{"id":6825,"date":"2026-02-09T15:12:34","date_gmt":"2026-02-09T07:12:34","guid":{"rendered":"https:\/\/nullthought.net\/?p=6825"},"modified":"2026-02-09T15:12:36","modified_gmt":"2026-02-09T07:12:36","slug":"%e8%ae%a9-ai-agent-%e6%8e%a5%e7%ae%a1-plc-%e8%be%93%e5%87%ba%e7%ab%af%e5%8f%a3%ef%bc%9f%f0%9f%98%b1","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=6825","title":{"rendered":"\u8ba9 AI Agent \u63a5\u7ba1 PLC \u8f93\u51fa\u7aef\u53e3\uff1f\ud83d\ude31"},"content":{"rendered":"\n<p><strong>\u6280\u672f\u4e0a\u53ef\u505a\uff0c\u4f46\u5728\u7edd\u5927\u591a\u6570\u5de5\u4e1a\u573a\u666f\u91cc\uff0c\u4e0d\u5efa\u8bae\u8ba9 AI \u76f4\u63a5\u9a71\u52a8 DO\/AO\uff08\u7ebf\u5708\/\u6a21\u62df\u91cf\uff09\u6210\u4e3a\u6700\u7ec8\u6267\u884c\u8005\uff1b\u66f4\u53ef\u884c\u7684\u662f\u8ba9 AI \u5904\u5728\u201c\u76d1\u7763\/\u4f18\u5316\u5c42\u201d\uff0c\u8f93\u51fa\u88ab PLC\uff08\u5c24\u5176\u662f\u5b89\u5168 PLC\/SIS\uff09\u7528\u786e\u5b9a\u6027\u903b\u8f91\u7ea6\u675f\u540e\u518d\u843d\u5230\u7aef\u53e3\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"571\" height=\"1024\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/02\/AI-Agent_PLC-Control-571x1024.jpg\" alt=\"\" class=\"wp-image-6826\" style=\"aspect-ratio:0.5576291487964143;width:306px;height:auto\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/02\/AI-Agent_PLC-Control-571x1024.jpg 571w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/02\/AI-Agent_PLC-Control-167x300.jpg 167w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/02\/AI-Agent_PLC-Control-768x1376.jpg 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/02\/AI-Agent_PLC-Control-857x1536.jpg 857w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/02\/AI-Agent_PLC-Control.jpg 1024w\" sizes=\"auto, (max-width: 571px) 100vw, 571px\" \/><figcaption class=\"wp-element-caption\">\u8ba9 AI Agent \u63a5\u7ba1 PLC \u8f93\u51fa\u7aef\u53e3\uff1f\ud83d\ude31<\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">1) \u5148\u5b9a\u4e49\u201c\u63a5\u7ba1\u201d\u7684\u5c42\u7ea7\uff08\u4e0d\u540c\u5c42\u7ea7\u53ef\u884c\u6027\u5dee\u5f88\u591a\uff09<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u76f4\u63a5\u63a5\u7ba1\uff08\u6700\u6fc0\u8fdb\uff09<\/strong><br>AI \u901a\u8fc7\u901a\u8baf\u76f4\u63a5\u5199 PLC \u8f93\u51fa\u7ebf\u5708\/\u6a21\u62df\u91cf\uff0c\u6216\u7ed5\u8fc7 PLC \u7a0b\u5e8f\u76f4\u63a5\u9a71\u52a8\u6267\u884c\u5668\u3002\n<ul class=\"wp-block-list\">\n<li>\u53ef\u884c\u6027\uff1a<strong>\u4f4e<\/strong>\uff08\u9664\u975e\u662f\u4f4e\u98ce\u9669\u3001\u975e\u5b89\u5168\u76f8\u5173\u7684\u8f85\u52a9\u8f93\u51fa\uff09<\/li>\n\n\n\n<li>\u4e3b\u8981\u95ee\u9898\uff1a\u975e\u786e\u5b9a\u6027\u3001\u96be\u8ba4\u8bc1\u3001\u5931\u6548\u6a21\u5f0f\u4e0d\u53ef\u63a7\u3001\u7f51\u7edc\/\u6a21\u578b\u6545\u969c\u4f1a\u53d8\u6210\u201c\u8f93\u51fa\u5931\u63a7\u201d\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u53d7\u63a7\u63a5\u7ba1\uff08\u5de5\u7a0b\u4e0a\u6700\u5e38\u89c1\u7684\u201c\u53ef\u843d\u5730\u201d\u5f62\u6001\uff09<\/strong><br>AI \u4e0d\u5199\u8f93\u51fa\u7aef\u53e3\uff0c\u53ea\u5199\u201c<strong>\u547d\u4ee4\u5bc4\u5b58\u5668\/\u6a21\u5f0f\u8bf7\u6c42\/\u8bbe\u5b9a\u503c\/\u914d\u65b9\u53c2\u6570<\/strong>\u201d<strong>\uff1b<br>PLC \u5185\u90e8\u7528<\/strong>\u72b6\u6001\u673a + \u4e92\u9501\/\u8bb8\u53ef\u6761\u4ef6 + \u9650\u5e45\/\u901f\u7387\u9650\u5236\u51b3\u5b9a\u662f\u5426\u6267\u884c\uff0c\u5e76\u6700\u7ec8\u7531 PLC \u5199\u8f93\u51fa\u3002\n<ul class=\"wp-block-list\">\n<li>\u53ef\u884c\u6027\uff1a<strong>\u4e2d\u5230\u9ad8<\/strong>\uff08\u53d6\u51b3\u4e8e\u98ce\u9669\u7b49\u7ea7\u4e0e\u7ea6\u675f\u8bbe\u8ba1\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5efa\u8bae\/\u65c1\u8def\uff08\u6700\u5b89\u5168\u3001\u4e0a\u7ebf\u6700\u5feb\uff09<\/strong><br>AI \u53ea\u7ed9\u64cd\u4f5c\u5458\u6216\u4e0a\u4f4d\u7cfb\u7edf\u5efa\u8bae\uff0c\u7531\u4eba\u6216\u65e2\u5b9a\u903b\u8f91\u786e\u8ba4\u6267\u884c\uff08Human-in-the-loop\uff09\u3002\n<ul class=\"wp-block-list\">\n<li>\u53ef\u884c\u6027\uff1a<strong>\u9ad8<\/strong>\uff08\u5f88\u591a\u5de5\u5382\u7684 AI \u9879\u76ee\u7b2c\u4e00\u9636\u6bb5\u90fd\u8fd9\u4e48\u505a\uff09<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">2) \u4e3a\u4ec0\u4e48\u201cAI \u76f4\u63a5\u5199\u8f93\u51fa\u201d\u901a\u5e38\u4e0d\u53ef\u53d6\uff1a\u5173\u952e\u7ea6\u675f<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\">A. \u5b9e\u65f6\u6027\u4e0e\u786e\u5b9a\u6027<\/h5>\n\n\n\n<p>PLC \u7684\u63a7\u5236\u5faa\u73af\u5f3a\u8c03<strong>\u56fa\u5b9a\u626b\u63cf\u5468\u671f\u3001\u786e\u5b9a\u6027\u65f6\u5e8f\u3001\u53ef\u8bc1\u660e\u7684\u8fb9\u754c\u884c\u4e3a<\/strong>\uff1b\u800c AI Agent\uff08\u5c24\u5176 LLM \u7c7b\uff09\u5929\u7136\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a8\u7406\u65f6\u5ef6\u6296\u52a8\uff08\u7b97\u529b\u3001\u8d1f\u8f7d\u3001\u7f13\u5b58\u3001\u6a21\u578b\u7248\u672c\u90fd\u4f1a\u5f71\u54cd\uff09<\/li>\n\n\n\n<li>\u8f93\u51fa\u4e0d\u786e\u5b9a\uff08\u540c\u8f93\u5165\u4e0d\u4e00\u5b9a\u540c\u8f93\u51fa\uff09<\/li>\n\n\n\n<li>\u96be\u4ee5\u7528\u4f20\u7edf\u65b9\u5f0f\u505a\u201c\u7a77\u5c3d\u9a8c\u8bc1\u201d<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u610f\u5473\u7740\uff1a<strong>\u4e00\u65e6 AI \u53d8\u6210\u6700\u7ec8\u6267\u884c\u8005\uff0c\u4f60\u5f88\u96be\u4fdd\u8bc1\u6bcf\u4e2a\u626b\u63cf\u5468\u671f\u5185\u7684\u6700\u574f\u60c5\u51b5\uff08Worst-case\uff09\u8f93\u51fa\u662f\u5b89\u5168\u7684\u3002<\/strong><\/p>\n\n\n\n<h5 