{"id":29031,"date":"2025-05-29T17:26:00","date_gmt":"2025-05-29T09:26:00","guid":{"rendered":"http:\/\/192.168.10.115\/?p=29031"},"modified":"2025-05-30T08:26:38","modified_gmt":"2025-05-30T00:26:38","slug":"2025-05-29-%e6%99%ba%e8%83%bd%e7%bd%91%e8%81%94%e6%96%b0%e8%83%bd%e6%ba%90%e6%b1%bd%e8%bd%a6%e9%a2%a0%e8%a6%86%e6%80%a7%e6%8a%80%e6%9c%af%e5%88%9b%e6%96%b0%e6%bc%94%e5%8c%96%e8%b7%af%e5%be%84%e7%a0%94","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2025\/05\/29\/29031\/","title":{"rendered":"2025-05-29 \u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u6f14\u5316\u8def\u5f84\u7814\u7a76"},"content":{"rendered":"\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/www.163.com\/dy\/article\/K0NOUTJH05502ZGU.html\">https:\/\/www.163.com\/dy\/article\/K0NOUTJH05502ZGU.html<\/a><\/p>\n\n\n\n<p id=\"3LN1FGAC\">\u4ee5\u7535\u52a8\u5316\u548c\u667a\u80fd\u5316\u4e3a\u7275\u5f15\uff0c\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u51ed\u501f\u7535\u6c60\u6280\u672f\u3001\u7535\u9a71\u52a8\u7cfb\u7edf\u53ca\u81ea\u52a8\u9a7e\u9a76\u7b49\u6838\u5fc3\u9886\u57df\u7684\u98a0\u8986\u6027\u7a81\u7834\uff0c\u6210\u4e3a\u65b0\u8d28\u751f\u4ea7\u529b\u7684\u5178\u578b\u4ee3\u8868\u3002\u5728\u201c\u4eba\u5de5\u667a\u80fd+\u201d\u7684\u65f6\u4ee3\u80cc\u666f\u4e0b\uff0c\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u5c06\u79d1\u6280\u521b\u65b0\u4e0e\u4ea7\u4e1a\u521b\u65b0\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u4e0d\u4ec5\u662f\u5236\u9020\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u548c\u57f9\u80b2\u672a\u6765\u4ea7\u4e1a\u7684\u91cd\u8981\u6293\u624b\uff0c\u66f4\u662f\u63d0\u5347\u6211\u56fd\u5168\u7403\u6c7d\u8f66\u5e02\u573a\u7684\u7ade\u4e89\u529b\u7684\u5173\u952e\u8def\u5f84\u3002\u672c\u7814\u7a76\u4ee5\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7406\u8bba\u4e3a\u57fa\u7840\uff0c\u7ed3\u5408\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u6982\u5ff5\u7279\u5f81\u548c\u53d1\u5c55\u73b0\u72b6\uff0c\u5256\u6790\u5176\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7684\u9a71\u52a8\u56e0\u7d20\uff0c\u5e76\u63a2\u7a76\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7684\u6f14\u5316\u8def\u5f84\u3002\u540c\u65f6\uff0c\u672c\u7814\u7a76\u53d1\u73b0\u5176\u6f14\u5316\u8fc7\u7a0b\u672c\u8d28\u4e0a\u9075\u5faa\u98a0\u8986\u6027\u6280\u672f\u4e0e\u4e3b\u6d41\u6280\u672f\u7ade\u4e89\u8fed\u4ee3\u7684\u5ba2\u89c2\u89c4\u5f8b\uff0c\u4e3a\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u9a71\u52a8\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u63d0\u4f9b\u7406\u8bba\u4f9d\u636e\u3002<\/p>\n\n\n\n<p id=\"3LN1FGAD\"><strong>| \u5173\u952e\u8bcd |<\/strong><\/p>\n\n\n\n<p id=\"3LN1FGAE\">\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\uff1b\u65b0\u8d28\u751f\u4ea7\u529b\uff1b\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\uff1b\u6f14\u5316\u8def\u5f84<\/p>\n\n\n\n<p id=\"3LN1FGAF\"><strong>| Abstract |<\/strong><\/p>\n\n\n\n<p id=\"3LN1FGAG\">Driven by electrification and intelligence\uff0c intelligent connected new energy vehicles have become a typical representative of new productive forces with disruptive breakthroughs in core areas such as battery technology\uff0c electric drive systems\uff0c and autonomous driving. Against the backdrop of the \u201cArtificial Intelligence +\u201d era\uff0c intelligent connected new energy vehicles deeply integrate scientific and technological innovation with industrial innovation. They are not only an important means for the digital transformation of the manufacturing industry and the cultivation of future industries but also a crucial path to enhance China\u2019s competitiveness in the global automotive market. This research is based on the theory of disruptive technology innovation. By combining the conceptual characteristics and development status of intelligent connected new energy vehicles\uff0c it analyzes the driving factors of their disruptive technology innovation and explores the evolutionary path of their disruptive technology innovation. At the same time\uff0c this research finds that the evolutionary process essentially follows the objective law of the competitive iteration between disruptive technologies and mainstream technologies\uff0c providing a theoretical basis for intelligent connected new energy vehicles to drive disruptive technology innovation.