{"id":41733,"date":"2025-10-11T13:31:24","date_gmt":"2025-10-11T10:01:24","guid":{"rendered":"https:\/\/caeassistant.com\/?p=41733"},"modified":"2025-10-14T18:03:49","modified_gmt":"2025-10-14T14:33:49","slug":"%e9%a2%84%e6%b5%8b%e6%80%a7%e7%bb%b4%e6%8a%a4%e5%b7%a5%e7%a8%8b%e5%ae%9e%e4%be%8b","status":"publish","type":"post","link":"https:\/\/dev.caeassistant.com\/zh\/%e5%8d%9a%e5%ae%a2\/%e9%a2%84%e6%b5%8b%e6%80%a7%e7%bb%b4%e6%8a%a4%e5%b7%a5%e7%a8%8b%e5%ae%9e%e4%be%8b\/","title":{"rendered":"\u4ec0\u4e48\u662f\u9884\u6d4b\u6027\u7ef4\u62a4\uff1f\u5de5\u7a0b\u4eff\u771f\u4e2d\u7684\u793a\u4f8b\u4ee5\u53ca\u5b83\u662f\u5982\u4f55\u5de5\u4f5c\u7684\uff1f"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u9884\u6d4b\u6027\u7ef4\u62a4 (PdM) \u662f\u4e00\u79cd\u4e3b\u52a8\u7b56\u7565\uff0c\u5b83\u5229\u7528\u6d4b\u91cf\u6570\u636e\u548c\u4eff\u771f\u6a21\u578b\u6765\u9884\u6d4b\u8bbe\u5907\u6545\u969c\uff0c\u9632\u60a3\u4e8e\u672a\u7136\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">PdM\uff08\u9884\u6d4b\u6027\u7ef4\u62a4\uff09\u4e0d\u662f\u7b49\u5230\u53d1\u751f\u6545\u969c\u6216\u6309\u56fa\u5b9a\u8ba1\u5212\u8fdb\u884c\u7ef4\u62a4\uff0c\u800c\u662f\u5b9e\u65f6\u76d1\u63a7\u8d44\u4ea7\u72b6\u51b5\uff0c\u5e76\u5229\u7528\u5206\u6790\u6765\u786e\u5b9a\u4f55\u65f6\u9700\u8981\u5e72\u9884\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u5728\u672c\u6587\u4e2d\uff0c\u60a8\u5c06\u63a2\u7d22\u771f\u5b9e\u7684<strong> \u9884\u6d4b\u6027\u7ef4\u62a4\u793a\u4f8b<\/strong> \u4ece CAE \u548c\u4eff\u771f\u73af\u5883\u2014\u2014\u5c55\u793a\u4e86\u9886\u5148\u7684\u5de5\u7a0b\u5e08\u5982\u4f55\u4f7f\u7528\u6570\u636e\u9a71\u52a8\u65b9\u6cd5\u3001\u6709\u9650\u5143\u5206\u6790\u548c\u6570\u5b57\u5b6a\u751f\u6280\u672f\u6765\u9884\u6d4b\u6545\u969c\u53d1\u751f\u4e4b\u524d\u53ef\u80fd\u53d1\u751f\u7684\u6545\u969c\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u5728\u5de5\u7a0b\u4eff\u771f\u4e2d\uff0c\u9884\u6d4b\u6027\u7ef4\u62a4\u7ed3\u5408\u4e86\u6709\u9650\u5143\u5206\u6790 (FEA)\u3001\u4f20\u611f\u5668\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\uff0c\u4ee5\u6784\u5efa\u8d44\u4ea7\u7684\u865a\u62df\u526f\u672c\u5e76\u6a21\u62df\u5176\u5728\u5404\u79cd\u6761\u4ef6\u4e0b\u7684\u884c\u4e3a\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u6700\u7ec8\u5f62\u6210\u4e86\u4e00\u79cd\u6570\u636e\u9a71\u52a8\u7684\u65b9\u6cd5\uff0c\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u505c\u673a\u65f6\u95f4\uff0c\u4f18\u5316\u7ef4\u62a4\u8ba1\u5212\uff0c\u5ef6\u957f\u5173\u952e\u673a\u68b0\u7684\u4f7f\u7528\u5bff\u547d\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\">1. \u5de5\u7a0b\u4e2d\u7684\u56db\u79cd\u7ef4\u62a4\u7c7b\u578b\u662f\u4ec0\u4e48\uff1f<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u6709<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.plantengineering.com\/management-culture-and-the-maintenance-prize\/#:~:text=Four%20types%20of%20maintenance\" target=\"_blank\" rel=\"nofollow noopener\"> \u56db\u79cd\u5e38\u89c1\u7684\u7ef4\u62a4\u7b56\u7565<\/a><\/span><\/span><span style=\"font-size: 14pt;\"> \u5de5\u7a0b\u9886\u57df\u4e2d\u7528\u4e8e\u63cf\u8ff0\uff1a\u53cd\u5e94\u6027\u7ef4\u62a4\u3001\u9884\u9632\u6027\u7ef4\u62a4\u3001\u9884\u6d4b\u6027\u7ef4\u62a4\u548c\u4e3b\u52a8\u6027\u7ef4\u62a4\u3002. <strong>\u88ab\u52a8\u7ef4\u62a4<\/strong> \uff08\u8fd0\u884c\u81f3\u6545\u969c\uff09\u4ec5\u5728\u8bbe\u5907\u53d1\u751f\u6545\u969c\u540e\u624d\u8fdb\u884c\u7ef4\u4fee\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u9884\u9632\u6027\u7ef4\u62a4<\/strong> \u6839\u636e\u65f6\u95f4\u6216\u4f7f\u7528\u60c5\u51b5\u5b89\u6392\u5b9a\u671f\u68c0\u67e5\u6216\u66f4\u6362\uff1b\u8fd9\u53ef\u4ee5\u51cf\u5c11\u6545\u969c\uff0c\u4f46\u53ef\u80fd\u5bfc\u81f4\u8fc7\u5ea6\u7ef4\u62a4\u3002. <strong>\u9884\u6d4b\u6027\u7ef4\u62a4<\/strong> \u5229\u7528\u4f20\u611f\u5668\u6570\u636e\u8bc4\u4f30\u8d44\u4ea7\u7684\u5b9e\u9645\u72b6\u51b5\u5e76\u9884\u6d4b\u672a\u6765\u53ef\u80fd\u51fa\u73b0\u7684\u95ee\u9898\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u4e3b\u52a8\u7ef4\u62a4<\/strong> \u901a\u8fc7\u6839\u672c\u539f\u56e0\u5206\u6790\u548c\u8bbe\u8ba1\u6539\u8fdb\uff0c\u8fdb\u4e00\u6b65\u6d88\u9664\u6545\u969c\u7684\u6839\u672c\u539f\u56e0\u3002\u4e3b\u52a8\u5f0f\u65b9\u6848\u53ef\u5c06\u7ef4\u62a4\u6210\u672c\u964d\u4f4e\u9ad8\u8fbe 40 \u500d\uff0c\u5e76\u5c06\u505c\u673a\u65f6\u95f4\u51cf\u5c11 50 \u500d\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8fd9\u4e9b\u7b56\u7565\u6db5\u76d6\u4e86\u4ece\u88ab\u52a8\u5e94\u5bf9\u5230\u9ad8\u5ea6\u524d\u77bb\u6027\u7684\u5404\u4e2a\u65b9\u9762\u3002\u9884\u6d4b\u6027\u548c\u4e3b\u52a8\u6027\u7ef4\u62a4\u8d8a\u6765\u8d8a\u53d7\u5230\u9752\u7750\uff0c\u56e0\u4e3a\u5b83\u4eec\u53ef\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u610f\u5916\u6545\u969c\uff0c\u964d\u4f4e\u7ef4\u62a4\u6210\u672c\uff0c\u5e76\u4f7f\u5de5\u7a0b\u5e08\u80fd\u591f\u6839\u636e\u8bbe\u5907\u7684\u5b9e\u9645\u8fd0\u884c\u72b6\u51b5\u6765\u89c4\u5212\u5e72\u9884\u63aa\u65bd\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>2. \u9884\u6d4b\u6027\u7ef4\u62a4\u548c\u9884\u9632\u6027\u7ef4\u62a4\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u9884\u9632\u6027\u7ef4\u62a4\u4f9d\u8d56\u4e8e\u6839\u636e\u5386\u53f2\u5e73\u5747\u503c\u5236\u5b9a\u7684\u8ba1\u5212\u6027\u4efb\u52a1\u3002\u5b83\u53ef\u80fd\u5305\u62ec\u5b9a\u671f\u68c0\u67e5\u3001\u6da6\u6ed1\u6216\u66f4\u6362\u90e8\u4ef6\uff0c\u800c\u4e0d\u7ba1\u5b9e\u9645\u72b6\u51b5\u5982\u4f55\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u867d\u7136\u9884\u9632\u6027\u7ef4\u62a4\u4e0e\u88ab\u52a8\u7ef4\u62a4\u76f8\u6bd4\u53ef\u4ee5\u51cf\u5c11\u6545\u969c\uff0c\u4f46\u5f53\u8bbe\u5907\u4f7f\u7528\u60c5\u51b5\u53d1\u751f\u53d8\u5316\u65f6\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u4e0d\u5fc5\u8981\u7684\u7ef4\u62a4\u6216\u9057\u6f0f\u95ee\u9898\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u9884\u6d4b\u6027\u7ef4\u62a4\u5229\u7528\u4f20\u611f\u5668\uff08\u4f8b\u5982\u632f\u52a8\u3001\u6e29\u5ea6\u3001\u538b\u529b\u4f20\u611f\u5668\uff09\u5b9e\u65f6\u76d1\u6d4b\u8bbe\u5907\uff0c\u5e76\u8fd0\u7528\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\u6765\u9884\u6d4b\u6545\u969c\u53d1\u751f\u7684\u65f6\u95f4\u3002\u4e0e\u9075\u5faa\u56fa\u5b9a\u7ef4\u62a4\u8ba1\u5212\u4e0d\u540c\uff0c\u9884\u6d4b\u6027\u7ef4\u62a4\u4ec5\u5728\u6307\u6807\u663e\u793a\u8bbe\u5907\u6027\u80fd\u4e0b\u964d\u8d85\u51fa\u53ef\u63a5\u53d7\u8303\u56f4\u65f6\u624d\u8fdb\u884c\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8fd9\u53ef\u4ee5\u51cf\u5c11\u8ba1\u5212\u5916\u505c\u673a\u65f6\u95f4\uff0c\u5e76\u901a\u5e38\u5ef6\u957f\u8d44\u4ea7\u5bff\u547d\u3002. <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.ibm.com\/think\/topics\/predictive-vs-preventive-maintenance#:~:text=Preventive%20maintenance%20%20uses%20regular,com\" target=\"_blank\" rel=\"noopener