{"id":7240,"date":"2026-08-21T13:38:29","date_gmt":"2026-08-21T05:38:29","guid":{"rendered":"https:\/\/nullthought.net\/?p=7240"},"modified":"2026-08-21T13:38:30","modified_gmt":"2026-08-21T05:38:30","slug":"ai%e5%bc%80%e5%a7%8b%e7%bc%96%e8%af%91%e5%b7%a5%e4%b8%9a%e6%8e%a7%e5%88%b6%ef%bc%9aplc%e5%b7%a5%e7%a8%8b%e6%ad%a3%e5%9c%a8%e8%bf%9b%e5%85%a5agent%e6%97%b6%e4%bb%a3","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=7240","title":{"rendered":"AI\u5f00\u59cb\u201c\u7f16\u8bd1\u201d\u5de5\u4e1a\u63a7\u5236\uff1aPLC\u5de5\u7a0b\u6b63\u5728\u8fdb\u5165Agent\u65f6\u4ee3"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb\u51e0\u5341\u5e74\uff0cPLC\u5de5\u7a0b\u7684\u6838\u5fc3\u5de5\u4f5c\u65b9\u5f0f\u51e0\u4e4e\u6ca1\u6709\u53d1\u751f\u6839\u672c\u53d8\u5316\u3002\u5de5\u827a\u5de5\u7a0b\u5e08\u7f16\u5199 Control Narrative\u3001I\/O List\u3001Cause &amp; Effect\u3001P&amp;ID \u7b49\u8bbe\u8ba1\u8d44\u6599\uff0c\u63a7\u5236\u5de5\u7a0b\u5e08\u9605\u8bfb\u8fd9\u4e9b\u6587\u6863\uff0c\u5728\u5934\u8111\u4e2d\u5b8c\u6210\u9700\u6c42\u7406\u89e3\u3001\u903b\u8f91\u62c6\u89e3\u548c\u5f02\u5e38\u60c5\u51b5\u63a8\u6f14\uff0c\u7136\u540e\u518d\u8fdb\u5165 TIA Portal\u3001Studio 5000\u3001CODESYS \u7b49\u5f00\u53d1\u73af\u5883\uff0c\u4e00\u70b9\u4e00\u70b9\u521b\u5efa\u53d8\u91cf\u3001\u8bbe\u5907\u3001\u529f\u80fd\u5757\u3001\u68af\u5f62\u56fe\u548c\u63a7\u5236\u7a0b\u5e8f\u3002PLC\u7f16\u7a0b\u5de5\u5177\u8d8a\u6765\u8d8a\u5f3a\uff0c\u4f46\u4ece\u201c\u5de5\u7a0b\u9700\u6c42\u201d\u5230\u201c\u53ef\u6267\u884c\u63a7\u5236\u903b\u8f91\u201d\u4e4b\u95f4\uff0c\u957f\u671f\u5b58\u5728\u7740\u4e00\u9053\u9ad8\u5ea6\u4f9d\u8d56\u4eba\u5de5\u7ecf\u9a8c\u7684\u9e3f\u6c9f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u6a21\u578b\u548cAI Agent\u6b63\u5728\u5f00\u59cb\u6539\u53d8\u8fd9\u9053\u9e3f\u6c9f\u3002\u771f\u6b63\u503c\u5f97\u5173\u6ce8\u7684\u5e76\u4e0d\u662f\u201cAI\u80fd\u591f\u5199\u51e0\u6bb5Structured Text\u201d\uff0c\u800c\u662f\u4e00\u5957\u65b0\u7684PLC\u5de5\u7a0b\u8303\u5f0f\u6b63\u5728\u51fa\u73b0\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Requirements Understanding \u2192 Intermediate Representation \/ Plan \u2192 Logic Synthesis \u2192 Project Build \u2192 Verification \u2192 Human Approval<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u628a\u5b83\u79f0\u4e3a <strong>AI-native PLC Engineering<\/strong>\u3002\u5b83\u610f\u5473\u7740AI\u4e0d\u518d\u53ea\u662f\u9644\u7740\u5728PLC\u5f00\u53d1\u8f6f\u4ef6\u65c1\u8fb9\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u800c\u9010\u6e10\u6210\u4e3a\u63a7\u5236\u5de5\u7a0b\u751f\u547d\u5468\u671f\u4e2d\u7684\u4e00\u4e2a\u6267\u884c\u4e3b\u4f53\uff1a\u9605\u8bfb\u9700\u6c42\u3001\u7406\u89e3\u9879\u76ee\u3001\u5236\u5b9a\u5de5\u7a0b\u8ba1\u5212\u3001\u751f\u6210\u63a7\u5236\u903b\u8f91\u3001\u4fee\u6539\u5de5\u7a0b\u5bf9\u8c61\u3001\u8c03\u7528\u7f16\u8bd1\u548c\u4eff\u771f\u5de5\u5177\u3001\u53d1\u73b0\u9519\u8bef\u5e76\u91cd\u65b0\u4fee\u6b63\uff0c\u6700\u540e\u5c06\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u5de5\u7a0b\u7ed3\u679c\u4ea4\u7ed9\u5de5\u7a0b\u5e08\u6279\u51c6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u5f00\u59cb\u7f16\u8bd1\u5de5\u4e1a\u63a7\u5236\uff1aPLC\u5de5\u7a0b\u6b63\u5728\u8fdb\u5165Agent\u65f6\u4ee3-1024x1024.jpg\" alt=\"\" class=\"wp-image-7241\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u5f00\u59cb\u7f16\u8bd1\u5de5\u4e1a\u63a7\u5236\uff1aPLC\u5de5\u7a0b\u6b63\u5728\u8fdb\u5165Agent\u65f6\u4ee3-1024x1024.jpg 1024w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u5f00\u59cb\u7f16\u8bd1\u5de5\u4e1a\u63a7\u5236\uff1aPLC\u5de5\u7a0b\u6b63\u5728\u8fdb\u5165Agent\u65f6\u4ee3-150x150.jpg 150w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u5f00\u59cb\u7f16\u8bd1\u5de5\u4e1a\u63a7\u5236\uff1aPLC\u5de5\u7a0b\u6b63\u5728\u8fdb\u5165Agent\u65f6\u4ee3-300x300.jpg 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u5f00\u59cb\u7f16\u8bd1\u5de5\u4e1a\u63a7\u5236\uff1aPLC\u5de5\u7a0b\u6b63\u5728\u8fdb\u5165Agent\u65f6\u4ee3-768x768.jpg 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u5f00\u59cb\u7f16\u8bd1\u5de5\u4e1a\u63a7\u5236\uff1aPLC\u5de5\u7a0b\u6b63\u5728\u8fdb\u5165Agent\u65f6\u4ee3-120x120.jpg 120w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/AI\u5f00\u59cb\u7f16\u8bd1\u5de5\u4e1a\u63a7\u5236\uff1aPLC\u5de5\u7a0b\u6b63\u5728\u8fdb\u5165Agent\u65f6\u4ee3.jpg 1254w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">AI\u5f00\u59cb\u201c\u7f16\u8bd1\u201d\u5de5\u4e1a\u63a7\u5236\uff1aPLC\u5de5\u7a0b\u6b63\u5728\u8fdb\u5165Agent\u65f6\u4ee3<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4ecePLC Copilot\u8d70\u5411PLC Engineering