{"id":76204,"date":"2026-02-21T23:17:17","date_gmt":"2026-02-21T15:17:17","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/76204.html"},"modified":"2026-02-21T23:17:17","modified_gmt":"2026-02-21T15:17:17","slug":"%e8%80%83%e8%99%91%e5%a4%9a%e7%bb%b4%e9%9c%80%e6%b1%82%e5%93%8d%e5%ba%94%e5%92%8cpem%e7%94%b5%e8%a7%a3%e6%a7%bd%e5%a4%9a%e7%8a%b6%e6%80%81%e7%9a%84%e7%bb%bc%e5%90%88%e8%83%bd%e6%ba%90%e4%bd%8e","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/76204.html","title":{"rendered":"\u8003\u8651\u591a\u7ef4\u9700\u6c42\u54cd\u5e94\u548cPEM\u7535\u89e3\u69fd\u591a\u72b6\u6001\u7684\u7efc\u5408\u80fd\u6e90\u4f4e\u78b3\u9c81\u68d2\u4f18\u5316\u8c03\u5ea6\u65b9\u6cd5\u7814\u7a76\uff08Python\u4ee3\u7801\u5b9e\u73b0\uff09"},"content":{"rendered":"<p>\u00a0\u00a0\u00a0\u00a0&#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\u5185\u5bb9\u5982\u4e0b&#xff1a;&#x1f381;&#x1f381;&#x1f381;<\/p>\n<p 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DR&#xff09;\u5df2\u6210\u4e3a\u63d0\u5347\u7cfb\u7edf\u7075\u6d3b\u6027\u7684\u91cd\u8981\u624b\u6bb5\u3002\u73b0\u6709\u7814\u7a76\u591a\u5173\u6ce8\u5355\u4e00\u7ef4\u5ea6\u7684\u9700\u6c42\u54cd\u5e94&#xff0c;\u7f3a\u4e4f\u5bf9\u7535\u3001\u70ed\u8d1f\u8377\u7684\u591a\u7ef4\u534f\u540c\u4f18\u5316\u3002\u6b64\u5916&#xff0c;\u5149\u4f0f\u51fa\u529b\u7684\u95f4\u6b47\u6027\u548c\u8d1f\u8377\u9884\u6d4b\u7684\u4e0d\u786e\u5b9a\u6027&#xff0c;\u4e5f\u5bf9\u7cfb\u7edf\u8c03\u5ea6\u7684\u9c81\u68d2\u6027\u63d0\u51fa\u4e86\u66f4\u9ad8\u8981\u6c42\u3002<\/p>\n<p>\u9488\u5bf9\u4e0a\u8ff0\u95ee\u9898&#xff0c;\u672c\u6587\u63d0\u51fa\u8003\u8651\u591a\u7ef4\u9700\u6c42\u54cd\u5e94\u548cPEM\u7535\u89e3\u69fd\u591a\u72b6\u6001\u7684\u7efc\u5408\u80fd\u6e90\u4f4e\u78b3\u9c81\u68d2\u4f18\u5316\u8c03\u5ea6\u65b9\u6cd5\u3002\u521b\u65b0\u6027\u5730\u5c06PEM\u7535\u89e3\u69fd\u5efa\u6a21\u4e3a\u4e94\u79cd\u8fd0\u884c\u72b6\u6001&#xff0c;\u5e76\u8bbe\u8ba1\u591a\u7ef4\u9700\u6c42\u54cd\u5e94\u673a\u5236&#xff0c;\u540c\u65f6\u5f15\u5165\u9c81\u68d2\u4f18\u5316\u6846\u67b6\u5904\u7406\u4e0d\u786e\u5b9a\u6027&#xff0c;\u5b9e\u73b0\u4e86\u7cfb\u7edf\u8fd0\u884c\u6210\u672c\u6700\u5c0f\u5316\u4e0e\u4f4e\u78b3\u8c03\u5ea6\u7684\u534f\u540c\u4f18\u5316\u3002<\/p>\n<h3>\u4e8c\u3001PEM\u7535\u89e3\u69fd\u8fd0\u884c\u7279\u6027\u7ea6\u675f<\/h3>\n<h4>2.1 