{"id":76215,"date":"2026-02-21T23:17:25","date_gmt":"2026-02-21T15:17:25","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/76215.html"},"modified":"2026-02-21T23:17:25","modified_gmt":"2026-02-21T15:17:25","slug":"%e8%80%83%e8%99%91%e7%a2%b3%e4%ba%a4%e6%98%93%e4%b8%8e%e7%94%b5%e7%bd%91%e4%ba%a4%e4%ba%92%e6%b3%a2%e5%8a%a8%e6%83%a9%e7%bd%9a%e7%9a%84%e5%85%b1%e4%ba%ab%e5%82%a8%e8%83%bd%e7%94%b5%e7%ab%99%e4%bc%98","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/76215.html","title":{"rendered":"\u8003\u8651\u78b3\u4ea4\u6613\u4e0e\u7535\u7f51\u4ea4\u4e92\u6ce2\u52a8\u60e9\u7f5a\u7684\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u4f18\u5316\u914d\u7f6e\u4e0e\u8c03\u5ea6\u6a21\u578b\u7814\u7a76\uff08Matlab\u4ee3\u7801\u5b9e\u73b0\uff09"},"content":{"rendered":"

\u00a0\u00a0\u00a0\u00a0💥💥💞💞\u6b22\u8fce\u6765\u5230\u672c\u535a\u5ba2\u2764\ufe0f\u2764\ufe0f💥💥<\/p>\n<\/p>\n<\/p>\n

🏆\u535a\u4e3b\u4f18\u52bf：🌞🌞🌞\u535a\u5ba2\u5185\u5bb9\u5c3d\u91cf\u505a\u5230\u601d\u7ef4\u7f1c\u5bc6，\u903b\u8f91\u6e05\u6670，\u4e3a\u4e86\u65b9\u4fbf\u8bfb\u8005\u3002<\/p>\n<\/p>\n

\u26f3\ufe0f\u5ea7\u53f3\u94ed：\u884c\u767e\u91cc\u8005，\u534a\u4e8e\u4e5d\u5341\u3002<\/p>\n<\/p>\n

📋📋📋\u672c\u6587\u5185\u5bb9\u5982\u4e0b：🎁🎁🎁<\/p>\n

\n

\u00a0\u26f3\ufe0f\u8d60\u4e0e\u8bfb\u8005<\/h3>\n

👨\u200d💻\u505a\u79d1\u7814，\u6d89\u53ca\u5230\u4e00\u4e2a\u6df1\u5728\u7684\u601d\u60f3\u7cfb\u7edf，\u9700\u8981\u79d1\u7814\u8005\u903b\u8f91\u7f1c\u5bc6，\u8e0f\u5b9e\u8ba4\u771f，\u4f46\u662f\u4e0d\u80fd\u53ea\u662f\u52aa\u529b，\u5f88\u591a\u65f6\u5019\u501f\u529b\u6bd4\u52aa\u529b\u66f4\u91cd\u8981，\u7136\u540e\u8fd8\u8981\u6709\u4ef0\u671b\u661f\u7a7a\u7684\u521b\u65b0\u70b9\u548c\u542f\u53d1\u70b9\u3002\u5efa\u8bae\u8bfb\u8005\u6309\u76ee\u5f55\u6b21\u5e8f\u9010\u4e00\u6d4f\u89c8，\u514d\u5f97\u9aa4\u7136\u8dcc\u5165\u5e7d\u6697\u7684\u8ff7\u5bab\u627e\u4e0d\u5230\u6765\u65f6\u7684\u8def，\u5b83\u4e0d\u8db3\u4e3a\u4f60\u63ed\u793a\u5168\u90e8\u95ee\u9898\u7684\u7b54\u6848，\u4f46\u82e5\u80fd\u89e3\u7b54\u4f60\u80f8\u4e2d\u5347\u8d77\u7684\u4e00\u6735\u6735\u7591\u4e91，\u4e5f\u672a\u5c1d\u4e0d\u4f1a\u917f\u6210\u665a\u971e\u6591\u6593\u7684\u522b\u4e00\u756a\u666f\u81f4，\u4e07\u4e00\u5b83\u7ed9\u4f60\u5e26\u6765\u4e86\u4e00\u573a\u7cbe\u795e\u4e16\u754c\u7684\u82e6\u96e8，\u90a3\u5c31\u501f\u673a\u6d17\u5237\u4e00\u4e0b\u539f\u6765\u5b58\u653e\u5728\u90a3\u513f\u7684\u201c\u8eba\u5e73\u201d\u4e0a\u7684\u5c18\u57c3\u5427\u3002<\/p>\n

\u00a0 \u00a0 \u00a0\u6216\u8bb8，\u96e8\u8fc7\u4e91\u6536，\u795e\u9a70\u7684\u5929\u5730\u66f4\u6e05\u6717…….🔎🔎🔎<\/p>\n

