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class=\"wp-block-image aligncenter\"><a href=\"https:\/\/mma.prnasia.com\/media2\/2868976\/3.jpg?p=publish\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" src=\"https:\/\/mma.prnasia.com\/media2\/2868976\/3.jpg?p=medium600\" alt=\"\" title=\"\"\/><\/a><\/figure>\n\n\n\n<p>\u4e2d\u63a7\u6280\u672f\u8463\u4e8b\u957f\u517c\u603b\u88c1\u5d14\u5c71\u7cfb\u7edf\u9610\u8ff0\u4e86\u516c\u53f8\u5728\u5de5\u4e1aAI\u9886\u57df\u7684\u6218\u7565\u5e03\u5c40\u4e0e\u5b9e\u8df5\uff1a\u4e2d\u63a7\u6280\u672f\u4e8e2025\u5e748\u6708\u9762\u5411\u5168\u7403\u53d1\u5e03\u5168\u65b0\u5347\u7ea7\u7684\u65f6\u95f4\u5e8f\u5217\u5927\u6a21\u578bTPT\uff08Time-series Pre-trained 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Plant\uff09\uff0c\u63a8\u52a8\u5de5\u5382\u8fd0\u884c\u5b9e\u73b0\u4ece\u81ea\u52a8\u63a7\u5236\u5230\u667a\u80fd\u51b3\u7b56\u3001\u518d\u5230\u81ea\u4e3b\u8fd0\u884c\u7684\u7cfb\u7edf\u6027\u8de8\u8d8a\u3002\u76ee\u524d\uff0c\u76f8\u5173\u5de5\u4e1aAI\u89e3\u51b3\u65b9\u6848\u5df2\u5728\u4e2d\u56fd\u77f3\u6cb9\u3001\u4e2d\u7164\u4fe1\u606f\u3001\u534e\u8c0a\u96c6\u56e2\u3001\u4e07\u534e\u5316\u5b66\u7b49\u56fd\u5185\u9f99\u5934\u4f01\u4e1a\u6210\u529f\u5e94\u7528\uff0c\u5e76\u83b7\u5f97\u4e86Aramco\u3001ISU Chemical\u7b49\u56fd\u9645\u5ba2\u6237\u7684\u8ba4\u53ef\u3002<\/p>\n\n\n\n<p>\u9762\u5411\u672a\u6765\uff0c\u4e2d\u63a7\u6280\u672f\u5c06\u6301\u7eed\u79c9\u6301&#8221;\u62d3\u8352\u8005\u4e0e\u8d4b\u80fd\u8005&#8221;\u7684\u5b9a\u4f4d\uff0c\u4e0e\u5404\u754c\u4f19\u4f34\u6df1\u5316\u5408\u4f5c\uff0c\u63a8\u52a8\u5de5\u4e1aAI\u4ece\u5355\u70b9\u7a81\u7834\u8d70\u5411\u5e7f\u6cdb\u666e\u53ca\u3001\u4ece\u6280\u672f\u521b\u65b0\u8d70\u5411\u5168\u9762\u4ea7\u4e1a\u8d4b\u80fd\uff0c\u4ee5\u624e\u5b9e\u7684\u6280\u672f\u6210\u679c\u52a9\u529b\u5236\u9020\u4e1a\u9ad8\u8d28\u91cf\u53d1\u5c55\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><a href=\"https:\/\/mma.prnasia.com\/media2\/2868977\/4.jpg?p=publish\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" src=\"https:\/\/mma.prnasia.com\/media2\/2868977\/4.jpg?p=medium600\" alt=\"\" title=\"\"\/><\/a><\/figure>\n\n\n\n<p><strong>\u4e3b\u9898\u5206\u4eab\uff1a<\/strong><strong>AI\u843d\u5730\uff0c\u89c1\u8bc1\u5b9e\u6548<\/strong><\/p>\n\n\n\n<p><strong>\u4e2d\u63a7\u6280\u672f\u80a1\u4efd\u6709\u9650\u516c\u53f8<\/strong><strong>Industrial&nbsp;AI\u4e8b\u4e1a\u7fa4\u4ea7\u