{"id":55722,"date":"2025-08-14T07:25:05","date_gmt":"2025-08-13T23:25:05","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/55722.html"},"modified":"2025-08-14T07:25:05","modified_gmt":"2025-08-13T23:25:05","slug":"%e3%80%90ei%e5%a4%8d%e7%8e%b0%e3%80%91%e5%9f%ba%e4%ba%8e%e6%b7%b1%e5%ba%a6%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e7%9a%84%e5%be%ae%e8%83%bd%e6%ba%90%e7%bd%91%e8%83%bd%e9%87%8f%e7%ae%a1%e7%90%86%e4%b8%8e","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/55722.html","title":{"rendered":"\u3010EI\u590d\u73b0\u3011\u57fa\u4e8e\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u5fae\u80fd\u6e90\u7f51\u80fd\u91cf\u7ba1\u7406\u4e0e\u4f18\u5316\u7b56\u7565\u7814\u7a76\uff08Python\u4ee3\u7801\u5b9e\u73b0\uff09"},"content":{"rendered":"<p>&#x1f4a5;&#x1f4a5;&#x1f49e;&#x1f49e;\u6b22\u8fce\u6765\u5230\u672c\u535a\u5ba2\u2764\ufe0f\u2764\ufe0f&#x1f4a5;&#x1f4a5;<\/p>\n<\/p>\n<\/p>\n<p>&#x1f3c6;\u535a\u4e3b\u4f18\u52bf&#xff1a;&#x1f31e;&#x1f31e;&#x1f31e;\u535a\u5ba2\u5185\u5bb9\u5c3d\u91cf\u505a\u5230\u601d\u7ef4\u7f1c\u5bc6&#xff0c;\u903b\u8f91\u6e05\u6670&#xff0c;\u4e3a\u4e86\u65b9\u4fbf\u8bfb\u8005\u3002<\/p>\n<\/p>\n<p>\u26f3\ufe0f\u5ea7\u53f3\u94ed&#xff1a;\u884c\u767e\u91cc\u8005&#xff0c;\u534a\u4e8e\u4e5d\u5341\u3002<\/p>\n<\/p>\n<p>&#x1f4cb;&#x1f4cb;&#x1f4cb;\u672c\u6587\u76ee\u5f55\u5982\u4e0b&#xff1a;&#x1f381;&#x1f381;&#x1f381;<\/p>\n<p 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NSGA-II \u7b97\u6cd5\u5bf9\u5fae\u7535\u7f51\u8fd0\u884c\u8fdb\u884c\u591a\u76ee\u6807\u4f18\u5316\u3002\u6587\u732e[9]\u57fa\u4e8e Stone-Geary \u51fd\u6570\u548c\u53cc\u5411\u62cd\u5356\u673a\u5236\u6784\u5efa\u4e86\u667a\u6167\u80fd\u6e90\u7cfb\u7edf\u80fd\u91cf\u4f18\u5316\u6a21\u578b&#xff0c;\u7ed9\u51fa\u4e86\u901a\u8fc7\u6536\u655b\u5224\u5b9a\u57df\u5f15\u5bfc\u7684\u5168\u5c40\u968f\u673a\u5bfb\u4f18\u4e0e\u533a\u57df\u5b9a\u5411\u5bfb\u4f18\u7b56\u7565\u3002\u6700\u4f18\u5316\u7b97\u6cd5\u7684\u8ba1\u7b97\u6548\u7387\u8f83\u9ad8&#xff0c;\u4f46\u662f\u5176\u5728\u5904\u7406\u975e\u7ebf\u6027\u3001\u975e\u51f8\u6216\u975e\u8fde\u7eed\u95ee\u9898\u65f6\u96be\u4ee5\u9003\u51fa\u5c40\u90e8\u6700\u4f18\u3002\u542f\u53d1\u5f0f\u7b97\u6cd5\u53ef\u4ee5\u5728\u7ed9\u5b9a\u7684\u6761\u4ef6\u4e0b\u6c42\u5f97\u76f8\u5e94\u7684\u6700\u4f18\u89e3\u6216 Pareto 