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#2\uff09\uff1a<\/strong>\u5305\u542b5\u8f86\u5b9e\u8f66\u8fde\u7eed1\u5e74\u7684\u8fd0\u8425\u76d1\u6d4b\u6570\u636e\uff08\u7ea6468\u4e07\u6761\u8bb0\u5f55\uff09\u3002\u8be5\u6570\u636e\u96c6\u7684\u8f66\u8f86\u5177\u6709\u4e0e\u57fa\u51c6\u6570\u636e\u96c6\u622a\u7136\u4e0d\u540c\u7684\u7535\u6c60\u914d\u7f6e\uff08\u5982\u989d\u5b9a\u5bb9\u91cf\u3001\u5355\u4f53\u4e32\u8054\u6570\u91cf\u5dee\u5f02\uff09\uff0c\u7528\u4e8e\u8bc4\u4f30\u6a21\u578b\u5728\u6570\u636e\u7a00\u7f3a\u60c5\u51b5\u4e0b\u7684\u8de8\u7cfb\u7edf\u8fc1\u79fb\u5b66\u4e60\u80fd\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"924\" height=\"716\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/3.png\" alt=\"\" class=\"wp-image-1239\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/3.png 924w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/3-300x232.png 300w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/3-768x595.png 768w\" sizes=\"auto, (max-width: 924px) 100vw, 924px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong> \u5b9e\u8f66\u8fd0\u884c\u6570\u636e\u7684\u7edf\u8ba1\u5206\u5e03\u56fe<strong><\/strong><\/p>\n\n\n\n<p><strong>\uff082\uff09\u7279\u5f81\u5de5\u7a0b<\/strong><\/p>\n\n\n\n<p>\u672c\u7814\u7a76\u7ed3\u5408\u7535\u6c60\u8001\u5316\u673a\u7406\u4e0e\u5de5\u7a0b\u7ecf\u9a8c\uff0c\u4ece\u65f6\u5e8f\u548c\u7a7a\u95f4\u4e24\u4e2a\u7ef4\u5ea6\u6784\u5efa\u4e8611\u9879\u5065\u5eb7\u72b6\u6001\u7279\u5f81\u4f5c\u4e3a\u6a21\u578b\u8f93\u5165\u3002\u8fd9\u4e9b\u7279\u5f81\u5305\u62ec\u7d2f\u8ba1\u91cc\u7a0b\uff08\u53cd\u6620\u957f\u671f\u5faa\u73af\uff09\u3001\u5145\u7535\u5bb9\u91cf\u4e0e\u7535\u6d41\/\u529f\u7387\uff08\u8868\u5f81\u7528\u6237\u5145\u7535\u7b56\u7565\uff09\u3001\u5145\u7535\u5bb9\u91cf\u4e0e\u7535\u6d41\/\u529f\u7387\uff08\u8868\u5f81\u7528\u6237\u5145\u7535\u7b56\u7565\uff09\u3001\u4ee5\u53ca\u5355\u4f53\u7535\u538b\u4e0e\u6e29\u5ea6\u7684\u6781\u503c\uff08\u6355\u6349\u5185\u90e8\u7535\u70ed\u573a\u7684\u4e0d\u4e00\u81f4\u6027\uff09\u7b49\u3002\u901a\u8fc7\u65f6\u7a7a\u7279\u5f81\u7684\u878d\u5408\uff0c\u6a21\u578b\u80fd\u591f\u6709\u6548\u6355\u6349\u5bfc\u81f4\u7535\u6c60\u6027\u80fd\u8870\u9000\u7684\u6f5c\u5728\u6a21\u5f0f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"806\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/4-1024x806.jpg\" alt=\"\" class=\"wp-image-1240\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/4-1024x806.jpg 1024w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/4-300x236.jpg 300w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/4-768x605.jpg 768w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/4-1536x1209.jpg 1536w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/4-2048x1613.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong> \u7535\u6c60\u5065\u5eb7\u7279\u5f81\u7684\u76f8\u5173\u6027\u70ed\u529b\u56fe<strong><\/strong><\/p>\n\n\n\n<p><strong>\uff083\uff09\u6a21\u578b\u67b6\u6784\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u52a8\u6001\u56fe\u6ce8\u610f\u529b\u7f51\u7edc\uff08DGAT\uff09<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u4e0d\u540c\u4e8e\u4f20\u7edf\u65b9\u6cd5\u4f9d\u8d56\u56fa\u5b9a\u7684\u7535\u6c60\u5305\u7269\u7406\u62d3\u6251\uff0c\u672c\u7814\u7a76\u8bbe\u8ba1\u7684DGAT\u6a21\u5757\u80fd\u591f\u201c\u5b9e\u65f6\u6784\u5efa\u56fe\u7ed3\u6784\u3002\u901a\u8fc7\u5229\u7528\u591a\u5934\u6ce8\u610f\u529b\u673a\u5236\uff0c\u80fd\u591f\u76f4\u63a5\u4ece\u539f\u59cb\u7684\u5355\u4f53\u7535\u538b\u548c\u6e29\u5ea6\u6570\u636e\u4e2d\u5b9e\u65f6\u63a8\u65ad\u7535\u6c60\u5355\u4f53\u95f4\u7684\u8fde\u63a5\u6743\u91cd\u3002\u8fd9\u79cd\u52a8\u6001\u63a8\u65ad\u673a\u5236\u80fd\u591f\u81ea\u9002\u5e94\u5730\u6355\u6349\u968f\u5de5\u51b5\u548c\u8001\u5316\u72b6\u6001\u6f14\u53d8\u7684\u70ed\u7535\u8026\u5408\u5173\u7cfb\uff0c\u4ece\u800c\u6709\u6548\u63d0\u53d6\u7535\u6c