{"id":6300,"date":"2026-08-26T14:45:19","date_gmt":"2026-08-26T06:45:19","guid":{"rendered":"https:\/\/www.dxfluidics.com\/?p=6300"},"modified":"2026-08-26T14:45:22","modified_gmt":"2026-08-26T06:45:22","slug":"%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%be%ae%e6%b5%81%e6%8e%a7%e8%8a%af%e7%89%87%e6%8a%80%e6%9c%af%ef%bc%9aai-%e9%a9%b1%e5%8a%a8%e6%b6%b2%e6%bb%b4%e7%94%9f%e6%88%90%e4%b8%8e%e6%99%ba%e8%83%bd","status":"publish","type":"post","link":"https:\/\/www.dxfluidics.com\/en\/technical-support\/information\/6300\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%be%ae%e6%b5%81%e6%8e%a7%e8%8a%af%e7%89%87%e6%8a%80%e6%9c%af%ef%bc%9aai-%e9%a9%b1%e5%8a%a8%e6%b6%b2%e6%bb%b4%e7%94%9f%e6%88%90%e4%b8%8e%e6%99%ba%e8%83%bd\/","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u5fae\u6d41\u63a7\u82af\u7247\u6280\u672f\uff1a\u4ece\u6db2\u6ef4\u751f\u6210\u5230\u667a\u80fd\u751f\u7269\u68c0\u6d4b\u7684\u5168\u9762\u7a81\u7834"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5728\u5de5\u4e1a 4.0 \u6d6a\u6f6e\u7684\u63a8\u52a8\u4e0b\uff0c\u667a\u80fd\u5316\u6b63\u5728\u91cd\u5851\u5404\u884c\u5404\u4e1a\u7684\u7814\u53d1\u8303\u5f0f\u3002\u5fae\u6d41\u63a7\u82af\u7247\u6280\u672f\u4f5c\u4e3a\u5316\u5b66\u5408\u6210\u4e0e\u751f\u547d\u79d1\u5b66\u9886\u57df\u7684\u6838\u5fc3\u5de5\u5177\uff0c\u51ed\u501f\u5176\u5fae\u578b\u5316\u3001\u96c6\u6210\u5316\u3001\u9ad8\u7cbe\u5ea6\u53ef\u63a7\u6027\u548c\u5feb\u901f\u70ed\u8d28\u4f20\u9012\u7b49\u4f18\u52bf\uff0c\u5df2\u5e7f\u6cdb\u5e94\u7528\u4e8e\u751f\u7269\u533b\u5b66\u3001\u5316\u5b66\u53cd\u5e94\u3001\u6750\u6599\u5408\u6210\u548c\u533b\u7597\u8bca\u65ad\u7b49\u573a\u666f\u3002\u7136\u800c\uff0c\u4f20\u7edf\u5fae\u6d41\u63a7\u82af\u7247\u7684\u8bbe\u8ba1\u4e0e\u4f18\u5316\u957f\u671f\u4f9d\u8d56\u7814\u7a76\u4eba\u5458\u7684\u7ecf\u9a8c\u79ef\u7d2f\uff0c\u5b58\u5728\u5b9e\u9a8c\u91cd\u590d\u6027\u5dee\u3001\u4f18\u5316\u8fc7\u7a0b\u8017\u65f6\u8017\u529b\u3001\u9ad8\u901a\u91cf\u63a2\u7d22\u6548\u7387\u53d7\u9650\u7b49\u74f6\u9888\u3002\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5f15\u5165\uff0c\u4e3a\u7834\u89e3\u8fd9\u4e9b\u96be\u9898\u63d0\u4f9b\u4e86\u5168\u65b0\u8def\u5f84\uff0cAI \u8f85\u52a9\u5fae\u6d41\u63a7\u6280\u672f\u6b63\u6210\u4e3a\u8be5\u9886\u57df\u4e0d\u53ef\u9006\u8f6c\u7684\u53d1\u5c55\u8d8b\u52bf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1.&nbsp;&nbsp;&nbsp; \u5fae\u6d41\u63a7\u82af\u7247\u7684\u5236\u9020\u57fa\u7840\u4e0e\u6750\u6599\u4f53\u7cfb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5fae\u6d41\u63a7\u82af\u7247\u7684\u5236\u5907\u662f\u6574\u4e2a\u6280\u672f\u94fe\u6761\u7684\u8d77\u70b9\u3002\u76ee\u524d\u4e3b\u6d41\u7684\u5fae\u6d41\u63a7\u82af\u7247\u6750\u6599\u5305\u62ec\u805a\u4e8c\u7532\u57fa\u7845\u6c27\u70f7\uff08PDMS\uff09\u3001\u73bb\u7483\u3001COC\u3001COP\u3001PMMA \u4ee5\u53ca\u7845\u57fa\u6750\u6599\u7b49\u3002\u5176\u4e2d\uff0cPDMS \u82af\u7247\u56e0\u5176\u4f18\u5f02\u7684\u751f\u7269\u76f8\u5bb9\u6027\u3001\u5149\u5b66\u900f\u660e\u6027\u548c\u5f39\u6027\uff0c\u6210\u4e3a\u5b9e\u9a8c\u5ba4\u7814\u7a76\u4e2d\u6700\u5e38\u7528\u7684\u9009\u62e9\u3002PDMS \u82af\u7247\u7684\u5236\u5907\u901a\u5e38\u6d89\u53ca\u5149\u523b\u80f6\u6a21\u5177\u5236\u4f5c\u3001PDMS \u6d47\u7b51\u3001\u56fa\u5316\u8131\u6a21\u3001\u6253\u5b54\u4ee5\u53ca PDMS \u7b49\u79bb\u5b50\u952e\u5408\u7b49\u5173\u952e\u6b65\u9aa4\uff0c\u4e13\u4e1a\u7684 PDMS \u82af\u7247\u52a0\u5de5\u5e73\u53f0\u548c PDMS \u952e\u5408\u5bf9\u51c6\u5e73\u53f0\u80fd\u591f\u663e\u8457\u63d0\u5347\u82af\u7247\u7684\u5236\u5907\u7cbe\u5ea6\u548c\u4e00\u81f4\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u66f4\u9ad8\u7cbe\u5ea6\u7684\u5e94\u7528\u573a\u666f\u4e2d\uff0cMEMS \u52a0\u5de5\u5de5\u827a\u53d1\u6325\u7740\u4e0d\u53ef\u66ff\u4ee3\u7684\u4f5c\u7528\u3002\u5fae\u7eb3\u52a0\u5de5\u6280\u672f\u6db5\u76d6\u5149\u523b\u3001\u7535\u5b50\u675f\u5149\u523b\u3001\u6df1\u7845\u523b\u8680\u3001\u9540\u819c\u3001\u9633\u6781\u952e\u5408\u7b49\u591a\u79cd\u5de5\u827a\u624b\u6bb5\uff0c\u80fd\u591f\u5b9e\u73b0\u5fae\u7c73\u4e43\u81f3\u7eb3\u7c73\u7ea7\u522b\u7684\u5fae\u6d41\u9053\u52a0\u5de5\u3002\u5fae\u7eb3\u52a0\u5de5\u5e73\u53f0\u548c MEMS \u4ee3\u5de5\u670d\u52a1\u4e3a\u79d1\u7814\u673a\u6784\u548c\u4f01\u4e1a\u63d0\u4f9b\u4e86\u4ece\u82af\u7247\u8bbe\u8ba1\u5230\u6d41\u7247\u91cf\u4ea7\u7684\u5b8c\u6574\u89e3\u51b3\u65b9\u6848\u3002\u6b64\u5916\uff0c\u82af\u7247\u8868\u9762\u4fee\u9970\u4e5f\u662f\u5fae\u6d41\u63a7\u82af\u7247\u5236\u5907\u4e2d\u7684\u91cd\u8981\u73af\u8282\uff0c\u901a\u8fc7\u919b\u57fa\u5316\u4fee\u9970\u3001\u6c28\u57fa\u4fee\u9970\u3001PEG \u4fee\u9970\u3001\u73af\u6c27\u57fa\u4fee\u9970\u4ee5\u53ca\u4eb2\u6c34\u4fee\u9970\u6216\u758f\u6c34\u4fee\u9970\u7b49\u624b\u6bb5\uff0c\u53ef\u4ee5\u7cbe\u51c6\u8c03\u63a7\u901a\u9053\u5185\u58c1\u7684\u8868\u9762\u6027\u8d28\uff0c\u6ee1\u8db3\u4e0d\u540c\u751f\u7269\u5206\u5b50\u56fa\u5b9a\u548c\u6d41\u4f53\u64cd\u63a7\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2.&nbsp;&nbsp;&nbsp; \u4eba\u5de5\u667a\u80fd\u6838\u5fc3\u7b97\u6cd5\u5728\u5fae\u6d41\u63a7\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u6846\u67b6<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5fae\u6d41\u63a7\u9886\u57df\u5e38\u7528\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4e3b\u8981\u5206\u4e3a\u56db\u5927\u7c7b\uff1a\u6811\u57fa\u6a21\u578b\u3001\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09\u3001\u6df1\u5ea6\u5b66\u4e60\u548c\u5f3a\u5316\u5b66\u4e60\u3002\u6811\u57fa\u6a21\u578b\u5305\u62ec\u51b3\u7b56\u6811\u3001\u968f\u673a\u68ee\u6797\u548c XGBoost \u7b49\uff0c\u5176\u6700\u5927\u4f18\u52bf\u5728\u4e8e\u6781\u5f3a\u7684\u53ef\u89e3\u91ca\u6027\uff0c\u80fd\u591f\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u4ece\u6a21\u578b\u4e2d\u53cd\u63a8\u5f71\u54cd\u6db2\u6ef4\u751f\u6210\u6216\u6750\u6599\u5408\u6210\u7684\u5173\u952e\u7279\u5f81\uff0c\u8fdb\u800c\u63a2\u7a76\u5e95\u5c42\u7269\u7406\u673a\u5236\u3002\u652f\u6301\u5411\u91cf\u673a\u5219\u5bf9\u9ad8\u7ef4\u3001\u975e\u7ebf\u6027\u6570\u636e\u5177\u6709\u826f\u597d\u7684\u9c81\u68d2\u6027\uff0c\u7279\u522b\u9002\u7528\u4e8e\u4e2d\u5c0f\u578b\u590d\u6742\u6570\u636e\u96c6\u7684\u56de\u5f52\u4e0e\u5206\u7c7b\u4efb\u52a1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"205\" src=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72471-1.png\" alt=\"\" class=\"wp-image-6301\" srcset=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72471-1.png 554w, https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72471-1-18x7.png 18w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe 1 (a) \u5e38\u7528\u6811\u6a21\u578b\u539f\u7406\u56fe; (b) \u652f\u6301\u5411\u91cf\u673a\u539f\u7406\u56fe; (c) \u6df1\u5ea6\u5b66\u4e60\u4e2d\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u539f\u7406\u56fe; (d) \u5f3a\u5316\u5b66\u4e60\u6a21\u578b\u539f\u7406\u56fe<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6df1\u5ea6\u5b66\u4e60\u662f\u5fae\u6d41\u63a7\u56fe\u50cf\u5206\u6790\u7684\u4e3b\u529b\u519b\u3002\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u901a\u8fc7\u5377\u79ef\u548c\u6c60\u5316\u64cd\u4f5c\u81ea\u52a8\u63d0\u53d6\u56fe\u50cf\u7279\u5f81\uff0c\u5df2\u5e7f\u6cdb\u5e94\u7528\u4e8e\u6db2\u6ef4\u8ffd\u8e2a\u3001\u6c14\u6ce1\u8bc6\u522b\u3001\u6d41\u578b\u5206\u7c7b\u548c\u7ec6\u80de\u68c0\u6d4b\u7b49\u4efb\u52a1\u3002\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff08RNN\uff09\u5219\u64c5\u957f\u5904\u7406\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff0c\u53ef\u7528\u4e8e\u5206\u6790\u7ec6\u80de\u8fd0\u52a8\u8f68\u8ff9\u548c\u53cd\u5e94\u52a8\u529b\u5b66\u8fc7\u7a0b\u3002\u5f3a\u5316\u5b66\u4e60\u4f5c\u4e3a\u4e00\u79cd\u901a\u8fc7\u8bd5\u9519\u5b66\u4e60\u6700\u4f18\u7b56\u7565\u7684\u7b97\u6cd5\uff0c\u5728\u5fae\u6df7\u5408\u5668\u81ea\u52a8\u8bbe\u8ba1\u548c\u53cd\u5e94\u6761\u4ef6\u4f18\u5316\u7b49\u987a\u5e8f\u51b3\u7b56\u95ee\u9898\u4e2d\u5c55\u73b0\u51fa\u72ec\u7279\u4f18\u52bf\u3002\u8fd9\u4e9b\u7b97\u6cd5\u4e0e\u5fae\u6d41\u63a7\u82af\u7247\u7684\u7ed3\u5408\uff0c\u6784\u6210\u4e86\u4ece\u6570\u636e\u91c7\u96c6\u3001\u9884\u5904\u7406\u3001\u6a21\u578b\u8bad\u7ec3\u5230\u6027\u80fd\u8bc4\u4f30\u548c\u8fed\u4ee3\u4f18\u5316\u7684\u5b8c\u6574\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3.