{"id":50296,"date":"2026-01-21T17:02:23","date_gmt":"2026-01-21T09:02:23","guid":{"rendered":"https:\/\/www.zdsztech.com\/blog\/erp-production-scheduling-ai-optimization-validation\/"},"modified":"2026-01-21T17:02:23","modified_gmt":"2026-01-21T09:02:23","slug":"erp-production-scheduling-ai-optimization-validation","status":"publish","type":"post","link":"https:\/\/www.zdsztech.com\/blog\/erp-production-scheduling-ai-optimization-validation\/","title":{"rendered":"ERP\u751f\u4ea7\u6392\u7a0b\u5982\u4f55\u7528AI\u4f18\u5316\u9a8c\u8bc1\uff1f\u6548\u679c\u63ed\u79d8\uff01"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.zdsztech.com\/wp-content\/uploads\/2026\/01\/1768986142-0db4a41742ad5600e06e9dc129df2530.jpeg\" 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id=\"1_%E9%9D%99%E6%80%81%E8%A7%84%E5%88%99_vs_%E5%8A%A8%E6%80%81%E7%8E%B0%E5%AE%9E%EF%BC%9A%E4%B8%BA%E4%BD%95%E6%8E%92%E7%A8%8B%E8%AE%A1%E5%88%92%E6%B0%B8%E8%BF%9C%E2%80%9C%E8%B5%B6%E4%B8%8D%E4%B8%8A%E5%8F%98%E5%8C%96%E2%80%9D%EF%BC%9F\"><\/span>1. \u9759\u6001\u89c4\u5219 vs. \u52a8\u6001\u73b0\u5b9e\uff1a\u4e3a\u4f55\u6392\u7a0b\u8ba1\u5212\u6c38\u8fdc\u201c\u8d76\u4e0d\u4e0a\u53d8\u5316\u201d\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4f20\u7edfERP\u7684\u6392\u7a0b\u903b\u8f91\uff0c\u672c\u8d28\u4e0a\u662f\u57fa\u4e8e\u4e00\u7ec4\u76f8\u5bf9\u56fa\u5b9a\u7684\u53c2\u6570\u548c\u89c4\u5219\u8fdb\u884c\u8fd0\u7b97\u7684\u3002\u8fd9\u4e9b\u53c2\u6570\u5305\u62ec\u7269\u6599\u6e05\u5355\uff08BOM\uff09\u3001\u6807\u51c6\u5de5\u65f6\u3001\u5de5\u827a\u8def\u7ebf\u7b49\uff0c\u5b83\u4eec\u5728\u7cfb\u7edf\u521d\u59cb\u5316\u65f6\u88ab\u8bbe\u5b9a\uff0c\u5e76\u88ab\u5047\u5b9a\u5728\u4e00\u6bb5\u65f6\u95f4\u5185\u662f\u7a33\u5b9a\u4e0d\u53d8\u7684\u3002\u7136\u800c\uff0c\u771f\u5b9e\u7684\u751f\u4ea7\u73b0\u573a\u5374\u662f\u4e00\u4e2a\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u52a8\u6001\u73af\u5883\uff0c\u8ba1\u5212\u4e0e\u73b0\u5b9e\u4e4b\u95f4\u5b58\u5728\u7740\u4e00\u9053\u96be\u4ee5\u903e\u8d8a\u7684\u9e3f\u6c9f\u3002\u6392\u7a0b\u8ba1\u5212\u4e00\u65e6\u751f\u6210\uff0c\u4fbf\u8fc5\u901f\u88ab\u5404\u79cd\u7a81\u53d1\u72b6\u51b5\u4fb5\u8680\uff0c\u5bfc\u81f4\u5176\u9891\u7e41\u5931\u6548\u3002<\/p>\n<p>\u8fd9\u4e9b\u52a8\u6001\u5e72\u6270\u56e0\u7d20\u4e3b\u8981\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u7d27