{"id":5147,"date":"2024-11-22T11:53:15","date_gmt":"2024-11-22T03:53:15","guid":{"rendered":"https:\/\/nullthought.net\/?p=5147"},"modified":"2024-11-22T12:55:01","modified_gmt":"2024-11-22T04:55:01","slug":"%e5%85%b7%e8%ba%ab%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%ef%bc%88embodied-ai%ef%bc%89%e4%b8%8e%e5%b7%a5%e4%b8%9a%e6%9c%ba%e5%99%a8%e4%ba%ba","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=5147","title":{"rendered":"\u5177\u8eab\u4eba\u5de5\u667a\u80fd\uff08Embodied AI\uff09\u4e0e\u5de5\u4e1a\u673a\u5668\u4eba"},"content":{"rendered":"\n<p><a href=\"https:\/\/www.linkedin.com\/pulse\/next-era-industrial-robotics-siemens-qfxge\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u901a\u8fc7\u5177\u8eab\u4eba\u5de5\u667a\u80fd\uff08Embodied AI\uff09\u3001\u6df1\u5ea6\u5b66\u4e60\u3001\u6570\u5b57\u5b6a\u751f\u7b49\u524d\u6cbf\u6280\u672f\uff0c\u5de5\u4e1a\u673a\u5668\u4eba\u6b63\u5728\u4ece\u7b80\u5355\u7684\u673a\u68b0\u5de5\u5177\u6f14\u53d8\u4e3a\u667a\u80fd\u5316\u7684\u5de5\u4e1a\u5408\u4f5c\u4f19\u4f34<\/a>\u3002\u8fd9\u79cd\u8fdb\u6b65\u4e0d\u4ec5\u4f53\u73b0\u5728\u81ea\u52a8\u5316\u7a0b\u5ea6\u7684\u63d0\u5347\uff0c\u66f4\u662f\u91cd\u65b0\u5b9a\u4e49\u4e86\u4eba\u4e0e\u673a\u5668\u7684\u5408\u4f5c\u65b9\u5f0f\uff0c\u5c06\u63a8\u52a8\u5236\u9020\u4e1a\u7684\u6df1\u5ea6\u667a\u80fd\u5316\u548c\u53ef\u6301\u7eed\u53d1\u5c55\u3002\u5728\u8fd9\u79cd\u80cc\u666f\u4e0b\uff0c\u4f01\u4e1a\u9700\u8981\u91c7\u7528\u7cfb\u7edf\u6027\u7684\u6218\u7565\uff0c\u7ed3\u5408\u6280\u672f\u521b\u65b0\u3001\u52b3\u52a8\u529b\u518d\u57f9\u8bad\u548c\u53ef\u6301\u7eed\u53d1\u5c55\uff0c\u4ee5\u5e94\u5bf9\u672a\u6765\u7684\u590d\u6742\u6027\u4e0e\u4e0d\u786e\u5b9a\u6027\uff0c\u8fce\u63a5\u5de5\u4e1a4.0\u65f6\u4ee3\u7684\u65b0\u6311\u6218\u548c\u673a\u9047\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/The_Next_Era_of_Industrial_Robotics_with_embodied_AI.jpg\" alt=\"\" class=\"wp-image-5148\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/The_Next_Era_of_Industrial_Robotics_with_embodied_AI.jpg 1024w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/The_Next_Era_of_Industrial_Robotics_with_embodied_AI-300x300.jpg 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/The_Next_Era_of_Industrial_Robotics_with_embodied_AI-150x150.jpg 150w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/The_Next_Era_of_Industrial_Robotics_with_embodied_AI-768x768.jpg 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/The_Next_Era_of_Industrial_Robotics_with_embodied_AI-120x120.jpg 120w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/www.linkedin.com\/pulse\/next-era-industrial-robotics-siemens-qfxge\/\" target=\"_blank\" rel=\"noreferrer noopener\">The Next Era of