&nbsp;&nbsp;&nbsp; AI&nbsp;\u8f85\u52a9\u6db2\u6ef4\u751f\u6210\u4e0e\u5fae\u53cd\u5e94\u5668\u4f18\u5316\u8bbe\u8ba1<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6db2\u6ef4\u5fae\u6d41\u63a7\u82af\u7247\u662f\u5fae\u6d41\u63a7\u6280\u672f\u7684\u91cd\u8981\u5206\u652f\uff0c\u80fd\u591f\u5feb\u901f\u751f\u6210\u5c3a\u5bf8\u5747\u4e00\u3001\u5355\u5206\u6563\u6027\u826f\u597d\u7684\u5fae\u6db2\u6ef4\uff0c\u6bcf\u4e2a\u6db2\u6ef4\u5747\u53ef\u4f5c\u4e3a\u72ec\u7acb\u7684\u5fae\u53cd\u5e94\u5668\u3002\u7136\u800c\uff0c\u6db2\u6ef4\u751f\u6210\u8fc7\u7a0b\u53d7\u6d41\u4f53\u6027\u8d28\u3001\u6d41\u901f\u3001\u5fae\u901a\u9053\u51e0\u4f55\u7ed3\u6784\u7b49\u591a\u91cd\u56e0\u7d20\u5f71\u54cd\uff0c\u4f20\u7edf\u8bbe\u8ba1\u65b9\u6cd5\u4f9d\u8d56\u5927\u91cf\u8bd5\u9519\u5b9e\u9a8c\u3002\u4eba\u5de5\u667a\u80fd\u7684\u5f15\u5165\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u4e86\u8fd9\u4e00\u5c40\u9762\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"338\" src=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72472-1.png\" alt=\"\" class=\"wp-image-6302\" srcset=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72472-1.png 554w, https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72472-1-18x11.png 18w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe 2 (a) \u4ece\u5b9e\u9a8c\u4e2d\u63d0\u53d6\u76f8\u5173\u4fe1\u606f\u4f5c\u4e3a\u6a21\u578b\u8f93\u5165\u548c\u8f93\u51fa\uff08W \u4e3a\u4e3b\u901a\u9053\u5bbd\u5ea6\uff0cLw \u4e3a\u6bdb\u7ec6\u7ba1\u5c16\u7aef\u5230\u5bf9\u5e94\u5fae\u901a\u9053\u58c1\u7684\u8ddd\u79bb\uff0cH \u4e3a\u4e3b\u901a\u9053\u9ad8\u5ea6\uff0cD \u4e3a\u6bdb\u7ec6\u7ba1<br>\u5185\u5f84\uff0crm \u4e3a\u4e3b\u901a\u9053\u4e2d\u7ebf\u7684\u534a\u5f84\uff0cA \u4e3a\u5404\u901a\u9053\u7684\u622a\u9762\u79ef\uff0cQ \u4e3a\u6d41\u91cf\uff0c \u4e3a\u6d41\u4f53\u5bc6\u5ea6\uff0c \u4e3a\u6d41\u4f53\u7684\u52a8\u529b\u9ecf\u5ea6\uff0c \u4e3a\u8868\u9762\u5f20\u529b\u7cfb\u6570\uff0cd \u4e3a\u901a\u9053\u6c34\u529b\u76f4\u5f84\uff0cn \u4e3a\u6240<br>\u53d6\u6db2\u6ef4\u6570\u91cf\uff09\uff1b(b) \u6784\u5efa\u53ef\u89e3\u91ca\u7684\u6811\u57fa\u6a21\u578b\uff1b(c) \u91c7\u7528 SHAP \u4ece\u6a21\u578b\u63a2\u7d22\u8f93\u5165\u5bf9\u8f93\u51fa\u7684\u5f71\u54cd[15<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u6784\u5efa\u4e0d\u540c\u5fae\u901a\u9053\u53c2\u6570\u4e0b\u7684\u6db2\u6ef4\u5c3a\u5bf8\u548c\u9891\u7387\u6570\u636e\u96c6\uff0c\u8bad\u7ec3 XGBoost \u7b49\u9884\u6d4b\u6a21\u578b\uff0c\u53ef\u5b9e\u73b0\u5bf9\u6db2\u6ef4\u751f\u6210\u6027\u80fd\u7684\u9ad8\u7cbe\u5ea6\u9884\u6d4b\uff0c\u90e8\u5206\u6a21\u578b\u7684 R\u00b2 \u53ef\u8fbe 0.988\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u7ed3\u5408 SHAP \u7b49\u53ef\u89e3\u91ca\u6027\u5206\u6790\u65b9\u6cd5\uff0c\u7814\u7a76\u4eba\u5458\u80fd\u591f\u91cf\u5316\u5404\u8f93\u5165\u7279\u5f81\u5bf9\u6db2\u6ef4\u5c3a\u5bf8\u7684\u5f71\u54cd\u7a0b\u5ea6\uff0c\u4ece\u673a\u7406\u5c42\u9762\u63ed\u793a\u6db2\u6ef4\u751f\u6210\u89c4\u5f8b\u3002\u5728\u6d41\u578b\u8bc6\u522b\u65b9\u9762\uff0c\u57fa\u4e8e CNN \u7684\u6db2 &#8211; \u6db2\u4e24\u76f8\u6d41\u578b\u8bc6\u522b\u5e73\u53f0\u5e73\u5747\u51c6\u786e\u7387\u8d85\u8fc7 99%\uff0c\u6570\u5c0f\u65f6\u5373\u53ef\u5b8c\u6210\u4eba\u5de5\u6570\u65e5\u7684\u5de5\u4f5c\u91cf\u3002\u8fc1\u79fb\u5b66\u4e60\u7684\u5f15\u5165\u8fdb\u4e00\u6b65\u5c06\u6240\u9700\u6807\u6ce8\u6570\u636e\u4ece\u6570\u5343\u7ec4\u964d\u81f3 