{"id":508,"date":"2025-01-26T13:09:24","date_gmt":"2025-01-26T05:09:24","guid":{"rendered":"https:\/\/www.translab.top\/?p=508"},"modified":"2026-04-20T16:16:16","modified_gmt":"2026-04-20T08:16:16","slug":"%f0%9f%8e%89trans%e8%af%be%e9%a2%98%e7%bb%845%e7%af%87%e8%ae%ba%e6%96%87%e8%a2%ab%e5%9b%bd%e9%99%85%e9%a1%b6%e5%b0%96%e8%a1%8c%e4%b8%9a%e4%bc%9a%e8%ae%aesae-wcx2025%e5%bd%95%e7%94%a8%e5%8f%91%e8%a1%a8","status":"publish","type":"post","link":"https:\/\/www.translab.top\/index.php\/2025\/01\/26\/%f0%9f%8e%89trans%e8%af%be%e9%a2%98%e7%bb%845%e7%af%87%e8%ae%ba%e6%96%87%e8%a2%ab%e5%9b%bd%e9%99%85%e9%a1%b6%e5%b0%96%e8%a1%8c%e4%b8%9a%e4%bc%9a%e8%ae%aesae-wcx2025%e5%bd%95%e7%94%a8%e5%8f%91%e8%a1%a8\/","title":{"rendered":"\u300cEP14\u00b7\u8bba\u6587\u6210\u679c\u64b7\u82f1\u300d\u2014\u2014 TRANS\u8bfe\u9898\u7ec45\u7bc7\u8bba\u6587\u88ab\u56fd\u9645\u9876\u5c16\u884c\u4e1a\u4f1a\u8baeSAE WCX2025\u5f55\u7528\u53d1\u8868\uff01\ud83c\udf89"},"content":{"rendered":"\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"685\" height=\"163\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image-1.gif\" alt=\"\" class=\"wp-image-509\"\/><\/figure>\n\n\n\n<p><strong>\u8fd1\u65e5\uff0cSAE WCX2025\u516c\u5e03\u4e862025\u5e74\u8bba\u6587\u7684\u5f55\u7528\u7ed3\u679c\uff0cTRANS\u8bfe\u9898\u7ec4\u591a\u540d\u6210\u5458\uff0c\u5305\u62ec\u79d1\u7814\u52a9\u7406\u3001\u672c\u79d1\u751f\u3001\u7814\u7a76\u751f\u3001\u535a\u58eb\u751f\u540c\u5b66\u6295\u7a3f\u7684\u6587\u7ae0\u987a\u5229\u5165\u9009\u3002<\/strong><\/p>\n\n\n\n<p>WCX2025\uff08The WCX\u2122 2025 World Congress Experience\uff09\u662f\u7531\u7f8e\u56fd\u6c7d\u8f66\u5de5\u7a0b\u5b66\u4f1a\uff08SAE\uff0c Society of Automotive Engineers\uff09\u4e3b\u529e\u7684\u5168\u7403\u6c7d\u8f66\u79d1\u6280\u4f1a\u8bae\u66a8\u5c55\u4f1a\u3002SAE\u662f\u7f8e\u56fd\u53ca\u4e16\u754c\u6c7d\u8f66\u5de5\u4e1a\uff08\u5305\u62ec\u822a\u7a7a\u548c\u6d77\u6d0b\uff09\u9886\u57df\u4e2d\u6709\u91cd\u8981\u5f71\u54cd\u7684\u5b66\u672f\u56e2\u4f53\uff0c\u4e5f\u662f\u4e16\u754c\u4e0a\u6c7d\u8f66\u3001\u6d77\u6d0b\u548c\u822a\u7a7a\/\u822a\u5929\u8fd0\u8f93\u673a\u68b0\u6280\u672f\u4fe1\u606f\u7684\u91cd\u8981\u8d44\u6e90\u4e4b\u4e00\u3002SAE WCX2025\u662f\u8ba8\u8bba\u5168\u7403\u6c7d\u8f66\u751f\u6001\u7cfb\u7edf\u4e2d\u6d88\u8d39\u8005\u6307\u6807\u3001\u76d1\u7ba1\u6807\u51c6\u548c\u6280\u672f\u8fdb\u6b65\u7684\u6700\u65b0\u89c1\u89e3\u7684\u4f18\u79c0\u4f1a\u8bae\uff0c\u5176\u5c06\u4e8e2025\u5e744\u67088\u65e5-2025\u5e744\u670810\u65e5\u5728\u7f8e\u56fd\u5bc6\u6b47\u6839\u5dde\u7684\u5e95\u7279\u5f8b\u5e02\u4e3e\u884c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u2728\u8bba\u6587\u4ecb\u7ecd<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">01 