Agent<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e9\u671f\u5de5\u4e1aCopilot\u7684\u5178\u578b\u4f7f\u7528\u65b9\u5f0f\uff0c\u662f\u5de5\u7a0b\u5e08\u95ee\uff1a\u201cTON\u600e\u4e48\u4f7f\u7528\uff1f\u201d\u201c\u89e3\u91ca\u4e00\u4e0b\u8fd9\u6bb5\u68af\u5f62\u56fe\u201d\u201c\u5e2e\u6211\u5199\u4e00\u6bb5SCL\u4ee3\u7801\u201d\u3002AI\u5b9e\u9645\u4e0a\u53ea\u662f\u4e00\u4e2a\u77e5\u8bc6\u52a9\u624b\u6216\u4ee3\u7801\u52a9\u624b\uff0c\u4eba\u4ecd\u7136\u9700\u8981\u628aAI\u8f93\u51fa\u590d\u5236\u3001\u4fee\u6539\u3001\u7ec4\u5408\u5e76\u653e\u8fdb\u771f\u5b9ePLC\u5de5\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e74\u7684\u60c5\u51b5\u6b63\u5728\u53d1\u751f\u660e\u663e\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rockwell Automation\u5728FactoryTalk Design Studio 2.05\u4e2d\u5f15\u5165\u4e86 <strong>AI Agent Explorer<\/strong>\uff0c\u5305\u62ecPlan Agent\u548cBuild Agent\u3002Plan Agent\u80fd\u591f\u8bfb\u53d6I\/O List\u3001\u89c4\u683c\u4e66\u3001P&amp;ID\u3001L5X\u7b49\u5de5\u7a0b\u8d44\u6599\uff0c\u5206\u6790\u5dee\u5f02\u548c\u7f3a\u53e3\uff0c\u5e76\u751f\u6210\u7ed3\u6784\u5316\u7684controller project plan\uff1bBuild Agent\u5219\u53ef\u4ee5\u6267\u884c\u8fd9\u4e00\u8ba1\u5212\uff0c\u76f4\u63a5\u521b\u5efalibrary definitions\u3001devices\u3001tags\u4ee5\u53cacontroller code\uff0c\u540c\u65f6\u9010\u6b65\u9a8c\u8bc1\u6267\u884c\u7ed3\u679c\u3002Rockwell\u5df2\u7ecf\u628a\u8def\u5f84\u660e\u786e\u63a8\u8fdb\u5230\u201cdesign assets \u2192 project plan \u2192 working control project\u201d\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u4ee3\u7801\u95ee\u7b54\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Siemens\u4e5f\u5728\u6cbf\u7740\u76f8\u4f3c\u65b9\u5411\u63a8\u8fdb\u3002\u65e9\u671fEngineering Copilot\u4e3b\u8981\u6839\u636e\u81ea\u7136\u8bed\u8a00\u751f\u6210SCL\u4ee3\u7801\u5e76\u5bfc\u5165TIA Portal\uff0c\u800c2026\u5e74\u63a8\u51fa\u7684 <strong>Eigen Engineering Agent<\/strong> \u5df2\u7ecf\u8fdb\u4e00\u6b65\u8fdb\u5165TIA Portal\u9879\u76ee\u4e0a\u4e0b\u6587\uff0c\u53ef\u4ee5\u751f\u6210PLC\u4ee3\u7801\u3001\u521b\u5efaHMI\u3001\u914d\u7f6e\u8bbe\u5907\uff0c\u5e76\u5728\u5b8c\u6210\u4efb\u52a1\u4ee5\u540e\u68c0\u67e5\u81ea\u8eab\u7ed3\u679c\u3001\u7ee7\u7eed\u4fee\u6b63\u3002\u6362\u53e5\u8bdd\u8bf4\uff0cAI\u4ece\u201c\u7ed9\u5de5\u7a0b\u5e08\u5efa\u8bae\u201d\u8f6c\u5411\u4e86\u201c\u76f4\u63a5\u64cd\u4f5c\u5de5\u7a0b\u73af\u5883\u201d\u3002(<a href=\"https:\/\/press.siemens.com\/global\/en\/pressrelease\/siemens-xcelerator-scaling-roll-out-generative-ai-siemens-industrial-copilot?utm_source=chatgpt.com\">\u897f\u95e8\u5b50\u65b0\u95fb<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CODESYS\u8d70\u7684\u662f\u53e6\u4e00\u6761\u975e\u5e38\u503c\u5f97\u6ce8\u610f\u7684\u8def\u7ebf\u3002CODESYS V3.5 SP22\u589e\u52a0\u4e86\u9762\u5411AI\u5de5\u5177\u7684MCP Server\uff0c\u4f7f\u5916\u90e8LLM\u53ef\u4ee5\u901a\u8fc7\u6807\u51c6\u5316\u5de5\u5177\u63a5\u53e3\u8bfb\u53d6\u5e76\u64cd\u4f5cCODESYS\u5de5\u7a0b\u3002\u5b98\u65b9\u5df2\u7ecf\u5c55\u793a\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5373\u53ef\u521b\u5efaPOU\u3001\u53d8\u91cf\u548c\u7a0b\u5e8f\u903b\u8f91\uff0c\u5e76\u5141\u8bb8AI\u6267\u884c\u201c\u751f\u6210\u4ee3\u7801\u2014\u7f16\u8bd1\u2014\u8bfb\u53d6\u9519\u8bef\u2014\u4fee\u6539\u2014\u518d\u6b21\u7f16\u8bd1\u201d\u7684\u5b8c\u6574\u5faa\u73af\u3002\u8fd9\u91cc\u6700\u5173\u952e\u7684\u53d8\u5316\u5e76\u4e0d\u662f\u6a21\u578b\uff0c\u800c\u662fPLC IDE\u7b2c\u4e00\u6b21\u8d8a\u6765\u8d8a\u50cf\u4e00\u4e2a\u53ef\u4ee5\u88abAgent\u8c03\u7528\u7684\u201c\u5de5\u5177\u73af\u5883\u201d\u3002(<a href=\"https:\/\/www.codesys.com\/company\/news-center\/latest-news\/codesys-v35-sp22-release\/?utm_source=chatgpt.com\">CODESYS<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0cAI-native PLC Engineering\u4e0e\u666e\u901aPLC Copilot\u7684\u5206\u754c\u7ebf\u5176\u5b9e\u975e\u5e38\u660e\u786e\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Copilot\u4ea7\u751f\u5185\u5bb9\uff0cAgent\u6539\u53d8\u5de5\u7a0b\u72b6\u6001\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u8005\u56de\u7b54\u201c\u5e94\u8be5\u600e\u4e48\u505a\u201d\uff1b\u540e\u8005\u5f00\u59cb\u771f\u6b63\u6267\u884c\u201c\u628a\u5b83\u505a\u51fa\u6765\u201d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e00\u5c42\uff1aRequirements Understanding\u2014\u2014\u5148\u7406\u89e3\u5de5\u7a0b\uff0c\u800c\u4e0d\u662f\u5148\u751f\u6210\u4ee3\u7801<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">PLC\u5de5\u7a0b\u81ea\u52a8\u5316\u6700\u5927\u7684\u8bef\u533a\uff0c\u662f\u628a\u95ee\u9898\u7b80\u5355\u7406\u89e3\u6210\u201c\u81ea\u7136\u8bed\u8a00\u751f\u6210PLC\u4ee3\u7801\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e8b\u5b9e\u4e0a\uff0c\u771f\u6b63\u56f0\u96be\u7684\u662f\u9700\u6c42\u7406\u89e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982Control