40 \u5f20\uff0c\u8bad\u7ec3\u65f6\u95f4\u7f29\u77ed\u81f3\u7ea6 10 \u5206\u949f\uff0c\u4e3a\u5c0f\u6570\u636e\u96c6\u573a\u666f\u4e0b\u7684\u6a21\u578b\u90e8\u7f72\u63d0\u4f9b\u4e86\u53ef\u884c\u8def\u5f84\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"246\" src=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72473-1.png\" alt=\"\" class=\"wp-image-6303\" srcset=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72473-1.png 554w, https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72473-1-18x8.png 18w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe 3 (a) \u6db2\u2013\u6db2\u4e24\u76f8\u6d41\u578b\u8bc6\u522b\u5e73\u53f0\u5b9e\u9a8c\u88c5\u7f6e\u793a\u610f\u56fe[33]; (b) \u8fc1\u79fb\u6df1\u5ea6\u5b66\u4e60\u4e0e\u666e\u901a\u6df1\u5ea6\u5b66\u4e60\u7684\u5bf9\u6bd4; (c) \u6db2\u6ef4\u548c\u6c14\u6ce1\u8ffd\u8e2a\u4e2d\u8fc1\u79fb\u6df1\u5ea6\u5b66\u4e60\u548c\u666e\u901a\u6df1\u5ea6<br>\u5b66\u4e60\u8bad\u7ec3\u6a21\u578b\u7684\u8bc4\u4f30\u7ed3\u679c[34]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5fae\u53cd\u5e94\u5668\u8bbe\u8ba1\u9886\u57df\uff0c\u4eba\u5de5\u667a\u80fd\u540c\u6837\u5e26\u6765\u4e86\u9769\u547d\u6027\u53d8\u5316\u3002\u4f20\u7edf CFD \u6a21\u62df\u5355\u6b21\u8ba1\u7b97\u9700 24 \u5c0f\u65f6\uff0c\u800c\u7ed3\u5408\u4ee3\u7406\u6a21\u578b\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u53ef\u5c06\u8ba1\u7b97\u65f6\u95f4\u964d\u81f3\u6beb\u79d2\u7ea7\uff0c\u540c\u65f6\u4fdd\u6301\u76f8\u5f53\u7684\u9884\u6d4b\u7cbe\u5ea6\u3002\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u4e0e\u795e\u7ecf\u7f51\u7edc\u4ee3\u7406\u6a21\u578b\u7684\u7ed3\u5408\uff0c\u5b9e\u73b0\u4e86\u5fae\u6df7\u5408\u5668\u5c3a\u5bf8\u53c2\u6570\u7684\u81ea\u52a8\u4f18\u5316\uff0c\u5355\u4e2a\u6a21\u578b\u4f18\u5316\u4ec5\u9700 0.1 \u79d2\u5de6\u53f3\u3002\u5927\u8bed\u8a00\u6a21\u578b\u7684\u52a0\u5165\u66f4\u662f\u50ac\u751f\u4e86 &#8220;Chat-microreactor&#8221; \u7b49\u521b\u65b0\u5de5\u5177\uff0c\u80fd\u591f\u4ece\u6d77\u91cf\u6587\u732e\u4e2d\u81ea\u52a8\u63d0\u53d6\u5fae\u53cd\u5e94\u5668\u8bbe\u8ba1\u7684\u5173\u952e\u53c2\u6570\uff0c\u8f85\u52a9\u7814\u7a76\u4eba\u5458\u5feb\u901f\u5b8c\u6210\u65b9\u6848\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"286\" src=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72474-1.png\" alt=\"\" class=\"wp-image-6304\" srcset=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72474-1.png 554w, https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72474-1-18x9.png 18w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe 4 (a) ML \u6a21\u578b\u6846\u67b6; (b) \u5229\u7528\u5f3a\u5316\u5b66\u4e60\u8fdb\u884c\u5fae\u6df7\u5408\u5668\u81ea\u52a8\u5316\u8bbe\u8ba1\u7684\u6d41\u7a0b\u56fe[23]; (c) Chat-microreactor \u5de5\u4f5c\u6d41\u7a0b\u6982\u8ff0[41<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4.