💥\u7b2c\u4e00\u90e8\u5206\u2014\u2014\u5185\u5bb9\u4ecb\u7ecd<\/h3>\n

\u8003\u8651\u78b3\u4ea4\u6613\u4e0e\u7535\u7f51\u4ea4\u4e92\u6ce2\u52a8\u60e9\u7f5a\u7684\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u4f18\u5316\u914d\u7f6e\u4e0e\u8c03\u5ea6\u6a21\u578b\u7814\u7a76<\/h2>\n

\u6458\u8981：\u672c\u6587\u805a\u7126\u4e8e\u591a\u7528\u6237\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u5bb9\u91cf\u914d\u7f6e\u4e0e\u8fd0\u884c\u8c03\u5ea6\u534f\u540c\u4f18\u5316\u95ee\u9898\u3002\u5728\u4f20\u7edf\u7ecf\u6d4e\u6027\u76ee\u6807\u57fa\u7840\u4e0a，\u521b\u65b0\u6027\u5730\u5f15\u5165\u78b3\u4ea4\u6613\u673a\u5236\u4e0e\u7535\u7f51\u4ea4\u4e92\u529f\u7387\u6ce2\u52a8\u60e9\u7f5a\u673a\u5236，\u6784\u5efa\u4e86\u5b9e\u73b0\u7ecf\u6d4e\u6548\u76ca\u3001\u73af\u5883\u6548\u76ca\u4e0e\u7535\u7f51\u53cb\u597d\u6027\u591a\u76ee\u6807\u534f\u540c\u4f18\u5316\u7684\u6a21\u578b\u3002\u8be5\u6a21\u578b\u8003\u8651\u591a\u4e2a\u914d\u5907\u5206\u5e03\u5f0f\u7535\u6e90\u7684\u7528\u6237\u63a5\u5165\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u573a\u666f，\u8be6\u7ec6\u9610\u8ff0\u4e86\u76ee\u6807\u51fd\u6570\u6784\u6210\u3001\u51b3\u7b56\u53d8\u91cf\u3001\u7ea6\u675f\u6761\u4ef6\u53ca\u6c42\u89e3\u65b9\u6cd5\u3002\u901a\u8fc7\u5b9e\u4f8b\u5206\u6790，\u9a8c\u8bc1\u4e86\u6a21\u578b\u7684\u6709\u6548\u6027，\u5e76\u63a2\u8ba8\u4e86\u78b3\u4ea4\u6613\u4ef7\u683c\u3001\u6ce2\u52a8\u60e9\u7f5a\u7cfb\u6570\u548c\u78b3\u6392\u653e\u914d\u989d\u6bd4\u4f8b\u7b49\u53c2\u6570\u5bf9\u50a8\u80fd\u914d\u7f6e\u5bb9\u91cf\u4e0e\u603b\u6210\u672c\u7684\u5f71\u54cd\u89c4\u5f8b\u3002\u7814\u7a76\u8868\u660e，\u672c\u6a21\u578b\u5177\u6709\u591a\u76ee\u6807\u534f\u540c\u4f18\u5316\u3001\u78b3\u4ea4\u6613\u673a\u5236\u521b\u65b0\u3001\u7535\u7f51\u53cb\u597d\u6027\u8bbe\u8ba1\u548c\u7ebf\u6027\u5316\u5efa\u6a21\u6280\u672f\u7b49\u4f18\u52bf，\u4e3a\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u4f18\u5316\u914d\u7f6e\u4e0e\u8c03\u5ea6\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\u548c\u65b9\u6cd5\u3002<\/p>\n

\u5173\u952e\u8bcd：\u5171\u4eab\u50a8\u80fd\u7535\u7ad9；\u78b3\u4ea4\u6613\u673a\u5236；\u7535\u7f51\u4ea4\u4e92\u529f\u7387\u6ce2\u52a8\u60e9\u7f5a；\u591a\u76ee\u6807\u534f\u540c\u4f18\u5316；\u6df7\u5408\u6574\u6570\u7ebf\u6027\u89c4\u5212<\/p>\n

