{"id":53550,"date":"2026-03-02T06:01:30","date_gmt":"2026-03-01T22:01:30","guid":{"rendered":"https:\/\/www.zdsztech.com\/blog\/how-to-improve-forecast-accuracy-for-rd-materials\/"},"modified":"2026-03-02T06:01:30","modified_gmt":"2026-03-01T22:01:30","slug":"how-to-improve-forecast-accuracy-for-rd-materials","status":"publish","type":"post","link":"https:\/\/www.zdsztech.com\/blog\/how-to-improve-forecast-accuracy-for-rd-materials\/","title":{"rendered":"\u5982\u4f55\u63d0\u5347\u7814\u53d1\u7269\u6599\u9700\u6c42\u9884\u6d4b\u7cbe\u5ea6\uff1f\u4e13\u5bb6\u63ed\u79d8\u9ad8\u6548\u6280\u5de7\uff01"},"content":{"rendered":"<p>\u5728\u6211\u4eec\u7684\u5b9e\u8df5\u4e2d\uff0c\u8bb8\u591a\u9ad8\u79d1\u6280\u5236\u9020\u548c\u786c\u4ef6\u7814\u53d1\u4f01\u4e1a\u7684\u9ad8\u7ba1\u90fd\u9762\u4e34\u4e00\u4e2a\u5171\u540c\u7684\u96be\u9898\uff1a\u5982\u4f55\u6709\u6548<strong>\u63d0\u5347\u7814\u53d1\u7269\u6599\u9700\u6c42\u9884\u6d4b\u7cbe\u5ea6<\/strong>\uff1f\u7814\u53d1\u7269\u6599\u9700\u6c42\u9884\u6d4b\u7684\u590d\u6742\u6027\u8fdc\u8d85\u5e38\u89c4\u751f\u4ea7\u7269\u6599\uff0c\u5176\u5c0f\u6279\u91cf\u3001\u591a\u54c1\u79cd\u3001\u751f\u547d\u5468\u671f\u77ed\u4ee5\u53ca\u8bbe\u8ba1\u53d8\u66f4\u9891\u7e41\u7684\u7279\u6027\uff0c\u4f7f\u5f97\u4f20\u7edf\u57fa\u4e8e\u5386\u53f2\u6d88\u8017\u7684\u9884\u6d4b\u6a21\u578b\u51e0\u4e4e\u5b8c\u5168\u5931\u6548\u3002<\/p>\n<p>\u9884\u6d4b\u4e0d\u51c6\u7684\u540e\u679c\u662f\u8fde\u9501\u6027\u7684\u3002\u4e00\u65b9\u9762\uff0c\u8fc7\u91cf\u5907\u6599\u5bfc\u81f4\u8d44\u91d1\u88ab\u5446\u6ede\u5e93\u5b58\u5927\u91cf\u5360\u7528\uff0c\u7269\u6599\u8fc7\u671f\u6216\u56e0\u8bbe\u8ba1\u53d8\u66f4\u800c\u62a5\u5e9f\u7684\u98ce\u9669\u6781\u9ad8\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5907\u6599\u4e0d\u8db3\u5219\u76f4\u63a5\u5f15\u53d1\u9879\u76ee\u5173\u952e\u8282\u70b9\u7f3a\u6599\u3001\u7814\u53d1\u505c\u6446\u3001\u4ea7\u54c1\u4e0a\u5e02\u5ef6\u671f\u7b49\u4e25\u91cd\u95ee\u9898\uff0c\u6700\u7ec8\u4fb5\u8680\u4f01\u4e1a\u7684\u7814\u53d1\u6548\u7387\u4e0e\u6210\u672c\u4f18\u52bf\u3002\u56e0\u6b64\uff0c\u63d0\u5347\u9884\u6d4b\u7cbe\u5ea6\u5e76\u975e\u5355\u4e00\u6280\u5de7\u7684\u5e94\u7528\uff0c\u800c\u662f\u4e00\u9879\u9700\u8981\u4ece\u6570\u636e\u3001\u6d41\u7a0b\u3001\u5de5\u5177\u5230\u7ec4\u7ec7\u534f\u540c\u8fdb\u884c\u91cd\u6784\u7684\u7cfb\u7edf\u5de5\u7a0b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%90%86%E8%A7%A3%E7%A0%94%E5%8F%91%E7%89%A9%E6%96%99%E9%A2%84%E6%B5%8B%E7%9A%84%E6%A0%B8%E5%BF%83%E9%80%BB%E8%BE%91%E4%B8%8E%E7%89%B9%E6%AE%8A%E6%80%A7\"><\/span>\u7406\u89e3\u7814\u53d1\u7269\u6599\u9884\u6d4b\u7684\u6838