<\/p>\n\n\n\n<p id=\"3LN1FGAH\"><strong>| Keywords |<\/strong><\/p>\n\n\n\n<p id=\"3LN1FGAI\">Intelligent connected new energy vehicles\uff1bNew productive forces\uff1bDisruptive technology innovation\uff1bEvolutionary path<\/p>\n\n\n\n<p id=\"3LN1FGAK\"><strong>1.\u5f15\u8a00<\/strong><\/p>\n\n\n\n<p 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id=\"3LN1FGAQ\"><strong>2.\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u7684\u6982\u5ff5\u3001\u7279\u70b9\u53ca\u53d1\u5c55\u73b0\u72b6<\/strong><\/p>\n\n\n\n<p id=\"3LN1FGAS\"><strong>2.1\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u7684\u6982\u5ff5<\/strong><\/p>\n\n\n\n<p id=\"3LN1FGAT\">\u667a\u80fd\u7f51\u8054\u6c7d\u8f66\uff08Intelligent Connected Vehicle\uff0cICV\uff09\u662f\u8f66\u8054\u7f51\u4e0e\u667a\u80fd\u9a7e\u9a76\u6280\u672f\u7684\u6709\u673a\u8054\u5408\u3002\u8f66\u8054\u7f51\u6982\u5ff5\u8d77\u6e90\u4e8eNijkamp\u7b49\uff081996\uff09\u63d0\u51fa\u7684\u8fdc\u7a0b\u4fe1\u606f\u5904\u7406\uff08Telematics\uff09\u6280\u672f\u3002\u5728Turner\uff082000\uff09\u9053\u8def\u8fdc\u7a0b\u4fe1\u606f\u5904\u7406\u6280\u672f\u548cSastry\uff082002\uff09\u8f66\u8f86\u8fdc\u7a0b\u4fe1\u606f\u6280\u672f\u7814\u7a76\u57fa\u7840\u4e0a\uff0cMatthias\uff082005\uff09\u7cfb\u7edf\u6574\u5408\u63d0\u51fa\u8f66\u8054\u7f51\u6982\u5ff5\uff0c\u5c06\u8f66\u5185\u3001\u8f66\u9645\u901a\u4fe1\u6574\u5408\u4e3a\u53ef\u6301\u7eed\u7f51\u7edc\u67b6\u6784\u30022009\u5e74G-Book\u548cOnstar\u6b63\u5f0f\u5f15\u5165\u6211\u56fd\uff0c\u6807\u5fd7\u7740\u6211\u56fdTelematics\u6280\u672f\u8fdb\u5165\u5546\u7528\u5316\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u6211\u56fd\u5b66\u8005\u63d0\u51fa\u8f66\u8054\u7f51\u662f\u901a\u8fc7\u8f66\u8f7d\u7535\u5b50\u6807\u7b7e\u4e0e\u65e0\u7ebf\u5c04\u9891\u6280\u672f\uff0c\u5b9e\u73b0\u8f66\u8f86\u5168\u7ef4\u5ea6\u6570\u636e\u91c7\u96c6\u3001\u5206\u6790\u53ca\u7efc\u5408\u670d\u52a1\u5e73\u53f0\u6784\u5efa\uff08\u738b\u5efa\u5f3a\u7b49\uff0c2011\uff09\u3002\u968f\u77402016\u5e74\u6211\u56fd\u5de5\u4e1a\u548c\u4fe1\u606f\u5316\u90e8\u3001\u8d22\u653f\u90e8\u53d1\u5e03\u7684\u300a\u667a\u80fd\u5236\u9020\u53d1\u5c55\u89c4\u5212\uff082016\u20142020\u5e74\uff09\u300b\uff0c\u6b63\u5f0f\u5c06\u667a\u80fd\u7f51\u8054\u6c7d\u8f66\u5b9a\u4e49\u4e3a\u96c6\u6210\u5148\u8fdb\u4f20\u611f\u5668\u3001\u63a7\u5236\u5668\u53ca\u901a\u4fe1\u6a21\u5757\uff0c\u5177\u5907\u201c\u8f66\u4e0eX\uff08\u4eba\u3001\u8f66\u3001\u8def\u3001\u4e91\uff09\u201d\u591a\u7ef4\u4ea4\u4e92\u3001\u73af\u5883\u611f\u77e5\u53ca\u534f\u540c\u51b3\u7b56\u80fd\u529b\u7684\u65b0\u4e00\u4ee3\u6c7d\u8f66\u3002<\/p>\n\n\n\n<p 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id=\"3LN1FGBD\">\u7136\u800c\uff0c\u73b0\u6709\u7814\u7a76\u4ecd\u5b58\u5728\u5c40\u9650\u6027\u3002\u4e00\u65b9\u9762\uff0c\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u4e0e\u4f20\u7edf\u65b0\u80fd\u6e90\u6c7d\u8f66\u5728\u6280\u672f\u521b\u65b0\u4e0a\u5b58\u5728\u672c\u8d28\u533a\u522b\uff0c\u540e\u8005\u4ee5\u201c\u5355\u4e00\u80fd\u6e90\u66ff\u4ee3\u201d\u4e3a\u903b\u8f91\uff0c\u524d\u8005\u5219\u4ee5\u201c\u80fd\u6e90\u2014\u6570\u636e\u2014\u670d\u52a1\u878d\u5408\u201d\u4e3a\u6838\u5fc3\uff08\u5434\u5f81\u7b49\uff0c2022\uff09\uff0c\u4ece\u800c\u5f15\u53d1\u6280\u672f\u6807\u51c6\u6ede\u540e\u4e8e\u573a\u666f\u9002\u914d\u4e0d\u8db3\u7b49\u95ee\u9898\uff08\u51af\u6625\u6797\uff0c2021\uff09\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u4e3b\u4f53\u534f\u540c\u8def\u5f84\u4e0d\u591f\u6e05\u6670\uff0c\u4f20\u7edf\u8f66\u4f01\u548c\u65b0\