54c1\u7ecf\u7406\u6797\u60f3<\/strong>\u53d1\u8868\u300a\u81ea\u4e3b\u8fd0\u884c\u5de5\u5382\uff08Autonomous&nbsp;Operating&nbsp;Plant\uff09\u2014\u5f15\u9886AI\u65f6\u4ee3\u7684\u5de5\u4e1a\u8303\u5f0f\u9769\u547d\u300b\u4e3b\u9898\u62a5\u544a\u3002\u62a5\u544a\u91cd\u70b9\u5206\u4eab\u4e86\u4e2d\u63a7\u6280\u672f\u5bf9\u4e8e\u6d41\u7a0b\u5de5\u4e1a\u5de5\u5382\u672a\u6765\u53d1\u5c55\u7684\u65b9\u5411\u4e0e\u5f62\u6001\u2014\u2014\u81ea\u4e3b\u8fd0\u884c\u5de5\u5382\uff08AOP\uff09\u7684\u601d\u8003\u548c\u611f\u609f\uff0c\u5e76\u7cfb\u7edf\u9610\u8ff0\u4e86\u57fa\u4e8e&#8221;\u4e00\u4e2a\u6a21\u578b\uff08TPT\uff09+&nbsp;\u4e00\u4e2a\u673a\u67dc\uff08UCS\uff09&#8221;\u7684AOP\u5efa\u8bbe\u8303\u5f0f\u3002<\/p>\n\n\n\n<p>\u57282025\u5e74\uff0cAOP\u8303\u5f0f\u7684\u4ef7\u503c\u5df2\u901a\u8fc7\u6807\u6746\u9879\u76ee\u5f97\u5230\u6709\u529b\u9a8c\u8bc1\u3002\u5728\u6e56\u5317\u5174\u53d1\uff0cAOP\u534f\u52a9\u6c2f\u78b1\u5de5\u5382\u6253\u9020&#8221;\u7b2c81\u53f7\u5458\u5de5&#8221;\uff0c\u5b9e\u73b0\u4e86\u4ece&#8221;\u4f9d\u8d56\u4eba\u5de5\u7ecf\u9a8c&#8221;\u5230&#8221;\u5de5\u5382\u81ea\u4e3b\u76d1\u7763\u3001\u81ea\u4e3b\u8fd0\u884c&#8221;\u7684\u6839\u672c\u8f6c\u53d8\u3002\u8be5\u6848\u4f8b\u53d6\u5f97\u4e86\u591a\u9879\u91cf\u5316\u6210\u6548\uff1a\u5de5\u5382\u5b9a\u5458\u6709\u6548\u7f29\u51cf\u3001\u9879\u76ee\u6295\u5165\u5927\u5e45\u4e0b\u964d\uff0c\u901a\u8fc7\u5de5\u827a\u4f18\u5316\uff0c\u5b9e\u73b0\u5173\u952e\u4ea7\u54c1\u8d28\u91cf\u7a33\u5b9a\u6027\u63d0\u5347\uff0c\u5e76\u6784\u5efa\u8d77\u51c6\u786e\u7387\u8d8598%\u7684&#8221;\u6570\u5b57\u514d\u75ab\u673a\u5236&#8221;\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u4e0e\u591a\u4f4d\u5934\u90e8\u5ba2\u6237\u7684\u5408\u4f5c\u4e0e\u5b9e\u8df5\uff0c\u4e2d\u63a7\u6280\u672f\u57282025\u5e74\u8fdb\u4e00\u6b65\u660e\u786e\u4e86AOP\u5e26\u6765\u7684\u4e09\u5927\u4ef7\u503c\u8dc3\u8fc1\uff1a\u63a8\u52a8\u4eba\u5458\u89d2\u8272\u4ece&#8221;\u591a\u4eba\u503c\u5b88&#8221;\u8f6c\u5411&#8221;\u673a\u5668\u81ea\u4e3b&#8221;\uff1b\u9a71\u52a8\u8fd0\u884c\u76ee\u6807\u4ece&#8221;\u7ef4\u6301\u7a33\u5b9a&#8221;\u5347\u7ea7\u4e3a&#8221;\u8ffd\u9010\u6700\u4f18&#8221;\uff1b\u6784\u7b51\u5b89\u5168\u9632\u7ebf\u4ece&#8221;\u88ab\u52a8\u9632\u62a4&#8221;\u6f14\u53d8\u4e3a&#8221;\u4e3b\u52a8\u514d\u75ab&#8221;\u3002\u8fd9\u4e9b\u8f6c\u53d8\u4e0d\u4ec5\u63d0\u5347\u4e86\u5355\u4e00\u5de5\u5382\u7684\u8fd0\u8425\u6548\u7387\uff0c\u66f4\u