\u4e00\u3001\u5f15\u8a00<\/h3>\n

\u968f\u7740\u80fd\u6e90\u8f6c\u578b\u548c\u5206\u5e03\u5f0f\u80fd\u6e90\u7684\u5927\u89c4\u6a21\u63a5\u5165，\u50a8\u80fd\u6280\u672f\u5728\u7535\u529b\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u65e5\u76ca\u5e7f\u6cdb\u3002\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u4f5c\u4e3a\u4e00\u79cd\u65b0\u578b\u50a8\u80fd\u5546\u4e1a\u6a21\u5f0f，\u5141\u8bb8\u591a\u4e2a\u7528\u6237\u5171\u540c\u6295\u8d44\u5efa\u8bbe\u548c\u4f7f\u7528\u50a8\u80fd\u8bbe\u65bd，\u901a\u8fc7\u89c4\u6a21\u6548\u5e94\u964d\u4f4e\u6295\u8d44\u6210\u672c，\u540c\u65f6\u901a\u8fc7\u4f18\u5316\u8c03\u5ea6\u5b9e\u73b0\u7528\u6237\u95f4\u7684\u80fd\u91cf\u4e92\u8865，\u63d0\u9ad8\u50a8\u80fd\u8bbe\u65bd\u7684\u5229\u7528\u6548\u7387\u3002\u7136\u800c，\u4f20\u7edf\u7684\u5171\u4eab\u50a8\u80fd\u4f18\u5316\u914d\u7f6e\u4e0e\u8c03\u5ea6\u6a21\u578b\u4e3b\u8981\u5173\u6ce8\u7ecf\u6d4e\u6548\u76ca，\u5ffd\u89c6\u4e86\u73af\u5883\u6548\u76ca\u548c\u7535\u7f51\u53cb\u597d\u6027\u3002\u5728\u56fd\u5bb6\u201c\u53cc\u78b3\u201d\u6218\u7565\u76ee\u6807\u7684\u80cc\u666f\u4e0b，\u5982\u4f55\u5b9e\u73b0\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u7ecf\u6d4e\u3001\u73af\u5883\u4e0e\u7535\u7f51\u53cb\u597d\u6027\u591a\u76ee\u6807\u534f\u540c\u4f18\u5316\u6210\u4e3a\u4e9f\u5f85\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n

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\u4e8c\u3001\u6a21\u578b\u6784\u5efa<\/h3>\n

2.1 \u7cfb\u7edf\u63cf\u8ff0<\/h4>\n

\u672c\u6a21\u578b\u8003\u8651\u7684\u7cfb\u7edf\u5305\u542b\u591a\u4e2a\u7535\u529b\u7528\u6237（\u5982\u5de5\u4e1a\u7528\u6237\u3001\u5546\u4e1a\u7528\u6237\u7b49），\u6bcf\u4e2a\u7528\u6237\u914d\u5907\u5206\u5e03\u5f0f\u5149\u4f0f\u53d1\u7535\u548c\u98ce\u529b\u53d1\u7535\u8bbe\u5907，\u540c\u65f6\u63a5\u5165\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u8fdb\u884c\u80fd\u91cf\u7ba1\u7406\u3002\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u4e3a\u591a\u4e2a\u7528\u6237\u63d0\u4f9b\u50a8\u80fd\u670d\u52a1，\u7528\u6237\u6839\u636e\u81ea\u8eab\u9700\u6c42\u5411\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u8fdb\u884c\u5145\u653e\u7535\u64cd\u4f5c，\u5e76\u4e0e\u7535\u7f51\u8fdb\u884c\u7535\u80fd\u4ea4\u4e92\u3002<\/p>\n

2.2 \u76ee\u6807\u51fd\u6570<\/h4>\n

\u6a21\u578b\u4ee5\u591a\u4e2a\u7528\u6237\u572896\u4e2a\u65f6\u6bb5\u5185\u7684\u603b\u6210\u672c\u6700\u5c0f\u5316\u4e3a\u76ee\u6807，\u603b\u6210\u672c\u7531\u4ee5\u4e0b\u4e94\u90e8\u5206\u6784\u6210：<\/p>\n