u80fd\u6e90\u8f66\u4f01\u5728\u6280\u672f\u521b\u65b0\u80fd\u529b\u4e0a\u5b58\u5728\u663e\u8457\u5dee\u5f02\uff08\u5434\u541b\u6c11\u3001\u94b1\u4f73\u4e3d\uff0c2024\uff09\uff0c\u4ea7\u4e1a\u534f\u540c\u7814\u53d1\u6548\u7387\u4f4e\uff08\u738b\u52c7\u7b49\uff0c2024\uff09\u3002\u6b64\u5916\uff0c\u56fd\u5916\u7814\u7a76\u591a\u805a\u7126\u6280\u672f\u5546\u4e1a\u5316\u4e0e\u6cd5\u89c4\u517c\u5bb9\u6027\uff08Bagloee\uff0c2016\uff09\uff0c\u800c\u56fd\u5185\u867d\u5f3a\u8c03\u653f\u7b56\u5f15\u5bfc\u4e0e\u56fd\u4ea7\u5316\u66ff\u4ee3\uff08\u5468\u5fb7\u7fa4\u7b49\uff0c2025\uff1b\u5468\u65f6\u83b9\u7b49\uff0c2023\uff09\uff0c\u5374\u7f3a\u4e4f\u5bf9\u5145\u7535\u7f51\u7edc\u4e92\u8054\u4e92\u901a\u7684\u6df1\u5165\u63a2\u8ba8\uff0c\u7f3a\u5c11\u80fd\u6e90\u7cfb\u7edf\u4e0e\u667a\u80fd\u7f51\u7edc\u7684\u8026\u5408\u673a\u5236\u3001\u7528\u6237\u9700\u6c42\u4e0e\u4ea7\u4e1a\u4f9b\u7ed9\u7684\u52a8\u6001\u5339\u914d\u7b49\u8de8\u5b66\u79d1\u7814\u7a76\u3002<\/p>\n\n\n\n<p id=\"3LN1FGBF\"><strong>3.\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7684\u6f14\u5316\u8def\u5f84<\/strong><\/p>\n\n\n\n<p id=\"3LN1FGBH\"><strong>3.1\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7684\u5185\u6db5\u53ca\u6784\u6210\u8981\u7d20<\/strong><\/p>\n\n\n\n<p id=\"3LN1FGBI\">\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7406\u8bba\u6700\u65e9\u53ef\u8ffd\u6eaf\u5230\u718a\u5f7c\u7279\uff081934\uff09\u201c\u521b\u9020\u6027\u7834\u574f\u201d\u7406\u8bba\uff0c\u5f3a\u8c03\u65b0\u5174\u4f01\u4e1a\u4ee5\u7a81\u7834\u6027\u6280\u672f\u98a0\u8986\u5e02\u573a\u683c\u5c40\u300220\u4e16\u7eaa\u4e2d\u53f6\u7f8e\u56fd\u56fd\u9632\u9ad8\u7ea7\u7814\u7a76\u8ba1\u5212\u5c40\u5c06\u5176\u5f15\u5165\u519b\u4e8b\u7814\u53d1\uff08Dosi\uff0c1982\uff09\uff0c\u63a8\u52a8\u6280\u672f\u8303\u5f0f\u8dc3\u8fc1\u3002\u57fa\u4e8e\u6b64\uff0cBower &amp; Christensen\uff081995\uff09\u63d0\u51fa\u98a0\u8986\u6027\u6280\u672f\u6982\u5ff5\uff0c\u6784\u5efa\u4f4e\u7aef\u98a0\u8986\u4e0e\u65b0\u5e02\u573a\u98a0\u8986\u53cc\u8def\u5f84\u6a21\u578b\uff0c\u63ed\u793a\u540e\u53d1\u4f01\u4e1a\u901a\u8fc7\u6280\u672f\u8fed\u4ee3\u53d6\u4ee3\u4e3b\u6d41\u6280\u672f\u7684\u7279\u6027\u3002Christensen\uff081997\uff09\u8fdb\u4e00\u6b65\u6269\u5c55\u4e3a\u98a0\u8986\u6027\u521b\u65b0\u7406\u8bba\uff0c\u6db5\u76d6\u6280\u672f\u3001\u670d\u52a1\u548c\u5546\u4e1a\u6a21\u5f0f\u521b\u65b0\uff0c\u5f62\u6210\u65b0\u5165\u4f01\u4e1a\u901a\u8fc7\u4f4e\u7aef\u66ff\u4ee3\u6216\u65b0\u5e02\u573a\u521b\u9020\u98a0\u8986\u5728\u4f4d\u4f01\u4e1a\u7684\u6838\u5fc3\u903b\u8f91\u3002\u5728\u98a0\u8986\u6027\u521b\u65b0\u7406\u8bba\u6f14\u8fdb\u4e2d\uff0c\u65e9\u671f\u7406\u8bba\u805a\u7126\u4f4e\u7aef\u5e02\u573a\u66ff\u4ee3\u8def\u5f84\uff08Gilbert\uff0c2003\uff09\uff0c\u5f3a\u8c03\u6280\u672f\u7b80\u6d01\u6027\u548c\u6e10\u8fdb\u6539\u8fdb\uff08Christensen\uff0c1997\uff09\u3002\u73b0\u6709\u7814\u7a76\u5219\u7a81\u7834\u4f4e\u7aef\u9650\u5236\uff0cNagy\u7b49\uff082016\uff09\u5c06\u5176\u5b9a\u4e49\u4e3a\u901a\u8fc7\u65b0\u529f\u80fd\u3001\u6280\u672f\u6807\u51c6\u6216\u6240\u6709\u6743\u5f62\u5f0f\u6539\u53d8\u5e02\u573a\u9884\u671f\u7684\u521b\u65b0\uff0c\u6db5\u76d6\u9ad8\u7aef\u98a0\u8986\u573a\u666f\u3002\u6700\u7ec8\u5f62\u6210\u4f4e\u7aef\u98a0\u8986\u3001\u65b0\u5e02\u573a\u98a0\u8986\uff08Christensen &amp; Raynor\uff0c2003\uff09\u548c\u9ad8\u7aef\u98a0\u8986\uff08Govindarajan &amp; Kopalle\uff0c2006\uff09\u3001\u8de8\u754c\u6574\u5408\u98a0\u8986\u56db\u79cd\u57fa\u672c\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7c7b\u578b\uff0c\u4f46\u5176\u672c\u8d28\u90fd\u5728\u4e8e\u5f15\u53d1\u5e02\u573a\u7ed3\u6784\u3001\u6280\u672f\u8f68\u9053\u6216\u4ea7\u4e1a\u751f\u6001\u7684\u6839\u672c\u6027\u53d8\u9769\u3002<\/p>\n\n\n\n<p id=\"3LN1FGBJ\">\u968f\u7740\u7406\u8bba\u4e0d\u65ad\u6df1\u5316\uff0c\u7814\u7a76\u89c6\u89d2\u4ece\u5355\u4e00\u6280\u672f\u89c6\u89d2\u5ef6\u4f38\u81f3\u5546\u4e1a\u6a21\u5f0f\u3001\u6218\u7565\u7b49\u7cfb\u7edf\u521b\u65b0\uff08Si &amp; Chen\uff0c2020\uff09\uff0c\u5f62\u6210\u6db5\u76d6\u5185\u6db5\u7279\u5f81\uff08Christensen\uff0c1997\uff09\u3001\u6f14\u5316\u8def\u5f84\uff08\u5218\u6d77\u5175\u7b49\uff0c2023\uff09\u3001\u5f71\u54cd\u56e0\u7d20\uff08\u6768\u747e\uff0c\u89e3\u82e5\u7433\uff0c2020\uff09\u7684\u7814\u7a76\u4e3b\u9898\u3002\u5e02\u573a\u89c6\u89d2\u5f3a\u8c03\u6280\u672f\u521d\u671f\u5728\u4e3b\u6d41\u6027\u80fd\u6307\u6807\u4e0a\u8868\u73b0\u4e0d\u8db3\uff0c\u4f46\u5177\u5907\u7b80\u5355\u3001\u7ecf\u6d4e\u548c\u975e\u7ade\u4e89\u6027\u7279\u5f81\uff08Christensen\uff0c1997\uff09\uff0c\u901a\u8fc7\u57f9\u80b2\u4f4e\u7aef\u6216\u65b0\u5e02\u573a\u7528\u6237\u9010\u6b65\u6e17\u900f\u4e3b\u6d41\u5e02\u573a\u3002\u6280\u672f\u89c6\u89d2\u4e0b\u7a81\u51fa\u878d\u5408\u6027\uff08\u65b9\u66e6\u7b49\uff0c2025\uff09\u3001\u7a81\u53d8\u6027\uff08Christian &amp; David\uff0c2018\uff09\u548c\u65b0\u9896\u6027\uff08Hargadon &amp; Sutton\uff0c1997\uff09\uff0c\u4f9d\u6258\u591a\u5b66\u79d1\u878d\u5408\u7a81\u7834\u4f20\u7edfS\u66f2\u7ebf\uff0c\u5f3a\u8c03\u529f\u80fd\u5c5e\u6027\u8dc3\u8fc1\u4e0e\u6280\u672f\u8f68\u9053\u91cd\u6784\uff08\u9ec4\u9c81\u6210\u7b49\uff0c2015\uff1bKostoff et al.\uff0c 2004\uff09\u3002\u90e8\u5206\u5b66\u8005\u63d0\u51fa\u98a0\u8986\u6027\u6280\u672f\u6db5\u76d6\u6280\u672f\u65b0\u9896\u6027\u3001\u4f18\u8d8a\u6027\u548c\u5916\u90e8\u6027\u4e09\u4e2a\u6838\u5fc3\u7ef4\u5ea6\uff08\u66f2\u51a0\u6960\u7b49\uff0c2023\uff09\u3002\u56e0\u6b64\uff0c\u5b66\u754c\u5bf9\u6280\u672f\u65b0\u9896\u6027\u662f\u98a0\u8986\u6027\u6280\u672f\u7684\u5173\u952e\u7279\u5f81\u8fbe\u6210\u5171\u8bc6\u3002\u56fd\u5bb6\u6218\u7565\u5c42\u9762\u5219\u5173\u6ce8\u6280\u672f\u7684\u57fa\u7840\u6027\u3001\u524d\u77bb\u6027\uff08\u738b\u5eb7\u7b49\uff0c2022\uff09\u548c\u6b63\u5916\u90e8\u6027\uff08Scott\uff0c2005\uff09\u7279\u5f81\uff0c\u5f3a\u8c03\u901a\u8fc7\u79d1\u5b66\u7a81\u7834\u63d0\u5347\u56fd\u5bb6\u7ade\u4e89\u529b\uff08\u66f2\u51a0\u6960\u7b49\uff0c2023\uff09\uff0c\u5e76\u805a\u7126\u56fd\u5bb6\u6218\u7565\u5f15\u5bfc\u4e0e\u521b\u65b0\u751f\u6001\u7cfb\u7edf\u7684\u534f\u540c\u6f14\u5316\uff08\u5f20\u7acb\u56fd\u7b49\uff0c2020\uff1b\u90ed\u71d5\u9752\u7b49\uff0c2018\uff09\uff0c\u4ece\u800c\u63ed\u793a\u98a0\u8986\u6027\u521b\u65b0\u7684\u975e\u7ebf\u6027\u8dc3\u8fc1\u4e0e\u751f\u6001\u4f9d\u8d56\u6027\uff08Adner\uff0c2002\uff1b\u5468\u6d0b\uff0c2017\uff09\u3002\u7efc\u4e0a\u6240\u8ff0\uff0c\u5df2\u6709\u7814\u7a76\u4ece\u5fae\u89c2\u5c42\u9762\u63a2\u7d22\u98a0\u8986\u6027\u6280\u672f\u77e5\u8bc6\u91cd\u7ec4\u673a\u5236\uff08\u9ec4\u6d77\u6d0b\u3001\u9648\u7ee7\u7965\uff0c2022\uff09\uff0c\u4e2d\u89c2\u5c42\u9762\u6784\u5efa\u201c\u6280\u672f\u2014\u5e02\u573a\u201d\u53cc\u5411\u5339\u914d\u6a21\u578b\uff08\u6768\u6653\u96ef\u3001\u4faf\u677e\uff0c2021\uff09\uff0c\u5b8f\u89c2\u5c42\u9762\u5256\u6790\u56fd\u5bb6\u521b\u65b0\u4f53\u7cfb\u4e0e\u98a0\u8986\u6027\u6280\u672f\u6269\u6563\u7684\u8026\u5408\u89c4\u5f8b\uff08\u5f20\u7acb\u56fd\u7b49\uff0c2020\uff09\u3002<\/p>\n\n\n\n<p id=\"3LN1FGBL\"><strong>3.2\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7684\u9a71\u52a8\u56e0\u7d20<\/strong><\/p>\n\n\n\n<p id=\"3LN1FGBM\">\u5728\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7406\u8bba\u53d1\u5c55\u8109\u7edc\u4e2d\uff0cSchumpeter\uff081934\uff09\u63d0\u51fa\u4f01\u4e1a\u5bb6\u7cbe\u795e\u662f\u6280\u672f\u8dc3\u8fc1\u7684\u6838\u5fc3\u9a71\u52a8\u529b\uff0cChristensen\uff081997\uff09\u8fdb\u4e00\u6b65\u62d3\u5c55\u5e02\u573a\u9700\u6c42\u9a71\u52a8\u7406\u8bba\uff0c\u6307\u51fa\u4e3b\u6d41\u6280\u672f\u6027\u80fd\u8fc7\u5269\u50ac\u751f\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u673a\u4f1a\u3002\u4f5c\u4e3a\u65b0\u5174\u4ea7\u4e1a\u548c\u672a\u6765\u4ea7\u4e1a\u7684\u4ee3\u8868\uff0c\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u6df1\u5ea6\u878d\u5408\u65b0\u80fd\u6e90\u3001\u667a\u80fd\u7f51\u8054\u548c\u667a\u80fd\u5236\u9020\u7b49\u6838\u5fc3\u524d\u6cbf\u6280\u672f\u3002\u672c\u7814\u7a76\u4ece\u6280\u672f\u6f14\u8fdb\u3001\u5e02\u573a\u9700\u6c42\u6f14\u53d8\u548c\u653f\u7b56\u5236\u5ea6\u652f\u6301\u4e09\u4e2a\u65b9\u9762\uff0c\u63a2\u8ba8\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7684\u9a71\u52a8\u56e0\u7d20\u3002<\/p>\n\n\n\n<p