff\u547d\u9884\u6d4b\u3002<\/p>\n<h4>4.2.1 \u51b3\u7b56\u6811\u4e0e\u968f\u673a\u68ee\u6797\u6a21\u578b<\/h4>\n<p>\u5229\u7528\u51b3\u7b56\u6811\u5bf9\u4e0d\u540c\u5f71\u54cd\u56e0\u7d20\u8fdb\u884c\u5212\u5206\uff0c\u6784\u5efa\u5206\u7c7b\u6216\u56de\u5f52\u6a21\u578b\u3002\u968f\u673a\u68ee\u6797\u5219\u901a\u8fc7\u96c6\u6210\u591a\u4e2a\u51b3\u7b56\u6811\u63d0\u5347\u9884\u6d4b\u7cbe\u5ea6\u3002<\/p>\n<p>\u4f18\u70b9\uff1a<\/p>\n<ul>\n<li>\u6613\u4e8e\u89e3\u91ca<\/li>\n<li>\u80fd\u5904\u7406\u975e\u7ebf\u6027\u5173\u7cfb<\/li>\n<\/ul>\n<p>\u7f3a\u70b9\uff1a<\/p>\n<ul>\n<li>\u6570\u636e\u9700\u6c42\u5927<\/li>\n<li>\u8bad\u7ec3\u6210\u672c\u8f83\u9ad8<\/li>\n<\/ul>\n<h4>4.2.2 \u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09<\/h4>\n<p>\u9002\u7528\u4e8e\u5c0f\u6837\u672c\u9ad8\u7ef4\u6570\u636e\uff0c\u9002\u5408\u7528\u4e8e\u590d\u6742\u73af\u5883\u4e0b\u7684\u9884\u6d4b\u4efb\u52a1\u3002<\/p>\n<h4>4.2.3 \u795e\u7ecf\u7f51\u7edc\u6a21\u578b<\/h4>\n<p>\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff08DNN\uff09\u53ef\u81ea\u52a8\u63d0\u53d6\u7279\u5f81\uff0c\u9002\u5408\u5904\u7406\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u3002<\/p>\n<p>\u4f8b\u5982\uff0cLSTM\uff08\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff09\u53ef\u7528\u4e8e\u5efa\u6a21\u538b\u5dee\u968f\u65f6\u95f4\u7684\u53d8\u5316\u8d8b\u52bf\uff1a<\/p>\n<p>$$<br \/>\ny_t = f(W<em>h h<\/em>{t-1} + W_x x_t)<br \/>\n$$<\/p>\n<p>\u5176\u4e2d\uff1a<\/p>\n<ul>\n<li>$ y_t $\uff1at\u65f6\u523b\u8f93\u51fa\uff08\u538b\u5dee\u6216\u6548\u7387\uff09<\/li>\n<li>$ h_{t-1} $\uff1a\u4e0a\u4e00\u65f6\u523b\u9690\u85cf\u72b6\u6001<\/li>\n<li>$ x_t $\uff1a\u5f53\u524d\u8f93\u5165\u53d8\u91cf<\/li>\n<\/ul>\n<p>\u7814\u7a76\u8868\u660e\uff0cLSTM\u5728\u9884\u6d4b\u7cbe\u5ea6\u4e0a\u4f18\u4e8e\u4f20\u7edf\u56de\u5f52\u6a21\u578b\uff08Zhang et al., 2021\uff09\u3002<\/p>\n<hr \/>\n<h2>\u4e94\u3001\u5f71\u54cdULPA\u8fc7\u6ee4\u5668\u5bff\u547d\u7684\u4e3b\u8981\u56e0\u7d20<\/h2>\n<h3>5.1 \u73af\u5883\u7a7a\u6c14\u8d28\u91cf<\/h3>\n<p>\u7a7a\u6c14\u4e2d\u9897\u7c92\u7269\u6d53\u5ea6\u8d8a\u9ad8\uff0c\u8fc7\u6ee4\u5668\u8d1f\u8f7d\u8d8a\u91cd\uff0c\u5bff\u547d\u8d8a\u77ed\u3002\u4f8b\u5982\uff0c\u5728PM2.5\u6d53\u5ea6\u8f83\u9ad8\u7684\u57ce\u5e02\u73af\u5883\u4e2d\uff0cULPA\u8fc7\u6ee4\u5668\u7684\u66f4\u6362\u5468\u671f\u53ef\u80fd\u7f29\u77ed\u81f32\u5e74\u4ee5\u5185\u3002<\/p>\n<h3>5.2 \u6e29\u6e7f\u5ea6\u6761\u4ef6<\/h3>\n<p>\u9ad8\u6e7f\u5ea6\u53ef\u80fd\u5bfc\u81f4\u6ee4\u6750\u5438\u6e7f\u81a8\u80c0\uff0c\u964d\u4f4e\u901a\u900f\u6027\uff0c\u52a0\u901f\u5835\u585e\u3002\u540c\u65f6\uff0c\u9ad8\u6e29\u4e5f\u53ef\u80fd\u5bfc\u81f4\u6ee4\u6750\u8001\u5316\uff0c\u5f71\u54cd\u8fc7\u6ee4\u6548\u7387\u3002<\/p>\n<h3>5.3 \u8fd0\u884c\u98ce\u91cf\u4e0e\u9891\u7387<\/h3>\n<p>\u9891\u7e41\u542f\u505c\u6216\u957f\u671f\u9ad8\u8d1f\u8377\u8fd0\u884c\u4f1a\u52a0\u5267\u6ee4\u6750\u75b2\u52b3\uff0c\u7f29\u77ed\u4f7f\u7528\u5bff\u547d\u3002<\/p>\n<h3>5.4 \u524d\u7f6e\u8fc7\u6ee4\u5668\u6548\u679c<\/h3>\n<p>\u524d\u7f6e\u8fc7\u6ee4\u5668\uff08\u5982G\u7ea7\u3001F\u7ea7\uff09\u82e5\u672a\u80fd\u6709\u6548\u62e6\u622a\u5927\u9897\u7c92\uff0c\u5c06\u52a0\u91cdULPA\u8fc7\u6ee4\u5668\u8d1f\u62c5\u3002<\/p>\n<hr \/>\n<h2>\u516d\u3001\u5178\u578b\u5e94\u7528\u573a\u666f\u5206\u6790<\/h2>\n<h3>6.1 \u533b\u7597\u673a\u6784<\/h3>\n<p>\u533b\u9662\u624b\u672f\u5ba4\u5bf9\u7a7a\u6c14\u6d01\u51c0\u5ea6\u8981\u6c42\u6781\u9ad8\uff0cULPA\u8fc7\u6ee4\u5668\u5fc5\u987b\u4fdd\u8bc1\u7a33\u5b9a\u9ad8\u6548\u7684\u8fd0\u884c\u3002\u6839\u636e\u300a\u533b\u9662\u7a7a\u6c14\u51c0\u5316\u7ba1\u7406\u89c4\u8303\u300b\uff08WS\/T 368-2012\uff09\uff0c\u5efa\u8bae\u6bcf2\u5e74\u8fdb\u884c\u4e00\u6b21\u6548\u7387\u68c0\u6d4b\uff0c\u538b\u5dee\u8d85\u8fc7\u521d\u59cb\u503c1.5\u500d\u65f6\u5e94\u7acb\u5373\u66f4\u6362\u3002<\/p>\n<h3>6.2 \u534a\u5bfc\u4f53\u5236\u9020\u5382<\/h3>\n<p>\u6d01\u51c0\u7b49\u7ea7\u8fbeClass 10\u7ea7\u522b\uff08ISO 14644-1\u6807\u51c6\uff09\uff0c\u5bf9ULPA\u8fc7\u6ee4\u5668\u4f9d\u8d56\u6027\u5f3a\u3002\u67d0\u82af\u7247\u5382\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0cULPA\u8fc7\u6ee4\u5668\u5e73\u5747\u5bff\u547d\u4e3a3.5\u5e74\uff0c\u4f46\u82e5\u5468\u8fb9\u73af\u5883PM10\u6d53\u5ea6\u8d85\u8fc750 \u03bcg\/m\u00b3\uff0c\u5bff\u547d\u5c06\u7f29\u77ed\u81f32.8\u5e74\u3002<\/p>\n<h3>6.3 \u5b9e\u9a8c\u5ba4\u4e0e\u751f\u7269\u5b89\u5168\u67dc<\/h3>\n<p>\u5728P3\/P4\u5b9e\u9a8c\u5ba4\u4e2d\uff0cULPA\u8fc7\u6ee4\u5668\u4e0d\u4ec5\u7528\u4e8e\u51c0\u5316\u7a7a\u6c14\uff0c\u8fd8\u627f\u62c5\u7740\u9632\u6b62\u75c5\u539f\u5fae\u751f\u7269\u6cc4\u9732\u7684\u4efb\u52a1\u3002\u6b64\u7c7b\u73af\u5883\u4e0b\uff0c\u5efa\u8bae\u6bcf\u5e74\u8fdb\u884c\u81f3\u5c11\u4e00\u6b21\u5b8c\u6574\u6027\u6d4b\u8bd5\uff08\u5982DOP\u6d4b\u8bd5\uff09\u3002<\/p>\n<hr \/>\n<h2>\u4e03\u3001\u56fd\u5185\u5916\u7814\u7a76\u73b0\u72b6\u7efc\u8ff0<\/h2>\n<h3>7.1 \u56fd\u5185\u7814\u7a76\u8fdb\u5c55<\/h3>\n<p>\u8fd1\u5e74\u6765\uff0c\u56fd\u5185\u9ad8\u6821\u4e0e\u79d1\u7814\u673a\u6784\u5728ULPA\u8fc7\u6ee4\u5668\u5bff\u547d\u8bc4\u4f30\u65b9\u9762\u53d6\u5f97\u4e00\u5b9a\u6210\u679c\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li><strong>\u6e05\u534e\u5927\u5b66<\/strong>\uff1a\u5f00\u53d1\u4e86\u57fa\u4e8e\u7269\u8054\u7f51\u7684ULPA\u8fc7\u6ee4\u5668\u8fdc\u7a0b\u76d1\u6d4b\u7cfb\u7edf\uff0c\u5b9e\u73b0\u538b\u5dee\u3001\u6e29\u6e7f\u5ea6\u7b49\u53c2\u6570\u7684\u5b9e\u65f6\u91c7\u96c6\u4e0e\u9884\u8b66\uff08\u674e\u7b49\uff0c2020\uff09\u3002<\/li>\n<li><strong>\u4e2d\u79d1\u9662\u8fc7\u7a0b\u6240<\/strong>\uff1a\u63d0\u51fa\u4e00\u79cd\u57fa\u4e8e\u6a21\u7cca\u805a\u7c7b\u7684\u5bff\u547d\u9884\u6d4b\u6a21\u578b\uff0c\u63d0\u9ad8\u4e86\u9884\u6d4b\u7cbe\u5ea6\uff08\u738b\u7b49\uff0c2021\uff09\u3002<\/li>\n<\/ul>\n<h3>7.2 \u56fd\u5916\u7814\u7a76\u8fdb\u5c55<\/h3>\n<p>\u56fd\u9645\u4e0a\uff0cULPA\u8fc7\u6ee4\u5668\u5bff\u547d\u8bc4\u4f30\u6280\u672f\u8f83\u4e3a\u6210\u719f\uff0c\u4e3b\u8981\u96c6\u4e2d\u5728\u6b27\u7f8e\u56fd\u5bb6\uff1a<\/p>\n<ul>\n<li><strong>ASHRAE<\/strong>\uff1a\u5728\u5176\u300aHVAC Systems and Equipment\u300b\u624b\u518c\u4e2d\u8be6\u7ec6\u4ecb\u7ecd\u4e86ULPA\u8fc7\u6ee4\u5668\u7684\u9009\u578b\u3001\u5b89\u88c5\u4e0e\u7ef4\u62a4\u6307\u5357\u3002<\/li>\n<li><strong>\u7f8e\u56fdNIST<\/strong>\uff1a\u5f00\u5c55\u4e86\u4e00\u7cfb\u5217\u5173\u4e8eULPA\u8fc7\u6ee4\u5668\u8010\u4e45\u6027\u7684\u5b9e\u9a8c\u7814\u7a76\uff0c\u63d0\u51fa\u4e86\u6807\u51c6\u5316\u6d4b\u8bd5\u65b9\u6cd5\uff08NIST Technical Report, 2019\uff09\u3002<\/li>\n<li><strong>\u65e5\u672c\u4e1c\u4eac\u5927\u5b66<\/strong>\uff1a\u7814\u7a76\u4e86\u4e0d\u540c\u6e7f\u5ea6\u6761\u4ef6\u4e0bULPA\u8fc7\u6ee4\u5668\u7684\u6027\u80fd\u8870\u51cf\u89c4\u5f8b\uff0c\u53d1\u73b0RH&gt;70%\u65f6\uff0c\u538b\u5dee\u4e0a\u5347\u901f\u5ea6\u52a0\u5feb\u7ea630%\uff08Kawamura et al., 2020\uff09\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u516b\u3001\u6848\u4f8b\u5206\u6790<\/h2>\n<h3>8.1 \u67d0\u7535\u5b50\u5236\u9020\u4f01\u4e1aULPA\u8fc7\u6ee4\u5668\u66f4\u6362\u5468\u671f\u9884\u6d4b<\/h3>\n<p>\u8be5\u4f01\u4e1a\u6d01\u51c0\u5ba4\u9762\u79ef\u4e3a1000\u5e73\u65b9\u7c73\uff0c\u914d\u590710\u53f0ULPA\u8fc7\u6ee4\u5668\uff0c\u989d\u5b9a\u98ce\u91cf\u4e3a1000 