nofollow\">\u94af <\/a><\/span><\/span><span style=\"font-size: 14pt;\">\u9884\u9632\u6027\u7ef4\u62a4\u9700\u8981\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u3001\u5408\u9002\u7684\u4f20\u611f\u5668\u548c\u5206\u6790\u6280\u672f\uff0c\u4f46\u5b83\u53ef\u4ee5\u964d\u4f4e\u7ef4\u62a4\u6210\u672c\uff0c\u5e76\u4f7f\u5e72\u9884\u63aa\u65bd\u66f4\u52a0\u7cbe\u51c6\u3002\u603b\u800c\u8a00\u4e4b\uff0c\u9884\u9632\u6027\u7ef4\u62a4\u662f\u57fa\u4e8e\u65f6\u95f4\u7684\uff0c\u800c\u9884\u6d4b\u6027\u7ef4\u62a4\u662f\u57fa\u4e8e\u72b6\u6001\u7684\uff0c\u5e76\u4e14\u662f\u6570\u636e\u9a71\u52a8\u7684\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>3. CAE \u548c FEA \u4e2d\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\u662f\u5982\u4f55\u5de5\u4f5c\u7684\uff1f<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u5728\u8ba1\u7b97\u673a\u8f85\u52a9\u5de5\u7a0b\uff08CAE\uff09\u4e2d\uff0c\u9884\u6d4b\u6027\u7ef4\u62a4\u5c06\u4eff\u771f\u4e0e\u6d4b\u91cf\u6570\u636e\u76f8\u7ed3\u5408\u3002\u5de5\u7a0b\u5e08\u521b\u5efa\u90e8\u4ef6\u7684\u6709\u9650\u5143\u6a21\u578b\uff08FEM\uff09\u6765\u8868\u793a\u5176\u51e0\u4f55\u5f62\u72b6\u3001\u6750\u6599\u5c5e\u6027\u548c\u8fb9\u754c\u6761\u4ef6\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u4ece\u7269\u7406\u8d44\u4ea7\u91c7\u96c6\u771f\u5b9e\u4e16\u754c\u7684\u4f20\u611f\u5668\u6570\u636e\u2014\u2014\u632f\u52a8\u3001\u5e94\u53d8\u3001\u6e29\u5ea6\u6216\u538b\u529b\u3002\u8fd9\u4e9b\u6570\u636e\u88ab\u8f93\u5165\u5230\u6709\u9650\u5143\u6a21\u578b\u4e2d\u6216\u7528\u4e8e\u6821\u51c6\u6a21\u578b\uff0c\u4ece\u800c\u4f7f\u6a21\u578b\u80fd\u591f\u53cd\u6620\u5b9e\u9645\u884c\u4e3a\u3002\u6d4b\u91cf\u54cd\u5e94\u4e0e\u6a21\u62df\u54cd\u5e94\u4e4b\u95f4\u7684\u504f\u5dee <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.simularge.com\/blog\/enhancing-engineering-with-cae-and-real-world-data-integration#:~:text=discrepancies%20and%20making%20necessary%20adjustments\" target=\"_blank\" rel=\"noopener nofollow\">\u63ed\u793a\u635f\u4f24\u6216\u52a3\u5316<\/a><\/span><\/span><span style=\"font-size: 14pt;\">. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u901a\u8fc7\u5bf9\u5404\u79cd\u8f7d\u8377\u60c5\u51b5\u8fdb\u884c\u6a21\u62df\uff0c\u5e76\u5c06\u5176\u4e0e\u4f20\u611f\u5668\u6570\u636e\u8fdb\u884c\u6bd4\u8f83\uff0c\u5de5\u7a0b\u5e08\u53ef\u4ee5\u9884\u6d4b\u5e94\u529b\u6216\u5e94\u53d8\u4f55\u65f6\u4f1a\u8d85\u8fc7\u5b89\u5168\u9650\u5ea6\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u5178\u578b\u7684\u57fa\u4e8e CAE \u7684 PdM \u5de5\u4f5c\u6d41\u7a0b\u5305\u62ec\uff08<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.simularge.com\/blog\/enhancing-engineering-with-cae-and-real-world-data-integration#:~:text=How%20CAE%20and%20Measured%20Data,Work%20Together\" target=\"_blank\" rel=\"noopener nofollow\">simularge.com<\/a><\/span><\/span><span style=\"font-size: 14pt;\">):<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-41734\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2025\/10\/Table.png\" alt=\"\u9884\u6d4b\u6027\u7ef4\u62a4\u793a\u4f8b\" width=\"832\" height=\"520\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table.png 1063w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-300x187.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-1024x640.png 1024w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-430x269.png 430w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-768x480.png 768w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-62x39.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-600x375.png 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-725x453.png 725w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-150x94.png 150w\" sizes=\"(max-width: 832px) 100vw, 832px\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u901a\u8fc7\u8fd9\u79cd\u96c6\u6210\uff0c\u57fa\u4e8e CAE \u7684\u9884\u6d4b\u6027\u7ef4\u62a4\u53ef\u4ee5\u5e2e\u52a9\u5de5\u7a0b\u5e08\u68c0\u6d4b\u7ec6\u5fae\u7684\u53d8\u5316\uff0c\u907f\u514d\u8fc7\u5ea6\u7ef4\u62a4\u5e76\u4f18\u5316\u8bbe\u8ba1\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>4. \u54ea\u79cd\u7b97\u6cd5\u6700\u9002\u5408\u9884\u6d4b\u6027\u7ef4\u62a4\uff1f<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u6ca1\u6709\u7edd\u5bf9\u201c\u6700\u4f73\u201d\u7b97\u6cd5\uff1b\u7b97\u6cd5\u7684\u9009\u62e9\u53d6\u51b3\u4e8e\u95ee\u9898\u3001\u53ef\u7528\u6570\u636e\u548c\u6240\u9700\u8f93\u51fa\u3002. <strong>\u76d1\u7763\u5b66\u4e60\u7b97\u6cd5<\/strong> \u50cf\u968f\u673a\u68ee\u6797\u3001\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09\u548c\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\uff08ANN\uff09\u8fd9\u6837\u7684\u7b97\u6cd5\uff0c\u5728\u6709\u6807\u8bb0\u7684\u5386\u53f2\u6570\u636e\u53ef\u7528\u65f6\u8868\u73b0\u51fa\u8272\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u968f\u673a\u68ee\u6797\u521b\u5efa\u51b3\u7b56\u6811\u96c6\u6210\u6765\u5bf9\u590d\u6742\u6a21\u5f0f\u8fdb\u884c\u5206\u7c7b\u6216\u56de\u5f52\uff1b\u652f\u6301\u5411\u91cf\u673a\u6784\u5efa\u8d85\u5e73\u9762\u6765\u5206\u79bb\u7c7b\u522b\uff1b\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u4f7f\u7528\u76f8\u4e92\u8fde\u63a5\u7684\u795e\u7ecf\u5143\u6765\u6a21\u62df\u975e\u7ebf\u6027\u5173\u7cfb\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u65e0\u76d1\u7763\u7b97\u6cd5<\/strong> \u5f53\u6570\u636e\u672a\u6807\u8bb0\u65f6\uff0cK\u5747\u503c\u805a\u7c7b\u7b49\u65b9\u6cd5\u975e\u5e38\u6709\u7528\uff1b\u5b83\u4eec\u5c06\u76f8\u4f3c\u7684\u6570\u636e\u70b9\u5206\u7ec4\u5e76\u68c0\u6d4b\u5f02\u5e38\u60c5\u51b5\uff0c\u8fd9\u53ef\u80fd\u9884\u793a\u7740\u6f5c\u5728\u7684\u6545\u969c\uff08<a href=\"https:\/\/control.com\/technical-articles\/ai-algorithms-used-in-predictive-maintenance\/#:~:text=One%20of%20the%20most%20common,relatively%20efficient%20in%20computational%20terms\" target=\"_blank\" rel=\"nofollow noopener\">control.com<\/a><\/span><span style=\"font-size: 14pt;\">).