&nbsp;&nbsp;&nbsp; AI&nbsp;\u9a71\u52a8\u529f\u80fd\u5fae\u7eb3\u6750\u6599\u5408\u6210\u4e0e\u5fae\u5c3a\u5ea6\u5316\u5b66\u53cd\u5e94<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"569\" src=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72475-1.png\" alt=\"\" class=\"wp-image-6305\" srcset=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72475-1.png 554w, https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72475-1-12x12.png 12w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe 5 (a) \u57fa\u4e8e\u51b3\u7b56\u6811\u5f15\u5bfc\u5b9e\u9a8c\u8bbe\u8ba1\u7684\u5de5\u4f5c\u6d41\u7a0b\u56fe\u548c\u65b9\u6cd5\u8bf4\u660e\uff08k1 \u4e3a\u6210\u6838\u5e38\u6570\uff0ck2 \u4e3a\u751f\u957f\u5e38\u6570\uff0cSt. temp.\u4e3a\u50a8\u5b58\u6e29\u5ea6\uff0cDe \u4e3a\u8fea\u6069\u6570\uff0cRe \u4e3a\u96f7\u8bfa\u6570\uff09[47];<br>Gryffin \u7b97\u6cd5\u6307\u5bfc\u7684\u81ea\u52a8\u5316\u5408\u6210\u5e73\u53f0 (b) 2D \u548c (c) 3D \u793a\u610f\u56fe\uff08(1) \u88c5\u6709\u8bd5\u5242\u6eb6\u6db2\u7684\u5bb9\u5668\u3001(2) \u5206\u914d\u6cf5\u3001(3) \u632f\u8361\u6cf5\u3001(4) \u632f\u8361\u5fae\u6d41\u53cd\u5e94\u5668\u3001(5) \u6d41\u901a\u6c60\u3001<br>(6) \u5149\u6e90\u3001(7) \u5149\u8c31\u4eea\u3001(8) \u5e9f\u6db2\u5bb9\u5668\u3001(9) \u6837\u54c1\u6536\u96c6\u51fa\u53e3\uff09[11]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5fae\u7eb3\u6750\u6599\u5728\u5149\u7535\u3001\u5316\u5de5\u3001\u80fd\u6e90\u7b49\u9886\u57df\u5177\u6709\u4e0d\u53ef\u66ff\u4ee3\u7684\u4f5c\u7528\uff0c\u800c\u5fae\u6d41\u63a7\u6280\u672f\u4e3a\u5fae\u7eb3\u6750\u6599\u7684\u53ef\u63a7\u5408\u6210\u63d0\u4f9b\u4e86\u7406\u60f3\u5e73\u53f0\u3002\u7136\u800c\uff0c\u6750\u6599\u5408\u6210\u53d7\u6e29\u5ea6\u3001pH\u3001\u6d53\u5ea6\u3001\u6d41\u901f\u7b49\u591a\u53c2\u6570\u534f\u540c\u5f71\u54cd\uff0c\u4f20\u7edf\u4f18\u5316\u65b9\u6cd5\u6548\u7387\u4f4e\u4e0b\u3002\u4eba\u5de5\u667a\u80fd\u901a\u8fc7\u6784\u5efa\u7c92\u5f84\u9884\u6d4b\u6a21\u578b\uff0c\u80fd\u591f\u9ad8\u6548\u5206\u6790\u5404\u53cd\u5e94\u6761\u4ef6\u5bf9\u5fae\u7eb3\u9897\u7c92\u5c3a\u5bf8\u7684\u5f71\u54cd\uff0c\u5feb\u901f\u9501\u5b9a\u6700\u4f18\u5408\u6210\u533a\u95f4\u3002\u9488\u5bf9\u5b9e\u9a8c\u6570\u636e\u7a00\u7f3a\u7684\u95ee\u9898\uff0c\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff08GAN\uff09\u6570\u636e\u589e\u5f3a\u65b9\u6cd5\u53ef\u5c06\u51b3\u7b56\u6811\u548c\u968f\u673a\u68ee\u6797\u6a21\u578b\u7684 R\u00b2 \u4ece 0.87 \u548c 0.77 \u5206\u522b\u63d0\u5347\u81f3 0.96 \u548c 0.89\uff0c\u663e\u8457\u63d0\u5347\u4e86\u7a00\u758f\u6570\u636e\u573a\u666f\u4e0b\u7684\u9884\u6d4b\u6027\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"338\" src=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72476-1.png\" alt=\"\" class=\"wp-image-6306\" srcset=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72476-1.png 