60\u5355\u4f53\u95f4\u590d\u6742\u7684\u3001\u975e\u5e73\u7a33\u7684\u7a7a\u95f4\u4f9d\u8d56\u7279\u5f81\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u53ef\u89e3\u91ca\u65f6\u5e8f\u5206\u89e3\uff08N-BEATS\uff09<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u5728\u65f6\u95f4\u7ef4\u5ea6\u4e0a\uff0c\u6a21\u578b\u6452\u5f03\u4e86\u4f20\u7edf\u7684\u9ed1\u7bb1\u9884\u6d4b\u6a21\u5f0f\uff0c\u91c7\u7528\u57fa\u4e8e\u6b8b\u5dee\u8fde\u63a5\u7684\u6df1\u5ea6\u5806\u53e0\u67b6\u6784\u3002\u8be5\u6a21\u5757\u5229\u7528\u591a\u9879\u5f0f\u57fa\u51fd\u6570\uff0c\u5c06\u590d\u6742\u7684\u7535\u6c60\u5bb9\u91cf\u5e8f\u5217\u5206\u89e3\u4e3a\u5177\u6709\u660e\u786e\u7269\u7406\u610f\u4e49\u7684\u5206\u91cf\u3002\u5177\u4f53\u800c\u8a00\uff0c\u5b83\u80fd\u591f\u5c06\u957f\u671f\u7684\u5bb9\u91cf\u8870\u51cf\u8d8b\u52bf\u4e0e\u7531\u64cd\u4f5c\u53d8\u5316\u5f15\u8d77\u7684\u77ed\u671f\u6ce2\u52a8\u5265\u79bb\u5f00\u6765\u3002\u8be5\u8bbe\u8ba1\u4e0d\u4ec5\u63d0\u5347\u4e86\u9884\u6d4b\u7cbe\u5ea6\uff0c\u66f4\u8d4b\u4e88\u4e86\u6a21\u578b\u5f3a\u5927\u7684\u53ef\u89e3\u91ca\u6027\uff0c\u4f7f\u5176\u80fd\u591f\u6e05\u6670\u5730\u5f52\u56e0\u8001\u5316\u8d8b\u52bf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"813\" height=\"592\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/5.png\" alt=\"\" class=\"wp-image-1241\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/5.png 813w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/5-300x218.png 300w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/5-768x559.png 768w\" sizes=\"auto, (max-width: 813px) 100vw, 813px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong> DGAT-N-BEATS\u6a21\u578b\u6846\u67b6\u56fe<strong><\/strong><\/p>\n\n\n\n<p><strong>\uff084\uff09\u57fa\u4e8eAdapter\u5fae\u8c03\u7684\u8fc1\u79fb\u5b66\u4e60<\/strong><\/p>\n\n\n\n<p>\u9762\u5bf9\u4e0d\u540c\u8f66\u578b\u7535\u6c60\u5305\u914d\u7f6e\uff08\u5982\u4e32\u8054\u7535\u6c60\u6570\u91cf\u4e0d\u540c\uff09\u7684\u5dee\u5f02\uff0c\u672c\u7814\u7a76\u91c7\u7528\u4e86\u4e00\u79cd\u53c2\u6570\u9ad8\u6548\u7684\u5fae\u8c03\u7b56\u7565\u3002\u5728\u8fc1\u79fb\u81f3\u65b0\u8f66\u578b\u65f6\uff0c\u51bb\u7ed3\u9884\u8bad\u7ec3\u6a21\u578b90%\u4ee5\u4e0a\u7684\u53c2\u6570\uff0c\u4ec5\u66f4\u65b0\u63d2\u5165\u5728\u7f51\u7edc\u5c42\u95f4\u7684\u8f7b\u91cf\u7ea7Adapter\u6a21\u5757\u3002\u8be5\u65b9\u6cd5\u4e0d\u4ec5\u5927\u5e45\u964d\u4f4e\u4e86\u8ba1\u7b97\u6210\u672c\uff0c\u800c\u4e14\u6709\u6548\u907f\u514d\u4e86\u5728\u5c0f\u6837\u672c\u6570\u636e\u4e0b\u7684\u8fc7\u62df\u5408\u95ee\u9898\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"806\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/6-1024x806.jpg\" alt=\"\" class=\"wp-image-1242\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/6-1024x806.jpg 1024w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/6-300x236.jpg 300w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/6-768x605.jpg 768w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/6-1536x1209.jpg 1536w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/6-2048x1613.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong> \u57fa\u4e8eAdapter\u5fae\u8c03\u7684\u8de8\u8f66\u8f86\u8fc1\u79fb\u5b66\u4e60\u6846\u67b6\u56fe<strong><\/strong><strong><br><\/strong><\/p>\n\n\n\n<p><a><strong>\u2728<\/strong><\/a><strong> 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src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/7-1024x768.jpg\" alt=\"\" class=\"wp-image-1243\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/7-1024x768.jpg 1024w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/7-300x225.jpg 300w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/7-768x576.jpg 768w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/7-1536x1152.jpg 