<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u5f53\u5386\u53f2\u6545\u969c\u6570\u636e\u532e\u4e4f\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u751f\u6210\u6280\u672f\u6216\u6570\u5b57\u5b6a\u751f\u6280\u672f\u6765\u5408\u6210\u751f\u6210\u6545\u969c\u6848\u4f8b\uff08<a href=\"https:\/\/www.mathworks.com\/company\/technical-articles\/predictive-maintenance-using-a-digital-twin.html#:~:text=It%20is%20not%20always%20possible,consuming%2C%20costly%2C%20or%20even%20unfeasible\" target=\"_blank\" rel=\"nofollow noopener\">mathworks.com<\/a><\/span><span style=\"font-size: 14pt;\">\u6700\u7ec8\uff0c\u6709\u6548\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\u901a\u5e38\u5c06\u4fe1\u53f7\u5904\u7406\uff08\u4f8b\u5982\u632f\u52a8\u5206\u6790\uff09\u4e0e\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u548c\u9886\u57df\u77e5\u8bc6\u76f8\u7ed3\u5408\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u4f8b\u5982\uff0c\u7ba1\u9053\u53ef\u4ee5\u4f7f\u7528\u968f\u673a\u68ee\u6797\u5bf9\u8f74\u627f\u7f3a\u9677\u8fdb\u884c\u5206\u7c7b\uff0c\u4f7f\u7528\u652f\u6301\u5411\u91cf\u673a\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b\uff1b\u7136\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u5bf9\u8f7d\u8377\u3001\u6e29\u5ea6\u548c\u9884\u6d4b\u5269\u4f59\u4f7f\u7528\u5bff\u547d (RUL) \u4e4b\u95f4\u7684\u975e\u7ebf\u6027\u5173\u7cfb\u8fdb\u884c\u5efa\u6a21\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u5de5\u7a0b\u5e08\u5e94\u8be5\u5c1d\u8bd5\u4e0d\u540c\u7684\u6a21\u578b\uff0c\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u5e76\u8bc4\u4f30\u51c6\u786e\u7387\u3001\u7cbe\u786e\u7387\u548c\u8bef\u62a5\u7387\u7b49\u6307\u6807\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>5. \u4f7f\u7528 Abaqus \u8fdb\u884c\u9884\u6d4b\u6027\u7ef4\u62a4\uff1a\u4ece\u6a21\u578b\u8bbe\u7f6e\u5230\u81ea\u52a8\u5316<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Abaqus\u662f\u8fbe\u7d22\u7cfb\u7edfSIMULIA\u5957\u4ef6\u7684\u4e00\u90e8\u5206\uff0c\u5e7f\u6cdb\u7528\u4e8e\u975e\u7ebf\u6027\u6709\u9650\u5143\u5206\u6790\u3002\u5728Abaqus\u4e2d\u8fdb\u884c\u9884\u6d4b\u6027\u7ef4\u62a4\u5305\u62ec\u6784\u5efa\u8d44\u4ea7\u7684\u8be6\u7ec6\u6a21\u578b\uff0c\u5c06\u5176\u4e0e\u5b9e\u9645\u4f20\u611f\u5668\u6570\u636e\u5173\u8054\uff0c\u5e76\u5b9e\u73b0\u6d41\u7a0b\u81ea\u52a8\u5316\uff0c\u4ece\u800c\u957f\u671f\u76d1\u6d4b\u8d44\u4ea7\u7684\u5065\u5eb7\u72b6\u51b5\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u4ee5\u4e0b\u5206\u6b65\u6307\u5357\u53ef\u4ee5\u5e2e\u52a9\u5de5\u7a0b\u5e08\u5165\u95e8\uff1a<\/span><\/p>\n<ol>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u5bf9\u5173\u952e\u8d44\u4ea7\u8fdb\u884c\u5efa\u6a21<\/strong>. \u4f7f\u7528 Abaqus\/CAE \u6784\u5efa\u90e8\u4ef6\u7684\u6709\u9650\u5143\u6a21\u578b\uff0c\u6355\u6349\u5176\u51e0\u4f55\u5f62\u72b6\u3001\u6750\u6599\u5c5e\u6027\u3001\u8fb9\u754c\u6761\u4ef6\u548c\u8f7d\u8377\u5386\u53f2\u3002\u7f51\u683c\u5212\u5206\u5e94\u53cd\u6620\u53ef\u80fd\u53d1\u751f\u5931\u6548\u7684\u533a\u57df\uff08\u4f8b\u5982\uff0c\u5e94\u529b\u96c6\u4e2d\u533a\u57df\uff09\u3002.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u5b89\u88c5\u4f20\u611f\u5668\u5e76\u6536\u96c6\u6570\u636e<\/strong>. \u5728\u7269\u7406\u8d44\u4ea7\u4e0a\u5b89\u88c5\u5e94\u53d8\u8ba1\u3001\u52a0\u901f\u5ea6\u8ba1\u6216\u6e29\u5ea6\u4f20\u611f\u5668\u3002\u786e\u4fdd\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\u5728\u8fd0\u884c\u671f\u95f4\u6355\u83b7\u9ad8\u5206\u8fa8\u7387\u4fe1\u53f7\u3002\u6839\u636e\u9884\u6d4b\u6027\u7ef4\u62a4\u6307\u5357\uff0c\u8be5\u8ba1\u5212\u5e94\u4ece\u5173\u952e\u8d44\u4ea7\u548c\u9ad8\u8d28\u91cf\u6570\u636e\u5f00\u59cb\uff08<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.ptc.com\/en\/blogs\/iiot\/starting-a-predictive-maintenance-program#:~:text=Prerequisites%20to%20a%20Predictive%20Maintenance,Program\" target=\"_blank\" rel=\"nofollow noopener\">\u9884\u6d4b\u6027\u7ef4\u62a4\u8ba1\u5212\u7684\u524d\u63d0\u6761\u4ef6<\/a><\/span><\/span><span style=\"font-size: 14pt;\">).<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u5c06\u6570\u636e\u4e0e\u4eff\u771f\u5173\u8054\u8d77\u6765<\/strong>. \u4f7f\u7528 Python \u811a\u672c\uff08Abaqus \u7684 API\uff09\u5c06\u4f20\u611f\u5668\u6570\u636e\u5bfc\u5165\u6a21\u578b\uff0c\u5e76\u5c06\u5176\u4f5c\u4e3a\u8fb9\u754c\u6761\u4ef6\u6216\u8f7d\u8377\u5e94\u7528\u3002\u8fd9\u4f1a\u5c06\u4eff\u771f\u8f6c\u6362\u4e3a\u53cd\u6620\u771f\u5b9e\u884c\u4e3a\u7684\u2019\u6570\u5b57\u5b6a\u751f\u201c\u3002<span style=\"color: #333333;\">simularge.com<\/span><\/span><span style=\"font-size: 14pt;\">).<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u81ea\u52a8\u5316\u5206\u6790<\/strong>. \u7f16\u5199 Python \u811a\u672c\u6216\u4f7f\u7528 Abaqus\/Isight \u6765\u81ea\u52a8\u5316\u91cd\u590d\u6027\u5206\u6790\uff0c\u4f8b\u5982\u6bcf\u5468\u5065\u5eb7\u68c0\u67e5\u6216\u53c2\u6570\u66f4\u65b0\u3002\u4f8b\u5982\uff0c\u811a\u672c\u53ef\u4ee5\u6bcf\u5929\u4f7f\u7528\u6700\u65b0\u7684\u4f20\u611f\u5668\u6570\u636e\u8fd0\u884c\u6a21\u6001\u5206\u6790\uff0c\u5e76\u5c06\u56fa\u6709\u9891\u7387\u4e0e\u57fa\u7ebf\u503c\u8fdb\u884c\u6bd4\u8f83\u3002.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6574\u5408\u673a\u5668\u5b66\u4e60<\/strong>. \u5c06\u4eff\u771f\u7ed3\u679c\uff08\u5e94\u529b\u3001\u5e94\u53d8\u3001\u4f4d\u79fb\u3001\u6e29\u5ea6\uff09\u548c\u6d4b\u91cf\u6570\u636e\u5bfc\u51fa\u5230\u6570\u636e\u79d1\u5b66\u73af\u5883\uff08Python\u3001MATLAB\uff09\u3002\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4ee5\u9884\u6d4b\u5931\u6548\u6216\u5269\u4f59\u4f7f\u7528\u5bff\u547d\u3002\u8fd9\u4e9b\u6a21\u578b\u53ef\u4ee5\u5bf9\u5e94\u529b\u5faa\u73af\u6a21\u5f0f\u8fdb\u884c\u5206\u7c7b\u6216\u56de\u5f52\u5206\u6790\u5269\u4f59\u5bff\u547d\u3002.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u95ed\u5408\u56de\u8def<\/strong>. \u5229\u7528\u9884\u6d4b\u6a21\u578b\uff0c\u5f53\u9884\u6d4b\u7684\u538b\u529b\u6216\u635f\u574f\u8d85\u8fc7\u9608\u503c\u65f6\u89e6\u53d1\u7ef4\u62a4\u3002\u4e3a\u7ef4\u62a4\u56e2\u961f\u5b9e\u65bd\u4eea\u8868\u76d8\u6216\u8b66\u62a5\u3002\u5728\u8bd5\u70b9\u6210\u529f\u540e\uff0c\u5c06\u7cfb\u7edf\u6269\u5c55\u5230\u5176\u4ed6\u8d44\u4ea7\uff08ptc.com\uff09\u3002.<\/span><\/li>\n<\/ol>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8fd9\u79cd\u5de5\u4f5c\u6d41\u7a0b\u9f13\u52b1\u6301\u7eed\u6539\u8fdb\uff1a\u4f7f\u7528\u65b0\u6570\u636e\u6821\u51c6\u6a21\u578b\u3001\u4f18\u5316\u7b97\u6cd5\u5e76\u66f4\u65b0\u9608\u503c\u3002\u5f53\u4e0e\u7ef4\u62a4\u7ba1\u7406\u7cfb\u7edf\u96c6\u6210\u65f6\uff0c\u57fa\u4e8e Abaqus \u7684\u9884\u6d4b\u6027\u7ef4\u62a4 (PdM) \u53ef\u4ee5\u6210\u4e3a\u4e00\u4e2a\u5e38\u89c4\u7684\u81ea\u52a8\u5316\u6d41\u7a0b\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>5.1 \u5982\u4f55\u5229\u7528\u4eff\u771f\u6570\u636e\u542f\u52a8\u9884\u6d4b\u6027\u7ef4\u62a4\u8ba1\u5212<\/strong><\/h3>\n<p><span style=\"font-size: 14pt;\">\u6784\u5efa\u9884\u6d4b\u6027\u7ef4\u62a4 (PdM) \u9879\u76ee\u4e0d\u4ec5\u4ec5\u6d89\u53ca\u6280\u672f\uff0c\u5b83\u8fd8\u6db5\u76d6\u4eba\u5458\u3001\u6d41\u7a0b\u548c\u6570\u636e\u3002\u636e PTC \u79f0\uff0c\u6210\u529f\u7684 PdM \u9879\u76ee\u9700\u8981\u56db\u5927\u652f\u67f1\uff1a <strong>\u6d41\u7a0b<\/strong>, <strong>\u4eba\u4eec<\/strong>, <strong>\u6280\u672f<\/strong> \u548c <strong>\u653f\u7b56<\/strong>. <\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u6d41\u7a0b\u5b9a\u4e49\u4e86\u5982\u4f55\u6536\u96c6\u3001\u5206\u6790\u548c\u5904\u7406\u6570\u636e\uff1b\u4eba\u4eec\u9700\u8981\u63a5\u53d7\u57f9\u8bad\u624d\u80fd\u89e3\u8bfb\u7ed3\u679c\uff1b\u6280\u672f\u63d0\u4f9b\u4e86\u4f20\u611f\u5668\u548c\u5206\u6790\u529f\u80fd\uff1b\u653f\u7b56\u786e\u4fdd\u884c\u52a8\u4e0e\u4e1a\u52a1\u76ee\u6807\u4fdd\u6301\u4e00\u81f4\u3002.