Narrative\u4e2d\u5199\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u7cfb\u7edf\u5904\u4e8eAUTO\u6a21\u5f0f\uff0c\u5165\u53e3\u9600\u6253\u5f00\u5e76\u4e14\u6db2\u4f4d\u6b63\u5e38\u65f6\u5141\u8bb8\u542f\u52a8\u6cf5\uff1b\u4f4e\u6db2\u4f4d\u3001\u5165\u53e3\u9600\u5173\u95ed\u6216\u8005\u7535\u673a\u6545\u969c\u65f6\u505c\u6b62\u6cf5\u3002\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u5de5\u7a0b\u5e08\u800c\u8a00\uff0c\u8fd9\u53e5\u8bdd\u4f3c\u4e4e\u975e\u5e38\u6e05\u695a\uff0c\u4f46\u8981\u771f\u6b63\u6210\u4e3aPLC\u7a0b\u5e8f\uff0c\u8fd8\u5b58\u5728\u5927\u91cf\u6ca1\u6709\u663e\u5f0f\u5199\u51fa\u7684\u5de5\u7a0b\u8bed\u4e49\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u542f\u52a8\u540e\u662f\u5426\u81ea\u4fdd\u6301\uff1f\u6545\u969c\u89e3\u9664\u540e\u662f\u5426\u5141\u8bb8\u81ea\u52a8\u91cd\u542f\uff1fSTOP\u4e0eSTART\u540c\u65f6\u53d1\u751f\u65f6\u8c01\u4f18\u5148\uff1f\u6db2\u4f4d\u4fe1\u53f7\u9700\u8981\u6301\u7eed\u591a\u4e45\u624d\u7b97\u4f4e\u6db2\u4f4d\uff1f\u4f20\u611f\u5668\u65ad\u7ebf\u5982\u4f55\u5904\u7406\uff1fAUTO\u5207\u6362\u5230MANUAL\u65f6\u5f53\u524d\u8f93\u51fa\u662f\u5426\u4fdd\u6301\uff1fPLC\u91cd\u65b0\u4e0a\u7535\u4ee5\u540e\u72b6\u6001\u662f\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0cAI-native PLC Engineering\u7b2c\u4e00\u6b65\u4e0d\u662f\u201cCode Generation\u201d\uff0c\u800c\u662f<strong>Requirement Engineering<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Agent\u9700\u8981\u540c\u65f6\u8bfb\u53d6Control Narrative\u3001I\/O List\u3001P&amp;ID\u3001Alarm List\u3001\u8bbe\u5907\u6570\u636e\u8868\u3001\u63a7\u5236\u6807\u51c6\u3001\u5df2\u6709Function Block Library\u4ee5\u53ca\u65e2\u6709PLC\u5de5\u7a0b\uff0c\u7136\u540e\u5efa\u7acb\u4e00\u4e2a\u9879\u76ee\u7ea7\u8bed\u4e49\u6a21\u578b\u3002Rockwell\u7684Plan Agent\u4e4b\u6240\u4ee5\u91cd\u8981\uff0c\u4e5f\u6b63\u5728\u4e8e\u5b83\u628a\u201c\u5148\u7406\u89e3\u3001\u518d\u8ba1\u5212\u201d\u660e\u786e\u53d8\u6210\u4e86\u4e00\u4e2a\u72ec\u7acb\u5de5\u7a0b\u9636\u6bb5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\u6210\u719f\u7684PLC Agent\u751a\u81f3\u5e94\u8be5\u80fd\u591f\u4e3b\u52a8\u53d1\u73b0\u9700\u6c42\u95ee\u9898\u3002\u4f8b\u5982\u4e24\u4e2a\u7ae0\u8282\u5206\u522b\u89c4\u5b9a\u201c\u6545\u969c\u89e3\u9664\u540e\u81ea\u52a8\u6062\u590d\u201d\u548c\u201c\u4efb\u4f55Trip\u5747\u9700\u4eba\u5de5Reset\u201d\uff0cAgent\u4e0d\u5e94\u8be5\u81ea\u884c\u731c\u6d4b\uff0c\u800c\u5e94\u8be5\u628a\u4e8c\u8005\u6807\u8bb0\u4e3aRequirement Conflict\u3002\u53c8\u6bd4\u5982\u201c\u538b\u529b\u8fc7\u9ad8\u540e\u5173\u95ed\u9600\u95e8\u201d\u6ca1\u6709\u7ed9\u51fa\u9608\u503c\u3001\u5ef6\u8fdf\u65f6\u95f4\u548c\u590d\u4f4d\u6761\u4ef6\uff0cAgent\u5e94\u8be5\u8f93\u51faRequirement Warning\uff0c\u800c\u4e0d\u662f\u51ed\u6a21\u578b\u7ecf\u9a8c\u8865\u5168\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5b9e\u9645\u4e0a\u5f62\u6210\u4e00\u79cd\u65b0\u7684\u80fd\u529b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Requirements Linting\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\u63a7\u5236\u5de5\u7a0b\u5e08\u5199Control Narrative\uff0c\u5f88\u53ef\u80fd\u5c31\u50cf\u7a0b\u5e8f\u5458\u4f7f\u7528\u9759\u6001\u4ee3\u7801\u68c0\u67e5\u5668\u4e00\u6837\uff0c\u5728\u7f16\u7a0b\u4e4b\u524d\u5148\u770b\u5230\u5927\u91cf\u5173\u4e8e\u6b67\u4e49\u3001\u7f3a\u5931\u3001\u51b2\u7a81\u548c\u4e0d\u53ef\u9a8c\u8bc1\u6761\u4ef6\u7684\u63d0\u793a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e8c\u5c42\uff1aIntermediate Representation \/ Plan\u2014\u2014AI-native PLC\u7684\u771f\u6b63\u6838\u5fc3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f4\u63a5\u6267\u884c\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Control Narrative \u2192 LLM \u2192 PLC\u7a0b\u5e8f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u5de5\u7a0b\u89d2\u5ea6\u770b\u5e76\u4e0d\u662f\u7406\u60f3\u8def\u7ebf\u3002LLM\u5fc5\u987b\u540c\u65f6\u5b8c\u6210\u9700\u6c42\u7406\u89e3\u3001\u903b\u8f91\u8bbe\u8ba1\u3001\u53d8\u91cf\u751f\u6210\u3001\u529f\u80fd\u5757\u9009\u62e9\u3001\u5382\u5546\u8bed\u6cd5\u9002\u914d\u3001XML\u7ec4\u7ec7\u548c\u56fe\u5f62\u5e03\u5c40\uff0c\u4efb\u4f55\u4e00\u6b65\u51fa\u73b0\u9519\u8bef\u90fd\u5f88\u96be\u8ffd\u8e2a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u52a0\u53ef\u9760\u7684\u67b6\u6784\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Engineering Documents\n        \u2193\nRequirements Understanding\n        \u2193\nSemantic IR \/ Project Plan\n        \u2193\nLogic Synthesis\n        \u2193\nPLC Project Build<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u91cc\u6700\u91cd\u8981\u7684\u662f\u4e2d\u95f4\u7684 <strong>Intermediate Representation\uff0cIR<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">IR\u4e0d\u5e94\u8be5\u53ea\u662fPLC\u4ee3\u7801\u6362\u4e00\u79cd\u5199\u6cd5\uff0c\u800c\u5e94\u8be5\u8868\u793a\u63a7\u5236\u672c\u8eab\u3002\u4f8b\u5982\u201cPump P101\u201d\u5177\u6709Auto\u3001Manual\u4e24\u4e2a\u6a21\u5f0f\uff1b\u542f\u52a8\u8bb8\u53ef\u5305\u62ec\u6db2\u4f4d\u6b63\u5e38\u3001\u5165\u53e3\u9600\u6253\u5f00\u3001\u7535\u673a\u65e0\u6545\u969c\uff1b\u4f4e\u6db2\u4f4d\u5c5e\u4e8eTrip\uff1bTrip\u5177\u6709\u9ad8\u4e8eStart\u7684\u4f18\u5148\u7ea7\uff1b\u6545\u969c\u4ee5\u540e\u7981\u6b62\u81ea\u52a8\u91cd\u542f\uff1b\u542f\u52a8\u547d\u4ee4\u91c7\u7528Reset-priority