\u6025\u63d2\u5355\u4e0e\u8ba2\u5355\u53d8\u66f4<\/strong>\uff1a\u5ba2\u6237\u7a81\u7136\u8ffd\u52a0\u9ad8\u4f18\u5148\u7ea7\u8ba2\u5355\u6216\u4fee\u6539\u539f\u6709\u8ba2\u5355\u7684\u9700\u6c42\u3001\u6570\u91cf\u3001\u4ea4\u671f\uff0c\u77ac\u95f4\u6253\u4e71\u4e86\u539f\u6709\u7684\u751f\u4ea7\u8282\u62cd\uff0c\u8981\u6c42\u8ba1\u5212\u7cfb\u7edf\u5728\u5206\u949f\u7ea7\u522b\u91cd\u65b0\u8fdb\u884c\u5168\u5c40\u8d44\u6e90\u8c03\u914d\u3002<\/li>\n<li><strong>\u751f\u4ea7\u8d44\u6e90\u5f02\u5e38<\/strong>\uff1a\u5173\u952e\u8bbe\u5907\u7a81\u53d1\u6545\u969c\u505c\u673a\u3001\u6a21\u5177\u51fa\u73b0\u635f\u8017\u9700\u8981\u7ef4\u4fee\u3001\u8d28\u68c0\u53d1\u73b0\u6279\u91cf\u6027\u539f\u6750\u6599\u4e0d\u5408\u683c\u7b49\uff0c\u8fd9\u4e9b\u90fd\u4f7f\u5f97\u9884\u8bbe\u7684\u4ea7\u80fd\u77ac\u95f4\u53d8\u4e3a\u4e0d\u53ef\u7528\uff0c\u5bfc\u81f4\u540e\u7eed\u5de5\u5e8f\u8fde\u9501\u5f0f\u5ef6\u8bef\u3002<\/li>\n<li><strong>\u4f9b\u5e94\u94fe\u6ce2\u52a8<\/strong>\uff1a\u4e0a\u6e38\u4f9b\u5e94\u5546\u7269\u6599\u4ea4\u4ed8\u5ef6\u8fdf\u3001\u7269\u6d41\u4e2d\u65ad\uff0c\u5bfc\u81f4\u751f\u4ea7\u7ebf\u201c\u7b49\u7c73\u4e0b\u9505\u201d\uff1b\u6216\u56e0\u4eba\u5458\u4e34\u65f6\u75c5\u5047\u3001\u7f3a\u52e4\uff0c\u5bfc\u81f4\u5173\u952e\u5de5\u4f4d\u4eba\u624b\u4e0d\u8db3\uff0c\u8fd9\u4e9b\u5916\u90e8\u4e0e\u5185\u90e8\u7684\u4eba\u5458\u3001\u7269\u6599\u53d8\u52a8\u90fd\u76f4\u63a5\u51b2\u51fb\u7740\u6392\u7a0b\u7684\u6267\u884c\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u56e0\u7d20\u7684\u5171\u540c\u7279\u70b9\u662f\u201c\u7a81\u53d1\u6027\u201d\u548c\u201c\u8fde\u9501\u6027\u201d\uff0c\u4f20\u7edfERP\u6392\u7a0b\u6a21\u5757\u65e0\u6cd5\u5b9e\u65f6\u611f\u77e5\u8fd9\u4e9b\u53d8\u5316\uff0c\u66f4\u9051\u8bba\u52a8\u6001\u8c03\u6574\u3002\u8ba1\u5212\u5458\u53ea\u80fd\u4f9d\u9760\u4e2a\u4eba\u7ecf\u9a8c\uff0c\u624b\u52a8\u8fdb\u884c\u7e41\u7410\u7684\u8c03\u6574\uff0c\u8fd9\u4e0d\u4ec5\u8017\u65f6\u8017\u529b\uff0c\u800c\u4e14\u5f80\u5f80\u53ea\u80fd\u505a\u51fa\u5c40\u90e8\u3001\u6b21\u4f18\u7684\u8865\u6551\uff0c\u6700\u7ec8\u5bfc\u81f4\u751f\u4ea7\u6df7\u4e71\u3001\u4ea4\u671f\u5ef6\u8bef\u548c\u6210\u672c\u5931\u63a7\u3002<\/p>\n<h3><span 