  • \u8d2d\u7535\u8d39\u7528\u51cf\u53bb\u552e\u7535\u6536\u5165（C1）：\u57fa\u4e8e\u5cf0 – \u5e73 – \u8c37\u7535\u4ef7\u03b3\u548c\u552e\u7535\u4ef7\u683c\u03b3_sell，\u8ba1\u7b97\u7528\u6237\u5728\u5404\u65f6\u6bb5\u7684\u8d2d\u7535\u8d39\u7528\u548c\u552e\u7535\u6536\u5165，\u4e24\u8005\u4e4b\u5dee\u5373\u4e3aC1\u3002<\/li>\n
  • \u7528\u6237\u5411\u5171\u4eab\u50a8\u80fd\u7f34\u7eb3\u7684\u670d\u52a1\u8d39（C2）：\u6839\u636eservice_fee\u8ba1\u7b97\u7528\u6237\u5411\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7f34\u7eb3\u7684\u670d\u52a1\u8d39\u7528\u3002<\/li>\n
  • \u78b3\u4ea4\u6613\u6210\u672c（C3）：\u7531\u5b9e\u9645\u8d2d\u7535\u78b3\u6392\u653e\u4e0e\u914d\u989d\u4e4b\u5dee\u4e58\u4ee5\u78b3\u4ea4\u6613\u4ef7\u683ccarbon_price\u5f97\u5230\u3002\u78b3\u4ea4\u6613\u673a\u5236\u7684\u5f15\u5165\u4f7f\u5f97\u7528\u6237\u5728\u8d2d\u7535\u51b3\u7b56\u65f6\u9700\u8981\u8003\u8651\u78b3\u6392\u653e\u6210\u672c，\u6fc0\u52b1\u7528\u6237\u66f4\u591a\u5730\u4f7f\u7528\u53ef\u518d\u751f\u80fd\u6e90\u548c\u50a8\u80fd\u8bbe\u65bd\u3002<\/li>\n
  • \u50a8\u80fd\u5bff\u547d\u8870\u51cf\u6210\u672c（C4）：\u57fa\u4e8e\u541e\u5410\u91cf\u4e58\u4ee5\u5bff\u547d\u8870\u51cf\u7cfb\u6570life_cost_factor\u8ba1\u7b97\u50a8\u80fd\u5bff\u547d\u8870\u51cf\u6210\u672c\u3002\u50a8\u80fd\u7684\u9891\u7e41\u5145\u653e\u7535\u4f1a\u5bfc\u81f4\u5176\u5bff\u547d\u8870\u51cf，\u8be5\u6210\u672c\u9879\u8003\u8651\u4e86\u50a8\u80fd\u7684\u4f7f\u7528\u6210\u672c\u3002<\/li>\n
  • \u7535\u7f51\u4ea4\u4e92\u529f\u7387\u6ce2\u52a8\u60e9\u7f5a\u9879（C_wave）：\u7531\u76f8\u90bb\u65f6\u6bb5\u51c0\u4ea4\u6362\u529f\u7387\u53d8\u5316\u7edd\u5bf9\u503c\u4e58\u4ee5\u60e9\u7f5a\u7cfb\u6570wave_penalty\u6784\u6210\u3002\u5f15\u5165\u8be5\u60e9\u7f5a\u9879\u53ef\u4ee5\u6709\u6548\u6291\u5236\u7528\u6237\u7fa4\u4e0e\u7535\u7f51\u4ea4\u4e92\u529f\u7387\u7684\u5267\u70c8\u6ce2\u52a8，\u63d0\u9ad8\u7cfb\u7edf\u7684\u7535\u7f51\u53cb\u597d\u6027\u3002<\/li>\n

    \u76ee\u6807\u51fd\u6570\u53ef\u8868\u793a\u4e3a：min\u00a0C=C1+C2+C3+C4+C_wave<\/p>\n

    2.3 \u51b3\u7b56\u53d8\u91cf<\/h4>\n
  • \u7528\u6237\u4fa7\u51b3\u7b56\u53d8\u91cf：\u5404\u7528\u6237\u5728\u5404\u65f6\u6bb5\u7684\u8d2d\u7535\u529f\u7387（P_grid）\u3001\u552e\u7535\u529f\u7387（P_sell）\u3001\u50a8\u80fd\u653e\u7535\u529f\u7387（P_ess_b）\u3001\u50a8\u80fd\u5145\u7535\u529f\u7387（P_ess_s）\u53ca\u5176\u5bf9\u5e94\u7684\u4e8c\u8fdb\u5236\u72b6\u6001\u53d8\u91cf（U_sell, U_ess_b, U_ess_s）\u3002<\/li>\n
  • \u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u4fa7\u51b3\u7b56\u53d8\u91cf：\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u8377\u7535\u72b6\u6001（E）\u3001\u5145\u653e\u7535\u529f\u7387（P_abs, P_relea）\u3001\u5bb9\u91cf\u914d\u7f6e（E_max）\u3001\u529f\u7387\u914d\u7f6e（P_max）\u4ee5\u53ca\u76f8\u5e94\u7684\u5145\u653e\u7535\u72b6\u6001\u4f4d（U_abs, U_relea）\u3002<\/li>\n