Decoding User Experience: A Study of Public EV Charging Stations Based on Amap Comments<\/h4>\n\n\n\n<p>\u8bba\u6587\u7b80\u4ecb\uff1a\u5e7f\u5dde\u662f\u7535\u52a8\u6c7d\u8f66\u666e\u53ca\u7387\u8d85\u8fc750%\u7684\u4e2d\u56fd\u4e3b\u8981\u5927\u90fd\u5e02\uff0c\u8be5\u57ce\u5e02\u4e3a\u8bc4\u4f30\u4e0d\u65ad\u6269\u5927\u7684\u7535\u52a8\u6c7d\u8f66\u57fa\u7840\u8bbe\u65bd\u4e0e\u7528\u6237\u9700\u6c42\u4e4b\u95f4\u7684\u4e00\u81f4\u6027\u63d0\u4f9b\u4e86\u7406\u60f3\u7684\u73af\u5883\u3002\u672c\u7814\u7a76\u4f7f\u7528\u6765\u81ea\u9ad8\u5fb7\u5730\u56fe\u7684\u8d852000\u6761\u7528\u6237\u8bc4\u8bba\u7684\u6570\u636e\u96c6\uff0c\u8003\u5bdf\u4e86\u5e7f\u5dde\u5e02\u7535\u52a8\u6c7d\u8f66\u7528\u6237\u5bf9\u516c\u5171\u5145\u7535\u7ad9\u7684\u6ee1\u610f\u5ea6\u3002\u8be5\u5de5\u4f5c\u9996\u5148\u4f7f\u7528Jieba\u7ec6\u5206\u5e93\u5904\u7406\u8bc4\u8bba\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177SnowNLP\u8fdb\u884c\u60c5\u7eea\u5206\u6790\uff0c\u6309\u60c5\u7eea\uff08419\u6761\u597d\u8bc4\u3001156\u6761\u4e2d\u7acb\u8bc4\u8bba\u548c1690\u6761\u6d88\u6781\u8bc4\u8bba\uff09\u5bf9\u8bc4\u8bba\u8fdb\u884c\u5206\u7c7b\u3002\u7136\u540e\u5e94\u7528\u672f\u8bed\u9891\u7387-\u9006\u6587\u6863\u9891\u7387\uff08TFIDF\uff09\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\uff0c\u5e76\u4f7f\u7528Elbow\u65b9\u6cd5\u786e\u5b9aK-means\u805a\u7c7b\u7684\u6700\u4f73\u805a\u7c7b\u6570\u3002\u8c03\u67e5\u7ed3\u679c\u663e\u793a\uff0c\u7528\u6237\u5bf9\u5145\u7535\u7ad9\u7684\u53ef\u7528\u6027\u975e\u5e38\u4e0d\u6ee1\uff0c65.1% 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47.97%\u7684\u6b63\u9762\u8bc4\u8bba\u79f0\u8d5e\u5feb\u901f\u5145\u7535\u6280\u672f\u7684\u4ef7\u683c\u5b9e\u60e0\u548c\u65b9\u4fbf\u3002\u670d\u52a1\u5b9a\u4ef7\u7684\u53ef\u53d8\u6027\u4e5f\u4f1a\u5bfc\u81f4\u4e0d\u6ee1\uff0c\u8f83\u9ad8\u7684\u670d\u52a1\u4ef7\u683c\u6bd4\u7387\u4e0e\u8d1f\u9762\u53cd\u9988\u5bc6\u5207\u76f8\u5173\u3002\u8fd9\u4e9b\u53d1\u73b0\u4e3a\u653f\u7b56\u5236\u5b9a\u8005\u548c\u5145\u7535\u7ad9\u8fd0\u8425\u5546\u63d0\u4f9b\u4e86\u53ef\u64cd\u4f5c\u7684\u89c1\u89e3\uff0c\u4ee5\u4f18\u5316\u7535\u52a8\u6c7d\u8f66\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"485\" height=\"804\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image-4.gif\" alt=\"\" class=\"wp-image-515\"\/><\/figure>\n\n\n\n<p>\u8bba\u