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class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5373\u4fbf\u6ca1\u6709\u7a81\u53d1\u5e72\u6270\uff0c\u4f20\u7edfERP\u5728\u8ffd\u6c42\u201c\u6700\u4f18\u201d\u6392\u7a0b\u89e3\u7684\u9053\u8def\u4e0a\u4e5f\u9762\u4e34\u7740\u4e24\u5927\u5929\u7136\u969c\u788d\uff1a\u6570\u636e\u4e0e\u7b97\u529b\u3002<\/p>\n<p>\u4ece\u6570\u636e\u7ef4\u5ea6\u770b\uff0c\u6392\u7a0b\u51b3\u7b56\u9700\u8981\u4e00\u4e2a\u5168\u5c40\u7684\u3001\u5b9e\u65f6\u7684\u4fe1\u606f\u89c6\u56fe\u3002\u7136\u800c\u5728\u8bb8\u591a\u4f01\u4e1a\u4e2d\uff0c\u6570\u636e\u88ab\u5272\u88c2\u5728\u4e0d\u540c\u7684\u7cfb\u7edf\u4e2d\uff1aERP\u7ba1\u7406\u8ba2\u5355\u548c\u5e93\u5b58\uff0cMES\uff08\u5236\u9020\u6267\u884c\u7cfb\u7edf\uff09\u8bb0\u5f55\u7740\u8f66\u95f4\u7684\u5b9e\u65f6\u8fdb\u5ea6\u548c\u8bbe\u5907\u72b6\u6001\uff0cWMS\uff08\u4ed3\u5e93\u7ba1\u7406\u7cfb\u7edf\uff09\u638c\u7ba1\u7740\u7269\u6599\u7684\u7cbe\u786e\u5e93\u4f4d\uff0cQMS\uff08\u8d28\u91cf\u7ba1\u7406\u7cfb\u7edf\uff09\u5219\u5b58\u50a8\u7740\u8d28\u68c0\u6570\u636e\u3002\u8fd9\u4e9b\u7cfb\u7edf\u95f4\u7684\u6570\u636e\u5b64\u6cdb\u5bfc\u81f4\u6392\u7a0b\u6a21\u5757\u65e0\u6cd5\u83b7\u53d6\u5b8c\u6574\u7684\u51b3\u7b56\u4f9d\u636e\u3002\u4f8b\u5982\uff0cERP\u5728\u6392\u7a0b\u65f6\u53ef\u80fd\u4e0d\u77e5\u9053\u67d0\u53f0\u8bbe\u5907\u5373\u5c06\u8fdb\u5165\u9884\u5b9a\u4fdd\u517b\u5468\u671f\uff08MES\u6570\u636e\uff09\uff0c\u4e5f\u4e0d\u77e5\u9053\u67d0\u6279\u6b21\u7269\u6599\u5b58\u5728\u8d28\u91cf\u9690\u60a3\uff08QMS\u6570\u636e\uff09\uff0c\u505a\u51fa\u7684\u81ea\u7136\u662f\u201c\u7eb8\u4e0a\u8c08\u5175\u201d\u7684\u8ba1\u5212\u3002<\/p>\n<p>\u4ece\u7b97\u529b\u7ef4\u5ea6\u770b\uff0c\u751f\u4ea7\u6392\u7a0b\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u6781\u5176\u590d\u6742\u7684\u7ec4\u5408\u4f18\u5316\u95ee\u9898\uff0c\u5c5e\u4e8e\u201cNP-hard\u201d\u96be\u9898\u3002\u8fd9\u610f\u5473\u7740\u968f\u7740\u5de5\u5355\u6570\u91cf\u3001\u8bbe\u5907\u6570\u91cf\u3001\u5de5\u827a\u8def\u5f84\u548c\u7ea6\u675f\u6761\u4ef6\u7684\u589e\u52a0\uff0c\u8ba1\u7b97\u6240\u6709\u53ef\u80fd\u6392\u7a0b\u65b9\u6848\u6240\u9700\u7684\u65f6\u95f4\u4f1a\u5448\u6307\u6570\u7ea7\u7206\u70b8\u5f0f\u589e\u957f\u3002\u4e00\u4e2a\u4e2d\u7b49\u89c4\u6a21\u7684\u8f66\u95f4\uff0c\u5176\u53ef\u80fd\u7684\u6392\u7a0b\u7ec4\u5408\u6570\u91cf\u5c31\u53ef\u80fd\u8d85\u8fc7\u5b87\u5b99\u4e2d\u539f\u5b50\u7684\u603b\u6570\u3002\u4f20\u7edfERP\u53d7\u9650\u4e8e\u5176\u56fa\u6709