    2.4 \u7ea6\u675f\u6761\u4ef6<\/h4>\n
  • \u7528\u6237\u529f\u7387\u5e73\u8861\u7ea6\u675f：\u7528\u6237\u5728\u5404\u65f6\u6bb5\u7684\u529f\u7387\u5e73\u8861\u9700\u6ee1\u8db3\u5149\u4f0fP_pv\u3001\u98ce\u7535P_wind\u3001\u8d2d\u552e\u7535\u3001\u50a8\u80fd\u5145\u653e\u7535\u4e0e\u8d1f\u8377P_load\u7684\u5e73\u8861\u5173\u7cfb\u3002<\/li>\n
  • \u50a8\u80fd\u8377\u7535\u72b6\u6001\u8fde\u7eed\u6027\u53ca\u4e0a\u4e0b\u9650\u7ea6\u675f：\u50a8\u80fd\u8377\u7535\u72b6\u6001\u9700\u6ee1\u8db3\u8fde\u7eed\u6027\u8981\u6c42，\u4e14\u57280.1 – 0.9\u500dE_max\u7684\u8303\u56f4\u5185\u3002<\/li>\n
  • \u5145\u653e\u7535\u4e92\u65a5\u7ea6\u675f：\u50a8\u80fd\u5728\u540c\u4e00\u65f6\u6bb5\u4e0d\u80fd\u540c\u65f6\u8fdb\u884c\u5145\u7535\u548c\u653e\u7535\u64cd\u4f5c\u3002<\/li>\n
  • \u8d2d\u552e\u7535\u4e92\u65a5\u7ea6\u675f：\u7528\u6237\u5728\u540c\u4e00\u65f6\u6bb5\u4e0d\u80fd\u540c\u65f6\u8fdb\u884c\u8d2d\u7535\u548c\u552e\u7535\u64cd\u4f5c\u3002<\/li>\n
  • \u4e8c\u8fdb\u5236\u53d8\u91cf\u5904\u7406\u7ea6\u675f：\u5f15\u5165Big – M\u6cd5\u5904\u7406\u4e8c\u8fdb\u5236\u53d8\u91cf，\u5c06\u975e\u7ebf\u6027\u7ea6\u675f\u8f6c\u5316\u4e3a\u7ebf\u6027\u7ea6\u675f\u3002<\/li>\n
  • \u7535\u7f51\u4ea4\u4e92\u529f\u7387\u6ce2\u52a8\u7edd\u5bf9\u503c\u7ebf\u6027\u5316\u7ea6\u675f：\u5f15\u5165\u8f85\u52a9\u53d8\u91cfwave_delta\u5bf9\u76f8\u90bb\u65f6\u6bb5\u51c0\u4ea4\u6362\u529f\u7387\u7684\u6ce2\u52a8\u7edd\u5bf9\u503c\u8fdb\u884c\u7ebf\u6027\u5316\u5904\u7406，\u5e76\u5c06\u5176\u878d\u5165\u7ea6\u675f\u4f53\u7cfb\u3002<\/li>\n

    \u4e09\u3001\u6a21\u578b\u6c42\u89e3\u65b9\u6cd5<\/h3>\n

    \u672c\u6a21\u578b\u91c7\u7528\u6df7\u5408\u6574\u6570\u7ebf\u6027\u89c4\u5212\u65b9\u6cd5，\u8c03\u7528PULP_CBC_CMD\u6c42\u89e3\u5668\u8fdb\u884c\u4f18\u5316\u6c42\u89e3\u3002\u6df7\u5408\u6574\u6570\u7ebf\u6027\u89c4\u5212\u65b9\u6cd5\u80fd\u591f\u5904\u7406\u6a21\u578b\u4e2d\u7684\u6574\u6570\u53d8\u91cf\u548c\u7ebf\u6027\u7ea6\u675f，\u4fdd\u8bc1\u6c42\u89e3\u7684\u6548\u7387\u548c\u4f18\u5316\u7ed3\u679c\u7684\u5168\u5c40\u6700\u4f18\u6027\u3002\u901a\u8fc7\u5c06\u975e\u7ebf\u6027\u7ea6\u675f\u8fdb\u884c\u7ebf\u6027\u5316\u5904\u7406，\u4f7f\u5f97\u6a21\u578b\u53ef\u4ee5\u91c7\u7528\u6210\u719f\u7684\u6c42\u89e3\u5668\u8fdb\u884c\u6c42\u89e3，\u4e3a\u6a21\u578b\u7684\u5b9e\u9645\u5e94\u7528\u5960\u5b9a\u4e86\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u3002<\/p>\n

    \u56db\u3001\u5b9e\u4f8b\u5206\u6790<\/h3>\n

    4.1 \u53c2\u6570\u8bbe\u7f6e<\/h4>\n

    \u5047\u8bbe\u7cfb\u7edf\u4e2d\u6709num_users = 3\u4e2a\u7528\u6237，\u6bcf\u4e2a\u7528\u6237\u914d\u5907\u4e00\u5b9a\u5bb9\u91cf\u7684\u5206\u5e03\u5f0f\u5149\u4f0f\u548c\u98ce\u529b\u53d1\u7535\u8bbe\u5907，\u8d1f\u8377\u9700\u6c42\u4e5f\u5404\u4e0d\u76f8\u540c\u3002\u8bbe\u7f6e\u5cf0 – \u5e73 – \u8c37\u7535\u4ef7\u03b3\u3001\u552e\u7535\u4ef7\u683c\u03b3_sell\u3001service_fee\u3001carbon_price\u3001life_cost_factor\u3001wave_penalty\u7b49\u53c2\u6570，\u540c\u65f6\u8bbe\u5b9a\u78b3\u6392\u653e\u914d\u989d\u6bd4\u4f8bquota_factor\u3002\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u521d\u59cb\u5bb9\u91cf\u914d\u7f6e\u548c\u529f\u7387\u914d\u7f6e\u8bbe\u4e3a\u5f85\u4f18\u5316\u53d8\u91cf\u3002<\/p>\n