5f62\u6210\u4e86\u53ef\u590d\u5236\u7684\u5de5\u4e1aAI\u5e94\u7528\u6807\u51c6\u6a21\u677f\uff0c\u4e3aAOP\u5728\u6d41\u7a0b\u5de5\u4e1a\u5404\u884c\u4e1a\u7684\u5efa\u8bbe\u4e0e\u843d\u5730\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\n\n\n\n<p><strong>\u5e7f\u897f\u534e\u8c0a\u80fd\u6e90\u5316\u5de5\u6709\u9650\u516c\u53f8\u667a\u80fd\u5236\u9020\u526f\u4e3b\u4efb\u5de5\u7a0b\u5e08\u53f2\u5b5f\u51e1<\/strong>\u5206\u4eab\u4e86&#8221;AI+\u5b89\u5168&#8221;\u9886\u57df\u7684\u7a81\u7834\u6210\u679c\u3002\u4e2d\u63a7\u6280\u672f\u5165\u56f4\u7684\u4e2d\u56fd\u5de5\u4fe1\u90e8\u9996\u62792023\u5e74\u5ea6\u667a\u80fd\u5236\u9020\u7cfb\u7edf&#8221;\u63ed\u699c\u6302\u5e05&#8221;-\u52a8\u6001\u98ce\u9669\u96c6\u63a7\u5b89\u5168\u89e3\u51b3\u65b9\u6848\uff0c\u8054\u5408\u5e7f\u897f\u534e\u8c0a\u80fd\u6e90\u5316\u5de5\u5171\u540c\u6253\u9020\u7684\u9996\u53f0\u5957\u4ee5\u98ce\u9669\u7ba1\u63a7\u4e3a\u6838\u5fc3\u7684&#8221;AI+\u5b89\u5168\u4e3b\u52a8\u98ce\u9669\u9884\u6d4b\u9884\u8b66\u5e73\u53f0&#8221;\uff0c\u63a8\u52a8\u5b89\u5168\u7ba1\u7406\u4ece\u88ab\u52a8\u54cd\u5e94\u5411\u4e3b\u52a8\u9632\u63a7\u8f6c\u578b\u843d\u5730\u3002<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u4ee5\u65f6\u95f4\u5e8f\u5217\u5927\u6a21\u578bTPT\u4e3a\u6838\u5fc3\uff0c\u5728\u786b\u56de\u6536\u88c5\u7f6e\u4e2d\uff0c\u4f9d\u6258TPT\u7684\u81ea\u4e3b\u76d1\u7763\u4e0e\u4f18\u5316\u63a7\u5236\u529f\u80fd\uff0c\u5f02\u5e38\u9884\u8b66\u51c6\u786e\u7387\u63d0\u5347\u81f396%\u4ee5\u4e0a\uff0c\u65e5\u5747\u62a5\u8b66\u6570\u964d\u81f37.39\u6b21\uff0c\u5173\u952e\u5de5\u827a\u6307\u6807H<sub>2<\/sub>S\u542b\u91cf\u7a33\u5b9a\u57280.7%\u20130.8%\u533a\u95f4\uff0c\u5de5\u827a\u6ce2\u52a8\u6807\u51c6\u5dee\u964d\u4f4e\u8d8530%\uff1b\u5728\u6c14\u5316\u88c5\u7f6e\u4e2d\u5b9e\u73b0\u5bf9\u7089\u6e29\u3001\u7089\u538b\u3001\u6c27\u6c14\u8f93\u9001\u3001\u7c89\u7164\u7ed9\u6599\u7b49\u5173\u952e\u53c2\u6570\u7684\u667a\u80fd\u9884\u6d4b\u9884\u8b66\u3002\u540c\u65f6\uff0c\u5e73\u53f0\u96c6\u6210\u667a\u80fdHAZOP\u5206\u6790\u3001\u4e8b\u6545\u94fe\u53ef\u89c6\u5316\u3001\u5b9a\u91cf\u98ce\u9669\u5206\u6790QRA\u4e0e\u52a8\u6001\u98ce\u9669DRM\u76d1\u6d4b\u9884\u8b66\u7b49\u529f\u80fd\uff0c\u4f7f\u98ce\u9669\u5206\u6790\u6548\u7387\u63d0\u534770%\uff0c\u6784\u5efa\u8d77\u98ce\u9669\u53ef\u89c6\u5316\u611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Solution 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