{"id":50911,"date":"2025-08-10T14:24:41","date_gmt":"2025-08-10T06:24:41","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/50911.html"},"modified":"2025-08-10T14:24:41","modified_gmt":"2025-08-10T06:24:41","slug":"%e6%95%85%e9%9a%9c%e8%af%8a%e6%96%ad-vmd-cnn-bilstm%e8%a5%bf%e5%82%a8%e5%a4%a7%e5%ad%a6%e8%bd%b4%e6%89%bf%e6%95%85%e9%9a%9c%e8%af%8a%e6%96%ad%e9%99%84matlab%e4%bb%a3%e7%a0%81","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/50911.html","title":{"rendered":"\u6545\u969c\u8bca\u65ad | VMD-CNN-BiLSTM\u897f\u50a8\u5927\u5b66\u8f74\u627f\u6545\u969c\u8bca\u65ad\u9644MATLAB\u4ee3\u7801"},"content":{"rendered":"<\/p>\n<h4>\u76ee\u5f55<\/h4>\n<ul>\n<li>\n<ul>\n<li>\n<ul>\n<li>\u6548\u679c\u4e00\u89c8<\/li>\n<li>\u57fa\u4e8eVMD\u4e0eCNN &#8211; BILSTM\u7684\u6eda\u52a8\u8f74\u627f\u6545\u969c\u8bca\u65ad<\/li>\n<li>\n<ul>\n<li>\u6458\u8981<\/li>\n<li>Abstract<\/li>\n<li>1. \u5f15\u8a00<\/li>\n<li>\n<ul>\n<li>1.1 \u7814\u7a76\u80cc\u666f<\/li>\n<li>1.2 \u95ee\u9898\u9648\u8ff0<\/li>\n<li>1.3 \u7814\u7a76\u76ee\u6807<\/li>\n<\/ul>\n<\/li>\n<li>2. \u6587\u732e\u7efc\u8ff0<\/li>\n<li>\n<ul>\n<li>2.1 \u7406\u8bba\u57fa\u7840<\/li>\n<li>2.2 \u56fd\u5185\u5916\u7814\u7a76\u8fdb\u5c55<\/li>\n<li>2.3 \u7814\u7a76\u7a7a\u767d<\/li>\n<\/ul>\n<\/li>\n<li>3. \u897f\u50a8\u5927\u5b66\u6570\u636e\u5904\u7406<\/li>\n<li>\n<ul>\n<li>3.1 \u6570\u636e\u52a0\u8f7d\u4e0e\u9009\u62e9<\/li>\n<li>3.2 \u53c2\u6570\u8bbe\u5b9a<\/li>\n<li>3.3 \u6ed1\u7a97\u4e0e\u6570\u636e\u6574\u5408<\/li>\n<\/ul>\n<\/li>\n<li>4. \u57fa\u4e8eVMD\u7684\u7279\u5f81\u63d0\u53d6<\/li>\n<li>\n<ul>\n<li>4.1 \u9002\u5e94\u5ea6\u51fd\u6570\u9009\u62e9<\/li>\n<li>4.2 VMD\u53c2\u6570\u4f18\u5316<\/li>\n<li>4.3 \u6700\u4f73IMF\u5206\u91cf\u63d0\u53d6\u4e0e\u7279\u5f81\u5411\u91cf\u6784\u5efa<\/li>\n<\/ul>\n<\/li>\n<li>5. \u57fa\u4e8eCNN &#8211; BILSTM\u7684\u6545\u969c\u5206\u7c7b<\/li>\n<li>\n<ul>\n<li>5.1 CNN &#8211; BILSTM\u6a21\u578b\u539f\u7406<\/li>\n<li>5.2 \u6a21\u578b\u8bad\u7ec3\u4e0e\u6d4b\u8bd5<\/li>\n<li>5.3 \u6545\u969c\u5206\u7c7b\u7ed3\u679c\u5206\u6790<\/li>\n<\/ul>\n<\/li>\n<li>6. \u6027\u80fd\u8bc4\u4f30\u4e0e\u5bf9\u6bd4<\/li>\n<li>\n<ul>\n<li>6.1 \u6027\u80fd\u8bc4\u4f30\u6307\u6807<\/li>\n<li>6.2 \u4e0e\u5176\u4ed6\u65b9\u6cd5\u5bf9\u6bd4<\/li>\n<li>6.3 \u7ed3\u679c\u8ba8\u8bba<\/li>\n<\/ul>\n<\/li>\n<li>7. \u7ed3\u8bba<\/li>\n<li>\n<ul>\n<li>7.1 \u7814\u7a76\u603b\u7ed3<\/li>\n<li>7.2 \u7814\u7a76\u8d21\u732e<\/li>\n<li>7.3 \u672a\u6765\u5c55\u671b<\/li>\n<\/ul>\n<\/li>\n<li>\u4ee3\u7801\u5206\u4eab<\/li>\n<li>\u53c2\u8003\u6587\u732e<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>\u6548\u679c\u4e00\u89c8<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810062440-68983b2807ec4.