<\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u542f\u52a8\u4e00\u4e2a\u9879\u76ee\u7684\u5173\u952e\u6b65\u9aa4\u5305\u62ec\uff08<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.ptc.com\/en\/blogs\/iiot\/starting-a-predictive-maintenance-program#:~:text=Key%20steps%20for%20establishing%20a,predictive%20maintenance%20program\" target=\"_blank\" rel=\"nofollow noopener\">\u5efa\u7acb\u9884\u6d4b\u6027\u7ef4\u62a4\u8ba1\u5212\u7684\u5173\u952e\u6b65\u9aa4<\/a><\/span><\/span><span style=\"font-size: 14pt;\">):<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u8bc6\u522b\u5173\u952e\u8d44\u4ea7<\/strong>. \u91cd\u70b9\u5173\u6ce8\u90a3\u4e9b\u6545\u969c\u4f1a\u5bf9\u751f\u4ea7\u6216\u5b89\u5168\u9020\u6210\u91cd\u5927\u5f71\u54cd\u7684\u8bbe\u5907\u3002\u5e76\u975e\u6240\u6709\u673a\u5668\u90fd\u9700\u8981\u9884\u6d4b\u6027\u7ef4\u62a4\uff1b\u5148\u4ece\u5f71\u54cd\u6700\u5927\u7684\u8d44\u4ea7\u5165\u624b\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u5236\u5b9a\u8bd5\u70b9\u8ba1\u5212<\/strong>. \u9009\u62e9\u4e00\u9879\u8d44\u4ea7\uff0c\u90e8\u7f72\u4f20\u611f\u5668\u3001\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\u548c\u9884\u6d4b\u6a21\u578b\u3002\u5728\u6269\u5927\u89c4\u6a21\u4e4b\u524d\uff0c\u5148\u8bc4\u4f30\u7ed3\u679c\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u5236\u5b9a\u54cd\u5e94\u7a0b\u5e8f<\/strong>. \u660e\u786e\u5f53\u7cfb\u7edf\u9884\u6d4b\u53d1\u751f\u6545\u969c\u65f6\u5e94\u8be5\u91c7\u53d6\u4ec0\u4e48\u63aa\u65bd\u2014\u2014\u4f8b\u5982\uff0c\u5b89\u6392\u68c0\u67e5\u3001\u8ba2\u8d2d\u5907\u4ef6\u6216\u8c03\u6574\u8fd0\u884c\u6761\u4ef6\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u5236\u5b9a\u6570\u636e\u6218\u7565<\/strong>. \u786e\u5b9a\u6570\u636e\u7684\u5b58\u50a8\u3001\u5904\u7406\u65b9\u5f0f\u4ee5\u53ca\u4e0e\u4f01\u4e1a\u7cfb\u7edf\u7684\u96c6\u6210\u65b9\u5f0f\u3002\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u548c\u6cbb\u7406\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u5236\u5b9a\u5931\u8d25\u5e94\u5bf9\u8ba1\u5212<\/strong>. \u8fd0\u7528\u60c5\u666f\u5206\u6790\u6765\u5e94\u5bf9\u8bef\u62a5\u5e76\u6a21\u62df\u4e0d\u786e\u5b9a\u6027\u3002\u8bb0\u5f55\u5907\u7528\u65b9\u6848\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u9010\u6b65\u6269\u5927\u89c4\u6a21<\/strong>. \u5728\u8bd5\u70b9\u9879\u76ee\u4e2d\u8bc1\u660e\u5176\u4ef7\u503c\u540e\uff0c\u5c06\u8be5\u8ba1\u5212\u6269\u5c55\u5230\u5176\u4ed6\u8d44\u4ea7\uff0c\u5e76\u4e0d\u65ad\u6539\u8fdb\u7b97\u6cd5\u3002.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-size: 14pt;\">\u786e\u4fdd\u6570\u636e\u5b8c\u6574\u6027\u81f3\u5173\u91cd\u8981\u3002\u5982\u679c\u6ca1\u6709\u51c6\u786e\u4e14\u5145\u8db3\u7684\u4f20\u611f\u5668\u6570\u636e\uff0c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u53ef\u80fd\u4f1a\u505a\u51fa\u9519\u8bef\u9884\u6d4b\uff0c\u4eff\u771f\u6a21\u578b\u4e5f\u53ef\u80fd\u65e0\u6cd5\u6b63\u786e\u6821\u51c6\u3002.<\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u7ef4\u62a4\u5de5\u7a0b\u5e08\u3001\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u4eff\u771f\u4e13\u5bb6\u4e4b\u95f4\u7684\u534f\u4f5c\u5bf9\u4e8e\u6210\u529f\u81f3\u5173\u91cd\u8981\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>5.2. \u96c6\u6210\u6709\u9650\u5143\u6a21\u578b\u8fdb\u884c\u9884\u6d4b\u6027\u7ef4\u62a4\u5206\u6790<\/strong><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u6709\u9650\u5143\u6a21\u578b\u80fd\u591f\u8be6\u7ec6\u63cf\u8ff0\u7ed3\u6784\u6216\u70ed\u529b\u5b66\u5728\u8f7d\u8377\u4f5c\u7528\u4e0b\u7684\u884c\u4e3a\u3002\u5c06\u5176\u96c6\u6210\u5230\u9884\u6d4b\u6027\u7ef4\u62a4\uff08PdM\uff09\u7a0b\u5e8f\u4e2d\uff0c\u9700\u8981\u5c06\u4eff\u771f\u8f93\u51fa\u6620\u5c04\u5230\u4f20\u611f\u5668\u8f93\u5165\uff0c\u5e76\u968f\u65f6\u95f4\u66f4\u65b0\u6a21\u578b\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u4e00\u79cd\u6807\u51c6\u65b9\u6cd5\u662f\u521b\u5efa\u4e00\u4e2a <a href=\"https:\/\/caeassistant.com\/blog\/digital-twin-engineering-simulation\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #0000ff;\"><strong>\u6570\u5b57\u5b6a\u751f<\/strong><\/span><\/a><\/span><span style=\"font-size: 14pt;\">\u2014\u4e00\u79cd\u52a8\u6001\u7684\u3001\u865a\u62df\u7684\u8868\u793a\uff0c\u901a\u8fc7\u5b9e\u65f6\u6570\u636e\u4e0d\u65ad\u66f4\u65b0\u3002.<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\"><strong>\u4f20\u611f\u5668\u96c6\u6210<\/strong>\u5728\u6a21\u578b\u9884\u6d4b\u663e\u793a\u5e94\u529b\u8f83\u9ad8\u6216\u6e29\u5ea6\u68af\u5ea6\u8f83\u5927\u7684\u4f4d\u7f6e\u5e03\u7f6e\u4f20\u611f\u5668\u3002\u4f20\u611f\u5668\u6570\u636e\u6620\u5c04\u5230\u76f8\u5e94\u7684\u8282\u70b9\u6216\u5355\u5143\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6a21\u578b\u6821\u51c6<\/strong>\u8c03\u6574\u6750\u6599\u5c5e\u6027\u3001\u8fb9\u754c\u6761\u4ef6\u6216\u8f7d\u8377\uff0c\u76f4\u5230\u4eff\u771f\u8f93\u51fa\uff08\u4f8b\u5982\u5e94\u53d8\u3001\u6e29\u5ea6\uff09\u4e0e\u4f20\u611f\u5668\u8bfb\u6570\u76f8\u5339\u914d\uff08<a href=\"https:\/\/www.simularge.com\/blog\/enhancing-engineering-with-cae-and-real-world-data-integration#:~:text=How%20CAE%20and%20Measured%20Data,Work%20Together\" target=\"_blank\" rel=\"nofollow noopener\">simularge.com<\/a><\/span><span style=\"font-size: 14pt;\">\u6821\u51c6\u53ef\u4ee5\u4f7f\u7528\u4f18\u5316\u6280\u672f\uff0c\u4f8b\u5982\u62c9\u4e01\u8d85\u7acb\u65b9\u62bd\u6837\u6216\u81ea\u9002\u5e94\u5143\u6a21\u578b\u6700\u4f18\u9884\u540e\uff08AMOP\uff09\u7b97\u6cd5\uff08<a href=\"https:\/\/www.ansys.com\/blog\/not-too-hot-to-handle-rauch-enables-predictive-maintenance-melting-furnace-with-digital-twins#:~:text=The%20integration%20was%20a%20three,parametric%20study%20using%20%2065\" target=\"_blank\" rel=\"nofollow noopener\">ansys.com<\/a><\/span><span style=\"font-size: 14pt;\">).