class=\"wp-block-heading\">B. \u529f\u80fd\u5b89\u5168\u4e0e\u5408\u89c4\uff08\u8fd9\u662f\u201c\u5361\u6b7b\u201d\u7684\u5927\u5934\uff09<\/h5>\n\n\n\n<p>\u5982\u679c\u8f93\u51fa\u7aef\u53e3\u5173\u8054\u4eba\u8eab\/\u8bbe\u5907\u5b89\u5168\uff08\u6025\u505c\u3001\u95e8\u9501\u3001\u5236\u52a8\u3001\u8054\u9501\u3001\u538b\u529b\/\u6e29\u5ea6\u6781\u9650\u4fdd\u62a4\u7b49\uff09\uff0c\u5c31\u4f1a\u843d\u5165\u529f\u80fd\u5b89\u5168\u4f53\u7cfb\uff0c\u9700\u8981\u6ee1\u8db3 SIL\/PL \u7b49\u8981\u6c42\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56fd\u9645\u7535\u5de5\u59d4\u5458\u4f1a\uff08IEC\uff09\u7684 IEC 61508 \u5f3a\u8c03\u57fa\u4e8e\u98ce\u9669\u7684\u65b9\u6cd5\u6765\u786e\u5b9a\u5b89\u5168\u529f\u80fd\u6240\u9700\u7684\u5b89\u5168\u5b8c\u6574\u6027\uff0c\u5e76\u8d2f\u7a7f\u5168\u751f\u547d\u5468\u671f\u8fc7\u7a0b\u8981\u6c42\u3002<\/li>\n\n\n\n<li>\u56fd\u9645\u6807\u51c6\u5316\u7ec4\u7ec7\uff08ISO\uff09\u7684 ISO 13849-1 \u4e3a\u673a\u68b0\u5b89\u5168\u76f8\u5173\u63a7\u5236\u7cfb\u7edf\uff08SRP\/CS\uff09\u63d0\u4f9b\u8bbe\u8ba1\u4e0e\u96c6\u6210\u6307\u5bfc\uff0c\u5e76\u5b9a\u4e49\/\u4f7f\u7528 Performance Level\uff08PL\uff09\u6765\u8868\u5f81\u5b89\u5168\u529f\u80fd\u80fd\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u73b0\u5b9e\u95ee\u9898\u662f\uff1a<strong>\u76ee\u524d\u5f88\u96be\u628a\u201c\u5f00\u653e\u5f0f AI Agent\u201d\u4f5c\u4e3a\u5b89\u5168\u76f8\u5173\u63a7\u5236\u903b\u8f91\u7684\u4e00\u90e8\u5206\u53bb\u505a\u8ba4\u8bc1\/\u590d\u6838<\/strong>\uff08\u5c24\u5176\u662f LLM \u7684\u975e\u786e\u5b9a\u6027\u4e0e\u7248\u672c\u6f02\u79fb\uff09\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">C. \u7f51\u7edc\u4e0e\u5b89\u5168\u9762\u6269\u5927\uff08OT \u5b89\u5168\uff09<\/h5>\n\n\n\n<p>\u8ba9 AI \u6709\u5199\u6743\u9650\uff0c\u672c\u8d28\u4e0a\u662f\u5728 OT \u63a7\u5236\u9762\u5f15\u5165\u65b0\u7684\u201c\u9ad8\u6743\u9650\u5199\u5165\u53e3\u201d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>International Society of Automation (ISA)\/IEC 62443 \u7cfb\u5217\u7ed9\u51fa\u4e86\u5de5\u4e1a\u81ea\u52a8\u5316\u4e0e\u63a7\u5236\u7cfb\u7edf\uff08IACS\uff09\u7684\u7f51\u7edc\u5b89\u5168\u8981\u6c42\u4e0e\u8fc7\u7a0b\u6846\u67b6\uff0c\u7528\u4e8e\u5b9e\u73b0\u548c\u7ef4\u6301\u7535\u5b50\u5b89\u5168\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u7528 OPC Foundation\u7684 OPC UA \u505a\u8bfb\u5199\uff0cUA \u7684\u5b89\u5168\u6a21\u578b\u5173\u6ce8\u5ba2\u6237\u7aef\/\u670d\u52a1\u5668\u4e0e\u7528\u6237\u8ba4\u8bc1\u3001\u901a\u4fe1\u5b8c\u6574\u6027\u4e0e\u673a\u5bc6\u6027\u7b49\uff0c\u4f46\u5177\u4f53\u201c\u5fc5\u987b\u7528\u5230\u4f55\u79cd\u673a\u5236\u201d\u53d6\u51b3\u4e8e\u73b0\u573a\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5176\u4ed6\u6807\u51c6\u7ea6\u675f\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4e00\u53e5\u8bdd\uff1a<strong>\u4e00\u65e6 