    4.2 \u6c42\u89e3\u7ed3\u679c<\/h4>\n

    \u8c03\u7528PULP_CBC_CMD\u6c42\u89e3\u5668\u5bf9\u6a21\u578b\u8fdb\u884c\u6c42\u89e3，\u63d0\u53d6\u5173\u952e\u7ed3\u679c，\u5982E_max_value（\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u6700\u4f18\u5bb9\u91cf\u914d\u7f6e）\u3001P_max_value（\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u6700\u4f18\u529f\u7387\u914d\u7f6e）\u3002\u5bf9\u5404\u7528\u6237\u7684\u529f\u7387\u5e73\u8861\u3001\u6210\u672c\u6784\u6210\u3001\u50a8\u80fd\u8fd0\u884c\u72b6\u6001\u8fdb\u884c\u53ef\u89c6\u5316\u5206\u6790，\u76f4\u89c2\u5c55\u793a\u6a21\u578b\u4f18\u5316\u7ed3\u679c\u3002<\/p>\n

    4.3 \u7075\u654f\u6027\u5206\u6790<\/h4>\n

    \u9488\u5bf9\u78b3\u4ea4\u6613\u4ef7\u683c（carbon_price）\u3001\u6ce2\u52a8\u60e9\u7f5a\u7cfb\u6570（wave_penalty）\u548c\u78b3\u6392\u653e\u914d\u989d\u6bd4\u4f8b（quota_factor）\u8fdb\u884c\u7075\u654f\u6027\u5206\u6790，\u63a2\u8ba8\u5176\u5bf9\u50a8\u80fd\u914d\u7f6e\u5bb9\u91cf\u4e0e\u603b\u6210\u672c\u7684\u5f71\u54cd\u89c4\u5f8b\u3002\u901a\u8fc7\u6539\u53d8\u8fd9\u4e9b\u53c2\u6570\u7684\u503c，\u91cd\u65b0\u6c42\u89e3\u6a21\u578b，\u5206\u6790\u7ed3\u679c\u7684\u53d8\u5316\u8d8b\u52bf，\u4e3a\u5b9e\u9645\u8fd0\u884c\u4e2d\u7684\u53c2\u6570\u8bbe\u7f6e\u63d0\u4f9b\u53c2\u8003\u3002<\/p>\n

    \u4e94\u3001\u6a21\u578b\u7279\u70b9\u4e0e\u4f18\u52bf<\/h3>\n

    5.1 \u591a\u76ee\u6807\u534f\u540c\u4f18\u5316<\/h4>\n

    \u672c\u6a21\u578b\u5b9e\u73b0\u4e86\u7ecf\u6d4e\u6548\u76ca\u3001\u73af\u5883\u6548\u76ca\u4e0e\u7535\u7f51\u53cb\u597d\u6027\u7684\u591a\u76ee\u6807\u534f\u540c\u4f18\u5316\u3002\u901a\u8fc7\u5408\u7406\u8bbe\u7f6e\u5404\u6210\u672c\u9879\u7684\u6743\u91cd\u7cfb\u6570，\u53ef\u4ee5\u5728\u4e0d\u540c\u4f18\u5316\u76ee\u6807\u4e4b\u95f4\u8fdb\u884c\u6743\u8861，\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u51b3\u7b56\u9700\u6c42\u3002\u4f8b\u5982，\u5728\u6ce8\u91cd\u7ecf\u6d4e\u6548\u76ca\u7684\u573a\u666f\u4e0b，\u53ef\u4ee5\u9002\u5f53\u964d\u4f4e\u78b3\u4ea4\u6613\u6210\u672c\u548c\u7535\u7f51\u4ea4\u4e92\u529f\u7387\u6ce2\u52a8\u60e9\u7f5a\u9879\u7684\u6743\u91cd；\u5728\u5f3a\u8c03\u73af\u5883\u6548\u76ca\u548c\u7535\u7f51\u53cb\u597d\u6027\u7684\u573a\u666f\u4e0b，\u5219\u53ef\u4ee5\u63d0\u9ad8\u8fd9\u4e24\u9879\u7684\u6743\u91cd\u3002<\/p>\n