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\u72b6\u6001\u4e92\u65a5\u7ea6\u675f<\/h4>\n<p>\u6bcf\u53f0PEM\u5728\u6bcf\u4e2a\u65f6\u6bb5\u53ea\u80fd\u5904\u4e8e\u4e00\u79cd\u8fd0\u884c\u72b6\u6001&#xff0c;\u5373&#xff1a;<\/p>\n<p>S[i,t]&#043;L[i,t]&#043;R[i,t]&#043;V[i,t]&#061;1<\/p>\n<p>\u5176\u4e2d&#xff0c;S[i,t]\u3001L[i,t]\u3001R[i,t]\u3001V[i,t]\u5206\u522b\u8868\u793aPEM\u7535\u89e3\u69fd\u5728\u65f6\u6bb5\u00a0t\u00a0\u5904\u4e8e\u505c\u673a\u3001\u4f4e\u8f7d\u3001\u8fc7\u8f7d\u3001\u53d8\u8f7d\u72b6\u6001&#xff0c;\u901a\u8fc7\u8be5\u7ea6\u675f\u4fdd\u8bc1\u72b6\u6001\u552f\u4e00\u6027\u3002<\/p>\n<h4>2.4 \u8fc7\u8f7d\u65f6\u95f4\u9650\u5236<\/h4>\n<p>\u4efb\u610f\u8fde\u7eed3\u4e2a\u65f6\u6bb5\u5185&#xff0c;\u8fc7\u8f7d\u65f6\u95f4\u4e0d\u8d85\u8fc72\u4e2a\u65f6\u6bb5&#xff0c;\u5373&#xff1a;<\/p>\n<p>R[i,t]&#043;R[i,t&#043;1]&#043;R[i,t&#043;2]\u22642<\/p>\n<p>\u8be5\u7ea6\u675f\u53ef\u9632\u6b62PEM\u7535\u89e3\u69fd\u957f\u65f6\u95f4\u8fc7\u8f7d\u8fd0\u884c&#xff0c;\u5ef6\u957f\u8bbe\u5907\u4f7f\u7528\u5bff\u547d\u3002<\/p>\n<h4>2.5 \u4f4e\u8f7d\u65f6\u95f4\u9650\u5236<\/h4>\n<p>\u4efb\u610f\u8fde\u7eed3\u4e2a\u65f6\u6bb5\u5185&#xff0c;\u4f4e\u8f7d\u65f6\u95f4\u4e0d\u8d85\u8fc72\u4e2a\u65f6\u6bb5&#xff0c;\u5373&#xff1a;<\/p>\n<p>V[i,t]&#043;V[i,t&#043;1]&#043;V[i,t&#043;2]\u22642<\/p>\n<p>\u6b64\u7ea6\u675f\u907f\u514dPEM\u7535\u89e3\u69fd\u957f\u65f6\u95f4\u5904\u4e8e\u4f4e\u8f7d\u72b6\u6001&#xff0c;\u63d0\u9ad8\u8bbe\u5907\u8fd0\u884c\u6548\u7387\u3002<\/p>\n<h3>\u4e09\u3001\u591a\u7ef4\u9700\u6c42\u54cd\u5e94\u673a\u5236<\/h3>\n<p>\u591a\u7ef4\u9700\u6c42\u54cd\u5e94\u673a\u5236\u7efc\u5408\u8003\u8651\u7535\u3001\u70ed\u8d1f\u8377\u7684\u534f\u540c\u4f18\u5316\u3002\u901a\u8fc7\u5236\u5b9a\u5408\u7406\u7684\u6fc0\u52b1\u653f\u7b56&#xff0c;\u5f15\u5bfc\u7528\u6237\u6839\u636e\u7cfb\u7edf\u8fd0\u884c\u9700\u6c42\u8c03\u6574\u7528\u7535\u548c\u7528\u70ed\u884c\u4e3a\u3002\u4f8b\u5982&#xff0c;\u5728\u7528\u7535\u9ad8\u5cf0\u65f6\u6bb5&#xff0c;\u901a\u8fc7\u63d0\u9ad8\u7535\u4ef7\u6fc0\u52b1\u7528\u6237\u51cf\u5c11\u7528\u7535&#xff1b;\u5728\u4f9b\u70ed\u8fc7\u5269\u65f6\u6bb5&#xff0c;\u9f13\u52b1\u7528\u6237\u589e\u52a0\u7528\u70ed&#xff0c;\u5b9e\u73b0\u80fd\u6e90\u7684\u5408\u7406\u5206\u914d\u548c\u7cfb\u7edf\u7075\u6d3b\u6027\u7684\u63d0\u5347\u3002<\/p>\n<h3>\u56db\u