\u5fc3\u903b\u8f91\u4e0e\u7279\u6b8a\u6027<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8981\u89e3\u51b3\u95ee\u9898\uff0c\u9996\u5148\u5fc5\u987b\u6df1\u5165\u7406\u89e3\u95ee\u9898\u7684\u6839\u6e90\u3002\u7814\u53d1\u7269\u6599\u7684\u9884\u6d4b\u4e4b\u6240\u4ee5\u56f0\u96be\uff0c\u6838\u5fc3\u5728\u4e8e\u5176\u56fa\u6709\u7684\u201c\u4e0d\u786e\u5b9a\u6027\u201d\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_%E7%A0%94%E5%8F%91%E7%89%A9%E6%96%99%E7%9A%84%E2%80%9C%E4%B8%8D%E7%A1%AE%E5%AE%9A%E6%80%A7%E2%80%9D%E4%B9%8B%E6%BA%90\"><\/span>1.1 \u7814\u53d1\u7269\u6599\u7684\u201c\u4e0d\u786e\u5b9a\u6027\u201d\u4e4b\u6e90<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\u8bbe\u8ba1\u8fed\u4ee3\u4e0e\u53d8\u66f4\uff1a<\/strong> \u7814\u53d1\u8fc7\u7a0b\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u4e0d\u65ad\u8bd5\u9519\u548c\u4f18\u5316\u7684\u8fc7\u7a0b\u3002\u5728\u4ea7\u54c1\u4ece\u6982\u5ff5\u5230\u91cf\u4ea7\u7684\u6574\u4e2a\u751f\u547d\u5468\u671f\u4e2d\uff0c\u8bbe\u8ba1\u65b9\u6848\u7684\u4fee\u6539\u3001\u5143\u5668\u4ef6\u7684\u66ff\u6362\u3001BOM\uff08\u7269\u6599\u6e05\u5355\uff09\u7248\u672c\u7684\u5347\u7ea7\u662f\u5e38\u6001\u3002\u6bcf\u4e00\u6b21\u53d8\u66f4\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u539f\u6709\u7684\u7269\u6599\u9700\u6c42\u9884\u6d4b\u77ac\u95f4\u5931\u6548\u3002<\/li>\n<li><strong>\u4f9b\u5e94\u5546\u4e0e\u91c7\u8d2d\u5468\u671f\uff1a<\/strong> \u7814\u53d1\u9636\u6bb5\u5e38\u5e38\u9700\u8981\u91c7\u7528\u524d\u6cbf\u6216\u5b9a\u5236\u5316\u7684\u7269\u6599\uff0c\u8fd9\u4e9b\u7269\u6599\u7684\u4f9b\u5e94\u5546\u9009\u62e9\u5c11\u3001\u91c7\u8d2d\u5468\u671f\u957f\u3001\u6700\u5c0f\u8d77\u8ba2\u91cf\uff08MOQ\uff09\u8981\u6c42\u82db\u523b\u3002\u4e00\u65e6\u4f9b\u5e94\u5546\u51fa\u73b0\u4ea4\u4ed8\u95ee\u9898\uff0c\u6216\u662f\u91c7\u8d2d\u5468\u671f\u9884\u4f30\u4e0d\u8db3\uff0c\u5bf9\u9879\u76ee\u8fdb\u5ea6\u7684\u6253\u51fb\u5c06\u662f\u81f4\u547d\u7684\u3002<\/li>\n<li><strong>\u9879\u76ee\u5236\u7ba1\u7406\u7279\u70b9\uff1a<\/strong> \u7814\u53d1\u6d3b\u52a8\u901a\u5e38\u4ee5\u9879\u76ee\u4e3a\u5355\u4f4d\u8fdb\u884c\u7ba1\u7406\uff0c\u6bcf\u4e2a\u9879\u76ee\u90fd\u5177\u6709\u5176\u72ec\u7279\u6027\u3002\u8fd9\u5c31\u5bfc\u81f4\u4e86\u5386\u53f2\u6570\u636e\u7684\u7a00\u758f\u6027\u548c\u53ef\u53c2\u8003\u6027\u5dee\u3002\u4f60\u5f88\u96be\u7528A\u9879\u76ee\u7684\u7269\u6599\u6d88\u8017\u6570\u636e\u53bb\u7cbe\u786e\u9884\u6d4b\u4e00\u4e2a\u5168\u65b0\u7684B\u9879\u76ee\uff0c\u56e0\u4e3a\u5b83\u4eec\u7684\u76ee\u6807\u3001\u6280\u672f\u8def\u5f84\u548c\u65f6\u95f4\u8868\u53ef\u80fd\u5b8c\u5168\u4e0d\u540c\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"12_%E7%A0%94%E5%8F%91%E7%89%A9%E6%96%99%E9%A2%84%E6%B5%8B%E4%B8%8E%E7%94%9F%E4%BA%A7%E9%A2%84%E6%B5%8B%E7%9A%84%E5%8C%BA%E5%88%AB\"><\/span>1.2 \u7814\u53d1\u7269\u6599\u9884\u6d4b\u4e0e\u751f\u4ea7\u9884\u6d4b\u7684\u533a\u522b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5c06\u751f\u4ea7\u9886\u57df\u7684\u9884\u6d4b\u65b9\u6cd5\u76f4\u63a5\u5957\u7528\u5728\u7814\u53d1\u4e0a\uff0c\u662f\u5bfc\u81f4\u9884\u6d4b\u5931\u8d25\u7684\u5e38\u89c1\u539f\u56e0\u3002\u6211\u4eec\u5fc5\u987b\u6e05\u6670\u5730\u8ba4\u8bc6\u5230\u4e8c\u8005\u7684\u672c\u8d28\u533a\u522b\uff1a<\/p>\n<ul>\n<li><strong>\u9700\u6c42\u9a71\u52a8\u56e0\u5b50\uff1a<\/strong> \u751f\u4ea7\u7269\u6599\u7684\u9700\u6c42\u4e3b\u8981\u7531\u9500\u552e\u8ba2\u5355\u548c\u4e3b\u751f\u4ea7\u8ba1\u5212\uff08MPS\uff09\u9a71\u52a8\uff0c\u76f8\u5bf9\u7a33\u5b9a\u4e14\u6709\u89c4\u5f8b\u53ef\u5faa\u3002\u800c\u7814\u53d1\u7269\u6599\u7684\u9700\u6c42\u5219\u5b8c\u5168\u7531\u9879\u76ee\u8ba1\u5212\u548c\u8bbe\u8ba1BOM\u9a71\u52a8\uff0c\u5176\u6e90\u5934\u662f\u52a8\u6001\u53d8\u5316\u7684\u8bbe\u8ba1\u601d\u60f3\u3002<\/li>\n<li><strong>\u9884\u6d4b\u5468\u671f\u4e0e\u9891\u7387\uff1a<\/strong> \u751f\u4ea7\u9884\u6d4b\u66f4\u5173\u6ce8\u77ed\u671f\u7684\u3001\u6eda\u52a8\u7684\u9700\u6c42\uff0c\u4f8b\u5982\u672a\u6765\u51e0\u5468\u6216\u4e00\u4e2a\u6708\u7684\u7269\u6599\u9700\u6c42\u3002\u7814\u53d1\u9884\u6d4b\u5219\u9700\u8981\u8986\u76d6\u6574\u4e2a\u9879\u76ee\u751f\u547d\u5468\u671f\uff0c\u4ece\u51e0\u4e2a\u6708\u5230\u4e00\u4e24\u5e74\u4e0d\u7b49\uff0c\u5e76\u4e14\u9700\u8981\u5728\u9879\u76ee\u7684\u5173\u952e\u9636\u6bb5\uff08\u5982\u65b9\u6848\u8bbe\u8ba1\u3001\u5de5\u7a0b\u9a8c\u8bc1\u3001\u8bd5\u4ea7\uff09\u8fdb\u884c\u591a\u6b21\u5173\u952e\u9884\u6d4b\u3002<\/li>\n<li><strong>\u9884\u6d4b\u7cbe\u5ea6\u8981\u6c42\uff1a<\/strong> 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class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u57fa\u4e8e\u5bf9\u8d85\u8fc75000\u5bb6\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u5b9e\u8df5\u7684\u89c2\u5bdf\uff0c\u6211\u4eec\u603b\u7ed3\u51fa\u516d\u4e2a\u7ef4\u5ea6\u7684\u6838\u5fc3\u7b56\u7565\uff0c\u5b83\u4eec\u5171\u540c\u6784\u6210\u4e86\u4e00\u4e2a\u6709\u6548\u7684\u7814\u53d1\u7269\u6599\u9884\u6d4b\u4f53\u7cfb\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"21_%E6%95%B0%E6%8D%AE%E9%A9%B1%E5%8A%A8%EF%BC%9A%E6%9E%84%E5%BB%BA%E9%AB%98%E8%B4%A8%E9%87%8F%E9%A2%84%E6%B5%8B%E6%95%B0%E6%8D%AE%E5%9F%BA%E7%A1%80\"><\/span>2.1 \u6570\u636e\u9a71\u52a8\uff1a\u6784\u5efa\u9ad8\u8d28\u91cf\u9884\u6d4b\u6570\u636e\u57fa\u7840<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u662f\u6240\u6709\u9884\u6d4b\u6a21\u578b\u7684\u57fa\u77f3\u3002\u6ca1\u6709\u51c6\u786e\u3001\u5e72\u51c0\u7684\u8f93\u5165\uff0c\u5c31\u4e0d\u53ef\u80fd\u6709\u53ef\u9760\u7684\u8f93\u51fa\u3002<\/p>\n<ul>\n<li><strong>\u9700\u6c42\u6570\u636e\u6807\u51c6\u5316\uff1a<\/strong> \u8fd9\u662f\u6700\u57fa\u7840\u4e5f\u662f\u6700\u5173\u952e\u7684\u4e00\u6b65\u3002\u4f01\u4e1a\u5185\u90e8\u5fc5\u987b\u5efa\u7acb\u7edf\u4e00\u7684\u7269\u6599\u7f16\u7801\u4f53\u7cfb\uff0c\u786e\u4fdd\u201c\u4e00\u7269\u4e00\u7801\u201d\u3002\u540c\u65f6\uff0cBOM\u7684\u7ed3\u6784\u3001\u9879\u76ee\u8ba1\u5212\u7684\u683c\u5f0f\u4e5f\u5e94\u5b9e\u73b0\u6807\u51c6\u5316\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u96c6\u6210\u4e0e\u5206\u6790\u626b\u6e05\u969c\u788d\u3002<\/li>\n<li><strong>\u5386\u53f2\u6570\u636e\u6709\u6548\u6027\u5206\u6790\uff1a<\/strong> \u5373\u4f7f\u662f\u7a00\u758f\u7684\u5386\u53f2\u6570\u636e\uff0c\u4e5f\u9700\u8981\u8fdb\u884c\u7504\u522b\u3002\u54ea\u4e9b\u662f\u5e38\u89c4\u6d88\u8017\uff1f\u54ea\u4e9b\u662f\u56e0\u4e00\u6b21\u6027\u5b9e\u9a8c\u6216\u610f\u5916\u5bfc\u81f4\u7684\u5f02\u5e38\u6d88\u8017\uff1f\u5fc5\u987b\u901a\u8fc7\u7b97\u6cd5\u6216\u89c4\u5219\u5254\u9664\u8fd9\u4e9b\u201c\u566a\u70b9\u201d\uff0c\u5426\u5219\u4f1a\u4e25\u91cd\u8bef\u5bfc\u9884\u6d4b\u6a21\u578b\u3002<\/li>\n<li><strong>\u5916\u90e8\u6570\u636e\u5f15\u5165\uff1a<\/strong> \u4f18\u79c0\u7684\u9884\u6d4b\u4e0d\u5e94\u53ea\u5c40\u9650\u4e8e\u5185\u90e8\u6570\u636e\u3002\u6211\u4eec\u5efa\u8bae\u5c06\u5173\u952e\u4f9b\u5e94\u5546\u7684\u5e73\u5747\u4ea4\u4ed8\u5468\u671f\u3001\u5e02\u573a\u6280\u672f\u8fed\u4ee3\u8d8b\u52bf\u3001\u751a\u81f3\u5b8f\u89c2\u7ecf\u6d4e\u6307\u6807\u7b49\u5916\u90e8\u53d8\u91cf\u7eb3\u5165\u8003\u91cf\uff0c\u8fd9\u80fd\u663e\u8457\u589e\u5f3a\u9884\u6d4b\u6a21\u578b\u7684\u9c81\u68d2\u6027\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"22_%E6%B5%81%E7%A8%8B%E4%BC%98%E5%8C%96%EF%BC%9A%E9%87%8D%E5%A1%91%E9%9C%80%E6%B1%82%E9%A2%84%E6%B5%8B%E4%B8%8E%E7%AE%A1%E7%90%86%E6%B5%81%E7%A8%8B\"><\/span>2.2 \u6d41\u7a0b\u4f18\u5316\uff1a\u91cd\u5851\u9700\u6c42\u9884\u6d4b\u4e0e\u7ba1\u7406\u6d41\u7a0b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u597d\u7684\u6d41\u7a0b\u80fd\u786e\u4fdd\u6570\u636e\u5728\u6b63\u786e\u7684\u8282\u70b9\u3001\u4ee5\u6b63\u786e\u7684\u65b9\u5f0f\u88ab\u4f7f\u7528\u3002<\/p>\n<ul>\n<li><strong>\u7814\u53d1\u9879\u76ee\u8ba1\u5212\u524d\u7f6e\uff1a<\/strong> \u7269\u6599\u9700\u6c42\u9884\u6d4b\u4e0d\u5e94\u662f\u91c7\u8d2d\u90e8\u95e8\u7684\u201c\u72ec\u89d2\u620f\u201d\u