6587\u4f5c\u8005\uff1a\u8be5\u8bba\u6587\u7b2c\u4e00\u4f5c\u8005\u662fTRANS\u8bfe\u9898\u7ec4\u79d1\u7814\u52a9\u7406\u90ed\u6d77\u67ab\uff0c\u901a\u8baf\u4f5c\u8005\u662f\u6b27\u58eb\u742a\u6559\u6388\uff0c\u5176\u4ed6\u4f5c\u8005\u5305\u62ec2024\u7ea7\u535a\u58eb\u7814\u7a76\u751f\u666f\u6d69\uff0c\u9f50\u660a\uff0c\u548c\u77f3\u5170\u99a8\u540c\u5b66\u3002<strong><br><\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">02 Assessing the Energy Impact of Intelligent Driving Technologies on Electric Vehicle: A Comprehensive Review<\/h4>\n\n\n\n<p>\u8bba\u6587\u7b80\u4ecb\uff1a\u4e3a\u8bc4\u4f30\u667a\u80fd\u6280\u672f\u5bf9\u7535\u52a8\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\uff08AEV\uff09\u7684\u5f71\u54cd\uff0c\u672c\u7814\u7a76\u4ece\u6b63\u53cd\u4e24\u4e2a\u89d2\u5ea6\u7efc\u5408\u5206\u6790\u667a\u80fd\u7f51\u8054\u6280\u672f\u5bf9AEV\u80fd\u8017\u7684\u5f71\u54cd\u3002\u5728\u8003\u5bdf\u4e8659\u9879\u76f8\u5173\u6587\u732e\u8457\u4f5c\u540e\uff0c\u672c\u5de5\u4f5c\u603b\u7ed3\u53d1\u73b0\u8f66\u8f86\u5bf9\u57fa\u7840\u8bbe\u65bd\uff08V2I\uff09\u548c\u8f66\u8f86\u5bf9\u8f66\u8f86\uff08V2V\uff09\u5408\u4f5c\u7814\u53d1\u5c06\u5b9e\u73b0AEV\u8282\u80fd\u7684\u4e3b\u8981\u7a81\u7834\uff0c\u800c\u4e0e\u667a\u80fd\u7b97\u6cd5\u76f8\u5173\u7684\u590d\u6742\u8bbe\u5907\u548c\u5bc6\u96c6\u8ba1\u7b97\u4efb\u52a1\u5e26\u6765AEV\u7684\u80fd\u6e90\u6d88\u8017\u5c06\u662f\u4e3b\u8981\u7684\u8282\u80fd\u6311\u6218\u3002\u6b64\u5916\uff0c\u672c\u7814\u7a76\u91cf\u5316\u4e86\u4e0d\u540c\u667a\u80fd\u9a7e\u9a76\u6280\u672f\u5bf9AEV\u7684\u80fd\u8017\u5f71\u54cd\uff1a\u667a\u80fd\u9a7e\u9a76\u4e2d\u7684\u8ba1\u7b97\u80fd\u6e90\u6d88\u8017\u5c06\u5927\u5e45\u8d1f\u9762\u5f71\u54cdAEV\u8282\u80fd\uff0c\u53ef\u80fd\u4f7f\u5176\u76f8\u5bf9\u4f20\u7edf\u7535\u52a8\u6c7d\u8f66\u591a\u6d88\u8017\u8fbe41%\u7684\u80fd\u91cf\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u8ddf\u8f66\u548c\u53d8\u9053\u7b49\u6280\u672f\u7b56\u7565\u53ef\u4ee5\u51cf\u5c11\u9ad8\u8fbe37%\u7684\u80fd\u6e90\u6d88\u8017\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"686\" height=\"307\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image.jpg\" alt=\"\" class=\"wp-image-510\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image.jpg 686w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image-300x134.jpg 300w\" sizes=\"auto, (max-width: 686px) 100vw, 