3001\u9c81\u68d2\u4f18\u5316\u7ea6\u675f<\/h3>\n<p>\u8003\u8651\u5149\u4f0f\u51fa\u529b\u4e0d\u786e\u5b9a\u6027&#xff0c;\u8ba1\u7b97\u5149\u4f0f\u51fa\u529b\u7684\u9c81\u68d2\u4e0b\u754c&#xff1a;<\/p>\n<p>PpG_robust\u200b[t]&#061;PpG_max\u200b[t]\u00d7(1\u2212robust_factor\u00d7pV_uncertainty)<\/p>\n<p>\u5176\u4e2d&#xff0c;pV_uncertainty&#061;0.15\u4e3a\u5149\u4f0f\u51fa\u529b\u4e0d\u786e\u5b9a\u6027\u6c34\u5e73&#xff0c;robust_factor&#061;0.8\u4e3a\u9c81\u68d2\u4fdd\u5b88\u7cfb\u6570\u3002\u901a\u8fc7\u5f15\u5165\u9c81\u68d2\u4f18\u5316\u6846\u67b6&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u5728\u6700\u4e0d\u5229\u60c5\u51b5\u4e0b\u4ecd\u80fd\u5b89\u5168\u8fd0\u884c&#xff0c;\u63d0\u9ad8\u7cfb\u7edf\u8c03\u5ea6\u7684\u9c81\u68d2\u6027\u3002<\/p>\n<h3>\u4e94\u3001\u521b\u65b0\u70b9<\/h3>\n<h4>5.1 PEM\u7535\u89e3\u69fd\u591a\u72b6\u6001\u5efa\u6a21<\/h4>\n<p>\u521b\u65b0\u6027\u5730\u5c06PEM\u7535\u89e3\u69fd\u5efa\u6a21\u4e3a\u4e94\u79cd\u8fd0\u884c\u72b6\u6001&#xff0c;\u7cbe\u786e\u63cf\u8ff0\u4e86\u5176\u8fd0\u884c\u7279\u6027&#xff0c;\u907f\u514d\u4e86\u4f20\u7edf\u5355\u4e00\u72b6\u6001\u6a21\u578b\u7684\u5c40\u9650\u6027\u3002\u8003\u8651\u4e86\u4e0d\u540c\u8d1f\u8f7d\u7387\u4e0bPEM\u7535\u89e3\u69fd\u7684\u6548\u7387\u53d8\u5316&#xff0c;\u4f7f\u4f18\u5316\u7ed3\u679c\u66f4\u7b26\u5408\u5b9e\u9645\u8fd0\u884c\u60c5\u51b5\u3002<\/p>\n<h4>5.2 \u591a\u7ef4\u9700\u6c42\u54cd\u5e94\u673a\u5236\u8bbe\u8ba1<\/h4>\n<p>\u8bbe\u8ba1\u4e86\u591a\u7ef4\u9700\u6c42\u54cd\u5e94\u673a\u5236&#xff0c;\u5b9e\u73b0\u4e86\u7535\u3001\u70ed\u8d1f\u8377\u7684\u534f\u540c\u4f18\u5316&#xff0c;\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7075\u6d3b\u6027\u3002\u901a\u8fc7\u7efc\u5408\u8003\u8651\u7535\u3001\u70ed\u8d1f\u8377\u7684\u9700\u6c42\u54cd\u5e94&#xff0c;\u5145\u5206\u53d1\u6325\u7528\u6237\u5728\u7cfb\u7edf\u8fd0\u884c\u4e2d\u7684\u4f5c\u7528&#xff0c;\u4fc3\u8fdb\u80fd\u6e90\u7684\u5408\u7406\u5229\u7528\u3002<\/p>\n<h4>5.3 \u9c81\u68d2\u4f18\u5316\u6846\u67b6\u5f15\u5165<\/h4>\n<p>\u5f15\u5165\u9c81\u68d2\u4f18\u5316\u6846\u67b6&#xff0c;\u6709\u6548\u5904\u7406\u4e86\u5149\u4f0f\u51fa\u529b\u548c\u8d1f\u8377\u9884\u6d4b\u7684\u4e0d\u786e\u5b9a\u6027&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u5728\u6700\u4e0d\u5229\u60c5\u51b5\u4e0b\u4ecd\u80fd\u5b89\u5168\u8fd0\u884c\u3002\u589e\u5f3a\u4e86\u7cfb\u7edf\u5bf9\u4e0d\u786e\u5b9a\u6027\u7684\u9002\u5e94\u80fd\u529b&#xff0c;\u63d0\u9ad8\u4e86\u7cfb\u7edf\u8c03\u5ea6\u7684\u53ef\u9760\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n<h4>5.4 \u201c\u7535 &#8211; \u6c22 &#8211; \u70ed\u201d\u95ed\u73af\u7cfb\u7edf\u6784\u5efa<\/h4>\n<p>\u6784\u5efa\u4e86\u201c\u7535 &#8211; \u6c22 &#8211; \u70ed\u201d\u95ed\u73af\u7cfb\u7edf&#xff0c;\u901a\u8fc7\u6c22\u71c3\u6599\u7535\u6c60\u548c\u70ed\u50a8\u80fd\u7cfb\u7edf\u7684\u534f\u540c\u8fd0\u884c&#xff0c;\u5b9e\u73b0\u4e86\u80fd\u6e90\u7684\u9ad8\u6548\u5229\u7528\u4e0e\u4f4e\u78b3\u8c03\u5ea6\u3002\u6c22\u71c3\u6599\u7535\u6c60\u53ef\u5c06\u591a\u4f59\u7684\u7535\u80fd\u8f6c\u5316\u4e3a\u6c22\u80fd\u50a8\u5b58&#xff0c;\u5728\u9700\u8981\u65f6\u518d\u8f6c\u5316\u4e3a\u7535\u80fd\u6216\u70ed\u80fd&#xff0c;\u63d0\u9ad8\u4e86\u80fd\u6e90\u7684\u5229\u7528\u6548\u7387\u3002<\/p>\n<h4>5.5 \u50a8\u80fd\u7cfb\u7edf\u5168\u751f\u547d\u5468\u671f\u6210\u672c\u8003\u8651<\/h4>\n<p>\u8003\u8651\u4e86\u50a8\u80fd\u7cfb\u7edf\u7684\u5168\u751f\u547d\u5468\u671f\u6210\u672c&#xff0c;\u4f7f\u4f18\u5316\u7ed3\u679c\u66f4\u7b26\u5408\u5b9e\u9645\u8fd0\u884c\u60c5\u51b5\u3002\u5728\u4f18\u5316\u8c03\u5ea6\u4e2d&#xff0c;\u4e0d\u4ec5\u8003\u8651\u4e86\u50a8\u80fd\u7cfb\u7edf\u7684\u521d\u59cb\u6295\u8d44\u6210\u672c&#xff0c;\u8fd8\u8003\u8651\u4e86\u5176\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u7684\u8001\u5316\u6210\u672c\u7b49\u56e0\u7d20&#xff0c;\u63d0\u9ad8\u4e86\u4f18\u5316\u51b3\u7b56\u7684\u79d1\u5b66\u6027\u548c\u5408\u7406\u6027\u3002<\/p>\n<h3>\u516d\u3001\u76ee\u6807\u51fd\u6570<\/h3>\n<p>\u7cfb\u7edf\u603b\u8fd0\u884c\u6210\u672c\u6700\u5c0f\u5316\u76ee\u6807\u51fd\u6570\u4e3a&#xff1a;<\/p>\n<p>min(cost_buy&#043;cost_g&#043;cost_ES_degradation&#043;cost_DR&#043;cost_carbon)<\/p>\n<p>\u5176\u4e2d&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u8d2d\u7535\u6210\u672c&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p>\u8d2d\u7535\u6210\u672c\u4e0e\u8d2d\u7535\u4ef7\u683c\u548c\u8d2d\u7535\u91cf\u6709\u5173&#xff0c;\u53cd\u6620\u4e86\u7cfb\u7edf\u4ece\u5916\u90e8\u7535\u7f51\u8d2d\u4e70\u7535\u80fd\u7684\u6210\u672c\u3002<\/p>\n<ul>\n<li>\n<p>\u71c3\u6c14\u8f6e\u673a\u53d1\u7535\u6210\u672c&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