Industrial Robotics<\/a><\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u5177\u8eab\u4eba\u5de5\u667a\u80fd\u4e0e\u5de5\u4e1a\u673a\u5668\u4eba<\/h4>\n\n\n\n<p>\u5177\u8eab\u4eba\u5de5\u667a\u80fd\u662f\u5c06\u667a\u80fd\u4e0e\u5b9e\u9645\u673a\u68b0\u884c\u4e3a\u76f8\u7ed3\u5408\u7684\u4e00\u79cd\u524d\u6cbf\u6280\u672f\u5f62\u5f0f\uff0c\u7a81\u7834\u4e86\u4f20\u7edf\u5de5\u4e1a\u673a\u5668\u4eba\u4ec5\u7528\u4e8e\u91cd\u590d\u673a\u68b0\u4efb\u52a1\u7684\u9650\u5236\u3002\u8fd9\u79cd\u65b0\u578b\u4eba\u5de5\u667a\u80fd\u4f7f\u673a\u5668\u4eba\u4e0d\u4ec5\u80fd\u591f\u6267\u884c\u4efb\u52a1\uff0c\u66f4\u5177\u5907\u81ea\u6211\u5b66\u4e60\u3001\u81ea\u6211\u4f18\u5316\u7684\u80fd\u529b\uff0c\u8fdb\u4e00\u6b65\u7f29\u77ed\u4e86\u751f\u4ea7\u8c03\u6574\u5468\u671f\uff0c\u63d0\u5347\u4e86\u751f\u4ea7\u7cfb\u7edf\u7684\u7075\u6d3b\u6027\u4e0e\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\uff0c\u5168\u7403\u8d85\u8fc7400\u4e07\u53f0\u5de5\u4e1a\u673a\u5668\u4eba\u5728\u8fd0\u884c\uff0c\u76f8\u8f83\u4e03\u5e74\u524d\u589e\u957f\u4e86\u4e00\u500d\u4ee5\u4e0a\u3002\u5e74\u5747\u5b89\u88c5\u91cf\u5df2\u8d85\u8fc750\u4e07\u53f0\uff0c\u5176\u4e2d75%\u7684\u673a\u5668\u4eba\u90e8\u7f72\u5728\u5feb\u901f\u589e\u957f\u7684\u4e9a\u6d32\u5e02\u573a\uff0c\u5c24\u5176\u662f\u4e2d\u56fd\u3001\u65e5\u672c\u548c\u97e9\u56fd\u7b49\u5236\u9020\u4e1a\u5f3a\u56fd\u3002\u5de5\u4e1a\u673a\u5668\u4eba\u6b63\u5728\u4ece\u4f20\u7edf\u7684\u201c\u673a\u68b0\u624b\u201d\u8f6c\u53d8\u4e3a\u96c6\u6210\u5316\u3001\u667a\u80fd\u5316\u7684\u5de5\u4e1a\u5de5\u4f5c\u8005\uff0c\u8fd9\u4e00\u8f6c\u53d8\u4e3b\u8981\u5f97\u76ca\u4e8e\u4fe1\u606f\u6280\u672f\uff08IT\uff09\u4e0e\u64cd\u4f5c\u6280\u672f\uff08OT\uff09\u7684\u6df1\u5ea6\u878d\u5408\u3002\u4f8b\u5982\uff0c\u901a\u8fc7AI\u7b97\u6cd5\u4e0e\u5de5\u4e1a\u64cd\u4f5c\u8bbe\u5907\u7684\u7ed3\u5408\uff0c\u673a\u5668\u4eba\u53ef\u4ee5\u5728\u6beb\u79d2\u7ea7\u522b\u7684\u65f6\u95f4\u5185\u5bf9\u590d\u6742\u7684\u5236\u9020\u8fc7\u7a0b\u8fdb\u884c\u611f\u77e5\u548c\u8c03\u8282\uff0c\u4ece\u800c\u63d0\u9ad8\u6574\u4e2a\u5236\u9020\u94fe\u7684\u54cd\u5e94\u901f\u5ea6\u548c\u7cbe\u51c6\u5ea6\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u53d8\u9769\u4e0d\u4ec5\u4ec5\u662f\u5bf9\u73b0\u6709\u81ea\u52a8\u5316\u6c34\u5e73\u7684\u63d0\u5347\uff0c\u66f4\u662f\u5f15\u53d1\u4e86\u5236\u9020\u4e1a\u7684\u201c\u8303\u5f0f\u8f6c\u6362\u201d\uff0c\u4f7f\u673a\u5668\u4eba\u4e0d\u518d\u5c40\u9650\u4e8e\u56fa\u5b9a\u7684\u6d41\u6c34\u7ebf\uff0c\u800c\u6210\u4e3a\u7075\u6d3b\u3001\u667a\u80fd\u3001\u53ef\u6301\u7eed\u7684\u751f\u4ea7\u4f53\u7cfb\u7684\u4e00\u90e8\u5206\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u5de5\u4e1a\u673a\u5668\u4eba\u53d1\u5c55\u7684\u56db\u5927\u8d8b\u52bf<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\">2.1 