686px\" \/><\/figure>\n\n\n\n<p>\u8bba\u6587\u4f5c\u8005\uff1a\u8be5\u8bba\u6587\u7b2c\u4e00\u4f5c\u8005\u662fTRANS\u8bfe\u9898\u7ec42024\u7ea7\u7855\u58eb\u7814\u7a76\u751f\u5218\u5929\u4e00\uff0c\u901a\u8baf\u4f5c\u8005\u662f\u6b27\u58eb\u742a\u6559\u6388\uff0c\u5176\u4ed6\u4f5c\u8005\u5305\u62ec2024\u7ea7\u535a\u58eb\u7814\u7a76\u751f\u9f50\u660a\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">03 Projected Perceived Cost of Ownership for Commercial Vehicle Powertrains in China by 2040<\/h4>\n\n\n\n<p>\u8bba\u6587\u7b80\u4ecb\uff1a\u4e2d\u56fd\u66ff\u4ee3\u80fd\u6e90\u548c\u8282\u80fd\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\u51f8\u663e\u4e86\u5bf9\u5546\u7528\u8f66\u7684\u603b\u611f\u77e5\u62e5\u6709\u6210\u672c\uff08PCO\uff09\u8fdb\u884c\u5168\u9762\u5206\u6790\u7684\u91cd\u8981\u6027\u3002\u672c\u7814\u7a76\u5f00\u53d1\u4e86\u4e00\u4e2a\u6db5\u76d6\u5e7f\u6cdb\u7684\u4fe1\u606f\u6570\u636e\u5e93\u548c\u4e00\u4e2a\u57fa\u4e8e\u4e92\u8054\u7f51\u4e3a\u57fa\u7840\u7684\u5728\u7ebf\u6a21\u62df\u5de5\u5177\uff0c\u4ee5\u8bc4\u4f30\u5546\u7528\u8f66\u57282020-2040\u5e74\u671f\u95f4\u7684PCO\u3002\u8be5\u5de5\u5177\u5141\u8bb8\u7528\u6237\u5b9a\u5236\u8f93\u5165\uff0c\u5e76\u5728\u591a\u79cd\u6280\u672f\u53d1\u5c55\u573a\u666f\u4e2d\u751f\u6210PCO\u4f30\u8ba1\uff0c\u5305\u62ec\u5728\u4e0d\u540c\u6280\u672f\u53d1\u5c55\u8def\u5f84\u4e2d\u6309\u7c7b\u522b\u3001\u9884\u671f\u7528\u9014\u548c\u52a8\u529b\u603b\u6210\u6280\u672f\u5206\u7c7b\u7684\u8fd1200\u79cd\u8f66\u8f86\u7c7b\u578b\u3002\u8be5\u5728\u7ebf\u5de5\u5177\u6574\u5408\u4e86\u591a\u79cd\u5173\u952e\u6210\u672c\u56e0\u7d20\uff0c\u5305\u62ec\u8f66\u8f86\u8d2d\u4e70\u6210\u672c\u3001\u878d\u8d44\u6210\u672c\u3001\u80fd\u6e90\u652f\u51fa\u548c\u4e0d\u4fbf\u6210\u672c\uff0c\u5bf9\u957f\u671f\u62e5\u6709\u6210\u672c\u8fdb\u884c\u4e86\u8be6\u7ec6\u8bc4\u4f30\u3002\u8be5\u5de5\u4f5c\u53d1\u73b0\u8868\u660e\uff0c\u5728\u53c2\u8003\u60c5\u666f\u4e0b\uff0c\u52302040\u5e74\uff0c\u7535\u6c60\u7535\u52a8\u516c\u4ea4\u8f66\u9884\u8ba1\u5c06\u5927\u5e45\u964d\u4f4e30-40%\u7684\u6210\u672c\u3002\u540c\u6837\uff0c\u71c3\u6599\u7535\u6c60\u7535\u52a8\u5361\u8f66\u9884\u8ba1\u5c06\u964d\u4f4e35%-45%\u7684\u6210\u672c\uff0c\u53ef\u80fd\u8d85\u8fc7\u7535\u6c60\u7535\u52a8\u5361\u8f66\u7684\u9884\u671f\u6210\u672c\u524a\u51cf\u3002\u76f8\u53cd\uff0c\u7531\u538b\u7f29\u5929\u7136\u6c14\/\u6db2\u5316\u77f3\u6cb9\u6c14\uff08CNG\/LPG\uff09\u6216\u538b\u71c3\u5f0f\uff08CI\uff09\u6280\u672f\u9a71\u52a8\u7684\u4f20\u7edf\u8f66\u8f86\u4e0d\u592a\u53ef\u80fd\u5728\u540c\u4e00\u65f6\u671f\u5b9e\u73b0\u53ef\u89c2\u7684TCO\u8282\u7ea6\u3002\u5728\u5404\u7c7b\u8f66\u8f86\u4e2d\uff0c\u9884\u8ba1\u5e02\u5185\u516