\u7684\u7b97\u6cd5\u548c\u8ba1\u7b97\u67b6\u6784\uff0c\u6839\u672c\u65e0\u6cd5\u5728\u6709\u9650\u7684\u65f6\u95f4\u5185\uff08\u901a\u5e38\u662f\u51e0\u5206\u949f\u5230\u51e0\u5c0f\u65f6\uff09\u904d\u5386\u6240\u6709\u53ef\u80fd\u6027\u3002\u56e0\u6b64\uff0c\u5b83\u53ea\u80fd\u91c7\u7528\u7b80\u5316\u7684\u542f\u53d1\u5f0f\u89c4\u5219\uff0c\u7ed9\u51fa\u4e00\u4e2a\u201c\u53ef\u884c\u201d\u4f46\u8fdc\u975e\u201c\u6700\u4f18\u201d\u7684\u6b21\u4f18\u89e3\uff0c\u8fd9\u80cc\u540e\u9690\u85cf\u7684\u662f\u5de8\u5927\u7684\u6548\u7387\u548c\u6210\u672c\u6d6a\u8d39\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81AI%E4%BC%98%E5%8C%96%E6%8E%92%E7%A8%8B%E7%9A%84%E6%A0%B8%E5%BF%83%E9%80%BB%E8%BE%91%EF%BC%9A%E4%BB%8E%E2%80%9C%E6%B1%82%E8%A7%A3%E2%80%9D%E5%88%B0%E2%80%9C%E9%A2%84%E6%B5%8B%E4%B8%8E%E8%87%AA%E9%80%82%E5%BA%94%E2%80%9D\"><\/span>\u4e8c\u3001AI\u4f18\u5316\u6392\u7a0b\u7684\u6838\u5fc3\u903b\u8f91\uff1a\u4ece\u201c\u6c42\u89e3\u201d\u5230\u201c\u9884\u6d4b\u4e0e\u81ea\u9002\u5e94\u201d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u9762\u5bf9\u4f20\u7edfERP\u7684\u79cd\u79cd\u5c40\u9650\uff0cAI\u6280\u672f\u63d0\u4f9b\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u89e3\u9898\u601d\u8def\u3002\u5b83\u4e0d\u518d\u4ec5\u4ec5\u662f\u57fa\u4e8e\u9759\u6001\u89c4\u5219\u8fdb\u884c\u4e00\u6b21\u6027\u7684\u201c\u6c42\u89e3\u201d\uff0c\u800c\u662f\u8f6c\u5411\u4e86\u57fa\u4e8e\u6d77\u91cf\u6570\u636e\u7684\u201c\u9884\u6d4b\u4e0e\u81ea\u9002\u5e94\u201d\u51b3\u7b56\u6a21\u5f0f\u3002AI\u901a\u8fc7\u8d4b\u4e88\u6392\u7a0b\u7cfb\u7edf\u201c\u770b\u89c1\u672a\u6765\u201d\u548c\u201c\u6743\u8861\u5f53\u4e0b\u201d\u7684\u80fd\u529b\uff0c\u4ece\u6839\u672c\u4e0a\u91cd\u5851\u4e86\u751f\u4ea7\u8ba1\u5212\u7684\u5236\u5b9a\u4e0e\u6267\u884c\u903b\u8f91\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_AI%E5%A6%82%E4%BD%95%E2%80%9C%E7%9C%8B%E8%A7%81%E2%80%9D%E6%9C%AA%E6%9D%A5%EF%BC%9A%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%9C%A8%E9%9C%80%E6%B1%82%E9%A2%84%E6%B5%8B%E4%B8%8E%E9%A3%8E%E9%99%A9%E8%AF%86%E5%88%AB%E4%B8%AD%E7%9A%84%E5%BA%94%E7%94%A8\"><\/span>1. AI\u5982\u4f55\u201c\u770b\u89c1\u201d\u672a\u6765\uff1a\u673a\u5668\u5b66\u4e60\u5728\u9700\u6c42\u9884\u6d4b\u4e0e\u98ce\u9669\u8bc6\u522b\u4e2d\u7684\u5e94\u7528<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI\u4f18\u5316\u6392\u7a0b\u7684\u7b2c\u4e00\u6b65\uff0c\u662f\u5c06\u66f4\u7cbe\u51c6\u3001\u66f4\u5177\u524d\u77bb\u6027\u7684\u6570\u636e\u4f5c\u4e3a\u8f93\u5165\u3002\u8fd9\u4e3b\u8981\u901a\u8fc7\u673a\u5668\u5b66\u4e60\uff08Machine