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\u7f51\u7edc&#xff08;DQN&#xff09;\u7684\u5b66\u4e60&#xff0c;\u7cfb\u7edf\u53ef\u4ee5\u4e0d\u65ad\u4f18\u5316\u80fd\u91cf\u7ba1\u7406\u7b56\u7565&#xff0c;\u4ee5\u6700\u5927\u7a0b\u5ea6\u5730\u5229\u7528\u53ef\u518d\u751f\u80fd\u6e90\u5e76\u964d\u4f4e\u80fd\u6e90\u6d6a\u8d39\u3002\u8fd9\u79cd\u6a21\u578b\u65e0\u5173\u7684\u667a\u80fd\u7b97\u6cd5\u8fd8\u53ef\u4ee5\u9002\u5e94\u4e0d\u540c\u7c7b\u578b\u7684\u5fae\u80fd\u6e90\u7f51&#xff0c;\u4e3a\u5404\u79cd\u89c4\u6a21\u548c\u7ed3\u6784\u7684\u80fd\u6e90\u7cfb\u7edf\u63d0\u4f9b\u5b9a\u5236\u5316\u7684\u80fd\u91cf\u7ba1\u7406\u65b9\u6848\u3002\u56e0\u6b64&#xff0c;\u8fd9\u79cd\u521b\u65b0\u7684\u89e3\u51b3\u65b9\u6848\u4e3a\u53ef\u518d\u751f\u80fd\u6e90\u7684\u63a5\u5165\u548c\u5229\u7528\u5f00\u8f9f\u4e86\u5168\u65b0\u7684\u53ef\u80fd\u6027&#xff0c;\u6709\u671b\u63a8\u52a8\u5fae\u80fd\u6e90\u7f51\u7684\u667a\u80fd\u5316\u53d1\u5c55&#xff0c;\u4fc3\u8fdb\u53ef\u518d\u751f\u80fd\u6e90\u5728\u80fd\u6e90\u9886\u57df\u7684\u66f4\u5e7f\u6cdb\u5e94\u7528\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"687\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232458-689d1ecad4284.png\" width=\"987\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"740\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232459-689d1ecb19205.png\" width=\"1086\" \/><\/p>\n<p>\u5f3a\u5316\u5b66\u4e60\u662f\u6307\u4ece\u73af\u5883\u72b6\u6001\u5230\u52a8\u4f5c\u7b56\u7565\u96c6\u7684\u5b66\u4e60&#xff0c;\u4ee5\u4f7f\u5f97\u52a8\u4f5c\u4ece\u73af\u5883\u4e2d\u83b7\u5f97\u7684\u7d2f\u8ba1\u5956\u52b1\u6700\u5927&#xff0c;\u5b66<\/p>\n<p>\u4e60\u7684\u8fc7\u7a0b&#xff0c;\u5982\u56fe 3 \u6240\u793a\u3002\u672c\u8d28\u4e0a&#xff0c;\u667a\u80fd\u4f53\u4e0e\u73af\u5883\u7684\u4e92\u52a8\u662f\u4e00\u79cd\u9a6c\u5c14\u79d1\u592b\u51b3\u7b56\u8fc7\u7a0b(markov decision<\/p>\n<p>process&#xff0c;MDP)\u3002MDP \u4e00\u822c\u7531\u4e00\u4e2a\u56db\u5143\u7ec4(S, A, R, \uf070) \u5b9a\u4e49&#xff0c;\u5176\u4e2d&#xff1a;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"324\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232459-689d1ecb6f7f7.png\" width=\"1084\" \/><\/p>\n<p>\u5728\u4f20\u7edf\u7684 Q \u5b66\u4e60\u7b97\u6cd5\u4e2d&#xff0c;\u7531\u4e8e\u7ef4\u6570\u707e\u96be&#xff0c;\u5f3a\u5316\u5b66\u4e60\u96be\u4ee5\u89e3\u51b3\u5927\u89c4\u6a21MDP\u95ee\u9898\u6216\u8fde\u7eed\u7a7a\u95f4MDP\u95ee<\/p>\n<p>\u9898\u3002\u56e0\u6b64&#xff0c;\u4ef7\u503c\u51fd\u6570\u8fd1\u4f3c\u65b9\u6cd5\u88ab\u63d0\u51fa\u4ee5\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u3002<\/p>\n<p>\u00a0<img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"505\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232459-689d1ecb9d500.png\" width=\"1018\" \/><\/p>\n<h5 