AI\u9a71\u52a8\u7684\u81ea\u4e3b\u673a\u5668\u4eba<\/h5>\n\n\n\n<p>AI\u6280\u672f\u7684\u5e94\u7528\uff0c\u5305\u62ec\u673a\u5668\u5b66\u4e60\u3001\u6df1\u5ea6\u5b66\u4e60\u4ee5\u53ca\u8ba1\u7b97\u673a\u89c6\u89c9\uff0c\u6b63\u5728\u8ba9\u673a\u5668\u4eba\u53d8\u5f97\u66f4\u52a0\u667a\u80fd\u548c\u81ea\u4e3b\u3002\u4f8b\u5982\uff0c\u897f\u95e8\u5b50\u7684SIMATIC Robot Pick AI\u80fd\u591f\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u6267\u884c\u590d\u6742\u7684\u7269\u54c1\u6293\u53d6\u4efb\u52a1\uff0c\u8fd9\u9879\u6280\u672f\u4e0d\u9700\u8981\u9488\u5bf9\u6bcf\u4e2a\u65b0\u4efb\u52a1\u8fdb\u884c\u590d\u6742\u7684\u624b\u52a8\u7f16\u7a0b\uff0c\u6781\u5927\u5730\u7b80\u5316\u4e86\u5de5\u4e1a\u64cd\u4f5c\u4e2d\u7684\u590d\u6742\u6027\u200b\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u57fa\u4e8eAI\u7684\u81ea\u4e3b\u673a\u5668\u4eba\u4f7f\u5f97\u5236\u9020\u8fc7\u7a0b\u53d8\u5f97\u66f4\u52a0\u7075\u6d3b\uff1a\u673a\u5668\u4eba\u4e0d\u518d\u5c40\u9650\u4e8e\u9884\u5148\u8bbe\u5b9a\u7684\u5de5\u4f5c\u4efb\u52a1\uff0c\u800c\u662f\u80fd\u591f\u901a\u8fc7\u81ea\u6211\u5b66\u4e60\u6765\u8bc6\u522b\u7269\u54c1\u3001\u89c4\u5212\u8def\u5f84\u5e76\u5e94\u5bf9\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u7a81\u53d1\u72b6\u51b5\u3002\u5c24\u5176\u5728\u201c\u5c11\u91cf\u591a\u6837\u201d\u7684\u751f\u4ea7\u6a21\u5f0f\u4e0b\uff0c\u8fd9\u79cd\u81ea\u9002\u5e94\u80fd\u529b\u5c24\u4e3a\u91cd\u8981\uff0c\u80fd\u591f\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u54cd\u5e94\u5e02\u573a\u7684\u53d8\u5316\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">2.2 \u4eba\u673a\u534f\u4f5c\u4f19\u4f34\u5173\u7cfb<\/h5>\n\n\n\n<p>AI\u9a71\u52a8\u7684\u4f20\u611f\u5668\u548c\u667a\u80fd\u673a\u7535\u7cfb\u7edf\u6b63\u5728\u63d0\u5347\u4eba\u4e0e\u673a\u5668\u4eba\u7684\u534f\u4f5c\u80fd\u529b\u3002\u534f\u4f5c\u673a\u5668\u4eba\uff08Cobots\uff09\u4e0d\u540c\u4e8e\u4f20\u7edf\u7684\u5de5\u4e1a\u673a\u5668\u4eba\uff0c\u8fd9\u4e9b\u673a\u5668\u88ab\u8bbe\u8ba1\u4e3a\u4e0e\u4eba\u7c7b\u4e00\u8d77\u5de5\u4f5c\u800c\u4e0d\u662f\u53d6\u4ee3\u4eba\u7c7b\u3002\u76ee\u524d\uff0c\u534f\u4f5c\u673a\u5668\u4eba\u5df2\u7ecf\u5360\u5230\u4e86\u6240\u6709\u65b0\u5b89\u88c5\u673a\u5668\u4eba\u768410%\u3002\u8fd9\u4e9b\u673a\u5668\u4eba\u7ed3\u5408\u4e86AI\u7b97\u6cd5\u548c\u590d\u6742\u7684\u4f20\u611f\u5668\u6280\u672f\uff0c\u4f7f\u5f97\u5b83\u4eec\u80fd\u591f\u5b9e\u65f6\u7406\u89e3\u4eba\u7c7b\u52a8\u4f5c\u5e76\u4f5c\u51fa\u76f8\u5e94\u7684\u53cd\u5e94\uff0c\u5e2e\u52a9\u4eba\u7c7b\u5b8c\u6210\u66f4\u4e3a\u8270\u5de8\u7684\u4f53\u529b\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p>\u5916\u9aa8\u9abc\u8bbe\