id=\"3LN1FGBN\">3.2.1\u6280\u672f\u9a71\u52a8\u56e0\u7d20<\/p>\n\n\n\n<p id=\"3LN1FGBO\">\u6280\u672f\u4f5c\u4e3a\u9a71\u52a8\u79d1\u6280\u521b\u65b0\u7684\u6838\u5fc3\u529b\u91cf\uff0c\u5bf9\u7ecf\u6d4e\u548c\u793e\u4f1a\u7684\u7e41\u8363\u53d1\u5c55\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff08\u9648\u52b2\u3001\u5218\u6d77\u5175\uff0c2024\uff09\u3002\u81ea20\u4e16\u7eaa\u4e2d\u671f\uff0cSchumpeter\u63d0\u51fa\u6280\u672f\u521b\u65b0\u7ebf\u6027\u53d1\u5c55\u7406\u8bba\u4ee5\u6765\uff0c\u5b66\u754c\u666e\u904d\u8ba4\u540c\u6280\u672f\u6f14\u8fdb\u5bf9\u4ea7\u4e1a\u53d8\u9769\u7684\u9a71\u52a8\u4f5c\u7528\u3002Maddison\u8fdb\u4e00\u6b65\u63d0\u51fa\uff0c\u79d1\u5b66\u6280\u672f\u8fdb\u6b65\u7684\u52a0\u5feb\u663e\u8457\u63d0\u5347\u4e86\u521b\u65b0\u6548\u7387\u3002\u5728\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u9886\u57df\uff0c\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u8868\u73b0\u4e3a\u540e\u53d1\u4f01\u4e1a\u901a\u8fc7\u7a81\u7834\u6027\u6280\u672f\u5f15\u5165\uff0c\u4ece\u4f4e\u7aef\u6216\u8fb9\u7f18\u5e02\u573a\u5207\u5165\u5e76\u98a0\u8986\u91cd\u6784\u4ea7\u4e1a\u683c\u5c40\u7684\u521b\u65b0\u8303\u5f0f\uff0c\u5176\u6838\u5fc3\u7279\u5f81\u5177\u6709\u7a81\u53d8\u6027\u3001\u4e0d\u786e\u5b9a\u6027\u3001\u65f6\u6548\u6027\u3001\u8d85\u8d8a\u6027\u7b49\u591a\u79cd\u7279\u5f81\u3002\u57fa\u4e8e\u73b0\u6709\u6587\u732e\u68b3\u7406\uff0c\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u7684\u6280\u672f\u9a71\u52a8\u4f53\u73b0\u4e3a\u5173\u952e\u6838\u5fc3\u6280\u672f\u7684\u7a81\u7834\u3001\u8de8\u9886\u57df\u6280\u672f\u7684\u878d\u5408\u4ee5\u53ca\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\u4e09\u4e2a\u65b9\u9762\u3002<\/p>\n\n\n\n<p id=\"3LN1FGBP\">\u9996\u5148\uff0c\u5173\u952e\u6838\u5fc3\u6280\u672f\u7684\u7a81\u7834\u6027\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u4e86\u4f20\u7edf\u6c7d\u8f66\u4ea7\u4e1a\u7684\u6280\u672f\u67b6\u6784\u3002\u81ea\u52a8\u9a7e\u9a76\u7b97\u6cd5\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u73af\u5883\u611f\u77e5\u4e0e\u51b3\u7b56\u63a7\u5236\u7684\u667a\u80fd\u5316\u8dc3\u8fc1\uff08\u674e\u4e1c\u7ea2\u7b49\uff0c2021\uff09\uff0c\u800c\u8f66\u8054\u7f51V2X\u901a\u4fe1\u6280\u672f\u901a\u8fc7\u8f66\u8def\u534f\u540c\u63d0\u5347\u5b89\u5168\u6027\uff08Montanaro et al.\uff0c 2019\uff09\uff0c\u4f7f\u5355\u8f66\u667a\u80fd\u5411\u534f\u540c\u667a\u80fd\u8f6c\u53d8\u3002\u5176\u6b21\uff0c\u8de8\u9886\u57df\u6280\u672f\u878d\u5408\u4fc3\u8fdb\u591a\u7ef4\u5ea6\u521b\u65b0\u52bf\u80fd\u3002\u591a\u6e90\u4f20\u611f\u4e0e\u8f66\u8def\u534f\u540c\u7cfb\u7edf\u7b49\u6280\u672f\u7a81\u7834\u91cd\u6784\u6c7d\u8f66\u52a8\u529b\u4e0e\u63a7\u5236\u7cfb\u7edf\uff08\u5f20\u541b\u5170\uff0c2022\uff1b\u8d75\u6587\u535a\uff0c2022\uff09\uff0c5G\u901a\u4fe1\u4e0e\u6df1\u5ea6\u4fe1\u5ff5\u7f51\u7edc\u7b49AI\u6280\u672f\u9a71\u52a8\u81ea\u52a8\u9a7e\u9a76\u4ece\u6e10\u8fdb\u5f0f\u521b\u65b0\u5411\u7cfb\u7edf\u7ea7\u8dc3\u8fc1\uff08\u5f20\u9647\u5e73\u7b49\uff0c2023\uff09\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8\u9502\u7535\u6c60\u4e0e\u81ea\u52a8\u9a7e\u9a76\u7b97\u6cd5\u5bf9\u4f20\u7edf\u52a8\u529b\u7cfb\u7edf\u53ca\u5b89\u5168\u6807\u51c6\u7684\u98a0\u8986\uff08\u674e\u4e1c\u7ea2\u7b49\uff0c2021\uff09\u3002\u6700\u540e\uff0c\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\uff0c\u9ad8\u9636\u81ea\u52a8\u9a7e\u9a76\u9762\u4e34\u53ef\u9760\u6027\u4e0d\u8db3\u3001\u957f\u5c3e\u573a\u666f\u5904\u7406\u96be\u9898\uff0c\u9700\u4f9d\u8d56\u8fb9\u7f18\u8ba1\u7b97\u3001\u53ef\u89c1\u5149\u901a\u4fe1\u7b49\u65b0\u5174\u6280\u672f\u7a81\u7834\uff08\u848b\u745c\u6d01\u7b49\uff0c2021\uff09\uff0c\u5012\u903c\u4f01\u4e1a\u4e0d\u65ad\u8fdb\u884c\u6280\u672f\u521b\u65b0\uff0c\u5177\u5907\u66f4\u5f3a\u5927\u7684AI\u7b97\u6cd5\u3002<\/p>\n\n\n\n<p