latch\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u4fe1\u606f\u90fd\u5e94\u8be5\u5728\u771f\u6b63\u51fa\u73b0AND\u3001OR\u3001TON\u3001RS\u4e4b\u524d\u5b8c\u6210\u5efa\u6a21\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ABB\u7814\u7a76\u56e2\u961f\u516c\u5f00\u7684Spec2Control\u5f88\u597d\u5730\u8bf4\u660e\u4e86\u8fd9\u4e00\u601d\u60f3\u3002\u8be5\u7cfb\u7edf\u4e0d\u662f\u8ba9LLM\u76f4\u63a5\u81ea\u7531\u751f\u6210\u6700\u7ec8PLCopen XML\uff0c\u800c\u662f\u91c7\u7528\u591a\u6b65LLM\u5de5\u4f5c\u6d41\uff0c\u5c06\u81ea\u7136\u8bed\u8a00Control Narrative\u9996\u5148\u8f6c\u6362\u4e3a\u7ed3\u6784\u5316\u63a7\u5236\u8868\u793a\uff0c\u518d\u7531\u786e\u5b9a\u6027\u7a0b\u5e8f\u751f\u6210IEC 61131-3 FBD\u4ee5\u53caPLCopen XML\u3002\u572810\u4efdControl Narrative\u300165\u4e2a\u590d\u6742\u6848\u4f8b\u4e0a\u7684\u5b9e\u9a8c\u4e2d\uff0c\u7814\u7a76\u56e2\u961f\u62a5\u544a\u63a7\u5236\u7b56\u7565\u8fde\u63a5\u6b63\u786e\u7387\u8fbe\u523098.6%\uff0c\u5e76\u4f30\u8ba1\u80fd\u591f\u51cf\u5c1194%\u201496%\u7684\u4eba\u5de5\u5de5\u4f5c\u91cf\uff1b\u9879\u76ee\u76ee\u524d\u540c\u65f6\u63d0\u4f9b\u5f00\u6e90\u7248\u672c\uff0c\u5e76\u8ba1\u5212\u96c6\u6210\u8fdb\u5165ABB\u5546\u4e1a\u5de5\u7a0b\u5de5\u5177\u3002(<a href=\"https:\/\/arxiv.org\/abs\/2510.04519?utm_source=chatgpt.com\">arXiv<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rockwell\u7684\u201cPlan Agent \u2192 Build Agent\u201d\u867d\u7136\u6ca1\u6709\u628a\u4e2d\u95f4\u5c42\u79f0\u4e3aIR\uff0c\u4f46\u4ece\u8f6f\u4ef6\u67b6\u6784\u4e0a\u770b\uff0cStructured Project Plan\u5b9e\u9645\u4e0a\u627f\u62c5\u4e86\u975e\u5e38\u7c7b\u4f3c\u7684\u89d2\u8272\uff1aAI\u9996\u5148\u5f62\u6210\u53ef\u68c0\u67e5\u7684\u5de5\u7a0b\u8ba1\u5212\uff0c\u5de5\u7a0b\u5e08\u53ef\u4ee5\u67e5\u770b\u548c\u4fee\u6539\uff0c\u7136\u540eBuild Agent\u518d\u6309\u7167\u8ba1\u5212\u6539\u53d8PLC\u9879\u76ee\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u8bf4\u660e\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u8d8b\u52bf\u6b63\u5728\u5f62\u6210\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5927\u6a21\u578b\u8d1f\u8d23\u628a\u6a21\u7cca\u7684\u5de5\u7a0b\u8bed\u8a00\u8f6c\u5316\u4e3a\u660e\u786e\u7684\u673a\u5668\u53ef\u6267\u884c\u610f\u56fe\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u627f\u62c5\u5168\u90e8\u4ee3\u7801\u751f\u6210\u7ec6\u8282\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e09\u5c42\uff1aLogic Synthesis\u2014\u2014\u4ece\u63a7\u5236\u8bed\u4e49\u5230IEC 61131-3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fdb\u5165Logic Synthesis\u4ee5\u540e\uff0c\u5f88\u591a\u4efb\u52a1\u53cd\u800c\u4e0d\u5e94\u8be5\u7ee7\u7eed\u4ea4\u7ed9LLM\u81ea\u7531\u53d1\u6325\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679cIR\u5df2\u7ecf\u660e\u786e\u89c4\u5b9a\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cP101\u8fd0\u884c\u8bb8\u53ef = AUTO \u2227 Level_OK \u2227 Valve_Open \u2227 \u00acMotor_Fault\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90a3\u4e48\u7cfb\u7edf\u63a5\u4e0b\u6765\u9700\u8981\u5b8c\u6210\u7684\u662f\u786e\u5b9a\u6027\u7684\u903b\u8f91\u7efc\u5408\uff1a\u9009\u62e9AND\u3001NOT\u3001RS\u3001TON\u7b49\u6807\u51c6\u5757\uff0c\u8fdb\u884c\u7c7b\u578b\u68c0\u67e5\u3001\u8fde\u63a5\u5206\u6790\u548c\u4f18\u5148\u7ea7\u5904\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u7b80\u5355\u7ec4\u5408\u903b\u8f91\uff0c\u53ef\u4ee5\u751f\u6210FBD\u6216LD\uff1b\u5bf9\u4e8e\u5305\u542b\u5927\u91cf\u6570\u5b66\u8fd0\u7b97\u548c\u6570\u636e\u5904\u7406\u7684\u903b\u8f91\uff0c\u53ef\u4ee5\u751f\u6210ST\uff1b\u5bf9\u4e8eStarting\u3001Running\u3001Stopping\u3001Fault\u7b49\u72b6\u6001\u660e\u663e\u7684\u8bbe\u5907\u6d41\u7a0b\uff0c\u5219\u66f4\u9002\u5408\u751f\u6210\u72b6\u6001\u673a\u6216SFC\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u771f\u6b63\u6210\u719f\u7684\u7cfb\u7edf\u76ee\u6807\u5176\u5b9e\u4e0d\u5e94\u8be5\u5c40\u9650\u4e8e\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Control Narrative \u2192 FBD<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u5e94\u8be5\u5347\u7ea7\u4e3a\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Control Narrative \u2192 Control Model \u2192 IEC 61131-3<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">FBD\u53ea\u662f\u4e00\u79cd\u540e\u7aef\u8868\u793a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u9636\u6bb5\u8fd8\u4f1a\u50ac\u751f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u5de5\u7a0b\u8d44\u4ea7\uff1a<strong>Function Block Knowledge Base<\/strong>\u3002Agent\u53ea\u9700\u8981\u5224\u65ad\u201c\u8fd9\u91cc\u9700\u8981\u4e00\u4e2aOn-delay Timer\u201d\u6216\u8005\u201c\u8fd9\u91cc\u9700\u8981\u4e00\u4e2aMotor Control Block\u201d\uff0c\u771f\u6b63\u91c7\u7528Rockwell AOI\u3001Siemens FB\u3001CODESYS Function