<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u964d\u9636\u6a21\u578b\uff08ROM\uff09<\/strong>\u5927\u578b\u6709\u9650\u5143\u6a21\u578b\u8ba1\u7b97\u91cf\u5de8\u5927\u3002\u6a21\u578b\u964d\u9636\u6280\u672f\u2014\u2014\u91c7\u7528\u57fa\u4e8e\u7269\u7406\u6216\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u65b9\u6cd5\u2014\u2014\u5728\u4fdd\u6301\u7cbe\u5ea6\u7684\u524d\u63d0\u4e0b\uff0c\u5c06\u6a21\u578b\u7b80\u5316\u4e3a\u4e00\u7ec4\u57fa\u51fd\u6570\u3002\u8fd9\u4e9b\u964d\u9636\u6a21\u578b\u51e0\u4e4e\u53ef\u4ee5\u5b9e\u65f6\u8fd0\u884c\uff0c\u5e76\u53ef\u4f5c\u4e3a\u2026\u2026 <strong>\u865a\u62df\u4f20\u611f\u5668 <\/strong>(<a href=\"https:\/\/www.nafems.org\/publications\/resource_center\/nwc21-425-c\/?srsltid=AfmBOopZBtDppB7DzF3e0mqsnHPJobvYSbeeVULpw0xhqn-_QGJqcbn4\" target=\"_blank\" rel=\"nofollow noopener\">nafems.org<\/a><\/span><span style=\"font-size: 14pt;\">).<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u901a\u8fc7\u5c06\u4f20\u611f\u5668\u4e0e\u6709\u9650\u5143\u6a21\u578b\u76f8\u7ed3\u5408\uff0c\u7ef4\u62a4\u56e2\u961f\u53ef\u4ee5\u76d1\u6d4b\u5e94\u529b\u6216\u70ed\u53d8\u5316\u5e76\u8c03\u6574\u64cd\u4f5c\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u4f8b\u5982\uff0c\u5728\u71c3\u6c14\u8f6e\u673a\u4e2d\uff0c\u70ed\u529b\u673a\u68b0\u6a21\u578b\u4f7f\u7528\u6570\u5343\u4e2a\u8fb9\u754c\u6761\u4ef6\u6765\u6a21\u62df\u77ac\u6001\u884c\u4e3a\uff1b\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u6a21\u578b\u964d\u9636\u63d0\u53d6\u4f4e\u7ef4\u8fd1\u4f3c\u503c\uff0c\u8fd9\u4e9b\u8fd1\u4f3c\u503c\u53ef\u5728\u8fb9\u7f18\u8bbe\u5907\u4e0a\u8fd0\u884c\uff0c\u7528\u4e8e\u5b9e\u65f6\u76d1\u63a7\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u5f53\u6a21\u62df\u68c0\u6d4b\u5230\u5f02\u5e38\u7684\u70ed\u589e\u957f\u6216\u5e94\u529b\u65f6\uff0c\u53ef\u4ee5\u5728\u635f\u574f\u53d1\u751f\u4e4b\u524d\u89e6\u53d1\u7ef4\u62a4\u4efb\u52a1\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>5.3 \u7ed3\u6784\u5206\u6790\u548c\u70ed\u529b\u8026\u5408\u4e2d\u7684\u9884\u6d4b\u6027\u7ef4\u62a4<\/strong><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u627f\u53d7\u590d\u6742\u8f7d\u8377\u7684\u7ed3\u6784\u901a\u5e38\u4f1a\u540c\u65f6\u53d7\u5230\u70ed\u5e94\u529b\u548c\u673a\u68b0\u5e94\u529b\u3002. <strong>\u70ed\u529b\u8026\u5408<\/strong> \u63cf\u8ff0\u6e29\u5ea6\u53d8\u5316\u5982\u4f55\u5f71\u54cd\u673a\u68b0\u6027\u80fd\uff0c\u53cd\u4e4b\u4ea6\u7136\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u4f8b\u5982\uff0c\u71c3\u6c14\u8f6e\u673a\u53f6\u7247\u4f1a\u627f\u53d7\u9ad8\u79bb\u5fc3\u8f7d\u8377\u548c\u6e29\u5ea6\u6ce2\u52a8\u3002\u897f\u95e8\u5b50Simcenter 3D\u6216Abaqus\u7b49\u4eff\u771f\u8f6f\u4ef6\u53ef\u4ee5\u6a21\u62df\u8fd9\u4e9b\u8026\u5408\u573a\uff0c\u4ece\u800c\u9884\u6d4b\u6750\u6599\u7684\u75b2\u52b3\u548c\u8815\u53d8\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u5728\u5b9e\u8df5\u4e2d\uff0c\u5de5\u7a0b\u5e08\u4f1a\u6267\u884c\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/span><\/p>\n<ol>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6784\u5efa\u70ed\u529b\u8026\u5408\u6a21\u578b<\/strong> \u7ec4\u4ef6\u7684\u7279\u6027\uff0c\u5305\u62ec\u968f\u6e29\u5ea6\u53d8\u5316\u7684\u6750\u6599\u7279\u6027\u3002.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u5e94\u7528\u70ed\u8fb9\u754c\u6761\u4ef6<\/strong> \uff08\u70ed\u901a\u91cf\u3001\u5bf9\u6d41\u7cfb\u6570\uff09\u548c\u673a\u68b0\u8f7d\u8377\uff08\u79bb\u5fc3\u529b\u3001\u632f\u52a8\uff09\u3002\u4f7f\u7528\u5b9e\u6d4b\u6570\u636e\u6216CFD\u63a8\u5bfc\u7684\u76f8\u5173\u6027\u3002.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u4f7f\u7528\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6821\u51c6<\/strong> \u4f7f\u7528\u4f34\u968f\u7075\u654f\u5ea6\u65b9\u6cd5\u66f4\u65b0\u4f20\u70ed\u7cfb\u6570\u6216\u6750\u6599\u53c2\u6570\u3002.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u51cf\u5c11\u5b9e\u65f6\u4f7f\u7528\u8ba2\u5355<\/strong> \u5229\u7528\u57fa\u4e8e\u7269\u7406\u6216\u4eba\u5de5\u667a\u80fd\u7684\u6a21\u578b\u964d\u9636\u65b9\u6cd5\u3002\u751f\u6210\u7684ROM\u53ef\u4ee5\u4f5c\u4e3a\u6570\u5b57\u5b6a\u751f\u7684\u4e00\u90e8\u5206\u5728\u8fb9\u7f18\u8bbe\u5907\u4e0a\u8fd0\u884c\u3002.<\/span><\/li>\n<\/ol>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u70ed\u529b\u5b66\u6a21\u62df\u5bf9\u4e8e\u9884\u6d4b\u88c2\u7eb9\u840c\u751f\u548c\u6269\u5c55\u81f3\u5173\u91cd\u8981\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u4f8b\u5982\uff0cLife Prediction Technologies \u7684 XactLIFE \u5e73\u53f0\u5229\u7528\u8f7d\u8377\u8fc7\u6ee4\u3001\u6e29\u5ea6\u548c\u5e94\u529b-\u5e94\u53d8\u8ba1\u7b97\u4ee5\u53ca\u57fa\u4e8e\u5fae\u89c2\u7ed3\u6784\u7684\u635f\u4f24\u5efa\u6a21\uff08\u8815\u53d8\u3001\u4f4e\u5468\u75b2\u52b3\u3001\u70ed\u673a\u68b0\u75b2\u52b3\uff09\u6765\u4f30\u8ba1\u71c3\u6c14\u8f6e\u673a\u90e8\u4ef6\u7684\u88c2\u7eb9\u840c\u751f\u548c\u6269\u5c55\u5bff\u547d\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8be5\u9884\u6d4b\u6a21\u578b\u53ef\u4e3a\u96f6\u4ef6\u66f4\u6362\u3001\u5ef6\u957f\u4f7f\u7528\u5bff\u547d\u548c\u5927\u4fee\u51b3\u7b56\u63d0\u4f9b\u4fe1\u606f\uff0c\u4ece\u800c\u964d\u4f4e\u7ef4\u62a4\u6210\u672c\u7ea6 40 % (<a href=\"https:\/\/www.lifepredictiontech.com\/phm#:~:text=Benefits\" target=\"_blank\" rel=\"nofollow noopener\">lifepredictiontech.com<\/a><\/span><span style=\"font-size: 14pt;\">).<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>6. Abaqus \u548c\u5de5\u7a0b\u4eff\u771f\u4e2d\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\u793a\u4f8b<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u4e0b\u5217 <strong>\u9884\u6d4b\u6027\u7ef4\u62a4\u793a\u4f8b<\/strong> \u5c55\u793a\u5de5\u7a0b\u5e08\u5982\u4f55\u4f7f\u7528 Abaqus \u4eff\u771f\u3001\u6750\u6599\u5efa\u6a21\u548c\u57fa\u4e8e AI \u7684\u5de5\u4f5c\u6d41\u7a0b\u6765\u8bc6\u522b\u4e0d\u540c\u884c\u4e1a\u7684\u7ec4\u4ef6\u9000\u5316\u5e76\u4f30\u8ba1\u5269\u4f59\u4f7f\u7528\u5bff\u547d\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>6.1 \u6c7d\u8f6e\u673a\u53f6\u7247\u6027\u80fd\u9884\u6d4b<\/strong><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6982\u8ff0\uff1a<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u4e00\u9879\u7814\u7a76\u91c7\u7528\u5361\u5c14\u66fc\u6ee4\u6ce2\u5668\u548c\u795e\u7ecf\u7f51\u7edc\u6765\u9884\u6d4b\u6c7d\u8f6e\u673a\u53f6\u7247\u7684\u5269\u4f59\u4f7f\u7528\u5bff\u547d\uff08RUL\uff09\u3002\u867d\u7136\u8be5\u7814\u7a76\u6ca1\u6709\u660e\u786e\u63d0\u53caAbaqus\u8f6f\u4ef6\uff0c\u4f46\u5c06\u4eff\u771f\u6570\u636e\u4e0e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u76f8\u7ed3\u5408\u662f\u9884\u6d4b\u6027\u7ef4\u62a4\uff08PdM\uff09\u5e94\u7528\u4e2d\u7684\u5e38\u7528\u65b9\u6cd5\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u4e3b\u8981\u89c1\u89e3\uff1a<\/strong><\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\">\u5229\u7528\u4f20\u611f\u5668\u6570\u636e\u548c\u4eff\u771f\u7ed3\u679c\u9884\u6d4b\u7ec4\u4ef6\u6545\u969c\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\u8bc1\u660e\u4e86\u5c06\u7269\u7406\u6a21\u62df\u4e0e\u9884\u6d4b\u5206\u6790\u76f8\u7ed3\u5408\u7684\u6709\u6548\u6027\u3002.