AI \u5199\u8f93\u51fa\uff0c\u5c31\u5fc5\u987b\u6309\u9ad8\u7b49\u7ea7 OT \u5b89\u5168\u6765\u505a\u9694\u79bb\u3001\u767d\u540d\u5355\u3001\u7b7e\u540d\u3001\u5ba1\u8ba1\u3001\u6700\u5c0f\u6743\u9650\uff0c\u5426\u5219\u4e8b\u6545\/\u653b\u51fb\u9762\u4f1a\u663e\u8457\u4e0a\u5347\u3002<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3) \u66f4\u53ef\u884c\u7684\u843d\u5730\u67b6\u6784\uff08\u63a8\u8350\uff09<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\">\u67b6\u6784\u539f\u5219\uff1aAI \u5728\u201c\u4f18\u5316\u5c42\u201d\uff0cPLC \u5728\u201c\u6267\u884c\u5c42\u201d\uff0c\u5b89\u5168\u5728\u201c\u72ec\u7acb\u5c42\u201d<\/h5>\n\n\n\n<p><strong>\uff081\uff09\u5b89\u5168\u5c42\uff1a\u5b89\u5168 PLC \/ SIS \/ \u786c\u63a5\u7ebf\u6025\u505c<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6240\u6709\u5b89\u5168\u76f8\u5173\u4e92\u9501\u3001\u6025\u505c\u3001\u6781\u9650\u4fdd\u62a4\uff1a<strong>\u5fc5\u987b\u72ec\u7acb\u4e8e AI<\/strong>\uff0c\u5373\u4f7f AI\/\u7f51\u7edc\/\u5de5\u63a7\u673a\u5168\u6302\uff0c\u5b89\u5168\u4e5f\u80fd\u52a8\u4f5c\u3002<\/li>\n\n\n\n<li>AI \u6c38\u8fdc\u4e0d\u5e94\u62e5\u6709\u201c\u89e3\u9664\u5b89\u5168\u4e92\u9501\u201d\u7684\u6743\u529b\uff08\u6700\u591a\u7533\u8bf7\uff0c\u7531\u5b89\u5168\u903b\u8f91\u5224\u5b9a\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\uff082\uff09\u6267\u884c\u5c42\uff1a\u6807\u51c6 PLC \u7a0b\u5e8f\uff08\u786e\u5b9a\u6027\u72b6\u6001\u673a\uff09<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI \u53ea\u80fd\u5199\uff1a\u8bbe\u5b9a\u503c\/\u914d\u65b9\/\u6a21\u5f0f\u8bf7\u6c42\/\u4efb\u52a1\u961f\u5217<\/li>\n\n\n\n<li>PLC \u5fc5\u987b\u505a\uff1a\u8bb8\u53ef\u6761\u4ef6\uff08Permissive\uff09\u3001\u4e92\u9501\uff08Interlock\uff09\u3001\u9650\u5e45\u3001\u659c\u7387\u9650\u5236\u3001\u8d85\u65f6\u56de\u9000\u3001\u6545\u969c\u5b89\u5168\u6001<\/li>\n<\/ul>\n\n\n\n<p><strong>\uff083\uff09AI \u5c42\uff1aAgent \u505a\u8c03\u5ea6\/\u4f18\u5316\/\u8bca\u65ad<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5178\u578b\u6536\u76ca\uff1a\u80fd\u8017\u4f18\u5316\u3001\u8282\u62cd\u4f18\u5316\u3001\u9884\u6d4b\u7ef4\u62a4\u3001\u5f02\u5e38\u5904\u7f6e\u5efa\u8bae\u3001\u53c2\u6570\u6574\u5b9a\u5efa\u8bae<\/li>\n\n\n\n<li>\u5178\u578b\u8f93\u51fa\uff1a\u4e0b\u4e00\u6b65\u64cd\u4f5c\u5efa\u8bae\u3001\u8bbe\u5b9a\u503c\u5efa\u8bae\u3001\u5de5\u827a\u7a97\u53e3\u5efa\u8bae\u3001\u7ef4\u4fee\u7b56\u7565\u5efa\u8bae<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4) \u4e00\u5f20\u201c\u53ef\u884c\u6027\u5206\u7ea7\u8868\u201d\uff08\u4f60\u53ef\u4ee5\u62ff\u5b83\u505a\u51b3\u7b56\uff09<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u63a7\u5236\u5bf9\u8c61\/\u8f93\u51fa\u6027\u8d28<\/th><th>\u5141\u8bb8 