u5907\uff08Exoskeletons\uff09\u5c31\u662f\u4eba\u673a\u534f\u4f5c\u7684\u4e00\u4e2a\u5178\u578b\u4f8b\u5b50\uff0c\u5b83\u4eec\u901a\u8fc7\u589e\u5f3a\u4eba\u7c7b\u7684\u529b\u91cf\u548c\u8010\u529b\uff0c\u51cf\u5c11\u4f53\u529b\u52b3\u52a8\u8005\u7684\u8d1f\u62c5\uff0c\u51cf\u5c11\u5de5\u4f24\u7684\u53d1\u751f\u7387\u200b\u3002\u672a\u6765\uff0c\u8fd9\u7c7b\u673a\u5668\u4eba\u5c06\u4e0d\u4ec5\u4ec5\u662f\u201c\u5de5\u5177\u201d\uff0c\u800c\u662f\u80fd\u591f\u771f\u6b63\u5b66\u4e60\u3001\u7406\u89e3\u4eba\u7c7b\u610f\u56fe\u5e76\u4f5c\u51fa\u54cd\u5e94\u7684\u201c\u4f19\u4f34\u201d\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">2.3 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class=\"wp-block-heading\">2.4 \u673a\u5668\u4eba\u7cfb\u7edf\u7684\u865a\u62df\u8bad\u7ec3\u4e0e\u64cd\u4f5c<\/h5>\n\n\n\n<p>\u968f\u7740\u6570\u5b57\u5b6a\u751f\u6280\u672f\u548c\u8f6f\u4ef6\u5b9a\u4e49\u81ea\u52a8\u5316\u7684\u8fdb\u6b65\uff0c\u673a\u5668\u4eba\u7cfb\u7edf\u5728\u90e8\u7f72\u524d\u53ef\u4ee5\u901a\u8fc7\u865a\u62df\u73af\u5883\u8fdb\u884c\u8bad\u7ec3\u548c\u4f18\u5316\u3002\u6570\u5b57\u5b6a\u751f\u6280\u672f\u901a\u8fc7\u521b\u5efa\u7269\u7406\u751f\u4ea7\u73af\u5883\u7684\u865a\u62df\u526f\u672c\uff0c\u4f7f\u5de5\u7a0b\u5e08\u80fd\u591f\u5728\u4e0d\u5f71\u54cd\u751f\u4ea7\u7684\u60c5\u51b5\u4e0b\u6d4b\u8bd5\u548c\u4f18\u5316\u673a\u5668\u4eba\u7684\u64cd\u4f5c\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u5de5\u4e1a\u5143\u5b87\u5b99\uff08Industrial Metaverse\uff09\u4e5f\u662f\u4e00\u9879\u91cd\u8981\u7684\u521b\u65b0\uff0c\u5b83\u5c06\u673a\u5668\u4eba\u64cd\u4f5c\u865a\u62df\u5316\uff0c\u4ece\u800c\u4f7f\u5f97\u8fdc\u7a0b\u64cd\u63a7\u6210\u4e3a\u53ef\u80fd\uff0c\u8fd9\u5bf9\u4e8e\u90a3\u4e9b\u5371\u9669\u73af\u5883\u4e2d\u7684\u5de5\u4f5c\u5c24\u4e3a\u91cd\u8981\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u865a\u62df\u5316\u8bad\u7ec3\uff0c\u5de5\u4eba\u53ef\u4ee5\u5728\u5b9e\u9645\u6295\u5165\u4e4b\u524d\u901a\u8fc7\u6a21\u62df\u6765\u719f\u6089\u673a\u5668\u4eba\u64cd\u4f5c\uff0c\u5927\u5927\u63d0\u9ad8\u4e86\u6548\u7387\u5e76\u964d\u4f4e\u4e86\u5b89\u5168\u98ce\u9669\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u672a\u6765\u673a\u5668\u4eba\u53d1\u5c55\u573a\u666f<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\">3.1 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class=\"wp-block-heading\">3.2 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class=\"wp-block-heading\">3.3 \u7f51\u7edc-\u7269\u7406\u7ba1\u7406\u7cfb\u7edf<\/h5>\n\n\n\n<p>\u7f51\u7edc-\u7269\u7406\u7cfb\u7edf\u7ed3\u5408\u4e86<strong><a href=\"https:\/\/iot.nullthought.net\/\" target=\"_blank\" rel=\"noreferrer 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