c\u4ea4\u8f66\uff08M3\u7ea7\uff09\u7684PCO\u964d\u4f4e\u6700\u4e3a\u663e\u8457\uff0c\u53ef\u80fd\u8d85\u8fc750%\uff0c\u800c\u5c0f\u578b\u516c\u4ea4\u8f66\u5219\u59cb\u7ec8\u4fdd\u6301\u6700\u4f4e\u7684PCO\u3002\u5728\u66f4\u60b2\u89c2\u7684\u60c5\u51b5\u4e0b\uff0c\u67d0\u4e9b\u8f66\u8f86\u7c7b\u578b\uff08\u5982CI\u516c\u4ea4\u8f66\uff09\u7684\u6210\u672c\u964d\u4f4e\u8981\u4e48\u6709\u9650\uff0c\u8981\u4e48\u7565\u6709\u589e\u52a0\u3002\u8fd9\u4e2a\u57fa\u4e8e\u7f51\u7ad9\u7684\u5728\u7ebf\u5e73\u53f0\u65e8\u5728\u4e3a\u8f66\u961f\u8fd0\u8425\u5546\u3001\u653f\u7b56\u5236\u5b9a\u8005\u548c\u5236\u9020\u5546\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u89c1\u89e3\u548c\u6307\u5bfc\uff0c\u652f\u6301\u5728\u4e2d\u56fd\u5f00\u53d1\u548c\u91c7\u7528\u53ef\u6301\u7eed\u5546\u7528\u8f66\u6280\u672f\u7684\u660e\u667a\u51b3\u7b56\u548c\u6218\u7565\u89c4\u5212\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"527\" height=\"373\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image-8.jpeg\" alt=\"\" class=\"wp-image-511\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image-8.jpeg 527w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image-8-300x212.jpeg 300w\" sizes=\"auto, (max-width: 527px) 100vw, 527px\" \/><\/figure>\n\n\n\n<p>\u5176\u4e2d\uff0cPCO Model\u5df2\u4e8e2024\u5e7412\u6708\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u7f51\u7ad9\u754c\u9762\u652f\u6301\u4e2d\u82f1\u6587\u53cc\u8bed\u5207\u6362\u3002<\/p>\n\n\n\n<p>\u7f51\u7ad9\u5728\u7ebf\u94fe\u63a5\uff1ahttps:\/\/tco.translab.top\/<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"615\" height=\"307\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image-2.gif\" alt=\"\" class=\"wp-image-513\"\/><\/figure>\n\n\n\n<p>\u8bba\u6587\u4f5c\u8005\uff1a\u8be5\u8bba\u6587\u7684\u7b2c\u4e00\u4f5c\u8005\u662fTRANS\u8bfe\u9898\u7ec42021\u7ea7\u672c\u79d1\u751f\u8c2d\u6653\u7490\uff0c\u901a\u8baf\u4f5c\u8005\u662f\u6b27\u58eb\u742a\u6559\u6388\uff0c\u5176\u4ed6\u4f5c\u8005\u5305\u62ec2021\u7ea7\u672c\u79d1\u751f\u5434\u4e66\u9e3f\uff0c2025\u7ea7\u7855\u58eb\u7814\u7a76\u751f\u9648\u6c38\u5065\uff0c\u6797\u9547\u5b8f\u6559\u6388\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">04 Optimizing Battery Charging Strategies through Q-Learning and Electric Vehicle Powertrain System