    5.2 \u78b3\u4ea4\u6613\u673a\u5236\u521b\u65b0<\/h4>\n

    \u78b3\u4ea4\u6613\u673a\u5236\u7684\u5f15\u5165\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u91cf\u5316\u7528\u6237\u7fa4\u7684\u78b3\u6392\u653e\u6210\u672c，\u6fc0\u52b1\u7528\u6237\u51cf\u5c11\u4ece\u7535\u7f51\u8d2d\u7535\u3001\u589e\u52a0\u53ef\u518d\u751f\u80fd\u6e90\u6d88\u7eb3\u548c\u50a8\u80fd\u5229\u7528\u3002\u8be5\u673a\u5236\u4e0e\u56fd\u5bb6\u201c\u53cc\u78b3\u201d\u6218\u7565\u76ee\u6807\u9ad8\u5ea6\u5951\u5408，\u4e3a\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u4f4e\u78b3\u8fd0\u8425\u63d0\u4f9b\u4e86\u6709\u6548\u7684\u7ecf\u6d4e\u6fc0\u52b1\u624b\u6bb5\u3002\u901a\u8fc7\u78b3\u4ea4\u6613\u4ef7\u683c\u7684\u8c03\u8282，\u53ef\u4ee5\u5f15\u5bfc\u7528\u6237\u884c\u4e3a\u5411\u4f4e\u78b3\u65b9\u5411\u8f6c\u53d8，\u5b9e\u73b0\u73af\u5883\u6548\u76ca\u4e0e\u7ecf\u6d4e\u6548\u76ca\u7684\u53cc\u8d62\u3002\u5f53\u78b3\u4ea4\u6613\u4ef7\u683c\u8f83\u9ad8\u65f6，\u7528\u6237\u4f1a\u66f4\u503e\u5411\u4e8e\u4f7f\u7528\u53ef\u518d\u751f\u80fd\u6e90\u548c\u50a8\u80fd\u8bbe\u65bd，\u51cf\u5c11\u78b3\u6392\u653e，\u4ece\u800c\u964d\u4f4e\u78b3\u4ea4\u6613\u6210\u672c\u3002<\/p>\n

    5.3 \u7535\u7f51\u53cb\u597d\u6027\u8bbe\u8ba1<\/h4>\n

    \u7535\u7f51\u4ea4\u4e92\u529f\u7387\u6ce2\u52a8\u60e9\u7f5a\u673a\u5236\u7684\u5f15\u5165\u6709\u6548\u6291\u5236\u4e86\u7528\u6237\u7fa4\u4e0e\u7535\u7f51\u4ea4\u4e92\u529f\u7387\u7684\u5267\u70c8\u6ce2\u52a8，\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u7535\u7f51\u53cb\u597d\u6027\u3002\u8003\u8651\u4e86\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u8d44\u6e90\u63a5\u5165\u5bf9\u7535\u7f51\u8fd0\u884c\u7684\u5f71\u54cd，\u901a\u8fc7\u7ecf\u6d4e\u624b\u6bb5\u5f15\u5bfc\u7528\u6237\u7fa4\u7684\u7528\u7535\u884c\u4e3a\u66f4\u52a0\u5e73\u6ed1\u6709\u5e8f，\u6709\u5229\u4e8e\u51cf\u8f7b\u7535\u7f51\u8c03\u5cf0\u8c03\u9891\u538b\u529b，\u63d0\u9ad8\u7535\u529b\u7cfb\u7edf\u7684\u8fd0\u884c\u7a33\u5b9a\u6027\u3002\u8fd9\u5bf9\u4e8e\u4fc3\u8fdb\u5206\u5e03\u5f0f\u80fd\u6e90\u7684\u5927\u89c4\u6a21\u6d88\u7eb3\u5177\u6709\u91cd\u8981\u7684\u73b0\u5b9e\u610f\u4e49\u3002<\/p>\n

    5.4 \u7ebf\u6027\u5316\u5efa\u6a21\u6280\u672f<\/h4>\n

    \u91c7\u7528Big – M\u6cd5\u548c\u8f85\u52a9\u53d8\u91cf\u6cd5\u7b49\u7ebf\u6027\u5316\u6280\u672f，\u5c06\u539f\u672c\u975e\u7ebf\u6027\u7684\u7ea6\u675f\u6761\u4ef6\u8f6c\u5316\u4e3a\u7ebf\u6027\u7ea6\u675f，\u4f7f\u5f97\u6a21\u578b\u53ef\u4ee5\u91c7\u7528\u6210\u719f\u7684\u6df7\u5408\u6574\u6570\u7ebf\u6027\u89c4\u5212（MILP）\u6c42\u89e3\u5668\u8fdb\u884c\u9ad8\u6548\u6c42\u89e3\u3002\u4fdd\u8bc1\u4e86\u6a21\u578b\u7684\u8ba1\u7b97\u6548\u7387，\u53c8\u786e\u4fdd\u4e86\u4f18\u5316\u7ed3\u679c\u7684\u5168\u5c40\u6700\u4f18\u6027，\u4e3a\u6a21\u578b\u7684\u5b9e\u9645\u5e94\u7528\u5960\u5b9a\u4e86\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u3002<\/p>\n