554w, https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72476-1-18x11.png 18w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe 6 (a) DRO \u6a21\u578b\u7684\u5c55\u5f00\u53ef\u89c6\u5316\u793a\u610f\u56fe[53]; (b) \u81ea\u52a8\u5316\u5b9e\u9a8c\u7cfb\u7edf\u7684\u7cfb\u7edf\u67b6\u6784\u56fe\u548c\u5b9e\u9a8c\u6d41\u7a0b\u56fe; (c) \u81ea\u52a8\u5316\u805a\u5408\u53cd\u5e94\u5e73\u53f0\u793a\u610f\u56fe[12<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u8fdb\u4e00\u6b65\uff0c\u81ea\u52a8\u5316\u5fae\u6d41\u63a7\u5408\u6210\u5e73\u53f0\u5b9e\u73b0\u4e86\u4ece &#8220;\u9884\u6d4b&#8221; \u5230 &#8220;\u51b3\u7b56&#8221; \u7684\u8de8\u8d8a\u3002\u57fa\u4e8e Gryffin \u7b97\u6cd5\u7684\u81ea\u9a71\u52a8\u7eb3\u7c73\u9897\u7c92\u5408\u6210\u5e73\u53f0\uff0c\u4ec5\u9700 100 \u6b21\u548c 30 \u6b21\u5b9e\u9a8c\u5373\u53ef\u5206\u522b\u786e\u5b9a\u5927\u5c3a\u5bf8\u548c\u5c0f\u5c3a\u5bf8\u91d1\u7eb3\u7c73\u9897\u7c92\u7684\u6700\u4f73\u5408\u6210\u914d\u65b9\uff0c\u5168\u7a0b\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u3002\u5728\u5316\u5b66\u53cd\u5e94\u9886\u57df\uff0c\u81ea\u52a8\u5316\u5fae\u6d41\u63a7\u7cfb\u7edf\u5355\u65e5\u53ef\u5b8c\u6210 12000 \u4e2a\u53cd\u5e94\u6761\u4ef6\u7684\u5927\u89c4\u6a21\u7b5b\u9009\uff0c\u5c06\u4f20\u7edf\u5355\u4eba\u5355\u65e5\u4e0d\u8db3 10 \u6b21\u7684\u5b9e\u9a8c\u901a\u91cf\u63d0\u5347\u4e86\u4e09\u4e2a\u6570\u91cf\u7ea7\u3002\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u6a21\u578b DRO \u53ef\u5728 30 \u5206\u949f\u5185\u627e\u5230\u5fae\u6db2\u6ef4\u53cd\u5e94\u7684\u6700\u4f73\u6761\u4ef6\uff0c\u800c\u81ea\u52a8\u5316\u805a\u5408\u53cd\u5e94\u5e73\u53f0\u5219\u5c06\u6700\u4f73\u53cd\u5e94\u6761\u4ef6\u7684\u53d1\u73b0\u65f6\u95f4\u4ece\u6570\u5468\u7f29\u77ed\u81f3\u6570\u5c0f\u65f6\uff0c\u540c\u65f6\u5927\u5e45\u51cf\u5c11\u8bd5\u5242\u6d88\u8017\u548c\u4e09\u5e9f\u6392\u653e\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5.&nbsp;&nbsp;&nbsp; AI&nbsp;\u4e0e\u5fae\u6d41\u63a7\u5728\u751f\u7269\u533b\u5b66\u9886\u57df\u7684\u6df1\u5ea6\u878d\u5408<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5fae\u6d41\u63a7\u82af\u7247\u6280\u672f\u9ad8\u7cbe\u5ea6\u3001\u4f4e\u8bd5\u5242\u6d88\u8017\u3001\u751f\u7269\u76f8\u5bb9\u6027\u597d\u7684\u7279\u70b9\uff0c\u4f7f\u5176\u6210\u4e3a\u751f\u7269\u533b\u5b66\u7814\u7a76\u7684\u7406\u60f3\u5de5\u5177\u3002\u7c7b\u5668\u5b98\u82af\u7247\u548c 3D 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class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"369\" src=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72477-1.png\" alt=\"\" class=\"wp-image-6307\" srcset=\"https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72477-1.png 554w, https:\/\/www.dxfluidics.com\/wp-content\/uploads\/2026\/08\/\u56fe\u72477-1-18x12.png 18w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe 7 (a) \u7528\u4e8e\u5b89\u5168\u6355\u83b7\u5375\u6bcd\u7ec6\u80de\u7684\u5fae\u6d41\u63a7\u82af\u7247\uff08R \u4e3a\u6c34\u529b\u963b\u529b\uff0cLc \u4e3a\u901a\u9053\u957f\u5ea6\uff0cH \u4e3a\u901a\u9053\u9ad8\u5ea6\uff09; (b) \u7279\u5f81\u76f8\u5173\u6027\u5206\u6790\u70ed\u529b\u56fe[57]; (c) \u7528\u4e8e\u63d0\u53d6<br>CTC \u8f68\u8ff9\u7684\u8d85\u5747\u5300\u5fae\u6d41\u63a7\u82af\u7247; (d) \u7528\u4e8e\u5206\u6790 CTC \u7ec6\u80de\u8f68\u8ff9\u6570\u636e\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u793a\u610f\u56fe\uff08L \u4ee3\u8868\u5e8f\u5217\u957f\u5ea6\uff09; (e) \u7528\u4e8e\u5206\u6790 CTC \u7ec6\u80de\u8f68\u8ff9\u6570\u636e\u7684\u5377<br>\u79ef\u795e\u7ecf\u7f51\u7edc\u793a\u610f\u56fe\uff08L \u4ee3\u8868\u5e8f\u5217\u957f\u5ea6\uff09[60]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u80fd\u7684\u52a0\u5165\u8fdb\u4e00\u6b65\u91ca\u653e\u4e86\u5fae\u6d41\u63a7\u751f\u7269\u82af\u7247\u7684\u6f5c\u529b\u3002\u5728\u7ec6\u80de\u8d28\u91cf\u8bc4\u4f30\u65b9\u9762\uff0c\u7814\u7a76\u4eba\u5458\u8bbe\u8ba1\u4e86\u7528\u4e8e\u5375\u6bcd\u7ec6\u80de\u5b89\u5168\u6355\u83b7\u7684\u5fae\u6d41\u63a7\u82af\u7247\uff0c\u7ed3\u5408\u968f\u673a\u68ee\u6797\u6a21\u578b\u5b9e\u73b0\u4e86 76.1% \u7684\u8d28\u91cf\u9884\u6d4b\u51c6\u786e\u7387\uff0c\u800c\u68c0\u6d4b\u6210\u672c\u4ec5\u4e3a\u4f20\u7edf\u52a8\u6001\u663e\u5fae\u7cfb\u7edf\u7684\u4e8c\u5341\u5206\u4e4b\u4e00\u3002\u5728\u5faa\u73af\u80bf\u7624\u7ec6\u80de\uff08CTC\uff09\u68c0\u6d4b\u9886\u57df\uff0c\u57fa\u4e8e PDMS \u8d85\u5747\u5300\u5fae\u6d41\u63a7\u82af\u7247\u63d0\u53d6\u7684\u7ec6\u80de\u8fd0\u52a8\u8f68\u8ff9\u6570\u636e\uff0c\u7ed3\u5408 RNN \u548c CNN \u7b97\u6cd5\u53ef\u5b9e\u73b0 84% \u7684 CTC \u5206\u7c7b\u51c6\u786e\u7387\uff0c\u4e14\u65e0\u9700\u4f20\u7edf\u7684\u8367\u5149\u6807\u8bb0\uff0c\u5927\u5927\u51cf\u5c11\u4e86\u7ec6\u80de\u635f\u4f24\u548c\u4eba\u5de5\u5de5\u4f5c\u91cf\u3002\u5728\u7ec6\u80de\u68c0\u6d4b\u65b9\u9762\uff0c\u6df7\u5408\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u5bf9\u53cc\u76f8\u5fae\u6d41\u63a7\u7cfb\u7edf\u4e2d\u51dd\u96c6\u7a0b\u5ea6\u7684\u81ea\u52a8\u91cf\u5316\u51c6\u786e\u7387\u9ad8\u8fbe 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class=\"wp-block-paragraph\">\u53c2\u8003\u6587\u732e\uff1ahttps:\/\/doi.org\/10.13374\/j.issn2095-9389.2025.12.29.002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5de5\u4e1a 4.0 \u6d6a\u6f6e\u7684\u63a8\u52a8\u4e0b\uff0c\u667a\u80fd\u5316\u6b63\u5728\u91cd\u5851\u5404\u884c\u5404\u4e1a\u7684\u7814\u53d1\u8303\u5f0f\u3002\u5fae\u6d41\u63a7\u82af\u7247\u6280\u672f\u4f5c\u4e3a\u5316\u5b66\u5408\u6210\u4e0e\u751f\u547d\u79d1\u5b66\u9886\u57df\u7684\u6838\u5fc3 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":6306,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-6300","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-information"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ 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