1536w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/7-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong> \u672c\u6a21\u578b\u4e0e\u57fa\u7ebf\u6a21\u578b\u7684\u5bb9\u91cf\u4f30\u8ba1\u7ed3\u679c\u5bf9\u6bd4\u56fe<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/8-1024x768.jpg\" alt=\"\" class=\"wp-image-1244\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/8-1024x768.jpg 1024w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/8-300x225.jpg 300w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/8-768x576.jpg 768w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/8-1536x1152.jpg 1536w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/8-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong> \u7535\u6c60\u5bb9\u91cf\u8870\u9000\u8f68\u8ff9\u4f30\u8ba1\u7ed3\u679c\u56fe<\/p>\n\n\n\n<p><strong>\uff082\uff09\u8de8\u8f66\u578b\u8fc1\u79fb\u6cdb\u5316\u6027\u80fd\u5206\u6790<\/strong><\/p>\n\n\n\n<p>\u57fa\u4e8e\u8f7b\u91cf\u5316Adapter\u5fae\u8c03\u7b56\u7565\uff0c\u672c\u7814\u7a76\u5728\u51bb\u7ed3\u9884\u8bad\u7ec3\u9aa8\u5e72\u7f51\u7edc\u3001\u4ec5\u66f4\u65b0\u6781\u5c11\u91cf\u53c2\u6570\u7684\u60c5\u51b5\u4e0b\uff0c\u5c06\u6a21\u578b\u4ece\u6e90\u57df\uff08300\u8f86\u8f66\uff09\u8fc1\u79fb\u81f3\u5177\u6709\u4e0d\u540c\u7535\u6c60\u914d\u7f6e\u7684\u76ee\u6807\u8f66\u578b\uff08Dataset 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class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"891\" height=\"701\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/10.png\" alt=\"\" class=\"wp-image-1246\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/10.png 891w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/10-300x236.png 300w, https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/10-768x604.png 768w\" sizes=\"auto, (max-width: 891px) 100vw, 891px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong> 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\u539f\u6587\u94fe\u63a5\uff08\u6216\u70b9\u51fb\u9605\u8bfb\u5168\u6587\u67e5\u770b\uff09<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2352152X26006201\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2352152X26006201<\/a><\/p>\n\n\n\n<p><strong>CITA<\/strong><strong>T<\/strong><strong>ION:<\/strong><\/p>\n\n\n\n<p>Lv, Z., Ou, S., Jing, H., Dong, H., Shi, D., &amp; Zhao, J. (2026). Battery state-of-health estimation via thermoelectric graph learning and interpretable temporal decomposition for real-world electric vehicles. <em>Journal of Energy Storage<\/em>, 153, 120956.<\/p>\n\n\n\n<p>\u611f\u8c22\u60a8\u7684\u5173\u6ce8\uff0c\u656c\u8bf7\u671f\u5f85\u66f4\u591a\u56e2\u961f\u52a8\u6001\uff01<\/p>\n\n\n\n<p>\u521d\u7a3f\uff1a\u5415\u5fd7\u9686<\/p>\n\n\n\n<p>\u6392\u7248\uff1a\u9ad8\u4f1f\u654f<\/p>\n\n\n\n<p>\u7ec8\u5ba1\uff1a\u6b27\u58eb\u742a<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2026\u5e742\u6708\uff0cTRANS\u8bfe\u9898\u7ec4\u6700\u65b0\u7814\u7a76\u6210\u679c\u300aBattery state-of-health estimati [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1237,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[61],"tags":[],"class_list":["post-1236","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publications"],"blocksy_meta":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/02\/2.png","_links":{"self":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts\/1236","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/comments?post=1236"}],"version-history":[{"count":4,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts\/1236\/revisions"}],"predecessor-version":[{"id":1251,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts\/1236\/revisions\/1251"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/media\/1237"}],"wp:attachment":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/media?parent=1236"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/categories?post=1236"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/tags?post=1236"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}