Block\u8fd8\u662f\u4f01\u4e1a\u81ea\u5df1\u7684\u6807\u51c6\u5e93\uff0c\u5219\u7531\u76ee\u6807\u5e73\u53f0\u540e\u7aef\u786e\u5b9a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e8e\u662f\u540c\u4e00\u4efd\u63a7\u5236\u8bed\u4e49\u7406\u8bba\u4e0a\u53ef\u4ee5\u8f93\u51fa\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"> <code>                Control IR\n                \/     |      \\\n               \/      |       \\\n          Siemens   Rockwell  CODESYS\n             \u2193         \u2193         \u2193\n         TIA Portal   Logix   CODESYS Project<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u65f6\u5019\u6240\u8c13\u201cAI-native\u201d\uff0c\u5c31\u4e0d\u518d\u7b49\u4e8e\u67d0\u4e00\u4e2a\u5927\u6a21\u578b\u4f1a\u5199\u67d0\u4e00\u79cdPLC\u8bed\u8a00\uff0c\u800c\u9010\u6e10\u63a5\u8fd1\u771f\u6b63\u610f\u4e49\u4e0a\u7684<strong>\u63a7\u5236\u8f6f\u4ef6\u7f16\u8bd1\u7cfb\u7edf<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u56db\u5c42\uff1aProject Build\u2014\u2014\u4ee3\u7801\u751f\u6210\u53ea\u662f\u5de5\u7a0b\u751f\u6210\u7684\u4e00\u90e8\u5206<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u5b9ePLC\u9879\u76ee\u8fdc\u4e0d\u53ea\u662f\u51e0\u5341\u4e2aPOU\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u5b8c\u6574\u63a7\u5236\u9879\u76ee\u8fd8\u5305\u62ec\u8bbe\u5907\u6811\u3001I\/O\u6620\u5c04\u3001Data Type\u3001Tag\u3001Task\u3001Program\u3001Library\u3001\u7f51\u7edc\u914d\u7f6e\u3001HMI\u53d8\u91cf\u4ee5\u53ca\u5404\u79cd\u5382\u5546\u7279\u5b9a\u5de5\u7a0b\u5bf9\u8c61\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5AI-native PLC Engineering\u6700\u7ec8\u5fc5\u987b\u4ece\u201cCode Generation\u201d\u5347\u7ea7\u5230\u201cProject Generation\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rockwell Build Agent\u5df2\u7ecf\u5f00\u59cb\u76f4\u63a5\u521b\u5efadevices\u3001tags\u3001libraries\u548ccontroller code\uff1bSiemens Eigen\u5f00\u59cb\u64cd\u4f5cTIA Portal\u4e2d\u7684PLC\u3001HMI\u548c\u8bbe\u5907\u914d\u7f6e\uff1bCODESYS MCP Server\u5219\u628a\u6574\u4e2aIDE\u66b4\u9732\u6210AI\u53ef\u4ee5\u8c03\u7528\u7684\u4e00\u7ec4\u5de5\u7a0b\u5de5\u5177\u3002\u4e09\u8005\u5b9e\u9645\u4e0a\u90fd\u5728\u8bf4\u660e\u540c\u4e00\u4ef6\u4e8b\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>PLC\u5de5\u7a0b\u8f6f\u4ef6\u6b63\u5728\u4ece\u201c\u4eba\u64cd\u4f5cGUI\u7684\u8f6f\u4ef6\u201d\uff0c\u6f14\u5316\u6210\u201c\u4eba\u548cAgent\u5171\u540c\u64cd\u4f5c\u7684\u5de5\u7a0b\u5e73\u53f0\u201d\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4f1a\u8fdb\u4e00\u6b65\u6539\u53d8PLC\u5de5\u7a0b\u8f6f\u4ef6\u7684\u67b6\u6784\u3002\u672a\u6765PLC IDE\u662f\u5426\u62e5\u6709\u7a33\u5b9aAPI\u3001\u9879\u76ee\u5bf9\u8c61\u6a21\u578b\u3001\u7248\u672c\u63a7\u5236\u63a5\u53e3\u3001\u7f16\u8bd1\u63a5\u53e3\u3001\u4eff\u771f\u63a5\u53e3\u548c\u673a\u5668\u53ef\u8c03\u7528\u5de5\u5177\u534f\u8bae\uff0c\u91cd\u8981\u6027\u53ef\u80fd\u4e0d\u4e9a\u4e8eGUI\u672c\u8eab\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">PLCopen XML\u4ee5\u53caIEC 61131-10\u5728\u8fd9\u91cc\u4e5f\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002PLCopen\u7684XML\u4ea4\u6362\u673a\u5236\u672c\u6765\u5c31\u5e0c\u671b\u5728PLC\u7f16\u7a0b\u73af\u5883\u4e0e\u9ad8\u5c42\u5de5\u7a0b\u5de5\u5177\u3001\u6a21\u62df\u5668\u3001\u9a8c\u8bc1\u5de5\u5177\u548c\u6587\u6863\u7cfb\u7edf\u4e4b\u95f4\u5efa\u7acb\u6807\u51c6\u5316\u63a5\u53e3\uff0c\u5176\u4e2d\u751a\u81f3\u660e\u786e\u5305\u542b\u201c\u7531\u9ad8\u5c42\u5de5\u7a0b\u5de5\u5177\u751f\u6210\u56fe\u5f62\u548c\u903b\u8f91\u4fe1\u606f\u201d\u7684\u4f7f\u7528\u573a\u666f\u3002\u8fd9\u79cd\u539f\u672c\u4e3a\u5de5\u7a0b\u6570\u636e\u4ea4\u6362\u8bbe\u8ba1\u7684\u63a5\u53e3\uff0c\u5728AI\u65f6\u4ee3\u6070\u597d\u53ef\u4ee5\u6210\u4e3aAgent\u751f\u6210PLC\u5de5\u7a0b\u7684\u91cd\u8981\u4e2d\u95f4\u901a\u9053\u3002(<a href=\"https:\/\/plcopen.org\/sites\/default\/files\/downloads\/plcopen_xml_exchange.pdf?utm_source=chatgpt.com\">PLCopen<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e94\u5c42\uff1aVerification\u2014\u2014AI-native PLC\u771f\u6b63\u7684\u62a4\u57ce\u6cb3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u6574\u4e2a\u4f53\u7cfb\u6700\u91cd\u8981\u7684\u4e00\u5c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">PLC\u9886\u57df\u4e0d\u80fd\u4ec5\u4ec5\u7528\u201c\u4ee3\u7801\u770b\u8d77\u6765\u6b63\u786e\u201d\u6216\u8005\u201c98%\u7684\u8fde\u63a5\u4e00\u81f4\u201d\u5224\u65ad\u7a0b\u5e8f\u8d28\u91cf\u3002\u63a7\u5236\u7a0b\u5e8f\u5177\u6709\u9ad8\u5ea6\u975e\u7ebf\u6027\u7684\u540e\u679c\uff1a100\u6761\u8fde\u63a5\u6b63\u786e99\u6761\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u63a7\u5236\u7cfb\u7edf99%\u5b89\u5168\u3002\u4e00\u6761\u9519\u8bef\u7684\u8054\u9501\u3001\u4e00\u5904\u9519\u8bef\u7684NOT\u3001\u4e00\u6b21\u4e0d\u8be5\u53d1\u751f\u7684\u81ea\u52a8\u91cd\u542f\uff0c\u5c31\u53ef\u80fd\u6539\u53d8\u6574\u4e2a\u8bbe\u5907\u884c\u4e3a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u771f\u6b63\u5e94\u8be5\u9a8c\u8bc1\u7684\u662f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Behavioral