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u53c2\u8003\uff1a<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u57fa\u4e8e\u5361\u5c14\u66fc\u6ee4\u6ce2\u7684\u795e\u7ecf\u7f51\u7edc\u65b9\u6cd5\u5728\u9884\u6d4b\u6027\u7ef4\u62a4\u4e2d\u7684\u5e94\u7528\uff1a\u4ee5\u6c7d\u8f6e\u673a\u53f6\u7247\u6027\u80fd\u9884\u6d4b\u4e3a\u4f8b\u3002. <a href=\"https:\/\/www.researchgate.net\/publication\/267645596_Kalman_Filter_Based_Neural_Network_Methodology_for_Predictive_Maintenance_A_Case_Study_on_Steam_Turbine_Blade_Performance_Prognostics?utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">ResearchGate<\/a><\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>6.2. Abaqus\u4e2d\u76f8\u573a\u65ad\u88c2\u65b9\u6cd5\u7684\u5b9e\u73b0<\/strong><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6982\u8ff0\uff1a<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u7814\u7a76\u4eba\u5458\u5728 Abaqus \u4e2d\u5f00\u53d1\u4e86\u4e00\u79cd\u7a33\u5065\u7684\u76f8\u573a\u65ad\u88c2\u65b9\u6cd5\uff0c\u80fd\u591f\u6a21\u62df\u88c2\u7eb9\u5206\u652f\u548c\u5408\u5e76\u7b49\u590d\u6742\u7684\u65ad\u88c2\u73b0\u8c61\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u4e3b\u8981\u89c1\u89e3\uff1a<\/strong><\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\">\u63d0\u4f9b\u4e86\u4e00\u4e2a\u53ef\u4ee5\u96c6\u6210\u5230 PdM \u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7684\u6846\u67b6\uff0c\u7528\u4e8e\u9884\u6d4b\u7ed3\u6784\u5931\u6548\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\u5c55\u793a\u4e86 Abaqus \u5728\u5904\u7406\u9ad8\u7ea7\u65ad\u88c2\u6a21\u62df\u65b9\u9762\u7684\u591a\u529f\u80fd\u6027\u3002.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u53c2\u8003\uff1a<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u76f8\u573a\u65ad\u88c2\u65b9\u6cd5\u7684\u7b80\u5355\u800c\u7a33\u5065\u7684Abaqus\u5b9e\u73b0\u3002. <a href=\"https:\/\/arxiv.org\/abs\/2104.08132?utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">arXiv<\/a><\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>6.3 \u571f\u6728\u5de5\u7a0b\u7ed3\u6784\u6570\u5b57\u5b6a\u751f\u6846\u67b6<\/strong><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6982\u8ff0\uff1a<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u63d0\u51fa\u4e86\u4e00\u79cd\u5229\u7528\u5b9e\u65f6\u4f20\u611f\u5668\u6570\u636e\u548c\u6982\u7387\u5efa\u6a21\u7684\u6570\u5b57\u5b6a\u751f\u65b9\u6cd5\uff0c\u7528\u4e8e\u571f\u6728\u5de5\u7a0b\u7ed3\u6784\u7684\u5065\u5eb7\u76d1\u6d4b\u548c\u7ef4\u62a4\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u4e3b\u8981\u89c1\u89e3\uff1a<\/strong><\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\">\u5c55\u793a\u4e86\u57fa\u4e8e\u4eff\u771f\u7684\u6a21\u578b\u5728\u9884\u6d4b\u6027\u7ef4\u62a4\u4e2d\u7684\u5e94\u7528\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\u5f3a\u8c03\u4e86\u5c06\u5b9e\u65f6\u6570\u636e\u4e0e\u4eff\u771f\u6a21\u578b\u76f8\u7ed3\u5408\u5bf9\u4e8e\u6709\u6548\u9884\u6d4b\u6027\u7ef4\u62a4\u7684\u91cd\u8981\u6027\u3002.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u53c2\u8003\uff1a<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u571f\u6728\u5de5\u7a0b\u7ed3\u6784\u6570\u5b57\u5b6a\u751f\u6846\u67b6\u3002. <a href=\"https:\/\/arxiv.org\/abs\/2308.01445?utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">arXiv<\/a><\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3>6.4. \u5229\u7528SCADA\u6570\u636e\u8fdb\u884c\u98ce\u529b\u6da1\u8f6e\u673a\u9884\u6d4b\u6027\u7ef4\u62a4<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6982\u8ff0\uff1a<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u9488\u5bf9\u98ce\u529b\u6da1\u8f6e\u673a\u5f00\u53d1\u4e86\u4e00\u79cd\u53ef\u6269\u5c55\u7684 PdM \u6a21\u578b\uff0c\u901a\u8fc7\u5206\u6790 SCADA \u6570\u636e\u6765\u68c0\u6d4b\u7ec4\u4ef6\u6545\u969c\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u4e3b\u8981\u89c1\u89e3\uff1a<\/strong><\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\">\u5f3a\u8c03\u4e86\u6570\u636e\u5206\u6790\u5728\u9884\u6d4b\u6027\u7ef4\u62a4\u4e2d\u7684\u4f5c\u7528\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\u867d\u7136\u6ca1\u6709\u76f4\u63a5\u4f7f\u7528 Abaqus\uff0c\u4f46\u8be5\u7814\u7a76\u5f3a\u8c03\u4e86\u5c06\u4eff\u771f\u6570\u636e\u4e0e\u5b9e\u65f6\u76d1\u6d4b\u7cfb\u7edf\u76f8\u7ed3\u5408\u7684\u91cd\u8981\u6027\u3002.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u53c2\u8003\uff1a<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u57fa\u4e8eSCADA\u6570\u636e\u7684\u98ce\u529b\u6da1\u8f6e\u673a\u90e8\u4ef6\u6545\u969c\u68c0\u6d4b\u53ef\u6269\u5c55\u9884\u6d4b\u6027\u7ef4\u62a4\u6a21\u578b\u3002. <a href=\"https:\/\/arxiv.org\/abs\/1910.09808?utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">arXiv<\/a><\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>7. \u5bf9\u4e8e\u5de5\u7a0b\u5e08\u6765\u8bf4\uff0c\u6700\u597d\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\u8f6f\u4ef6\u5de5\u5177\u662f\u4ec0\u4e48\uff1f<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u9884\u6d4b\u6027\u7ef4\u62a4\u8f6f\u4ef6\u5de5\u5177\u53ef\u5e2e\u52a9\u5de5\u7a0b\u5e08\u76d1\u63a7\u3001\u5206\u6790\u548c\u9884\u6d4b\u8bbe\u5907\u6027\u80fd\uff0c\u4ece\u800c\u51cf\u5c11\u505c\u673a\u65f6\u95f4\u548c\u7ef4\u62a4\u6210\u672c\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u70ed\u95e8\u9009\u62e9\u5305\u62ec IBM Maximo\u3001\u897f\u95e8\u5b50 MindSphere\u3001SAP Predictive Maintenance \u548c\u8fbe\u7d22\u7cfb\u7edf SIMULIA \u5957\u4ef6\uff0c\u8be5\u5957\u4ef6\u53ef\u76f4\u63a5\u4e0e Abaqus \u96c6\u6210\uff0c\u7528\u4e8e\u4eff\u771f\u9a71\u52a8\u7684\u7ef4\u62a4\u7b56\u7565\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8fd9\u4e9b\u5de5\u5177\u7ed3\u5408\u4e86\u5b9e\u65f6\u4f20\u611f\u5668\u6570\u636e\u3001\u5386\u53f2\u7ef4\u62a4\u65e5\u5fd7\u548c\u6709\u9650\u5143\u6a21\u62df\uff0c\u4ece\u800c\u63d0\u4f9b\u53ef\u64cd\u4f5c\u7684\u6d1e\u5bdf\u3002\u8bf8\u5982\u81ea\u52a8\u751f\u6210\u8b66\u62a5\u3001\u5269\u4f59\u4f7f\u7528\u5bff\u547d (RUL) \u4f30\u7b97\u548c\u9884\u6d4b\u5206\u6790\u7b49\u529f\u80fd\uff0c\u4f7f\u5de5\u7a0b\u56e2\u961f\u80fd\u591f\u4f18\u5148\u5904\u7406\u5e72\u9884\u63aa\u65bd\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u5bf9\u4e8e\u9ad8\u7ea7\u7528\u6237\u800c\u8a00\uff0c\u5728 Abaqus \u4e2d\u4f7f\u7528 