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id=\"%E4%BA%94%E3%80%81%E7%9B%B8%E5%85%B3%E7%A0%94%E7%A9%B6%E6%96%87%E6%A1%A3%E7%9A%84%E5%85%B8%E5%9E%8B%E7%BB%93%E6%9E%84%E4%B8%8E%E6%92%B0%E5%86%99%E8%A7%84%E8%8C%83\">\u4e94\u3001\u76f8\u5173\u7814\u7a76\u6587\u6863\u7684\u5178\u578b\u7ed3\u6784\u4e0e\u64b0\u5199\u89c4\u8303<\/h5>\n<p>\u6839\u636e\u5b66\u672f\u8bba\u6587\u4e0e\u6807\u51c6\u89c4\u8303&#xff0c;\u7814\u7a76\u6587\u6863\u5e94\u5305\u542b\u4ee5\u4e0b\u6838\u5fc3\u90e8\u5206&#xff1a;<\/p>\n<li>\u6458\u8981\u4e0e\u5173\u952e\u8bcd&#xff1a;\u6982\u8ff0\u7814\u7a76\u95ee\u9898\u3001\u65b9\u6cd5\u3001\u521b\u65b0\u70b9\u4e0e\u7ed3\u8bba&#xff0c;\u5173\u952e\u8bcd\u9700\u6db5\u76d6\u201c\u5fae\u80fd\u6e90\u7f51\u201d\u201c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u201d\u201c\u591a\u76ee\u6807\u4f18\u5316\u201d\u7b49\u3002<\/li>\n<li>\u5f15\u8a00&#xff1a;\u660e\u786e\u5fae\u80fd\u6e90\u7f51\u80fd\u91cf\u7ba1\u7406\u7684\u6311\u6218&#xff0c;\u6307\u51fa\u73b0\u6709\u65b9\u6cd5\u5c40\u9650\u6027&#xff0c;\u63d0\u51faDRL\u7684\u5e94\u7528\u4ef7\u503c\u3002<\/li>\n<li>\u65b9\u6cd5\u8bba&#xff1a;\n<ul>\n<li>\u95ee\u9898\u5efa\u6a21&#xff1a;\u5b9a\u4e49\u72b6\u6001\u7a7a\u95f4&#xff08;\u5982\u80fd\u6e90\u51fa\u529b\u3001\u8d1f\u8377\u9700\u6c42\u3001\u50a8\u80fdSOC&#xff09;\u3001\u52a8\u4f5c\u7a7a\u95f4&#xff08;\u8c03\u5ea6\u6307\u4ee4&#xff09;\u3001\u5956\u52b1\u51fd\u6570&#xff08;\u7ecf\u6d4e\u6027\u3001\u73af\u4fdd\u6027\u6307\u6807&#xff09;\u3002<\/li>\n<li>\u7b97\u6cd5\u8bbe\u8ba1&#xff1a;\u8bf4\u660eDRL\u7b97\u6cd5\u9009\u62e9&#xff08;\u5982DDPG\u3001SAC&#xff09;\u53ca\u6539\u8fdb\u7b56\u7565&#xff08;\u5982\u8054\u90a6\u5b66\u4e60\u3001\u6ce8\u610f\u529b\u673a\u5236&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5b9e\u9a8c\u4e0e\u7ed3\u679c&#xff1a;\n<ul>\n<li>\u4eff\u771f\u73af\u5883&#xff1a;\u57fa\u4e8e\u5b9e\u9645\u5fae\u80fd\u6e90\u7f51\u6570\u636e\u6216\u6807\u51c6\u6d4b\u8bd5\u7cfb\u7edf&#xff08;\u5982IEEE 33\u8282\u70b9&#xff09;\u6784\u5efa\u4eff\u771f\u5e73\u53f0\u3002<\/li>\n<li>\u5bf9\u6bd4\u5206\u6790&#xff1a;\u4e0e\u4f20\u7edf\u65b9\u6cd5&#xff08;\u5982\u6df7\u5408\u6574\u6570\u89c4\u5212&#xff09;\u53ca\u5176\u4ed6DRL\u7b97\u6cd5\u5bf9\u6bd4&#xff0c;\u9a8c\u8bc1\u7b56\u7565\u7684\u6709\u6548\u6027&#xff08;\u5982\u6210\u672c\u964d\u4f4e10%\u3001\u6536\u655b\u901f\u5ea6\u63d0\u534752%&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u8ba8\u8bba\u4e0e\u5c55\u671b&#xff1a;\u5206\u6790\u7b97\u6cd5\u5c40\u9650\u6027&#xff08;\u5982\u6837\u672c\u4f9d\u8d56\u6027&#xff09;\u3001\u63d0\u51fa\u672a\u6765\u65b9\u5411&#xff08;\u5982\u6570\u5b57\u5b6a\u751f\u6280\u672f\u878d\u5408\u3001\u8de8\u533a\u57df\u80fd\u6e90\u4ea4\u6613\u673a\u5236&#xff09;\u3002<\/li>\n<h5 