id=\"3LN1FGBQ\">3.2.2\u5e02\u573a\u9a71\u52a8\u56e0\u7d20<\/p>\n\n\n\n<p id=\"3LN1FGBR\">\u5e02\u573a\u9700\u6c42\u901a\u8fc7\u5f71\u54cd\u98a0\u8986\u6027\u6280\u672f\u7684\u521b\u65b0\u504f\u597d\u4e0e\u5dee\u5f02\u5316\u7279\u5f81\uff0c\u9a71\u52a8\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u4ea7\u4e1a\u7684\u6280\u672f\u521b\u65b0\u6f14\u5316\u8fdb\u7a0b\u3002\u5728\u6280\u672f\u521b\u65b0\u65b9\u9762\uff0c\u7cbe\u51c6\u628a\u63e1\u76ee\u6807\u5e02\u573a\u6d88\u8d39\u8005\u9700\u6c42\u662f\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u4f01\u4e1a\u5b9e\u73b0\u98a0\u8986\u6027\u6280\u672f\u7a81\u7834\u7684\u5fc5\u8981\u6761\u4ef6\u3002\u968f\u7740\u5e02\u573a\u4e0d\u65ad\u53d1\u5c55\uff0c\u6d88\u8d39\u8005\u5bf9\u98a0\u8986\u6027\u6280\u672f\u884d\u751f\u65b0\u4ea7\u54c1\u7684\u6027\u80fd\u8868\u73b0\u3001\u529f\u80fd\u591a\u6837\u6027\u4e0e\u52a8\u6001\u8fed\u4ee3\u9700\u6c42\u65e5\u76ca\u663e\u8457\u3002\u56e0\u6b64\uff0c\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u7684\u5e02\u573a\u9a71\u52a8\u529b\u4e3b\u8981\u8868\u73b0\u4e3a\u6d88\u8d39\u8005\u9700\u6c42\u6d1e\u5bdf\u3001\u4ea7\u4e1a\u94fe\u7ed3\u6784\u91cd\u6784\u4ee5\u53ca\u5546\u4e1a\u6a21\u5f0f\u521b\u65b0\u4e09\u4e2a\u65b9\u9762\u3002<\/p>\n\n\n\n<p id=\"3LN1FGBS\">\u9996\u5148\uff0c\u56fd\u5185\u5916\u5b66\u8005\u666e\u904d\u8ba4\u4e3a\u7ec8\u7aef\u5e02\u573a\u7684\u9700\u6c42\u6f14\u53d8\u662f\u6838\u5fc3\u9a71\u52a8\u529b\u3002Christensen\uff081995\uff09\u63d0\u51fa\u7684\u98a0\u8986\u6027\u521b\u65b0\u7406\u8bba\u6307\u51fa\uff0c\u65b0\u5174\u6280\u672f\u5f80\u5f80\u901a\u8fc7\u6ee1\u8db3\u8fb9\u7f18\u5e02\u573a\u9700\u6c42\u5b9e\u73b0\u7a81\u7834\u3002\u5728\u667a\u80fd\u7f51\u8054\u6c7d\u8f66\u9886\u57df\uff0c\u6d88\u8d39\u8005\u5bf9\u73af\u4fdd\u6027\u3001\u667a\u80fd\u5316\u53ca\u670d\u52a1\u5316\u7684\u529f\u80fd\u9700\u6c42\uff0c\u5f62\u6210\u5f3a\u5927\u5e02\u573a\u62c9\u529b\uff08\u90a2\u8def\u9065\uff0c2025\uff09\u3002\u4f46\u6d88\u8d39\u8005\u7684\u9700\u6c42\u4f53\u73b0\u4e3a\u8f83\u5f3a\u7684\u5730\u57df\u6027\u5dee\u5f02\uff08\u718a\u52c7\u6e05\u7b49\uff0c2019\uff09\uff0c\u8fd9\u79cd\u9700\u6c42\u5206\u5c42\u7279\u6027\u4f7f\u8f66\u4f01\u52a0\u5927\u5728\u611f\u77e5\u7b97\u6cd5\u3001\u8f66\u8def\u534f\u540c\u7b49\u9886\u57df\u7684\u7814\u53d1\u6295\u5165\u3002\u5176\u6b21\uff0c\u5e02\u573a\u8de8\u754c\u7ade\u4e89\u662f\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u53d1\u5c55\u7684\u91cd\u8981\u63a8\u52a8\u529b\u91cf\u3002\u4f20\u7edf\u8f66\u4f01\u9762\u4e34ICT\u4f01\u4e1a\u7684\u6280\u672f\u66ff\u4ee3\u5a01\u80c1\uff0c\u800c\u4e92\u8054\u7f51\u4f01\u4e1a\u901a\u8fc7V2X\u901a\u4fe1\u3001\u9ad8\u7cbe\u5730\u56fe\u7b49\u4f18\u52bf\u5207\u5165\u6c7d\u8f66\u4f9b\u5e94\u94fe\uff08\u6b66\u5efa\u9f99\uff0c2021\uff09\uff0c\u4fc3\u4f7f\u4e3b\u673a\u5382\u52a0\u5feb\u6280\u672f\u5e03\u5c40\uff08\u66f9\u9633\u6625\u7b49\uff0c2023\uff09\u3002\u6700\u540e\uff0c\u5546\u4e1a\u6a21\u5f0f\u521b\u65b0\u9a71\u52a8\u6280\u672f\u5546\u4e1a\u5316\u8def\u5f84\u8f6c\u578b\u3002\u6bd4\u4e9a\u8fea\u4e0e\u7279\u65af\u62c9\u5206\u522b\u901a\u8fc7\u4f4e\u7aef\u8de8\u754c\u548c\u9ad8\u7aef\u751f\u6001\u6a21\u5f0f\u5b9e\u73b0\u201c\u6362\u9053\u8d85\u8f66\u201d\uff08\u5f20\u67a2\u76db\u3001\u9648\u52b2\uff0c2023\uff09\uff0c\u5409\u5229\u6c7d\u8f66\u5219\u501f\u52a9\u6a21\u5757\u5316\u67b6\u6784\u5b8c\u6210\u4ece\u4f20\u7edf\u71c3\u6cb9\u8f66\u5411\u201c\u667a\u80fd\u5065\u5eb7\u751f\u6001\u201d\u7684\u6280\u672f\u8303\u5f0f\u8dc3\u8fc1\uff08\u5f20\u67a2\u76db\u7b49\uff0c2021\uff09\uff0c\u9610\u91ca\u201c\u6280\u672f\u2014\u5e02\u573a\u201d\u53cc\u5143\u534f\u540c\u7406\u8bba\u5bf9\u6280\u672f\u8fb9\u754c\u7684\u7a81\u7834\uff08\u5218\u5170\u5251\uff0c2016\uff1b\u738b\u5a9b\u7b49\uff0c2020\uff09\uff0c\u5e76\u501f\u52a9\u6280\u672f\u8d4b\u80fd\u4e0e\u4ea7\u4e1a\u96c6\u805a\u91cd\u6784\u4ea7\u4e1a\u683c\u5c40\uff08\u6b66\u5efa\u9f99\u3001\u5218\u5bb6\u6d0b\uff0c2016\uff1b\u82cf\u5c79\u3001\u4ed8\u5b81\u5b81\uff0c2023\uff09\u3002<\/p>\n\n\n\n<p