Equivalence\u2014\u2014\u751f\u6210\u7a0b\u5e8f\u7684\u884c\u4e3a\u662f\u5426\u6ee1\u8db3\u539f\u59cb\u5de5\u7a0b\u9700\u6c42\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u610f\u5473\u7740AI\u5728\u751f\u6210\u63a7\u5236\u903b\u8f91\u4ee5\u540e\uff0c\u8fd8\u5e94\u8be5\u81ea\u52a8\u751f\u6210\u6d4b\u8bd5\u573a\u666f\u3002\u4f8b\u5982\u67d0\u9700\u6c42\u89c4\u5b9a\u201c\u6db2\u4f4d\u4f4e\u4e8e20%\u6301\u7eed2\u79d2\u540e\u505c\u6cf5\u201d\uff0c\u7cfb\u7edf\u5c31\u5e94\u8be5\u751f\u621019%\u300120%\u300121%\u7684\u8fb9\u754c\u6761\u4ef6\uff0c1.9\u79d2\u30012.0\u79d2\u30012.1\u79d2\u7684\u65f6\u95f4\u6761\u4ef6\uff0c\u4ee5\u53ca\u6db2\u4f4d\u77ed\u6682\u8dcc\u843d\u53c8\u6062\u590d\u7684\u77ac\u6001\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7406\u60f3\u67b6\u6784\u751a\u81f3\u5e94\u8be5\u8ba9\u201c\u751f\u6210\u7a0b\u5e8f\u201d\u548c\u201c\u751f\u6210\u6d4b\u8bd5\u201d\u7531\u76f8\u5bf9\u72ec\u7acb\u7684Agent\u5b8c\u6210\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"> <code>            Requirements\n              \/        \\\n             \/          \\\n      Logic Agent      Test Agent\n           \u2193               \u2193\n      PLC Project      Test Cases\n           \\               \/\n            \\             \/\n             PLC Simulator\n                   \u2193\n           Behavior Compare\n                   \u2193\n              Verification<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u4e3a\u4e86\u907f\u514d\u4e00\u4e2a\u975e\u5e38\u9690\u853d\u7684\u95ee\u9898\uff1a\u5982\u679c\u540c\u4e00\u4e2a\u6a21\u578b\u9519\u8bef\u7406\u89e3\u4e86Requirement\uff0c\u7136\u540e\u53c8\u6839\u636e\u540c\u4e00\u4e2a\u9519\u8bef\u7406\u89e3\u751f\u6210\u6d4b\u8bd5\uff0c\u90a3\u4e48\u9519\u8bef\u7a0b\u5e8f\u5b8c\u5168\u53ef\u80fd\u201c\u5168\u90e8\u6d4b\u8bd5\u901a\u8fc7\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CODESYS\u5df2\u7ecf\u5f00\u59cb\u51fa\u73b0\u975e\u5e38\u65e9\u671f\u4f46\u5f88\u6709\u4ee3\u8868\u6027\u7684\u95ed\u73af\uff1aAI\u53ef\u4ee5\u751f\u6210\u4ee3\u7801\uff0c\u8c03\u7528\u7f16\u8bd1\u5668\uff0c\u8bfb\u53d6\u9519\u8bef\uff0c\u518d\u81ea\u884c\u4fee\u6b63\u3002Siemens\u73b0\u6709Engineering Copilot\u4f53\u7cfb\u4e2d\u4e5f\u5df2\u7ecf\u51fa\u73b0Test Case Generator\u7b49\u4e13\u95e8\u529f\u80fd\u3002\u4e0b\u4e00\u9636\u6bb5\u771f\u6b63\u91cd\u8981\u7684\u7ade\u4e89\u70b9\uff0c\u5f88\u53ef\u80fd\u5c31\u662f\u628a\u7f16\u8bd1\u3001\u9759\u6001\u5206\u6790\u3001\u4eff\u771f\u3001\u5355\u5143\u6d4b\u8bd5\u3001\u65f6\u5e8f\u6d4b\u8bd5\u548c\u6570\u5b57\u5b6a\u751f\u7eb3\u5165Agent Harness\u3002(<a href=\"https:\/\/www.codesys.com\/products\/engineering\/professional-developer-edition\/?utm_source=chatgpt.com\">CODESYS<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6362\u8a00\u4e4b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u672a\u6765\u4f18\u79c0\u7684PLC AI\u4e0d\u662f\u6700\u4f1a\u5199\u4ee3\u7801\u7684\u6a21\u578b\uff0c\u800c\u662f\u6700\u5584\u4e8e\u8bc1\u660e\u81ea\u5df1\u751f\u6210\u7684\u4ee3\u7801\u6ca1\u6709\u95ee\u9898\u7684\u7cfb\u7edf\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u516d\u5c42\uff1aHuman Approval\u2014\u2014AI\u8d8a\u6df1\u5165\u63a7\u5236\u6838\u5fc3\uff0c\u4eba\u8d8a\u4e0d\u80fd\u6d88\u5931<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI-native\u5e76\u4e0d\u610f\u5473\u7740Human-out-of-the-loop\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6070\u6070\u76f8\u53cd\uff0c\u968f\u7740Agent\u8d8a\u6765\u8d8a\u63a5\u8fd1\u5b9e\u9645\u63a7\u5236\u7cfb\u7edf\uff0cHuman Approval\u7684\u91cd\u8981\u6027\u53cd\u800c\u4f1a\u63d0\u9ad8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u79cd\u5408\u7406\u7684\u804c\u8d23\u5212\u5206\u5e94\u8be5\u662f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI\u8d1f\u8d23\u7406\u89e3\u3001\u89c4\u5212\u3001\u751f\u6210\u548c\u9a8c\u8bc1\uff1b\u5de5\u7a0b\u5e08\u8d1f\u8d23\u6279\u51c6\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u4e14\u6279\u51c6\u4e0d\u5e94\u8be5\u53ea\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u201cAccept\u201d\u6309\u94ae\u3002\u5de5\u7a0b\u5e08\u9700\u8981\u80fd\u591f\u770b\u5230\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u59cbRequirement\u662f\u4ec0\u4e48\uff0cAI\u5982\u4f55\u89e3\u91ca\u5b83\uff0c\u751f\u6210\u4e86\u54ea\u4e9bIR\u89c4\u5219\uff0c\u8fd9\u4e9b\u89c4\u5219\u5bf9\u5e94\u54ea\u4e9bPLC Network\u6216POU\uff0c\u7ecf\u8fc7\u4e86\u54ea\u4e9b\u6d4b\u8bd5\uff0c\u54ea\u4e9b\u9700\u6c42\u4ecd\u5b58\u5728\u4e0d\u786e\u5b9a\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5f62\u6210\u5b8c\u6574\u7684\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Requirement \u2192 IR \u2192 Logic \u2192 Test \u2192 Result<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ffd\u8e2a\u94fe\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\u5de5\u7a0b\u5e08\u70b9\u51fb\u67d0\u4e00\u4e2aMotor