Python \u811a\u672c\u6216\u4e0e MATLAB \u7b49\u5e73\u53f0\u8fdb\u884c API \u96c6\u6210\u53ef\u4ee5\u6269\u5c55\u9884\u6d4b\u529f\u80fd\uff0c\u4ece\u800c\u5b9e\u73b0\u5b8c\u5168\u5b9a\u5236\u7684\u7ef4\u62a4\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>8. \u4e3a\u4ec0\u4e48\u9884\u6d4b\u6027\u7ef4\u62a4\u5bf9\u672a\u6765\u5236\u9020\u4e1a\u81f3\u5173\u91cd\u8981\uff1f<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8fd9\u4e9b <strong>\u9884\u6d4b\u6027\u7ef4\u62a4\u793a\u4f8b<\/strong> \u91cd\u70b9\u4ecb\u7ecd\u73b0\u4ee3\u5236\u9020\u7cfb\u7edf\u5982\u4f55\u5229\u7528\u4eba\u5de5\u667a\u80fd\u548c\u4eff\u771f\u6280\u672f\u6765\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u8ba1\u5212\u5916\u505c\u673a\u65f6\u95f4\u3001\u964d\u4f4e\u7ef4\u62a4\u6210\u672c\u5e76\u5ef6\u957f\u8bbe\u5907\u5bff\u547d\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u901a\u8fc7\u5728\u6545\u969c\u53d1\u751f\u524d\u8fdb\u884c\u9884\u6d4b\uff0c\u5236\u9020\u5546\u53ef\u4ee5\u6709\u6548\u5730\u5b89\u6392\u5e72\u9884\u63aa\u65bd\uff0c\u907f\u514d\u8ba1\u5212\u5916\u505c\u673a\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u672a\u6765\u7684\u5236\u9020\u4e1a\u9ad8\u5ea6\u4f9d\u8d56\u4e92\u8054\u7cfb\u7edf\u3001\u6570\u5b57\u5b6a\u751f\u548c\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5206\u6790\u3002\u5c06\u9884\u6d4b\u6027\u7ef4\u62a4\u96c6\u6210\u5230\u8ba1\u7b97\u673a\u8f85\u52a9\u5de5\u7a0b (CAE) \u5de5\u4f5c\u6d41\u7a0b\u4e2d\uff0c\u4f7f\u5de5\u7a0b\u5e08\u80fd\u591f\u6a21\u62df\u8bbe\u5907\u5728\u5404\u79cd\u8fd0\u884c\u6761\u4ef6\u4e0b\u7684\u8fd0\u884c\u60c5\u51b5\uff0c\u4ece\u800c\u786e\u4fdd\u6700\u4f73\u7684\u8bbe\u8ba1\u548c\u7ef4\u62a4\u8ba1\u5212\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u4ec5\u6709\u52a9\u4e8e\u63d0\u9ad8\u5de5\u4e1a\u751f\u4ea7\u529b\uff0c\u8fd8\u80fd\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u610f\u5916\u6545\u969c\u548c\u80fd\u6e90\u6d6a\u8d39\uff0c\u4ece\u800c\u63d0\u9ad8\u5b89\u5168\u6027\u548c\u53ef\u6301\u7eed\u6027\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>9. \u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u7ed3\u6784\u5065\u5eb7\u76d1\u6d4b\u548c\u591a\u7269\u7406\u573a\u5efa\u6a21<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u7ed3\u6784\u5065\u5eb7\u76d1\u6d4b\uff08SHM\uff09\u7ed3\u5408\u591a\u7269\u7406\u573a\u5efa\u6a21\uff0c\u4f7f\u5de5\u7a0b\u5e08\u80fd\u591f\u51c6\u786e\u9884\u6d4b\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u6545\u969c\u3002\u5229\u7528Abaqus\u8f6f\u4ef6\uff0c\u5de5\u7a0b\u5e08\u53ef\u4ee5\u6a21\u62df\u70ed\u529b\u5b66\u3001\u529b\u5b66\u548c\u8026\u5408\u73b0\u8c61\uff0c\u540c\u65f6\u96c6\u6210\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u4ee5\u5b9e\u65f6\u68c0\u6d4b\u5f02\u5e38\u60c5\u51b5\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u4f8b\u5982\uff0c\u822a\u7a7a\u822a\u5929\u90e8\u4ef6\u6216\u5de5\u4e1a\u673a\u68b0\u7684\u6570\u5b57\u5b6a\u751f\u4f53\u53ef\u4ee5\u5229\u7528\u4f20\u611f\u5668\u6570\u636e\u3001\u673a\u5668\u5b66\u4e60\u548c\u6709\u9650\u5143\u5206\u6790\u6a21\u62df\u4e0d\u65ad\u66f4\u65b0\u5176\u7ed3\u6784\u72b6\u6001\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8fd9\u79cd\u96c6\u6210\u4f7f\u5f97\u9884\u6d4b\u6027\u7ef4\u62a4\u7b56\u7565\u80fd\u591f\u5e94\u7528\u4e8e\u5148\u8fdb\u6750\u6599\u6216\u5404\u5411\u5f02\u6027\u90e8\u4ef6\uff0c\u4ece\u800c\u51cf\u5c11\u6210\u672c\u9ad8\u6602\u7684\u68c0\u67e5\u5468\u671f\u5e76\u5ef6\u957f\u90e8\u4ef6\u5bff\u547d\u3002\u591a\u7269\u7406\u573a\u5efa\u6a21\u786e\u4fdd\u73af\u5883\u548c\u8fd0\u884c\u56e0\u7d20\u5728\u7ef4\u62a4\u9884\u6d4b\u4e2d\u5f97\u5230\u5145\u5206\u4f53\u73b0\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: center;\"><iframe title=\"YouTube \u89c6\u9891\u64ad\u653e\u5668\" src=\"https:\/\/www.youtube.com\/embed\/c9fEnbNgn-E?si=1aHwvWVH8NRuy42H\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6807\u9898\uff1a<\/strong> <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.youtube.com\/watch?v=c9fEnbNgn-E&amp;utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">\u4eba\u5de5\u667a\u80fd\u5728\u9884\u6d4b\u6027\u7ef4\u62a4\u4e2d\u7684\u5e94\u7528\u6848\u4f8b\u7814\u7a76<\/a><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6807\u9898\uff1a<\/strong> \u672c\u89c6\u9891\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u5728\u9884\u6d4b\u6027\u7ef4\u62a4\u4e2d\u5e94\u7528\u7684\u5168\u9762\u6848\u4f8b\u7814\u7a76\uff0c\u5c55\u793a\u4e86\u771f\u5b9e\u6848\u4f8b\u548c\u7ed3\u679c\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>10. \u4e13\u5bb6\u5efa\u8bae\uff1a\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\u7b56\u7565<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u9009\u62e9\u5408\u9002\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\u7b56\u7565\u9700\u8981\u4e86\u89e3\u60a8\u7684\u7cfb\u7edf\u3001\u6570\u636e\u53ef\u7528\u6027\u548c\u9884\u671f\u7ed3\u679c\u3002\u5de5\u7a0b\u5e08\u5e94\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20\uff1a<\/span><\/p>\n<ol style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\"><strong>\u6570\u636e\u51c6\u5907\u60c5\u51b5\uff1a<\/strong> \u786e\u4fdd\u4f20\u611f\u5668\u548c\u5386\u53f2\u7ef4\u62a4\u6570\u636e\u51c6\u786e\u5b8c\u6574\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6a21\u62df\u4fdd\u771f\u5ea6\uff1a<\/strong> \u4f7f\u7528\u6709\u9650\u5143\u6a21\u578b\uff08Abaqus\uff09\u6a21\u62df\u771f\u5b9e\u4e16\u754c\u7684\u8fd0\u884c\u6761\u4ef6\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u7b97\u6cd5\u9002\u7528\u6027\uff1a<\/strong> \u5c06\u673a\u5668\u5b66\u4e60\u6216\u7edf\u8ba1\u65b9\u6cd5\u4e0e\u60a8\u7684\u6545\u969c\u6a21\u5f0f\u76f8\u5339\u914d\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u53ef\u6269\u5c55\u6027\uff1a<\/strong> \u9009\u62e9\u80fd\u591f\u8de8\u591a\u53f0\u673a\u5668\u548c\u751f\u4ea7\u7ebf\u96c6\u6210\u7684\u89e3\u51b3\u65b9\u6848\u3002.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6210\u672c\u6548\u76ca\u5206\u6790\uff1a<\/strong> \u6743\u8861\u9884\u6d4b\u6027\u7ef4\u62a4\u8f6f\u4ef6\u6210\u672c\u4e0e\u9884\u671f\u505c\u673a\u65f6\u95f4\u8282\u7701\u3002.<\/span><\/li>\n<\/ol>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u901a\u8fc7\u5c06 CAE \u4eff\u771f\u4e0e\u5206\u6790\u5e73\u53f0\u76f8\u7ed3\u5408\uff0c\u5de5\u7a0b\u5e08\u53ef\u4ee5\u5b9e\u65bd\u4e00\u79cd\u6df7\u5408\u7b56\u7565\uff0c\u8be5\u7b56\u7565\u5229\u7528\u57fa\u4e8e\u7269\u7406\u7684\u6a21\u578b\u548c\u6570\u636e\u9a71\u52a8\u7684\u89c1\u89e3\uff0c\u4ece\u800c\u505a\u51fa\u6700\u4f73\u7684\u7ef4\u62a4\u51b3\u7b56\u3002.