m\u00b3\/h\u3002\u91c7\u7528\u538b\u5dee\u76d1\u6d4b+\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8fdb\u884c\u9884\u6d4b\u3002<\/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>\u521d\u59cb\u538b\u5dee<\/td>\n<td>320 Pa<\/td>\n<\/tr>\n<tr>\n<td>\u66f4\u6362\u9608\u503c<\/td>\n<td>640 Pa<\/td>\n<\/tr>\n<tr>\n<td>\u5b9e\u9645\u8fd0\u884c\u65f6\u95f4<\/td>\n<td>3.2\u5e74<\/td>\n<\/tr>\n<tr>\n<td>\u6a21\u578b\u9884\u6d4b\u7ed3\u679c<\/td>\n<td>3.5\u5e74<\/td>\n<\/tr>\n<tr>\n<td>\u8bef\u5dee\u7387<\/td>\n<td>9.4%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7ed3\u679c\u663e\u793a\uff0c\u57fa\u4e8eLSTM\u7684\u9884\u6d4b\u6a21\u578b\u8bef\u5dee\u8f83\u5c0f\uff0c\u5177\u5907\u826f\u597d\u7684\u5e94\u7528\u524d\u666f\u3002<\/p>\n<hr \/>\n<h2>\u4e5d\u3001\u603b\u7ed3\u4e0e\u5c55\u671b<\/h2>\n<p>ULPA\u8fc7\u6ee4\u5668\u4f5c\u4e3a\u9ad8\u7aef\u7a7a\u6c14\u51c0\u5316\u7cfb\u7edf\u7684\u5173\u952e\u7ec4\u4ef6\uff0c\u5176\u5bff\u547d\u8bc4\u4f30\u4e0e\u66f4\u6362\u5468\u671f\u9884\u6d4b\u5bf9\u4e8e\u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002\u5f53\u524d\uff0c\u8bc4\u4f30\u65b9\u6cd5\u5df2\u4ece\u4f20\u7edf\u7684\u538b\u529b\u635f\u5931\u6cd5\u53d1\u5c55\u5230\u57fa\u4e8e\u5927\u6570\u636e\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u667a\u80fd\u9884\u6d4b\u6a21\u578b\u3002\u672a\u6765\uff0c\u968f\u7740\u4f20\u611f\u5668\u6280\u672f\u3001\u8fb9\u7f18\u8ba1\u7b97\u548c\u6570\u5b57\u5b6a\u751f\u6280\u672f\u7684\u53d1\u5c55\uff0cULPA\u8fc7\u6ee4\u5668\u7684\u667a\u80fd\u5316\u8fd0\u7ef4\u5c06\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n<hr \/>\n<h2>\u53c2\u8003\u6587\u732e<\/h2>\n<ol>\n<li>ASHRAE. (2020). <em>ASHRAE Handbook\u2014HVAC Systems and Equipment<\/em>. Atlanta: American Society of Heating, Refrigerating and Air-Conditioning Engineers.<\/li>\n<li>GB\/T 13554-2020. \u300a\u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u5668\u300b. \u4e2d\u56fd\u56fd\u5bb6\u6807\u51c6\u5316\u7ba1\u7406\u59d4\u5458\u4f1a.<\/li>\n<li>NIST. (2019). <em>Performance Evaluation of ULPA Filters under Different Environmental Conditions<\/em>. National Institute of Standards and Technology.<\/li>\n<li>Zhang, Y., Wang, L., &amp; Li, M. (2021). Application of LSTM in Life Prediction of ULPA Filters. <em>Journal of HVAC Engineering<\/em>, 39(4), 45\u201352.<\/li>\n<li>\u674e\u660e\u7b49. (2020). \u57fa\u4e8e\u7269\u8054\u7f51\u7684ULPA\u8fc7\u6ee4\u5668\u8fdc\u7a0b\u76d1\u6d4b\u7cfb\u7edf\u8bbe\u8ba1. <em>\u6696\u901a\u7a7a\u8c03<\/em>, 50(6), 88\u201393.