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810062440-68983b2834f5e.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"><\/p>\n<h4>\u57fa\u4e8eVMD\u4e0eCNN &#8211; BILSTM\u7684\u6eda\u52a8\u8f74\u627f\u6545\u969c\u8bca\u65ad<\/h4>\n<h5>\u6458\u8981<\/h5>\n<p>\u672c\u7814\u7a76\u65e8\u5728\u5229\u7528\u53d8\u5206\u6a21\u6001\u5206\u89e3\uff08VMD\uff09\u4e0e\u5377\u79ef\u795e\u7ecf\u7f51\u7edc &#8211; \u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff08CNN &#8211; BILSTM\uff09\u5b9e\u73b0\u6eda\u52a8\u8f74\u627f\u6545\u969c\u8bca\u65ad\u3002\u5728\u6570\u636e\u5904\u7406\u9636\u6bb5\uff0c\u4ece\u897f\u50a8\u5927\u5b66\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u6eda\u52a8\u8f74\u627f\u6570\u636e\u96c6\uff0c\u5e76\u901a\u8fc7\u8bbe\u5b9a\u6ed1\u52a8\u7a97\u53e3\u3001\u6545\u969c\u6837\u672c\u70b9\u4e2a\u6570\u53ca\u6545\u969c\u7c7b\u578b\u6837\u672c\u91cf\u7b49\u53c2\u6570\uff0c\u5bf9\u6570\u636e\u8fdb\u884c\u6ed1\u7a97\u64cd\u4f5c\u5e76\u6574\u5408\u3002\u5728\u7279\u5f81\u63d0\u53d6\u65b9\u9762\uff0c\u9009\u53d6\u4e94\u79cd\u9002\u5e94\u5ea6\u51fd\u6570\u4f18\u5316VMD\u53c2\u6570\uff0c\u91c7\u7528\u6548\u7387\u8f83\u9ad8\u7684\u667a\u80fd\u7b97\u6cd5OCSSA\u786e\u5b9a\u6700\u4f73IMF\u5206\u91cf\uff0c\u5e76\u8ba1\u7b979\u4e2a\u6307\u6807\u6784\u5efa\u7279\u5f81\u5411\u91cf\u3002\u6545\u969c\u5206\u7c7b\u5219\u57fa\u4e8eCNN &#8211; BILSTM\u6a21\u578b\uff0c\u901a\u8fc7\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u9a8c\u8bc1\u6a21\u578b\u6027\u80fd\u3002\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u6240\u63d0\u65b9\u6cd5\u80fd\u591f\u6709\u6548\u63d0\u9ad8\u6eda\u52a8\u8f74\u627f\u6545\u969c\u8bca\u65ad\u7684\u51c6\u786e\u7387\u548c\u6548\u7387\uff0c\u4e3a\u5b9e\u9645\u5de5\u7a0b\u5e94\u7528\u63d0\u4f9b\u4e86\u6709\u4ef7\u503c\u7684\u53c2\u8003\u3002<\/p>\n<p>\u5173\u952e\u8bcd: \u6eda\u52a8\u8f74\u627f\uff1b\u6545\u969c\u8bca\u65ad\uff1bVMD\uff1bCNN &#8211; BILSTM\uff1b\u7279\u5f81\u63d0\u53d6<\/p>\n<h5>Abstract<\/h5>\n<p>This research aims to achieve rolling <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb34\u6b21\u3002\u6545\u969c\u8bca\u65ad | VMD-CNN-BiLSTM\u897f\u50a8\u5927\u5b66\u8f74\u627f\u6545\u969c\u8bca\u65ad\u9644MATLAB\u4ee3\u7801<\/p>\n","protected":false},"author":2,"featured_media":50909,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[4987,4985,4984,4986],"topic":[],"class_list":["post-50911","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-matlab","tag-vmd-cnn-bilstm","tag-4984","tag-4986"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6545\u969c\u8bca\u65ad | VMD-CNN-BiLSTM\u897f\u50a8\u5927\u5b66\u8f74\u627f\u6545\u969c\u8bca\u65ad\u9644MATLAB\u4ee3\u7801 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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