id=\"3LN1FGBT\">3.2.3\u653f\u7b56\u9a71\u52a8\u56e0\u7d20<\/p>\n\n\n\n<p id=\"3LN1FGBU\">\u79d1\u6280\u521b\u65b0\u653f\u7b56\u901a\u8fc7\u6784\u5efa\u5916\u90e8\u73af\u5883\uff0c\u9a71\u52a8\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u3002\u5728\u4f9b\u7ed9\u4fa7\uff0c\u653f\u7b56\u4f9d\u6258\u79d1\u6280\u8ba1\u5212\uff0c\u4ee5\u8d22\u653f\u8865\u8d34\u3001\u91d1\u878d\u6295\u8d44\u548c\u7814\u53d1\u5e73\u53f0\u5efa\u8bbe\uff0c\u63a8\u52a8\u6280\u672f\u521b\u65b0\u4e0e\u5347\u7ea7\uff1b\u5728\u9700\u6c42\u4fa7\u5219\u501f\u52a9\u6d88\u8d39\u7a0e\u964d\u4f4e\u3001\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u7b49\u65b9\u5f0f\uff0c\u4fc3\u8fdb\u98a0\u8986\u6027\u6280\u672f\u9010\u6e10\u6e17\u900f\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u4ea7\u4e1a\u3002\u6b64\u5916\uff0c\u5728\u73af\u5883\u65b9\u9762\u901a\u8fc7\u5b8c\u5584\u884c\u4e1a\u6807\u51c6\u548c\u5e02\u573a\u89c4\u5219\uff0c\u5f15\u5bfc\u98a0\u8986\u6027\u6280\u672f\u4e0e\u4e3b\u6d41\u6280\u672f\u4e4b\u95f4\u7684\u826f\u6027\u7ade\u4e89\u3002\u4e09\u7c7b\u653f\u7b56\u534f\u540c\u8fdb\u884c\uff0c\u4e3a\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u53ca\u5173\u952e\u6838\u5fc3\u6280\u672f\u653b\u5173\u7b49\u5960\u5b9a\u57fa\u7840\uff0c\u5b9e\u73b0\u4ece\u6280\u672f\u7814\u53d1\u5230\u5e02\u573a\u5e94\u7528\u7684\u5168\u94fe\u6761\u9a71\u52a8\u3002<\/p>\n\n\n\n<p id=\"3LN1FGBV\">\u9996\u5148\uff0c\u4ea7\u4e1a\u653f\u7b56\u901a\u8fc7\u6218\u7565\u89c4\u5212\u9501\u5b9a\u6280\u672f\u8f68\u9053\u3002\u6211\u56fd\u300a\u667a\u80fd\u6c7d\u8f66\u521b\u65b0\u53d1\u5c55\u6218\u7565\u300b\u89c4\u5212\u81ea\u52a8\u9a7e\u9a76\u3001\u8f66\u8def\u534f\u540c\u7b49\u5173\u952e\u6280\u672f\u7a81\u7834\u8def\u5f84\uff08\u5b59\u7389\u6d9b\u7b49\uff0c2022\uff09\uff0c\u5f62\u6210\u201c\u6280\u672f\u653b\u5173-\u573a\u666f\u9a8c\u8bc1-\u5546\u4e1a\u5316\u843d\u5730\u201d\u7684\u5168\u94fe\u6761\u653f\u7b56\u5f15\u5bfc\u3002\u540c\u65f6\uff0c\u957f\u4e09\u89d2\u6d4b\u8bd5\u793a\u8303\u533a\u53ca\u5730\u65b9\u653f\u5e9c\u51fa\u53f0\u4e13\u9879\u653f\u7b56\uff0c\u4fc3\u8fdb\u6280\u672f\u6269\u6563\u7f51\u7edc\u5f62\u6210\uff08\u82cf\u5c79\u7b49\uff0c2023\uff09\uff0c\u5f62\u6210\u5dee\u5f02\u5316\u6280\u672f\u7a81\u7834\u8def\u5f84\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u201c\u6276\u6301\u6027\u201d\u653f\u7b56\u964d\u4f4e\u4f01\u4e1a\u6295\u5165\u98ce\u9669\uff0c\u800c\u201c\u95e8\u69db\u6027\u201d\u653f\u7b56\u5012\u903c\u6280\u672f\u5546\u4e1a\u5316\uff08\u5218\u548c\u65fa\u7b49\uff0c2023\uff09\uff0c\u8fd9\u4e9b\u521b\u65b0\u6027\u653f\u7b56\u5de5\u5177\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u6fc0\u53d1\u4f01\u4e1a\u6280\u672f\u5347\u7ea7\u52a8\u529b\uff08\u8d3a\u6b63\u695a\uff0c2018\uff09\u3002\u5176\u6b21\uff0c\u901a\u8fc7\u7edf\u4e00\u901a\u4fe1\u534f\u8bae\u63a8\u52a8\u8f66\u8def\u534f\u540c\u6280\u672f\u89c4\u6a21\u5316\u5e94\u7528\uff0c\u5f00\u653e\u4e13\u5229\u6218\u7565\u6784\u5efa\u6280\u672f\u751f\u6001\uff08Jin et al.\uff0c 2024\uff1b\u5f20\u8def\u84ec\u7b49\uff0c2018\uff09\u3002\u800c\u653f\u5e9c\u901a\u8fc7\u4e13\u5229\u5f3a\u5236\u8bb8\u53ef\u3001\u7f29\u77ed\u5ba1\u67e5\u5468\u671f\u7b49\u5236\u5ea6\u8bbe\u8ba1\uff0c\u964d\u4f4e\u540e\u53d1\u4f01\u4e1a\u6280\u672f\u83b7\u53d6\u6210\u672c\u3002\u6700\u540e\uff0c\u76d1\u7ba1\u6c99\u76d2\u5236\u5ea6\u901a\u8fc7\u9650\u5b9a\u573a\u666f\u3001\u8c41\u514d\u90e8\u5206\u6cd5\u89c4\u5141\u8bb8\u6280\u672f\u8bd5\u9519\uff08\u738b\u5bb6\u5b9d\uff0c2010\uff09\uff0c\u5e73\u8861\u521b\u65b0\u6fc0\u52b1\u4e0e\u98ce\u9669\u7ba1\u63a7\uff08\u4faf\u90ed\u5792\uff0c2018\uff09\u3002\u6b64\u5916\uff0c\u5404\u56fd\u901a\u8fc7\u4e13\u9879\u8ba1\u5212\u4e0e\u4ea7\u5b66\u7814\u5408\u4f5c\u653b\u514b\u201c\u5361\u8116\u5b50\u201d\u6280\u672f\uff0c\u5b9e\u73b0\u6280\u672f\u4ece\u7814\u53d1\u5230\u5546\u4e1a\u5316\u7684\u8f6c\u53d8\uff08\u90b5\u4e91\u98de\u7b49\uff0c2024\uff1b\u4faf\u51a0\u5b87\u7b49\uff0c2025\uff09\u3002<\/p>\n\n\n\n<p