Trip\u8f93\u51fa\uff0c\u5e94\u5f53\u80fd\u591f\u53cd\u5411\u770b\u5230\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u8be5\u903b\u8f91\u6765\u81eaControl Narrative\u7b2c4.3.2\u6761\uff0c\u7531IR INTLK_017\u751f\u6210\uff0c\u5bf9\u5e94PLC Network 27\uff0c\u5df2\u7ecf\u901a\u8fc7Test Case 83\u300184\u300185\u9a8c\u8bc1\u3002\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd <strong>Requirements Traceability<\/strong>\uff0c\u5f88\u53ef\u80fd\u6bd4\u5355\u7eaf\u7684\u4ee3\u7801\u751f\u6210\u901f\u5ea6\u66f4\u91cd\u8981\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728Safety PLC\u9886\u57df\uff0c\u8fd9\u4e00\u70b9\u5c24\u5176\u5173\u952e\u3002IEC 61508-3\u4e0d\u4ec5\u8981\u6c42\u5b89\u5168\u76f8\u5173\u8f6f\u4ef6\u9075\u5faa\u8f6f\u4ef6\u5b89\u5168\u751f\u547d\u5468\u671f\uff0c\u8fd8\u5bf9\u5f00\u53d1\u5de5\u5177\u3001\u6d4b\u8bd5\u5de5\u5177\u3001\u914d\u7f6e\u7ba1\u7406\u548c\u9a8c\u8bc1\u8fc7\u7a0b\u63d0\u51fa\u660e\u786e\u8981\u6c42\u3002Rockwell\u5f53\u524d\u4e5f\u4fdd\u6301\u4e86\u660e\u663e\u7684\u4ea7\u54c1\u8fb9\u754c\uff1aFactoryTalk Design Studio Copilot\u53ef\u4ee5\u89e3\u91caSafety PLC\u4ee3\u7801\u548c\u5b89\u5168\u8bbe\u5907\u914d\u7f6e\uff0c\u4f46\u4e0d\u80fd\u4fee\u6539\u5b89\u5168\u76f8\u5173\u5185\u5bb9\u3002(<a href=\"https:\/\/webstore.iec.ch\/en\/publication\/5517?utm_source=chatgpt.com\">IEC Webstore<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\u77ed\u671f\u5185\u66f4\u73b0\u5b9e\u7684\u8def\u7ebf\u4e0d\u662f\u8ba9AI\u81ea\u4e3b\u90e8\u7f72Safety Logic\uff0c\u800c\u662f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI\u751f\u6210 \u2192 \u81ea\u52a8\u9a8c\u8bc1 \u2192 \u5de5\u7a0b\u5e08\u5ba1\u6838 \u2192 \u5b89\u5168\u6d41\u7a0b\u6279\u51c6 \u2192 \u90e8\u7f72\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u80fd\u591f\u8fdb\u5165\u5de5\u7a0b\u6267\u884c\u5c42\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u5b83\u80fd\u591f\u8df3\u8fc7\u5de5\u4e1a\u63a7\u5236\u539f\u6709\u7684\u8d23\u4efb\u4f53\u7cfb\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4ece\u201cAI\u5199PLC\u201d\u8d70\u5411\u201cPLC\u5de5\u7a0b\u7684Agentic Harness\u201d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u8fd9\u516d\u4e2a\u9636\u6bb5\u653e\u5728\u4e00\u8d77\uff0c\u53ef\u4ee5\u770b\u5230AI-native PLC Engineering\u771f\u6b63\u7684\u7cfb\u7edf\u5f62\u6001\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Control Narrative\nP&amp;ID \/ I\/O List\nCause &amp; Effect\nStandards \/ Existing Project\n          \u2502\n          \u25bc\n Requirements Understanding\n          \u2502\n          \u25bc\n Semantic IR \/ Project Plan\n          \u2502\n          \u25bc\n Requirements Linting\n          \u2502\n          \u25bc\n     Logic Synthesis\n          \u2502\n          \u25bc\n     Project Build\n   Devices \/ Tags \/ PLC\n     HMI \/ Libraries\n          \u2502\n          \u25bc\n Compile \/ Static Analysis\n          \u2502\n          \u25bc\n Simulation \/ Test Agent\n          \u2502\n          \u25bc\n Behavioral Verification\n          \u2502\n          \u25bc\n Requirements Traceability\n          \u2502\n          \u25bc\n     Human Approval\n          \u2502\n          \u25bc\n       Deployment<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u91cc\u9762\u5927\u6a21\u578b\u672c\u8eab\u53ea\u5360\u636e\u5176\u4e2d\u4e00\u90e8\u5206\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u6b63\u51b3\u5b9a\u4e00\u4e2aAI PLC\u5de5\u7a0b\u7cfb\u7edf\u662f\u5426\u53ef\u9760\u7684\uff0c\u662f\u5b83\u5468\u56f4\u7684<strong>Harness<\/strong>\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u7a0b\u6587\u6863\u89e3\u6790\u5668\u3001Semantic IR\u3001\u4f01\u4e1a\u6807\u51c6\u5e93\u3001Function Block Knowledge Base\u3001PLC IDE\u5de5\u5177\u63a5\u53e3\u3001\u786e\u5b9a\u6027\u4ee3\u7801\u751f\u6210\u5668\u3001\u7f16\u8bd1\u5668\u3001\u4eff\u771f\u5668\u3001\u6d4b\u8bd5\u6846\u67b6\u3001\u7248\u672c\u7ba1\u7406\u3001Requirement Traceability\u4ee5\u53ca\u5ba1\u6279\u673a\u5236\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u672a\u6765PLC\u5de5\u7a0b\u9886\u57df\u771f\u6b63\u5f62\u6210\u6280\u672f\u58c1\u5792\u7684\uff0c\u5f88\u53ef\u80fd\u5e76\u4e0d\u662f\u201c\u6211\u4eec\u7528\u4e86\u54ea\u4e00\u4e2a\u5927\u6a21\u578b\u201d\uff0c\u800c\u662f\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u8c01\u80fd\u591f\u5efa\u7acb\u4e00\u5957\u8ba9\u5927\u6a21\u578b\u53ef\u9760\u5730\u7406\u89e3\u5de5\u7a0b\u3001\u64cd\u4f5c\u5de5\u7a0b\u3001\u9a8c\u8bc1\u5de5\u7a0b\uff0c\u5e76\u4e14\u65e0\u6cd5\u8f7b\u6613\u8d8a\u8fc7\u5de5\u7a0b\u8fb9\u754c\u7684Agentic Engineering Harness\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">AI-native PLC Engineering\u771f\u6b63\u6539\u53d8\u7684\uff0c\u662f\u5de5\u7a0b\u5e08\u7684\u5de5\u4f5c\u5bf9\u8c61<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edfPLC\u5de5\u7a0b\u5e08\u7684\u4e3b\u8981\u5de5\u4f5c\u5bf9\u8c61\u662f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Rung\u3001Network\u3001Function