id=\"%E5%85%AD%E3%80%81%E7%BB%93%E8%AE%BA%E4%B8%8E%E6%9C%AA%E6%9D%A5%E6%96%B9%E5%90%91\">\u516d\u3001\u7ed3\u8bba\u4e0e\u672a\u6765\u65b9\u5411<\/h5>\n<p>\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u4e3a\u5fae\u80fd\u6e90\u7f51\u80fd\u91cf\u7ba1\u7406\u63d0\u4f9b\u4e86\u9ad8\u9002\u5e94\u6027\u89e3\u51b3\u65b9\u6848&#xff0c;\u4f46\u5176\u5b9e\u9645\u843d\u5730\u4ecd\u9700\u7a81\u7834\u7b97\u6cd5\u6548\u7387\u3001\u53ef\u89e3\u91ca\u6027\u53ca\u591a\u4e3b\u4f53\u534f\u540c\u7b49\u74f6\u9888\u3002\u672a\u6765\u7814\u7a76\u53ef\u805a\u7126&#xff1a;<\/p>\n<li>\u8f7b\u91cf\u5316DRL\u7b97\u6cd5&#xff1a;\u7ed3\u5408\u8fb9\u7f18\u8ba1\u7b97\u51cf\u5c11\u4e91\u7aef\u4f9d\u8d56&#xff0c;\u5b9e\u73b0\u8fb9\u7f18\u4fa7\u5b9e\u65f6\u51b3\u7b56\u3002<\/li>\n<li>\u8de8\u9886\u57df\u6280\u672f\u878d\u5408&#xff1a;\u5c06DRL\u4e0e\u6570\u5b57\u5b6a\u751f\u3001\u533a\u5757\u94fe\u7ed3\u5408&#xff0c;\u6784\u5efa\u53ef\u4fe1\u3001\u900f\u660e\u7684\u80fd\u6e90\u7ba1\u7406\u751f\u6001\u3002<\/li>\n<li>\u653f\u7b56\u4e0e\u5e02\u573a\u9a71\u52a8&#xff1a;\u63a2\u7d22DRL\u5728\u7535\u529b\u5e02\u573a\u7ade\u4ef7\u3001\u78b3\u4ea4\u6613\u7b49\u573a\u666f\u4e2d\u7684\u5e94\u7528&#xff0c;\u63a8\u52a8\u5fae\u80fd\u6e90\u7f51\u5546\u4e1a\u5316\u8fd0\u8425\u3002<\/li>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u7b56\u7565&#xff0c;DRL\u6709\u671b\u6210\u4e3a\u5fae\u80fd\u6e90\u7f51\u667a\u80fd\u5316\u5347\u7ea7\u7684\u6838\u5fc3\u9a71\u52a8\u529b&#xff0c;\u52a9\u529b\u201c\u53cc\u78b3\u201d\u76ee\u6807\u5b9e\u73b0\u3002<\/p>\n<h3 id=\"%F0%9F%93%9A2%20%E8%BF%90%E8%A1%8C%E7%BB%93%E6%9E%9C\">&#x1f4da;2 \u8fd0\u884c\u7ed3\u679c<\/h3>\n<h4 id=\"2.1%20%E6%9C%89%2F%E6%97%A0%E7%AD%96%E7%95%A5%E5%A5%96%E5%8A%B1\">2.1 \u6709\/\u65e0\u7b56\u7565\u5956\u52b1<\/h4>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1084\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232459-689d1ecbcb54c.png\" width=\"1200\" \/><\/p>\n<h4 id=\"2.2%20%E8%AE%AD%E7%BB%83%E7%BB%93%E6%9E%9C1%C2%A0\">2.2 \u8bad\u7ec3\u7ed3\u679c1\u00a0<\/h4>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1084\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232500-689d1ecc69c5b.png\" width=\"1200\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1084\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232500-689d1eccefc02.png\" width=\"1200\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1084\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232501-689d1ecd67b0e.png\" width=\"1200\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1084\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232501-689d1ecde25e7.png\" width=\"1200\" \/><\/p>\n<h4 