3002\u5728\u9879\u76ee\u7acb\u9879\u548c\u6982\u5ff5\u8bbe\u8ba1\u9636\u6bb5\uff0c\u5c31\u5e94\u5c06\u521d\u6b65\u7684\u7269\u6599\u6e05\u5355\u548c\u9700\u6c42\u89c4\u5212\u7eb3\u5165\u8bc4\u5ba1\uff0c\u8ba9\u4f9b\u5e94\u94fe\u56e2\u961f\u5c3d\u65e9\u4ecb\u5165\u3002<\/li>\n<li><strong>BOM\u7cbe\u7ec6\u5316\u7ba1\u7406\uff1a<\/strong> \u5fc5\u987b\u653e\u5f03\u7528Excel\u7b49\u79bb\u6563\u5de5\u5177\u7ba1\u7406BOM\u7684\u539f\u59cb\u65b9\u5f0f\u3002\u5efa\u7acb\u4e00\u4e2a\u7ed3\u6784\u5316\u3001\u7248\u672c\u5316\u7684\u7535\u5b50BOM\u662f\u5fc5\u7136\u9009\u62e9\u3002\u4efb\u4f55\u8bbe\u8ba1\u53d8\u66f4\u90fd\u5e94\u5728\u7cfb\u7edf\u4e2d\u540c\u6b65\u66f4\u65b0BOM\uff0c\u5e76\u81ea\u52a8\u89e6\u53d1\u5bf9\u7269\u6599\u9700\u6c42\u7684\u5f71\u54cd\u8bc4\u4f30\u3002<\/li>\n<li><strong>\u9700\u6c42\u53d8\u66f4\u7ba1\u7406\uff1a<\/strong> \u5efa\u7acb\u4e25\u683c\u7684\u53d8\u66f4\u63a7\u5236\u6d41\u7a0b\u3002\u4efb\u4f55\u8bbe\u8ba1\u53d8\u66f4\uff0c\u5c24\u5176\u662f\u6d89\u53ca\u957f\u5468\u671f\u6216\u9ad8\u6210\u672c\u7269\u6599\u7684\u53d8\u66f4\uff0c\u90fd\u5fc5\u987b\u7ecf\u8fc7\u8de8\u90e8\u95e8\u8bc4\u5ba1\uff0c\u6e05\u6670\u8bc4\u4f30\u5176\u5bf9\u6210\u672c\u3001\u5e93\u5b58\u548c\u9879\u76ee\u8fdb\u5ea6\u7684\u5f71\u54cd\u540e\uff0c\u65b9\u53ef\u6267\u884c\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"23_%E6%A8%A1%E5%9E%8B%E9%80%89%E6%8B%A9%EF%BC%9A%E9%80%82%E9%85%8D%E7%A0%94%E5%8F%91%E5%9C%BA%E6%99%AF%E7%9A%84%E9%A2%84%E6%B5%8B%E6%A8%A1%E5%9E%8B\"><\/span>2.3 \u6a21\u578b\u9009\u62e9\uff1a\u9002\u914d\u7814\u53d1\u573a\u666f\u7684\u9884\u6d4b\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0d\u5b58\u5728\u4e00\u79cd\u201c\u4e07\u80fd\u201d\u7684\u9884\u6d4b\u6a21\u578b\u3002\u6b63\u786e\u7684\u505a\u6cd5\u662f\u6839\u636e\u7269\u6599\u7279\u6027\u548c\u6570\u636e\u53ef\u5f97\u6027\uff0c\u9009\u62e9\u6216\u7ec4\u5408\u4e0d\u540c\u7684\u65b9\u6cd5\u3002<\/p>\n<ul>\n<li><strong>\u5b9a\u6027\u9884\u6d4b\u65b9\u6cd5\uff1a<\/strong> \u5bf9\u4e8e\u5168\u65b0\u7684\u3001\u6ca1\u6709\u4efb\u4f55\u5386\u53f2\u6570\u636e\u53ef\u501f\u9274\u7684\u4ea7\u54c1\u6216\u6280\u672f\uff0c\u5fb7\u5c14\u83f2\u6cd5\uff08\u4e13\u5bb6\u5c0f\u7ec4\u533f\u540d\u9884\u6d4b\uff09\u548c\u8d44\u6df1\u5de5\u7a0b\u5e08\u7684\u4e13\u5bb6\u5224\u65ad\u6cd5\uff0c\u4f9d\u7136\u662f\u521d\u671f\u6700\u6709\u6548\u7684\u9884\u6d4b\u624b\u6bb5\u3002<\/li>\n<li><strong>\u5b9a\u91cf\u9884\u6d4b\u65b9\u6cd5\uff1a<\/strong>\n<ul>\n<li><strong>\u57fa\u4e8eBOM\u5c55\u5f00\uff1a<\/strong> \u8fd9\u662f\u6700\u6838\u5fc3\u548c\u53ef\u9760\u7684\u65b9\u6cd5\u3002\u4e00\u65e6\u9879\u76ee\u8ba1\u5212\u548c\u5404\u