Learning\uff09\u6280\u672f\u5b9e\u73b0\u3002\u4e0e\u4f20\u7edf\u4f9d\u8d56\u5386\u53f2\u5e73\u5747\u503c\u7684\u9884\u6d4b\u65b9\u6cd5\u4e0d\u540c\uff0c\u673a\u5668\u5b66\u4e60\u80fd\u591f\u4ece\u66f4\u5e7f\u6cdb\u7684\u6570\u636e\u6e90\u4e2d\u53d1\u73b0\u590d\u6742\u7684\u3001\u975e\u7ebf\u6027\u7684\u6a21\u5f0f\u3002<\/p>\n<p>\u5728\u9700\u6c42\u9884\u6d4b\u65b9\u9762\uff0cAI\u7b97\u6cd5\u53ef\u4ee5\u6574\u5408\u5206\u6790\u5386\u53f2\u8ba2\u5355\u6570\u636e\u3001\u9500\u552e\u6570\u636e\u3001\u5e02\u573a\u5b8f\u89c2\u7ecf\u6d4e\u6307\u6807\u3001\u5b63\u8282\u6027\u5468\u671f\u3001\u751a\u81f3\u793e\u4ea4\u5a92\u4f53\u8d8b\u52bf\u548c\u4fc3\u9500\u6d3b\u52a8\u7b49\u591a\u79cd\u53d8\u91cf\u3002\u901a\u8fc7\u8bad\u7ec3\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u6a21\u578b\uff08\u5982ARIMA\u3001LSTM\uff09\uff0cAI\u80fd\u591f\u751f\u6210\u8fdc\u6bd4\u4eba\u5de5\u6216\u7b80\u5355\u7edf\u8ba1\u6a21\u578b\u66f4\u7cbe\u786e\u7684\u9500\u552e\u9884\u6d4b\u3002\u8fd9\u610f\u5473\u7740\u4f01\u4e1a\u53ef\u4ee5\u66f4\u65e9\u5730\u9884\u89c1\u672a\u6765\u7684\u8ba2\u5355\u9700\u6c42\uff0c\u63d0\u524d\u8fdb\u884c\u4ea7\u80fd\u89c4\u5212\u548c\u7269\u6599\u51c6\u5907\uff0c\u5c06\u6392\u7a0b\u7684\u8d77\u70b9\u4ece\u201c\u88ab\u52a8\u54cd\u5e94\u8ba2\u5355\u201d\u8f6c\u53d8\u4e3a\u201c\u4e3b\u52a8\u9884\u7f6e\u4ea7\u80fd\u201d\u3002<\/p>\n<p>\u5728\u98ce\u9669\u8bc6\u522b\u65b9\u9762\uff0cAI\u540c\u6837\u8868\u73b0\u51fa\u8272\u3002\u901a\u8fc7\u5206\u6790MES\u7cfb\u7edf\u4e2d\u7684\u8bbe\u5907\u8fd0\u884c\u6570\u636e\uff08\u5982\u6e29\u5ea6\u3001\u632f\u52a8\u3001\u7535\u6d41\uff09\uff0c\u673a\u5668\u5b66\u4e60\u53ef\u4ee5\u6784\u5efa\u9884\u6d4b\u6027\u7ef4\u62a4\u6a21\u578b\uff0c\u63d0\u524d\u9884\u8b66\u67d0\u53f0\u8bbe\u5907\u53ef\u80fd\u5728\u672a\u6765\u51e0\u5c0f\u65f6\u6216\u51e0\u5929\u5185\u53d1\u751f\u6545\u969c\u7684\u6982\u7387\u3002\u540c\u6837\uff0c\u901a\u8fc7\u5206\u6790\u4f9b\u5e94\u5546\u7684\u5386\u53f2\u4ea4\u4ed8\u8bb0\u5f55\u3001\u7269\u6d41\u4fe1\u606f\u548c\u533a\u57df\u98ce\u9669\u4e8b\u4ef6\uff0cAI\u80fd\u591f\u8bc4\u4f30\u51fa\u7269\u6599\u4f9b\u5e94\u5ef6\u8fdf\u7684