"157\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151713-6999cc791de74.png\" width=\"731\" \/><\/p>\n<p>\u71c3\u6c14\u8f6e\u673a\u53d1\u7535\u6210\u672c\u4e0e\u53d1\u7535\u529f\u7387\u76f8\u5173&#xff0c;\u8003\u8651\u4e86\u71c3\u6c14\u8f6e\u673a\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u7684\u71c3\u6599\u6210\u672c\u7b49\u56e0\u7d20\u3002<\/p>\n<ul>\n<li>\n<p>\u50a8\u80fd\u8001\u5316\u6210\u672c&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"120\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151713-6999cc79760f3.png\" width=\"1080\" \/><\/p>\n<p>\u50a8\u80fd\u8001\u5316\u6210\u672c\u4e0e\u50a8\u80fd\u7cfb\u7edf\u7684\u5145\u653e\u7535\u529f\u7387\u6709\u5173&#xff0c;\u53cd\u6620\u4e86\u50a8\u80fd\u7cfb\u7edf\u5728\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u7684\u8001\u5316\u635f\u8017\u6210\u672c\u3002<\/p>\n<ul>\n<li>\n<p>\u9700\u6c42\u54cd\u5e94\u8865\u507f\u6210\u672c&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"125\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151713-6999cc7991205.png\" width=\"848\" \/><\/p>\n<p>\u9700\u6c42\u54cd\u5e94\u8865\u507f\u6210\u672c\u4e0e\u9700\u6c42\u54cd\u5e94\u7684\u529f\u7387\u53d8\u5316\u548c\u8865\u507f\u4ef7\u683c\u6709\u5173&#xff0c;\u662f\u5bf9\u7528\u6237\u53c2\u4e0e\u9700\u6c42\u54cd\u5e94\u7684\u8865\u507f\u3002<\/p>\n<ul>\n<li>\n<p>\u78b3\u4ea4\u6613\u6210\u672c&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"162\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151713-6999cc79a565c.png\" width=\"1181\" \/><\/p>\n<p>\u78b3\u4ea4\u6613\u6210\u672c\u4e0e\u7cfb\u7edf\u7684\u78b3\u6392\u653e\u91cf\u548c\u78b3\u914d\u989d\u6709\u5173&#xff0c;\u901a\u8fc7\u5f15\u5165\u78b3\u4ea4\u6613\u673a\u5236&#xff0c;\u4fc3\u4f7f\u7cfb\u7edf\u51cf\u5c11\u78b3\u6392\u653e&#xff0c;\u5b9e\u73b0\u4f4e\u78b3\u8c03\u5ea6\u3002<\/p>\n<h3>\u4e03\u3001\u7ed3\u8bba<\/h3>\n<p>\u672c\u6587\u63d0\u51fa\u7684\u8003\u8651\u591a\u7ef4\u9700\u6c42\u54cd\u5e94\u548cPEM\u7535\u89e3\u69fd\u591a\u72b6\u6001\u7684\u7efc\u5408\u80fd\u6e90\u4f4e\u78b3\u9c81\u68d2\u4f18\u5316\u8c03\u5ea6\u65b9\u6cd5&#xff0c;\u901a\u8fc7\u7cbe\u786e\u5efa\u6a21PEM\u7535\u89e3\u69fd\u8fd0\u884c\u7279\u6027\u3001\u8bbe\u8ba1\u591a\u7ef4\u9700\u6c42\u54cd\u5e94\u673a\u5236\u3001\u5f15\u5165\u9c81\u68d2\u4f18\u5316\u6846\u67b6\u4ee5\u53ca\u6784\u5efa\u201c\u7535 &#8211; \u6c22 &#8211; \u70ed\u201d\u95ed\u73af\u7cfb\u7edf\u7b49\u521b\u65b0\u63aa\u65bd&#xff0c;\u5b9e\u73b0\u4e86\u7cfb\u7edf\u8fd0\u884c\u6210\u672c\u6700\u5c0f\u5316\u4e0e\u4f4e\u78b3\u8c03\u5ea6\u7684\u534f\u540c\u4f18\u5316\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e&#xff0c;\u8be5\u65b9\u6cd5\u5728\u4fdd\u8bc1\u7cfb\u7edf\u5b89\u5168\u8fd0\u884c\u7684\u540c\u65f6&#xff0c;\u53ef\u6709\u6548\u964d\u4f4e\u8fd0\u884c\u6210\u672c&#xff0c;\u51cf\u5c11\u78b3\u6392\u653e\u91cf&#xff0c;\u663e\u8457\u63d0\u5347\u4e86\u7efc\u5408\u80fd\u6e90\u7cfb\u7edf\u7684\u7ecf\u6d4e\u6027\u4e0e\u4f4e\u78b3\u6027\u3002\u672a\u6765\u7814\u7a76\u53ef\u8fdb\u4e00\u6b65\u8003\u8651\u5176\u4ed6\u4e0d\u786e\u5b9a\u6027\u56e0\u7d20\u5bf9\u7cfb\u7edf\u7684\u5f71\u54cd&#xff0c;\u4ee5\u53ca\u66f4\u590d\u6742\u7684\u9700\u6c42\u54cd\u5e94\u7b56\u7565&#xff0c;\u8fdb\u4e00\u6b65\u5b8c\u5584\u7efc\u5408\u80fd\u6e90\u7cfb\u7edf\u7684\u4f18\u5316\u8c03\u5ea6\u65b9\u6cd5\u3002<\/p>\n<h3 id=\"%F0%9F%93%9A2%20%E8%BF%90%E8%A1%8C%E7%BB%93%E6%9E%9C\">&#x1f4da;\u7b2c\u4e8c\u90e8\u5206\u2014\u2014\u8fd0\u884c\u7ed3\u679c<\/h3>\n<p>python\u2014Jupyter Notebook<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"535\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151713-6999cc79c4dec.png\" width=\"1080\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"613\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151714-6999cc7a2ffad.png\" width=\"1080\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"691\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151714-6999cc7a8b8a0.png\" width=\"1080\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"691\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151714-6999cc7aedefe.png\" width=\"1080\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"769\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151715-6999cc7b563e1.png\" width=\"1080\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"488\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151715-6999cc7bb890d.png\" width=\"1080\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"458\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260221151716-6999cc7c06f6d.png\" width=\"1080\" \/><\/p>\n<h3 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