9636\u6bb5\u7684BOM\u7ed3\u6784\u786e\u5b9a\uff0c\u901a\u8fc7MRP\uff08\u7269\u6599\u9700\u6c42\u8ba1\u5212\uff09\u903b\u8f91\u8fdb\u884c\u5c42\u5c42\u5c55\u5f00\uff0c\u5c31\u80fd\u8ba1\u7b97\u51fa\u7cbe\u51c6\u7684\u6bdb\u9700\u6c42\u91cf\u3002<\/li>\n<li><strong>\u7c7b\u6bd4\u9884\u6d4b\uff1a<\/strong> \u5f53\u65b0\u9879\u76ee\u4e0e\u67d0\u4e2a\u5386\u53f2\u9879\u76ee\u5728\u6280\u672f\u3001\u89c4\u6a21\u4e0a\u5177\u6709\u9ad8\u5ea6\u76f8\u4f3c\u6027\u65f6\uff0c\u53ef\u4ee5\u501f\u9274\u5386\u53f2\u9879\u76ee\u7684\u7269\u6599\u6d88\u8017\u6570\u636e\u4f5c\u4e3a\u53c2\u8003\u57fa\u51c6\uff0c\u5e76\u6839\u636e\u5dee\u5f02\u8fdb\u884c\u8c03\u6574\u3002<\/li>\n<li><strong>\u5c11\u91cf\u6570\u636e\u9884\u6d4b\uff1a<\/strong> \u9488\u5bf9\u5386\u53f2\u6570\u636e\u7a00\u758f\u4f46\u5e76\u975e\u5b8c\u5168\u6ca1\u6709\u7684\u60c5\u51b5\uff0c\u4e00\u4e9b\u7edf\u8ba1\u6a21\u578b\u5982\u8d1d\u53f6\u65af\u65b9\u6cd5\u3001\u7070\u8272\u9884\u6d4b\u6a21\u578b\uff08GM(1,1)\uff09\u53ef\u4ee5\u6d3e\u4e0a\u7528\u573a\uff0c\u5b83\u4eec\u4e13\u95e8\u7528\u4e8e\u5904\u7406\u201c\u5c0f\u6837\u672c\u201d\u9884\u6d4b\u95ee\u9898\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9884\u6d4b\u6a21\u578b\u7ec4\u5408\u5e94\u7528\uff1a<\/strong> \u5b9e\u8df5\u4e2d\uff0c\u6211\u4eec\u63a8\u8350\u91c7\u7528\u6df7\u5408\u7b56\u7565\u3002\u4f8b\u5982\uff0c\u5bf9A\u7c7b\uff08\u9ad8\u4ef7\u503c\u3001\u5173\u952e\uff09\u7269\u6599\u91c7\u7528\u57fa\u4e8eBOM\u5c55\u5f00\u7684\u7cbe\u7ec6\u8ba1\u7b97\uff0c\u5bf9B\u7c7b\uff08\u4e2d\u7b49\u4ef7\u503c\uff09\u7269\u6599\u91c7\u7528\u7c7b\u6bd4\u9884\u6d4b\uff0c\u800c\u5bf9C\u7c7b\uff08\u4f4e\u4ef7\u503c\u3001\u901a\u7528\uff09\u7269\u6599\u5219\u91c7\u7528\u57fa\u4e8e\u5b89\u5168\u5e93\u5b58\u7684\u7b80\u5355\u7b56\u7565\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"24_%E6%8A%80%E6%9C%AF%E5%B7%A5%E5%85%B7%E8%B5%8B%E8%83%BD%EF%BC%9A%E5%88%A9%E7%94%A8%E6%95%B0%E5%AD%97%E5%8C%96%E5%B9%B3%E5%8F%B0%E6%8F%90%E5%8D%87%E6%95%88%E7%8E%87\"><\/span>2.4 \u6280\u672f\u5de5\u5177\u8d4b\u80fd\uff1a\u5229\u7528\u6570\u5b57\u5316\u5e73\u53f0\u63d0\u5347\u6548\u7387<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6d41\u7a0b\u548c\u6a21\u578b\u9700\u8981\u9ad8\u6548\u7684\u5de5\u5177\u6765\u627f\u8f7d\u548c\u6267\u884c\u3002<\/p>\n<ul>\n<li><strong>PLM\/PDM\u7cfb\u7edf\uff1a<\/strong> \u4ea7\u54c1\u751f\u547d\u5468\u671f\u7ba1\u7406\uff08PLM\uff09\u6216\u4ea7\u54c1\u6570\u636e\u7ba1\u7406\uff08PDM\uff09\u7cfb\u7edf\u662f\u7ba1\u7406\u8bbe\u8ba1\u6570\u636e\u3001BOM\u7ed3\u6784\u548c\u53d8\u66f4\u6d41\u7a0b\u7684\u6838\u5fc3\u3002\u5b83\u80fd\u786e\u4fdd\u7269\u6599\u9700\u6c42\u7684