id=\"3LN1FGC1\"><strong>3.3\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u98a0\u8986\u6027\u6280\u672f\u7684\u6f14\u5316\u8def\u5f84<\/strong><\/p>\n\n\n\n<p id=\"3LN1FGC2\">\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u5448\u73b0\u975e\u7ebf\u6027\u6f14\u5316\u7279\u5f81\uff0c\u521d\u671f\u6027\u80fd\u52a3\u52bf\uff08Christensen\uff0c 1995\uff09\u3001\u4e2d\u671f\u6280\u672f-\u5e02\u573a\u9002\u914d\uff08Adner\uff0c 2002\uff09\u3001\u540e\u671f\u751f\u6001\u4f4d\u6269\u5f20\uff08Ozalp et al.\uff0c 2022\uff09\u3002\u52a8\u6001\u80fd\u529b\u7406\u8bba\u4e0e\u521b\u65b0\u751f\u6001\u7cfb\u7edf\u7406\u8bba\u4e3a\u89e3\u6784\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u7684\u6f14\u5316\u8def\u5f84\u63d0\u4f9b\u4e86\u5173\u952e\u652f\u6491\u3002\u524d\u8005\u5f3a\u8c03\u4f01\u4e1a\u901a\u8fc7\u6280\u672f\u673a\u4f1a\u8bc6\u522b\u3001\u8de8\u9886\u57df\u8d44\u6e90\u6574\u5408\u4e0e\u751f\u6001\u5e73\u53f0\u91cd\u6784\u7684\u4e09\u9636\u6bb5\u8dc3\u8fc1\u5b9e\u73b0\u98a0\u8986\u6027\u521b\u65b0\uff08\u5510\u65b9\u6210\u7b49\uff0c2022\uff09\u3002\u540e\u8005\u63ed\u793a\u5176\u6f14\u5316\u8def\u5f84\u65e2\u53d7\u653f\u7b56\u9a71\u52a8\uff0c\u4e5f\u4f9d\u8d56\u4f01\u4e1a\u4ece\u6e10\u8fdb\u521b\u65b0\u5411\u751f\u6001\u62d3\u5c55\u7684\u6218\u7565\u8dc3\u8fc1\uff08\u738b\u5b8f\u8d77\u7b49\uff0c2016\uff1b\u8d75\u5929\u4e00\u7b49\uff0c2023\uff09\u3002\u57fa\u4e8e\u98a0\u8986\u6027\u6280\u672f\u7684\u7279\u5f81\uff0c\u5c06\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\u6f14\u5316\u8fc7\u7a0b\u5212\u5206\u4e3a\u98a0\u8986\u6027\u63a2\u7d22\u3001\u5f00\u62d3\u548c\u7206\u53d1\u4e09\u4e2a\u9636\u6bb5\uff08\u5f20\u67a2\u76db\u3001\u9648\u52b2\uff0c2023\uff09\u3002<\/p>\n\n\n\n<p id=\"3LN1FGC3\">3.3.1\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u98a0\u8986\u6027\u63a2\u7d22\u9636\u6bb5<\/p>\n\n\n\n<p id=\"3LN1FGC4\">\u667a\u80fd\u7f51\u8054\u6280\u672f\u4f5c\u4e3a\u98a0\u8986\u6027\u521b\u65b0\u7684\u6838\u5fc3\u5f15\u64ce\uff0c\u9a71\u52a8\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u7b49\u6218\u7565\u6027\u65b0\u5174\u4ea7\u4e1a\u53d1\u5c55\uff0c\u4ece\u6839\u672c\u4e0a\u5bf9\u4f20\u7edf\u6280\u672f\u548c\u4ea7\u4e1a\u8fdb\u884c\u201c\u521b\u9020\u6027\u7834\u574f\u201d\u3002\u76f8\u8f83\u4e8e\u7279\u65af\u62c9\u201c\u9ad8\u4f4d\u5f15\u9886\u2014\u9ad8\u4f4d\u8de8\u8d8a\u201d\u7684\u9ad8\u7aef\u98a0\u8986\u6027\u8dc3\u8fc1\u8303\u5f0f\uff0c\u56fd\u5185\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u591a\u4e3a\u4f4e\u7aef\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\uff08\u4f55\u742a\u7b49\uff0c2025\uff09\u3002\u5728\u98a0\u8986\u6027\u63a2\u7d22\u9636\u6bb5\uff0c\u667a\u80fd\u7f51\u8054\u65b0\u80fd\u6e90\u6c7d\u8f66\u6280\u672f\u521b\u65b0\u5448\u73b0\u975e\u8fde\u7eed\u6027\u4e0e\u8fb9\u7f18\u6027\u7279\u5f81\uff0c\u6280\u672f\u7a81\u7834\u9075\u5faa\u201c\u4f4e\u7aef\u7834\u574f\u201d\u8def\u5f84\u3002\u4f01\u4e1a\u57fa\u4e8e\u201c\u6027\u80fd\u53d6\u820d\u201d\u7b56\u7565\uff08Nagy\uff0c2016\uff09\uff0c\u9009\u62e9\u975e\u4e3b\u6d41\u6280\u672f\u8def\u7ebf\uff0c\u6709\u6548\u6355\u6349\u6280\u672f\u6ea2\u51fa\u673a\u4f1a\u3002\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\uff0c\u5176\u9ad8\u5ea6\u4f9d\u8d56\u611f\u77e5\u3001\u51b3\u7b56\u548c\u63a7\u5236\u7b49\u591a\u6280\u672f\u878d\u5408\uff0c\u4ece\u800c\u91cd\u6784\u4e86\u4f20\u7edf\u6c7d\u8f66\u7684\u6280\u672f\u7ed3\u6784\uff08Schwarting et al.\uff0c 2018\uff09\u3002\u57fa\u4e8e\u6b64\uff0c\u73b0\u9636\u6bb5\u4ee5\u6e10\u8fdb\u5f0f\u3001\u7a81\u7834\u5f0f\u548c\u6df7\u5408\u5f0f\u8ffd\u8d76\u8def\u5f84\uff0c\u5f3a\u8c03\u6280\u672f\u79ef\u7d2f\u4e0e\u5e02\u573a\u5b9a\u4f4d\uff08\u90a2\u6587\u51e4\uff0c2016\uff09\u3002<\/p>\n\n\n\n<p 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