id=\"2.2%20%E8%AE%AD%E7%BB%83%E7%BB%93%E6%9E%9C2\">2.2 \u8bad\u7ec3\u7ed3\u679c2<\/h4>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1084\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232502-689d1ece614ff.png\" width=\"1200\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1084\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232502-689d1ececf103.png\" width=\"1200\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1084\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232503-689d1ecf47823.png\" width=\"1200\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1084\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232503-689d1ecfbc181.png\" width=\"1200\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"886\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813232504-689d1ed0532eb.png\" width=\"1082\" \/><\/p>\n<p>\u90e8\u5206\u4ee3\u7801&#xff1a;<\/p>\n<p>class NetEnvironment:<br \/>\n    def __init__(self, phi):<br \/>\n        self.eta_MT &#061; 0.3  # \u8054\u4f9b\u53d1\u7535\u5355\u5143\u7684\u53d1\u7535\u6548\u7387<br \/>\n        self.eta_HR &#061; 0.73  # \u4f59\u70ed\u56de\u6536\u9505\u7089\u7684\u6362\u70ed\u6548\u7387<br \/>\n        self.eta_HX &#061; 0.9  # \u6362\u70ed\u88c5\u7f6e\u7684\u6362\u70ed\u6548\u7387<br \/>\n        self.eta_SB &#061; 0.9  # \u71c3\u6c14\u9505\u7089\u7684\u6548\u7387<br \/>\n        self.eta_EC &#061; 4  # \u7535\u5236\u51b7\u673a\u7684\u6027\u80fd\u7cfb\u6570<\/p>\n<p>        self.eta_BC &#061; 0.2  # \u7535\u50a8\u80fd\u7684\u6700\u5927\u5145\u7535\u7387<br \/>\n        self.eta_BD &#061; 0.4  # \u7535\u50a8\u80fd\u7684\u6700\u5927\u653e\u7535\u7387<br \/>\n        self.eta_B_max &#061; 0.9  # \u7535\u50a8\u80fd\u7684\u6700\u5927\u50a8\u80fd\u7cfb\u6570<br \/>\n        self.eta_B_min &#061; 0.2  # \u7535\u50a8\u80fd\u7684\u6700\u5c0f\u50a8\u80fd\u7cfb\u6570<\/p>\n<p>        self.P_WT_max &#061; 30  # \u98ce\u673a\u6700\u5927\u529f\u7387<br \/>\n        self.P_PV_max &#061; 35  # \u5149\u4f0f\u6700\u5927\u529f\u7387<\/p>\n<p>        self.P_PV &#061; get_P_PV()  # \u5149\u4f0f\u7684\u529f\u7387\u8f93\u51fa<br \/>\n        self.P_WT &#061; get_P_WT()  # \u98ce\u673a\u7684\u529f\u7387\u8f93\u51fa<br \/>\n        self.L_e &#061; get_L_e()  # \u7535\u8d1f\u8377<br \/>\n        self.L_h &#061; get_L_h()  # \u70ed\u8d1f\u8377<br \/>\n        self.L_c &#061; get_L_c()  # \u51b7\u8d1f\u8377<br \/>\n        