Block\u3001Tag\u3001Code\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI-native PLC Engineering\u51fa\u73b0\u4ee5\u540e\uff0c\u5de5\u7a0b\u5e08\u7684\u5de5\u4f5c\u5bf9\u8c61\u4f1a\u9010\u6e10\u5411\u4e0a\u79fb\u52a8\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Requirement\u3001Constraint\u3001Architecture\u3001Standard\u3001Test\u3001Approval\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u7a0b\u5e08\u4e0d\u518d\u9700\u8981\u4eb2\u624b\u6784\u5efa\u6bcf\u4e00\u4e2aAND\u3001OR\u548cTON\uff0c\u800c\u66f4\u591a\u5730\u544a\u8bc9\u7cfb\u7edf\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u6211\u8981\u8bbe\u5907\u5b9e\u73b0\u4ec0\u4e48\u884c\u4e3a\uff1f\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u4ec0\u4e48\u60c5\u51b5\u4e0b\u7edd\u5bf9\u4e0d\u80fd\u542f\u52a8\uff1f\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u53d1\u751f\u6545\u969c\u4ee5\u540e\u5141\u8bb8\u600e\u6837\u6062\u590d\uff1f\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u516c\u53f8\u7684\u6807\u51c6\u63a7\u5236\u6a21\u677f\u662f\u4ec0\u4e48\uff1f\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u4ec0\u4e48\u6837\u7684\u6d4b\u8bd5\u80fd\u591f\u8bc1\u660e\u8fd9\u6bb5\u7a0b\u5e8f\u6b63\u786e\uff1f\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u518d\u8d1f\u8d23\u628a\u8fd9\u4e9b\u610f\u56fe\u8f6c\u5316\u4e3a\u5de5\u7a0b\u8ba1\u5212\u548c\u63a7\u5236\u8f6f\u4ef6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5e76\u4e0d\u662fPLC\u5de5\u7a0b\u5e08\u9000\u51fa\u5de5\u7a0b\uff0c\u800c\u662fPLC\u5de5\u7a0b\u5e08\u9010\u6e10\u4ece<strong>\u4ee3\u7801\u6784\u9020\u8005<\/strong>\u53d8\u6210<strong>\u63a7\u5236\u610f\u56fe\u4e0e\u5de5\u7a0b\u7ea6\u675f\u7684\u5b9a\u4e49\u8005\u548c\u5ba1\u6838\u8005<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e5f\u662fAI-native PLC Engineering\u6700\u6df1\u5c42\u7684\u610f\u4e49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb\u6211\u4eec\u4e60\u60ef\u628aPLC\u7f16\u7a0b\u7406\u89e3\u4e3a\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Engineer \u2192 Code \u2192 PLC<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\u5b83\u8d8a\u6765\u8d8a\u53ef\u80fd\u53d8\u6210\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Engineer \u2192 Engineering Intent \u2192 AI Engineering Agent \u2192 Verified PLC Project \u2192 Engineer Approval \u2192 PLC<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rockwell\u7684Plan &amp; Build Agents\u3001ABB\u7684Spec2Control\u3001Siemens\u7684Eigen Engineering Agent\u4ee5\u53caCODESYS MCP Server\uff0c\u76ee\u524d\u91c7\u7528\u7684\u6280\u672f\u8def\u7ebf\u5e76\u4e0d\u5b8c\u5168\u76f8\u540c\uff0c\u4f46\u5b83\u4eec\u6b63\u5728\u4ece\u4e0d\u540c\u65b9\u5411\u6c47\u805a\u5230\u8fd9\u4e00\u7ed3\u6784\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u6240\u8c13 <strong>AI-native PLC Engineering<\/strong>\uff0c\u5e76\u4e0d\u662f\u7ed9\u4f20\u7edfPLC IDE\u589e\u52a0\u4e00\u4e2a\u804a\u5929\u7a97\u53e3\uff0c\u800c\u662f\u91cd\u65b0\u8bbe\u8ba1\u6574\u4e2a\u63a7\u5236\u8f6f\u4ef6\u5de5\u7a0b\u6d41\u7a0b\uff0c\u4f7f\u9700\u6c42\u3001\u8ba1\u5212\u3001\u903b\u8f91\u3001\u9879\u76ee\u3001\u9a8c\u8bc1\u548c\u5ba1\u6279\u4ece\u4e00\u5f00\u59cb\u5c31\u80fd\u591f\u540c\u65f6\u88ab\u4eba\u548cAI\u7406\u89e3\u3001\u6267\u884c\u548c\u68c0\u67e5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u770b\uff0cControl Narrative\u81ea\u52a8\u751f\u6210FBD\u53ea\u662f\u8fd9\u573a\u53d8\u5316\u6700\u65e9\u3001\u6700\u76f4\u89c2\u7684\u4e00\u4e2a\u5165\u53e3\u3002\u771f\u6b63\u6b63\u5728\u51fa\u73b0\u7684\uff0c\u662f\u4e00\u79cd\u65b0\u7684\u5de5\u4e1a\u8f6f\u4ef6\u5f00\u53d1\u6a21\u5f0f\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u8ba9AI\u7406\u89e3\u63a7\u5236\u610f\u56fe\uff0c\u8ba9\u7f16\u8bd1\u5668\u751f\u6210\u786e\u5b9a\u6027\u903b\u8f91\uff0c\u8ba9\u9a8c\u8bc1\u7cfb\u7edf\u8bc1\u660e\u884c\u4e3a\u6b63\u786e\uff0c\u6700\u540e\u7531\u5de5\u7a0b\u5e08\u51b3\u5b9a\u5b83\u662f\u5426\u53ef\u4ee5\u8fdb\u5165\u771f\u5b9e\u673a\u5668\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">PLC\u4ecd\u7136\u6267\u884c\u786e\u5b9a\u6027\u7684\u5b9e\u65f6\u63a7\u5236\uff0c\u800cAI\u5f00\u59cb\u627f\u62c5\u8d8a\u6765\u8d8a\u591a\u786e\u5b9aPLC\u201c\u5e94\u8be5\u5982\u4f55\u63a7\u5236\u201d\u7684\u5de5\u7a0b\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u624d\u662fAI-native PLC Engineering\u771f\u6b63\u503c\u5f97\u5173\u6ce8\u7684\u5730\u65b9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fc7\u53bb\u51e0\u5341\u5e74\uff0cPLC\u5de5\u7a0b\u7684\u6838\u5fc3\u5de5\u4f5c\u65b9\u5f0f\u51e0\u4e4e\u6ca1\u6709\u53d1\u751f\u6839\u672c\u53d8\u5316\u3002\u5de5\u827a\u5de5\u7a0b\u5e08\u7f16\u5199 Control Narrative\u3001 [&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 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