<\/span><\/p>\n<ul>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6807\u9898\uff1a<\/strong> <a href=\"https:\/\/www.youtube.com\/watch?v=c9fEnbNgn-E&amp;utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">\u5229\u7528\u673a\u5668\u5b66\u4e60\u8fdb\u884c\u9884\u6d4b\u6027\u7ef4\u62a4\u548c\u76d1\u63a7\uff1a\u6f14\u793a\u548c\u6848\u4f8b\u7814\u7a76<\/a><\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6807\u9898\uff1a<\/strong> \u672c\u6b21\u6f14\u793a\u548c\u6848\u4f8b\u7814\u7a76\u7a81\u51fa\u4e86\u673a\u5668\u5b66\u4e60\u5728\u9884\u6d4b\u6027\u7ef4\u62a4\u4e2d\u7684\u5b9e\u9645\u5e94\u7528\uff0c\u4e3a\u5de5\u7a0b\u5e08\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u7ecf\u9a8c\u6559\u8bad\u3002.<\/span><\/li>\n<\/ul>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><span style=\"font-size: 14pt;\"><strong>\u7b2c\u4e94\u90e8\u5206\uff1a\u4e86\u89e3\u66f4\u591a\u4fe1\u606f\u5e76\u91c7\u53d6\u884c\u52a8<\/strong><\/span><\/p>\n<h2><span style=\"color: #ff6600;\"><strong>11. \u4ece CAE Assistant \u4e0b\u8f7d\u9884\u6d4b\u6027\u7ef4\u62a4 PDF \u548c\u6559\u7a0b<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u60f3\u4e86\u89e3\u66f4\u591a <strong>\u9884\u6d4b\u6027\u7ef4\u62a4\u793a\u4f8b<\/strong> \u60a8\u662f\u5426\u4f7f\u7528\u8fc7 Abaqus \u548c FEA\uff1f\u901a\u8fc7\u6211\u4eec\u63d0\u4f9b\u7684\u8be6\u7ec6 PDF \u548c\u6559\u7a0b\uff0c\u63d0\u5347\u60a8\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\u77e5\u8bc6\u3002 <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"http:\/\/caeassistant.com\" target=\"_blank\" rel=\"noopener\">CAE \u52a9\u624b<\/a><\/span><\/span><span style=\"font-size: 14pt;\">. \u8fd9\u4e9b\u8d44\u6e90\u6db5\u76d6\u4e86\u4eff\u771f\u9a71\u52a8\u7684\u7ef4\u62a4\u3001\u6709\u9650\u5143\u6a21\u578b\u96c6\u6210\u4ee5\u53ca Abaqus \u4e2d\u7684\u5b9e\u7528\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"> \u65e0\u8bba\u60a8\u662f\u5b66\u751f\u8fd8\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684\u5de5\u7a0b\u5e08\uff0c\u8fd9\u4e9b\u6750\u6599\u90fd\u63d0\u4f9b\u4e86\u9010\u6b65\u6307\u5bfc\u3001\u6848\u4f8b\u7814\u7a76\u548c\u81ea\u52a8\u5316\u6280\u672f\uff0c\u4ee5\u6709\u6548\u5730\u5b9e\u65bd\u9884\u6d4b\u6027\u7ef4\u62a4\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8bbf\u95ee\u8fd9\u4e9b PDF \u6587\u4ef6\uff0c\u60a8\u53ef\u4ee5\u6784\u5efa\u53ef\u91cd\u7528\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6539\u8fdb RUL \u4f30\u7b97\uff0c\u5e76\u5b66\u4e60\u53ef\u7acb\u5373\u5e94\u7528\u4e8e CAE \u9879\u76ee\u7684\u884c\u4e1a\u9a8c\u8bc1\u7b56\u7565\u3002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\u6807\u9898\uff1a<\/strong> <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.youtube.com\/watch?v=c9fEnbNgn-E&amp;utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">\u4eba\u5de5\u667a\u80fd\u5728\u9884\u6d4b\u6027\u7ef4\u62a4\u4e2d\u7684\u5e94\u7528\u6848\u4f8b\u7814\u7a76<\/a><\/span><\/span><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u63cf\u8ff0\uff1a<\/strong> \u901a\u8fc7\u672c\u6848\u4f8b\u7814\u7a76\uff0c\u6df1\u5165\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u5728\u9884\u6d4b\u6027\u7ef4\u62a4\u4e2d\u7684\u5e94\u7528\uff0c\u4ece\u800c\u63d0\u5347\u60a8\u7684\u5b66\u4e60\u4f53\u9a8c\u3002.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>12. \u5728 CAEAssistant.com \u4e0a\u63a2\u7d22\u66f4\u591a Abaqus \u548c FEA \u6559\u7a0b<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8bbf\u95ee CAEAssistant.com\uff0c\u63a2\u7d22\u66f4\u591a Abaqus \u548c FEA \u6559\u7a0b\uff0c\u62d3\u5c55\u60a8\u7684\u6280\u80fd\u3002\u5b66\u4e60\u9ad8\u7ea7\u65ad\u88c2\u6a21\u62df\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u3001\u6570\u5b57\u5b6a\u751f\u521b\u5efa\u4ee5\u53ca\u673a\u5668\u5b66\u4e60\u96c6\u6210\u9884\u6d4b\u6027\u7ef4\u62a4\u6280\u672f\u3002. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u8fd9\u4e9b\u6559\u7a0b\u63d0\u4f9b\u53ef\u64cd\u4f5c\u7684\u89c1\u89e3\u3001\u5b9e\u7528\u793a\u4f8b\u548c\u53ef\u4e0b\u8f7d\u7684\u6a21\u677f\uff0c\u4ee5\u52a0\u901f\u5b66\u4e60\u548c\u9879\u76ee\u6267\u884c\uff0c\u4f7f\u60a8\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\u8ba1\u5212\u66f4\u52a0\u7cbe\u786e\u548c\u9ad8\u6548\u3002.<\/span><\/p>\n<h1 style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u53c2\u8003<\/span><\/h1>\n<ul>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Abaqus \u6587\u6863\uff0c\u8fbe\u7d22\u7cfb\u7edf\u3002 https:\/\/help.3ds.com\/<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">SIMULIA \u77e5\u8bc6\u5e93\uff0c\u8fbe\u7d22\u7cfb\u7edf\u3002 https:\/\/help.3ds.com\/<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">CAE\u52a9\u624b\u6559\u7a0b\u3002https:\/\/caeassistant.com\/<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">IBM Maximo \u9884\u6d4b\u6027\u7ef4\u62a4\u3002https:\/\/www.ibm.com\/products\/maximo<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">MATLAB \u9884\u6d4b\u6027\u7ef4\u62a4\u5de5\u5177\u7bb1\u3002https:\/\/www.mathworks.com\/products\/predictive-maintenance.html<\/span><\/li>\n<\/ul>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"Predictive maintenance (PdM) is a proactive strategy that uses measured data and simulation models to anticipate equipment failures before they occur. Instead of waiting for a breakdown or performing maintenance on a fixed schedule, PdM monitors the condition of assets in real time and uses analytics to determine when intervention is needed. In this article, [...]","protected":false},"author":250,"featured_media":41881,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[67],"tags":[],"class_list":["post-41733","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/dev.caeassistant.com\/zh\/wp-json\/wp\/v2\/posts\/41733","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.caeassistant.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev.caeassistant.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev.caeassistant.com\/zh\/wp-json\/wp\/v2\/users\/250"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.caeassistant.com\/zh\/wp-json\/wp\/v2\/comments?post=41733"}],"version-history":[{"count":0,"href":"https:\/\/dev.caeassistant.com\/zh\/wp-json\/wp\/v2\/posts\/41733\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dev.caeassistant.com\/zh\/wp-json\/wp\/v2\/media\/41881"}],"wp:attachment":[{"href":"https:\/\/dev.caeassistant.com\/zh\/wp-json\/wp\/v2\/media?parent=41733"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev.caeassistant.com\/zh\/wp-json\/wp\/v2\/categories?post=41733"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev.caeassistant.com\/zh\/wp-json\/wp\/v2\/tags?post=41733"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}