\u6e90\u5934\u4fe1\u606f\u51c6\u786e\u3001\u552f\u4e00\u4e14\u5b9e\u65f6\u540c\u6b65\u3002<\/li>\n<li><strong>ERP\/MRP\u7cfb\u7edf\uff1a<\/strong> \u4f01\u4e1a\u8d44\u6e90\u8ba1\u5212\uff08ERP\uff09\u7cfb\u7edf\u53ca\u5176MRP\u6a21\u5757\uff0c\u662f\u6267\u884c\u7269\u6599\u9700\u6c42\u8ba1\u7b97\u3001\u751f\u6210\u91c7\u8d2d\u548c\u751f\u4ea7\u8ba2\u5355\u3001\u7ba1\u7406\u5e93\u5b58\u7684\u67a2\u7ebd\u3002PLM\u4e0eERP\u7684\u65e0\u7f1d\u96c6\u6210\u662f\u5b9e\u73b0\u9700\u6c42\u5230\u6267\u884c\u81ea\u52a8\u5316\u7684\u5173\u952e\u3002<\/li>\n<li><strong>\u6570\u636e\u5206\u6790\u4e0eBI\u5de5\u5177\uff1a<\/strong> \u8fd9\u4e9b\u5de5\u5177\u80fd\u5c06\u9884\u6d4b\u7ed3\u679c\u3001\u5b9e\u9645\u6d88\u8017\u3001\u5e93\u5b58\u6c34\u5e73\u7b49\u6570\u636e\u8fdb\u884c\u53ef\u89c6\u5316\u5448\u73b0\uff0c\u5e2e\u52a9\u7ba1\u7406\u8005\u76f4\u89c2\u5730\u53d1\u73b0\u9884\u6d4b\u504f\u5dee\uff0c\u6d1e\u5bdf\u95ee\u9898\u6240\u5728\u3002<\/li>\n<li><strong>AI\/\u673a\u5668\u5b66\u4e60\u5e94\u7528\uff1a<\/strong> \u968f\u7740\u6570\u636e\u79ef\u7d2f\uff0c\u4e00\u4e9b\u9886\u5148\u4f01\u4e1a\u5df2\u5f00\u59cb\u63a2\u7d22\u5229\u7528AI\/\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5c06\u9879\u76ee\u7279\u5f81\u3001\u5386\u53f2\u6d88\u8017\u3001\u4f9b\u5e94\u5546\u8868\u73b0\u3001\u5e02\u573a\u8d8b\u52bf\u7b49\u591a\u7ef4\u5ea6\u53d8\u91cf\u6574\u5408\u8d77\u6765\uff0c\u6784\u5efa\u66f4\u667a\u80fd\u3001\u66f4\u5177\u81ea\u9002\u5e94\u80fd\u529b\u7684\u9884\u6d4b\u6a21\u578b\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"25_%E7%BB%84%E7%BB%87%E5%8D%8F%E5%90%8C%EF%BC%9A%E6%89%93%E7%A0%B4%E9%83%A8%E9%97%A8%E5%A3%81%E5%9E%92%EF%BC%8C%E5%AE%9E%E7%8E%B0%E4%BF%A1%E6%81%AF%E5%85%B1%E4%BA%AB\"><\/span>2.5 \u7ec4\u7ec7\u534f\u540c\uff1a\u6253\u7834\u90e8\u95e8\u58c1\u5792\uff0c\u5b9e\u73b0\u4fe1\u606f\u5171\u4eab<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5de5\u5177\u548c\u6d41\u7a0b\u7684\u6700\u7ec8\u6548\u679c\uff0c\u53d6\u51b3\u4e8e\u4f7f\u7528\u5b83\u4eec\u7684\u4eba\u548c\u7ec4\u7ec7\u3002<\/p>\n<ul>\n<li><strong>\u7814\u53d1-\u91c7\u8d2d-\u4f9b\u5e94\u94fe\u8054\u52a8\uff1a<\/strong> \u5fc5\u987b\u5efa\u7acb\u5e38\u6001\u5316\u7684\u6c9f\u901a\u673a\u5236\u3002\u5b9a\u671f\u7684\u9879\u76ee\u540c\u6b65\u4f1a\u3001\u9700\u6c42\u8bc4\u5ba1\u4f1a\uff0c\u80fd\u786e\u4fdd\u4fe1\u606f\u5728\u7814\u53d1\u3001\u91c7\u8d2d\u3001\u8ba1\u5212\u3001\u4ed3\u50a8\u7b49\u90e8\u95e8\u4e4b\u95f4\u987a\u7545\u6d41\u52a8\u3002<\/li>\n<li><strong>\u5efa\u7acb\u8de8\u804c\u80fd\u9884\u6d4b\u56e2\u961f\uff1a<\/strong> \u7ec4\u5efa\u4e00\u4e2a\u5305\u542b\u7814\u53d1\u5de5\u7a0b\u5e08\u3001\u9879\u76