Modeling<\/h4>\n\n\n\n<p>\u8bba\u6587\u7b80\u4ecb\uff1a\u9009\u62e9\u6700\u4f73\u5145\u7535\u7b56\u7565\uff08\u6839\u636e\u9a7e\u9a76\u5458\u7684\u884c\u9a76\u884c\u4e3a\u6307\u5b9a\u5145\u7535\u65b9\u5f0f\u3001\u65f6\u95f4\u548c\u65f6\u957f\uff09\u53ef\u4ee5\u663e\u8457\u7f13\u89e3\u7535\u6c60\u9000\u5316\u5e76\u5ef6\u957f\u7535\u6c60\u5bff\u547d\u3002\u672c\u7814\u7a76\u4ecb\u7ecd\u4e86\u4e00\u79cd\u7535\u52a8\u6c7d\u8f66\u7684\u52a8\u529b\u603b\u6210\u7cfb\u7edf\u80fd\u91cf\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u65e8\u5728\u63d0\u9ad8\u5b9e\u9645\u9a7e\u9a76\u6761\u4ef6\u4e0b\u7535\u6c60\u72b6\u6001\u7684\u9884\u6d4b\u51c6\u786e\u6027\u3002\u901a\u8fc7\u4e0eQ-learning\u65b9\u6cd5\u76f8\u7ed3\u5408\uff0c\u672c\u7814\u7a76\u63d0\u4f9b\u4e86\u6709\u5173\u5145\u7535\u884c\u4e3a\u7684\u5b9a\u5236\u5efa\u8bae\uff0c\u5305\u62ec\u5145\u7535\u5668\u7c7b\u578b\u3001\u542f\u52a8\u65f6\u95f4\u548c\u5145\u7535\u6301\u7eed\u65f6\u95f4\u3002\u672c\u7814\u7a76\u521b\u65b0\u6027\u5730\u8003\u8651\u4e86\u7535\u6c60\u5bb9\u91cf\u65e0\u6cd5\u6ee1\u8db3\u65e5\u5e38\u884c\u9a76\u91cc\u7a0b\u6240\u9020\u6210\u7684\u79df\u8d41\u6210\u672c\u3002\u672c\u7814\u7a76\u6a21\u62df\u4e86\u65b0\u82f1\u683c\u5170\u666e\u901a\u9a7e\u9a76\u5458\u7684\u5178\u578b\u4e09\u5e74\u4f7f\u7528\u573a\u666f\uff0c\u7ed3\u679c\u8868\u660e\u4e0e\u4ec5\u4f7f\u7528L2\u5145\u7535\u3001\u76f4\u6d41\u5feb\u5145\uff08DC\uff09\u6216\u6781\u901f\u5feb\u5145(xFC)\u7684\u7b56\u7565\u76f8\u6bd4\uff0c\u672c\u7814\u7a76\u63d0\u51fa\u7684\u5145\u7535\u7b56\u7565\u4f7f\u5f97\u7535\u6c60\u9000\u5316\u7387\u76f8\u5bf9\u968f\u673a\u5145\u7535\u7b56\u7565\u5206\u522b\u964d\u4f4e\u4e863.53\u2030\u30013.57\u2030\u548c7.68\u2030\u3002\u8fd9\u79cd\u7ed3\u5408\u6570\u636e\u9a71\u52a8\u548c\u7269\u7406\u5efa\u6a21\u65b9\u6cd5\u8868\u660e\uff0c\u96c6\u6210\u667a\u80fd\u5145\u7535\u7b56\u7565\u53ef\u4ee5\u6539\u5584\u957f\u671f\u7684\u7535\u6c60\u5065\u5eb7\u72b6\u51b5\u3001\u964d\u4f4e\u8fd0\u8425\u6210\u672c\u5e76\u6ee1\u8db3\u9a7e\u9a76\u5458\u7684\u51fa\u884c\u9700\u6c42\uff0c\u4ece\u800c\u63d0\u9ad8\u7535\u52a8\u6c7d\u8f66\u5728\u5176\u751f\u547d\u5468\u671f\u5185\u7684\u6574\u4f53\u7ecf\u6d4e\u53ef\u884c\u6027\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"685\" height=\"369\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image-1.jpg\" alt=\"\" class=\"wp-image-512\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image-1.jpg 685w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/01\/image-1-300x162.jpg 300w\" sizes=\"auto, (max-width: 685px) 100vw, 