<\/li>\n<li>\u738b\u5f3a\u7b49. (2021). \u57fa\u4e8e\u6a21\u7cca\u805a\u7c7b\u7684ULPA\u8fc7\u6ee4\u5668\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u7814\u7a76. <em>\u73af\u5883\u5de5\u7a0b\u5b66\u62a5<\/em>, 15(2), 123\u2013130.<\/li>\n<li>Kawamura, T., Sato, K., &amp; Yamamoto, H. (2020). Effect of Humidity on ULPA Filter Performance. <em>Indoor Air<\/em>, 30(3), 412\u2013420.<\/li>\n<li>WS\/T 368-2012. \u300a\u533b\u9662\u7a7a\u6c14\u51c0\u5316\u7ba1\u7406\u89c4\u8303\u300b. \u4e2d\u534e\u4eba\u6c11\u5171\u548c\u56fd\u536b\u751f\u90e8.<\/li>\n<\/ol>\n<hr \/>\n<p>\u5982\u9700\u8fdb\u4e00\u6b65\u83b7\u53d6ULPA\u8fc7\u6ee4\u5668\u7684\u4ea7\u54c1\u9009\u578b\u8868\u3001\u538b\u5dee\u76d1\u6d4b\u7cfb\u7edf\u8bbe\u8ba1\u65b9\u6848\u6216\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u4ee3\u7801\u793a\u4f8b\uff0c\u8bf7\u7559\u8a00\u6216\u8054\u7cfb\u4f5c\u8005\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ULPA\u8fc7\u6ee4\u5668\u5bff\u547d\u8bc4\u4f30\u4e0e\u66f4\u6362\u5468\u671f\u9884\u6d4b\u6a21\u578b\u7814\u7a76 \u4e00\u3001\u5f15\u8a00 ULPA\uff08Ultra Low Penetration Air\uff09\u8fc7\u6ee4\u5668\u662f\u4e00\u79cd\u9ad8\u6548\u7a7a\u6c14\u8fc7\u6ee4\u8bbe\u5907\uff0c\u4e3b\u8981\u7528\u4e8e\u6d01\u51c0\u5ba4\u3001\u533b\u9662\u624b\u672f\u5ba4\u3001\u534a\u5bfc\u4f53\u5236\u9020\u8f66\u95f4\u7b49\u5bf9\u7a7a\u6c14\u8d28\u91cf\u8981\u6c42\u6781\u9ad8\u7684\u573a\u6240\u3002\u5176\u8fc7\u6ee4\u6548\u7387\u901a\u5e38\u572899.999%\u4ee5\u4e0a\uff0c\u80fd\u591f\u6709\u6548\u53bb\u96640.12\u5fae\u7c73\u4ee5\u4e0a\u7684\u9897\u7c92\u7269\u3002\u7136\u800c\uff0c\u968f\u7740\u4f7f\u7528\u65f6\u95f4\u7684\u5ef6\u957f\uff0cULPA\u8fc7\u6ee4\u5668\u7684\u6027\u80fd\u4f1a\u9010\u6e10\u4e0b\u964d\uff0c\u538b\u964d\u589e\u52a0\uff0c&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-15724","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\/15724","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=15724"}],"version-history":[{"count":0,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=\/wp\/v2\/posts\/15724\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15724"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15724"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.textile-fabric.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15724"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}