    \u516d\u3001\u7ed3\u8bba\u4e0e\u5c55\u671b<\/h3>\n

    \u672c\u6587\u6784\u5efa\u4e86\u8003\u8651\u78b3\u4ea4\u6613\u4e0e\u7535\u7f51\u4ea4\u4e92\u6ce2\u52a8\u60e9\u7f5a\u7684\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u4f18\u5316\u914d\u7f6e\u4e0e\u8c03\u5ea6\u6a21\u578b，\u5b9e\u73b0\u4e86\u7ecf\u6d4e\u6548\u76ca\u3001\u73af\u5883\u6548\u76ca\u4e0e\u7535\u7f51\u53cb\u597d\u6027\u7684\u591a\u76ee\u6807\u534f\u540c\u4f18\u5316\u3002\u901a\u8fc7\u5b9e\u4f8b\u5206\u6790\u548c\u7075\u654f\u6027\u5206\u6790，\u9a8c\u8bc1\u4e86\u6a21\u578b\u7684\u6709\u6548\u6027\u548c\u5408\u7406\u6027，\u5e76\u63a2\u8ba8\u4e86\u5173\u952e\u53c2\u6570\u5bf9\u50a8\u80fd\u914d\u7f6e\u5bb9\u91cf\u4e0e\u603b\u6210\u672c\u7684\u5f71\u54cd\u89c4\u5f8b\u3002\u7814\u7a76\u8868\u660e，\u672c\u6a21\u578b\u5177\u6709\u591a\u76ee\u6807\u534f\u540c\u4f18\u5316\u3001\u78b3\u4ea4\u6613\u673a\u5236\u521b\u65b0\u3001\u7535\u7f51\u53cb\u597d\u6027\u8bbe\u8ba1\u548c\u7ebf\u6027\u5316\u5efa\u6a21\u6280\u672f\u7b49\u4f18\u52bf，\u4e3a\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u4f18\u5316\u914d\u7f6e\u4e0e\u8c03\u5ea6\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\u548c\u65b9\u6cd5\u3002<\/p>\n

    \u672a\u6765\u7684\u7814\u7a76\u53ef\u4ee5\u8fdb\u4e00\u6b65\u8003\u8651\u4ee5\u4e0b\u65b9\u9762：\u4e00\u662f\u5f15\u5165\u66f4\u591a\u7684\u4e0d\u786e\u5b9a\u6027\u56e0\u7d20，\u5982\u53ef\u518d\u751f\u80fd\u6e90\u51fa\u529b\u7684\u4e0d\u786e\u5b9a\u6027\u3001\u8d1f\u8377\u9700\u6c42\u7684\u4e0d\u786e\u5b9a\u6027\u7b49，\u6784\u5efa\u66f4\u52a0\u9c81\u68d2\u7684\u4f18\u5316\u6a21\u578b；\u4e8c\u662f\u8003\u8651\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u4e0e\u5176\u4ed6\u80fd\u6e90\u7cfb\u7edf\u7684\u8026\u5408，\u5982\u4e0e\u70ed\u529b\u7cfb\u7edf\u3001\u5929\u7136\u6c14\u7cfb\u7edf\u7684\u8026\u5408，\u5b9e\u73b0\u591a\u80fd\u4e92\u8865\u7684\u7efc\u5408\u80fd\u6e90\u7cfb\u7edf\u4f18\u5316；\u4e09\u662f\u7814\u7a76\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u5e02\u573a\u8fd0\u8425\u673a\u5236，\u5305\u62ec\u50a8\u80fd\u670d\u52a1\u7684\u5b9a\u4ef7\u7b56\u7565\u3001\u7528\u6237\u4e4b\u95f4\u7684\u5229\u76ca\u5206\u914d\u673a\u5236\u7b49，\u4fc3\u8fdb\u5171\u4eab\u50a8\u80fd\u7535\u7ad9\u7684\u5546\u4e1a\u5316\u5e94\u7528\u3002<\/p>\n

    📚\u7b2c\u4e8c\u90e8\u5206\u2014\u2014\u8fd0\u884c\u7ed3\u679c<\/h3>\n

    python\u2014Jupyter Notebook<\/p>\n

    \"\"<\/p>\n

    \"\"<\/p>\n

    \"\"<\/p>\n

    \"\"<\/p>\n

    \"\"<\/p>\n

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