self.price &#061; get_price()  # \u7535\u4ef7<\/p>\n<p>        self.P_MT_action &#061; [0, 15, 30, 45, 60]  # \u8054\u5408\u53d1\u7535\u5355\u5143\u529f\u7387(0-60)<br \/>\n        self.P_g_action &#061; [0, 16, 32, 48, 64, 80]  # \u7535\u7f51\u6d41\u5165\u5fae\u80fd\u6e90\u7f51\u7684\u7535\u529f\u7387<br \/>\n        self.P_B_action &#061; [-40, -20, 0, 20, 40, 60, 80]  # \u84c4\u7535\u6c60\u5145\u653e\u7535\u529f\u7387<br \/>\n        self.action_space &#061; []<br \/>\n        self.W_B &#061; 200  # \u84c4\u7535\u6c60\u7684\u6700\u5927\u5bb9\u91cf<br \/>\n        self.c_f &#061; 3.45  # \u5929\u7136\u6c14\u7684\u5355\u4f4d\u4ef7\u683c<br \/>\n        self.q_ng &#061; 9.7  # \u5929\u7136\u6c14\u7684\u4f4e\u70ed\u503c(kW h)\/m3<br \/>\n        self.Q_SB_max &#061; 100  # \u8054\u4f9b\u53d1\u7535\u5355\u5143\u8f93\u51fa\u7684\u6700\u5927\u70ed\u529f\u7387<br \/>\n        self.Q_HR_max &#061; 120  # \u4f59\u70ed\u56de\u6536\u9505\u7089\u8f93\u51fa\u7684\u6700\u5927\u70ed\u529f\u7387<br \/>\n        self.P_M_t_1 &#061; 30<br \/>\n        self.c_p &#061; 0.9  # \u5355\u4f4d\u5dee\u989d\u7535\u91cf\u7684\u60e9\u7f5a<br \/>\n        self.observation &#061; [self.P_PV[0], self.P_WT[0], self.L_e[0], self.L_h[0], self.L_c[0], self.price[0],<br \/>\n                            phi]  # \u5149\u4f0f\u53d1\u7535&#xff0c;\u98ce\u529b\u53d1\u7535\u3001\u7535\u8d1f\u8377\u3001\u70ed\u8d1f\u8377\u3001\u7535\u8d1f\u8377\u3001\u7535\u4ef7\u3001\u7535\u50a8\u80fd\u7684\u8377\u7535\u72b6\u6001 <\/p>\n<h3 id=\"%F0%9F%8E%893%C2%A0%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE\">&#x1f389;3\u00a0\u53c2\u8003\u6587\u732e<\/h3>\n<p>\u6587\u7ae0\u4e2d\u4e00\u4e9b\u5185\u5bb9\u5f15\u81ea\u7f51\u7edc&#xff0c;\u4f1a\u6ce8\u660e\u51fa\u5904\u6216\u5f15\u7528\u4e3a\u53c2\u8003\u6587\u732e&#xff0c;\u96be\u514d\u6709\u672a\u5c3d\u4e4b\u5904&#xff0c;\u5982\u6709\u4e0d\u59a5&#xff0c;\u8bf7\u968f\u65f6\u8054\u7cfb\u5220\u9664\u3002<\/p>\n<p>[1]\u5218\u4fca\u5cf0,\u9648\u5251\u9f99,\u738b\u6653\u751f\u7b49.\u57fa\u4e8e\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u5fae\u80fd\u6e90\u7f51\u80fd\u91cf\u7ba1\u7406\u4e0e\u4f18\u5316\u7b56\u7565\u7814\u7a76[J].\u7535\u7f51\u6280\u672f,2020,44(10):3794-3803.DOI:10.13335\/j.1000-3673.pst.2020.0144<\/p>\n<p>[2]\u9648\u5251\u9f99.\u57fa\u4e8e\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u5fae\u80fd\u6e90\u7f51\u80fd\u91cf\u7ba1\u7406\u7b56\u7565\u7814\u7a76[D].\u534e\u5357\u7406\u5de5\u5927\u5b66,2020.DOI:10.27151\/d.cnki.ghnlu.2020.003401<\/p>\n<h3 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