ee\u7ecf\u7406\u3001\u91c7\u8d2d\u4e13\u5458\u548c\u6570\u636e\u5206\u6790\u5e08\u7684\u865a\u62df\u56e2\u961f\uff0c\u5b9a\u671f\u5bf9\u9884\u6d4b\u51c6\u786e\u6027\u8fdb\u884c\u590d\u76d8\uff0c\u5171\u540c\u5bf9\u7ed3\u679c\u8d1f\u8d23\u3002<\/li>\n<li><strong>\u4f9b\u5e94\u5546\u534f\u540c\u5e73\u53f0\uff1a<\/strong> \u5c06\u5173\u952e\u4f9b\u5e94\u5546\u7eb3\u5165\u4f60\u7684\u534f\u540c\u4f53\u7cfb\u3002\u901a\u8fc7\u5e73\u53f0\u5171\u4eab\u9700\u6c42\u9884\u6d4b\uff0c\u63d0\u524d\u83b7\u53d6\u4f9b\u5e94\u5546\u7684\u4ea7\u80fd\u3001\u4ea4\u671f\u53cd\u9988\uff0c\u5171\u540c\u5236\u5b9a\u5e94\u5bf9\u5e02\u573a\u6ce2\u52a8\u7684\u7b56\u7565\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"26_%E6%8C%81%E7%BB%AD%E4%BC%98%E5%8C%96%EF%BC%9A%E9%A2%84%E6%B5%8B%E7%BB%93%E6%9E%9C%E7%9A%84%E5%8F%8D%E9%A6%88%E4%B8%8E%E8%BF%AD%E4%BB%A3\"><\/span>2.6 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id=\"%E4%B8%93%E5%AE%B6%E5%BB%BA%E8%AE%AE%EF%BC%9A%E7%A0%94%E5%8F%91%E7%89%A9%E6%96%99%E9%A2%84%E6%B5%8B%E7%B2%BE%E5%BA%A6%E7%9A%84%E5%AE%9E%E6%96%BD%E8%B7%AF%E5%BE%84%E4%B8%8E%E5%85%B3%E9%94%AE%E6%88%90%E5%8A%9F%E8%A6%81%E7%B4%A0\"><\/span>\u4e13\u5bb6\u5efa\u8bae\uff1a\u7814\u53d1\u7269\u6599\u9884\u6d4b\u7cbe\u5ea6\u7684\u5b9e\u65bd\u8def\u5f84\u4e0e\u5173\u952e\u6210\u529f\u8981\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u77e5\u9053\u4e86\u201c\u505a\u4ec0\u4e48\u201d\uff0c\u8fd8\u5fc5\u987b\u660e\u786e\u201c\u600e\u4e48\u505a\u201d\u3002\u4e00\u4e2a\u6e05\u6670\u7684\u5b9e\u65bd\u8def\u5f84\u548c\u5bf9\u5173\u952e\u6210\u529f\u8981\u7d20\u7684\u628a\u63e1\uff0c\u5c06\u51b3\u5b9a\u8fd9\u573a\u53d8\u9769\u7684\u6210\u8d25\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"31_%E5%AE%9E%E6%96%BD%E8%B7%AF%E5%BE%84%EF%BC%9A%E4%BB%8E%E8%AF%95%E7%82%B9%E5%88%B0%E6%8E%A8%E5%B9%BF%E7%9A%84%E6%B8%90%E8%BF%9B%E5%BC%8F%E7%AD%96%E7%95%A5\"><\/span>3.1 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id=\"32_%E5%85%B3%E9%94%AE%E6%88%90%E5%8A%9F%E8%A6%81%E7%B4%A0%EF%BC%9A%E7%A1%AE%E4%BF%9D%E9%A2%84%E6%B5%8B%E7%B2%BE%E5%BA%A6%E6%8F%90%E5%8D%87%E7%9A%84%E9%95%BF%E6%9C%9F%E6%80%A7\"><\/span>3.2 \u5173\u952e\u6210\u529f\u8981\u7d20\uff1a\u786e\u4fdd\u9884\u6d4b\u7cbe\u5ea6\u63d0\u5347\u7684\u957f\u671f\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8981\u8ba9\u9884\u6d4b\u7cbe\u5ea6\u7684\u63d0\u5347\u6210\u4e3a\u4e00\u79cd\u53ef\u6301\u7eed\u7684\u80fd\u529b\uff0c\u4ee5\u4e0b\u56db\u4e2a\u8981\u7d20\u7f3a\u4e00\u4e0d\u53ef\uff1a<\/p>\n<ul>\n<li><strong>\u9ad8\u5c42\u7ba1\u7406\u8005\u7684\u652f\u6301\u4e0e\u6295\u5165\uff1a<\/strong> 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