AI \u53c2\u4e0e\u7684\u65b9\u5f0f<\/th><th>\u53ef\u884c\u6027<\/th><th>\u5907\u6ce8<\/th><\/tr><\/thead><tbody><tr><td>\u4eba\u8eab\u5b89\u5168\u76f8\u5173\u8f93\u51fa\uff08\u6025\u505c\u3001\u95e8\u9501\u3001\u5236\u52a8\u3001\u8054\u9501\uff09<\/td><td>AI \u53ea\u80fd\u5efa\u8bae\/\u544a\u8b66\uff1b\u6216\u5199\u201c\u8bf7\u6c42\u201d\u4f46\u4e0d\u80fd\u76f4\u63a5\u6267\u884c<\/td><td>\u4f4e<\/td><td>\u5fc5\u987b\u6ee1\u8db3 SIL\/PL\uff0c\u5f3a\u70c8\u5efa\u8bae\u72ec\u7acb\u5b89\u5168\u5c42<\/td><\/tr><tr><td>\u5de5\u827a\u5173\u952e\u4f46\u975e\u4eba\u8eab\u5b89\u5168\uff08\u5173\u952e\u9600\u95e8\u3001\u4e3b\u9a71\u52a8\uff09<\/td><td>AI \u7ed9\u8bbe\u5b9a\u503c\/\u6a21\u5f0f\u8bf7\u6c42\uff1bPLC \u505a\u4e92\u9501\u4e0e\u7a97\u53e3\u9650\u5236<\/td><td>\u4e2d<\/td><td>\u9700\u8981\u4e25\u5bc6\u7ea6\u675f\u3001HIL\/\u4eff\u771f\u9a8c\u8bc1\u3001\u56de\u9000\u7b56\u7565<\/td><\/tr><tr><td>\u8f85\u52a9\/\u4f4e\u98ce\u9669\u8f93\u51fa\uff08\u98ce\u673a\u3001\u7167\u660e\u3001\u975e\u5173\u952e\u6cf5\uff09<\/td><td>\u53ef\u5c1d\u8bd5\u66f4\u9ad8\u81ea\u6cbb\uff0c\u4f46\u4ecd\u5efa\u8bae\u9650\u5e45\u4e0e\u8d85\u65f6\u56de\u9000<\/td><td>\u9ad8<\/td><td>\u6700\u9002\u5408\u4f5c\u4e3a\u8bd5\u70b9\u573a\u666f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">5) \u5982\u679c\u4f60\u771f\u7684\u8981\u505a\uff1a\u6700\u5c0f\u53ef\u884c\u7684\u201c\u5b89\u5168\u843d\u5730\u6e05\u5355\u201d<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u4ece\u53ea\u8bfb\u5f00\u59cb\uff08Shadow Mode\uff09<\/strong>\uff1aAI \u5148\u4e0d\u5199\u4efb\u4f55\u4e1c\u897f\uff0c\u53ea\u9884\u6d4b\/\u5efa\u8bae\uff0c\u548c\u73b0\u6709\u63a7\u5236\u5bf9\u6bd4\u4e00\u6bb5\u65f6\u95f4\u3002<\/li>\n\n\n\n<li><strong>\u628a\u201c\u5199\u6743\u9650\u201d\u964d\u7ef4<\/strong>\uff1a\u53ea\u5f00\u653e\u7ed9 AI \u5199\u201c\u547d\u4ee4\u5bc4\u5b58\u5668\/\u8bbe\u5b9a\u503c\u201d\uff0c\u6c38\u4e0d\u5f00\u653e\u5199 DO \u7ebf\u5708\u3002<\/li>\n\n\n\n<li><strong>PLC \u5185\u7f6e\u201c\u5b89\u5168\u58f3\u201d<\/strong>\uff1a\u8bb8\u53ef\u6761\u4ef6\u3001\u4e92\u9501\u3001\u9650\u5e45\u3001\u901f\u7387\u9650\u5236\u3001\u5fc3\u8df3\uff08Heartbeat\uff09\u8d85\u65f6\u56de\u9000\u5230\u5b89\u5168\/\u4eba\u5de5\u6a21\u5f0f\u3002<\/li>\n\n\n\n<li><strong>\u5f3a\u5ba1\u8ba1\u4e0e\u53ef\u8ffd\u6eaf<\/strong>\uff1a\u6bcf\u6761 AI \u6307\u4ee4\u8bb0\u5f55\uff1a\u8f93\u5165\u3001\u7248\u672c\u3001\u51b3\u7b56\u4f9d\u636e\u6458\u8981\u3001\u5199\u5165\u503c\u3001PLC \u662f\u5426\u63a5\u53d7\u3001\u6267\u884c\u7ed3\u679c\u3002<\/li>\n\n\n\n<li><strong>OT \u5b89\u5168\u6309 62443 \u601d\u8def\u505a\u9694\u79bb<\/strong>\uff1a\u5206\u533a\u5206\u57df\u3001\u6700\u5c0f\u6743\u9650\u3001\u767d\u540d\u5355\u901a\u8baf\u3001\u8bc1\u4e66\/\u5bc6\u94a5\u7ba1\u7406\u3001\u79bb\u7ebf\u66f4\u65b0\u7b56\u7565\u7b49\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">6) \u7ed3\u8bba\uff08\u843d\u5230\u201c\u53ef\u884c\u6027\u201d\uff09<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u201cAI \u76f4\u63a5\u63a5\u7ba1 PLC \u8f93\u51fa\u7aef\u53e3\u201d<\/strong>\uff1a\u9664\u975e\u662f\u6781\u4f4e\u98ce\u9669\u573a\u666f\uff0c\u5426\u5219\u5de5\u7a0b\u4e0e\u5408\u89c4\u6210\u672c\u901a\u5e38\u9ad8\u5230\u4e0d\u5212\u7b97\uff0c\u4e14\u98ce\u9669\u96be\u4ee5\u88ab\u8bc1\u660e\u53ef\u63a7\u3002<\/li>\n\n\n\n<li><strong>\u201cAI \u901a\u8fc7\u53d7\u63a7\u63a5\u53e3\u5f71\u54cd PLC\uff08\u8bbe\u5b9a\u503c\/\u6a21\u5f0f\uff09\uff0c\u7531 PLC\/\u5b89\u5168\u5c42\u88c1\u51b3\u5e76\u6267\u884c\u8f93\u51fa\u201d<\/strong>\uff1a\u8fd9\u662f\u76ee\u524d\u5de5\u4e1a\u754c\u66f4\u73b0\u5b9e\u7684\u8def\u7ebf\uff0c\u80fd\u628a AI \u7684\u6536\u76ca\uff08\u4f18\u5316\u3001\u8bca\u65ad\u3001\u8c03\u5ea6\uff09\u5403\u5230\uff0c\u540c\u65f6\u628a\u98ce\u9669\u9694\u79bb\u5728\u786e\u5b9a\u6027\u63a7\u5236\u4e0e\u72ec\u7acb\u5b89\u5168\u5c42\u91cc\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6280\u672f\u4e0a\u53ef\u505a\uff0c\u4f46\u5728\u7edd\u5927\u591a\u6570\u5de5\u4e1a\u573a\u666f\u91cc\uff0c\u4e0d\u5efa\u8bae\u8ba9 AI \u76f4\u63a5\u9a71\u52a8 DO\/AO\uff08\u7ebf\u5708\/\u6a21\u62df\u91cf\uff09\u6210\u4e3a\u6700\u7ec8\u6267\u884c\u8005\uff1b\u66f4\u53ef\u884c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[8],"tags":[39,94,62,40],"class_list":["post-6825","post","type-post","status-publish","format-standard","hentry","category-tech","tag-ai","tag-agentic-ai","tag-62","tag-iot"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"NullThought","author_link":"https:\/\/nullthought.net\/?author=1"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/nullthought.net\/?cat=8\" rel=\"category\">Tech<\/a>","rttpg_excerpt":"\u6280\u672f\u4e0a\u53ef\u505a\uff0c\u4f46\u5728\u7edd\u5927\u591a\u6570\u5de5\u4e1a\u573a\u666f\u91cc\uff0c\u4e0d\u5efa\u8bae\u8ba9 AI \u76f4\u63a5\u9a71\u52a8 DO\/AO\uff08\u7ebf\u5708\/\u6a21\u62df\u91cf\uff09\u6210\u4e3a\u6700\u7ec8\u6267\u884c\u8005\uff1b\u66f4\u53ef\u884c&hellip;","_links":{"self":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6825","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6825"}],"version-history":[{"count":1,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6825\/revisions"}],"predecessor-version":[{"id":6827,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6825\/revisions\/6827"}],"wp:attachment":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}