685px\" \/><\/figure>\n\n\n\n<p>\u8bba\u6587\u4f5c\u8005\uff1a\u8be5\u8bba\u6587\u7b2c\u4e00\u4f5c\u8005\u662fTRANS\u8bfe\u9898\u7ec42021\u7ea7\u672c\u79d1\u751f\u6c6a\u5609\u4eea\uff0c\u901a\u8baf\u4f5c\u8005\u662f\u6b27\u58eb\u742a\u6559\u6388\uff0c\u5176\u4ed6\u4f5c\u8005\u5305\u62ec\u6797\u9547\u5b8f\u6559\u6388\uff0c2024\u7ea7\u535a\u58eb\u7814\u7a76\u751f\u666f\u6d69\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">05 Electric Vehicle Dynamic Operation Simulation with Data-driven and Physical-based Models<\/h4>\n\n\n\n<p>\u8bba\u6587\u7b80\u4ecb\uff1a\u9488\u5bf9\u7535\u52a8\u6c7d\u8f66\u52a8\u6001\u8fd0\u884c\u4eff\u771f\u7684\u590d\u6742\u6027\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u96c6\u6210\u6570\u636e\u9a71\u52a8\u548c\u7269\u7406\u539f\u7406\u7684\u52a8\u6001\u8fd0\u884c\u4eff\u771f\u6a21\u578b\u3002\u8be5\u6a21\u578b\u6846\u67b6\u7ed3\u5408\u4e86\u7269\u7406\u6a21\u578b\u7684\u53ef\u89e3\u91ca\u6027\u4f18\u52bf\uff0c\u540c\u65f6\u5229\u7528\u4e86\u6570\u636e\u9a71\u52a8\u6a21\u578b\u5728\u7535\u52a8\u6c7d\u8f66\u52a8\u6001\u8fd0\u884c\u6761\u4ef6\u4e0b\u7684\u5feb\u901f\u6a21\u62df\u80fd\u529b\u3002\u7269\u7406\u6a21\u578b\u90e8\u5206\u6db5\u76d6\u4e86\u8f66\u8f86\u52a8\u529b\u5b66\u5efa\u6a21\u3001\u518d\u751f\u5236\u52a8\u7cfb\u7edf\u3001\u6e29\u5ea6\u6a21\u578b\u548c\u7535\u6c60\u72b6\u6001\u4f30\u8ba1\u6a21\u578b\u7b49\u5173\u952e\u65b9\u9762\u3002\u6570\u636e\u9a71\u52a8\u90e8\u5206\u57fa\u4e8e\u5b9e\u9645\u7684\u8f66\u8f86\u8fd0\u884c\u6570\u636e\u63d0\u53d6\u5173\u952e\u7279\u5f81\u548c\u6807\u7b7e\uff0c\u5e76\u4f7f\u7528\u957f\u77ed\u671f\u8bb0\u5fc6\u6a21\u578b\uff08LSTM\uff09\u5efa\u7acb\u7535\u52a8\u6c7d\u8f66\u7535\u6c60\u7ec4\u7684\u5bb9\u91cf\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u3002\u901a\u8fc7\u5c06\u7269\u7406\u6a21\u578b\u4e0e\u6570\u636e\u9a71\u52a8\u65b9\u6cd5\u76f8\u7ed3\u5408\uff0c\u8be5\u6a21\u578b\u5728\u77ed\u65f6\u95f4\u5185\u6709\u6548\u5730\u6a21\u62df\u4e86\u8f66\u8f86\u9a7e\u9a76\u5ba4\u6e29\u5ea6\u3001\u7535\u6c60\u7ec4\u6e29\u5ea6\u548c\u7535\u6c60\u5bb9\u91cf\u5728\u4e0d\u540c\u4f7f\u7528\u6761\u4ef6\u4e0b\u7684\u52a8\u6001\u53d8\u5316\u3002\u57fa\u4e8e\u771f\u5b9e\u9a7e\u9a76\u6570\u636e\u7684\u4eff\u771f\u548c\u9a8c\u8bc1\u7ed3\u679c\u8868\u660e\uff0c\u878d\u5408\u6a21\u578b\u5728\u80fd\u8017\u9884\u6d4b\u548c\u7535\u6c60\u5bff\u547d\u9884\u6d4b\u65b9\u9762\u90fd\u5177\u6709\u5f88\u9ad8\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\uff0c\u53ef\u4ee5\u4e3a\u7535\u52a8\u6c7d\u8f66\u7684\u6027\u80fd\u5206\u6790\u3001\u4f18\u5316\u8bbe\u8ba1\u548c\u80fd\u6e90\u7ba1\u7406\u63d0\u4f9b\u6709\u6548\u7684\u5de5\u5177\u548c\u7406\u8bba\u652f\u6301\u3002<\/p>\n\n\n\n<figure 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