\u98ce\u9669\u7b49\u7ea7\u3002\u8fd9\u4e9b\u9884\u6d4b\u6027\u7684\u98ce\u9669\u4fe1\u606f\uff0c\u4f7f\u5f97AI\u6392\u7a0b\u7cfb\u7edf\u5728\u5236\u5b9a\u8ba1\u5212\u65f6\uff0c\u53ef\u4ee5\u4e3b\u52a8\u89c4\u907f\u9ad8\u98ce\u9669\u8bbe\u5907\uff0c\u6216\u8005\u4e3a\u9ad8\u98ce\u9669\u7269\u6599\u9884\u7559\u7f13\u51b2\u65f6\u95f4\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u5347\u8ba1\u5212\u7684\u9c81\u68d2\u6027\u548c\u53ef\u6267\u884c\u6027\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_AI%E5%A6%82%E4%BD%95%E2%80%9C%E6%9D%83%E8%A1%A1%E2%80%9D%E5%BD%93%E4%B8%8B%EF%BC%9A%E6%99%BA%E8%83%BD%E7%AE%97%E6%B3%95%E5%9C%A8%E5%A4%9A%E7%9B%AE%E6%A0%87%E4%BC%98%E5%8C%96%E4%B8%AD%E7%9A%84%E8%A7%92%E8%89%B2\"><\/span>2. AI\u5982\u4f55\u201c\u6743\u8861\u201d\u5f53\u4e0b\uff1a\u667a\u80fd\u7b97\u6cd5\u5728\u591a\u76ee\u6807\u4f18\u5316\u4e2d\u7684\u89d2\u8272<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u771f\u5b9e\u7684\u751f\u4ea7\u6392\u7a0b\u9700\u8981\u5728\u591a\u4e2a\u76f8\u4e92\u51b2\u7a81\u7684\u76ee\u6807\u4e4b\u95f4\u5bfb\u627e\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u8fd9\u662f\u4e00\u4e2a\u5178\u578b\u7684\u591a\u76ee\u6807\u4f18\u5316\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u4e3a\u4e86\u7f29\u77ed\u4ea4\u4ed8\u5468\u671f\uff0c\u53ef\u80fd\u9700\u8981\u589e\u52a0\u8bbe\u5907\u8fd0\u884c\u65f6\u95f4\uff0c\u4ece\u800c\u5bfc\u81f4\u751f\u4ea7\u6210\u672c\u4e0a\u5347\uff1b\u800c\u4e3a\u4e86\u6700\u5927\u5316\u8bbe\u5907\u5229\u7528\u7387\uff0c\u53c8\u53ef\u80fd\u5bfc\u81f4\u67d0\u4e9b\u7d27\u6025\u8ba2\u5355\u7684\u5ef6\u8bef\u3002\u4f20\u7edf\u6392\u7a0b\u5f80\u5f80\u53ea\u80fd\u4f18\u5148\u6ee1\u8db3\u5355\u4e00\u76ee\u6807\uff0c\u987e\u6b64\u5931\u5f7c\u3002<\/p>\n<p>AI\u667a\u80fd\u4f18\u5316\u7b97\u6cd5\uff0c\u5982\u9057\u4f20\u7b97\u6cd5\uff08Genetic Algorithm\uff09\u3001\u6a21\u62df\u9000\u706b\uff08Simulated Annealing\uff09\u548c\u5f3a\u5316\u5b66\u4e60\uff08Reinforcement Learning\uff09\uff0c\u5219\u64c5\u957f\u5904\u7406\u8fd9\u7c7b\u590d\u6742\u7684\u6743\u8861\u95ee\u9898\u3002\u5b83\u4eec\u6a21\u4eff\u81ea\u7136\u754c\u7684\u8fdb\u5316\u6216\u7269\u7406\u8fc7\u7a0b\uff0c\u901a\u8fc7\u8fed\u4ee3\u8ba1\u7b97\uff0c\u5728\u5e9e\u5927\u7684\u89e3\u7a7a\u95f4\u4e2d\u9ad8\u6548\u5730\u641c\u7d22\uff0c\u6700\u7ec8\u627e\u5230\u4e00\u7ec4\u80fd\u591f\u540c\u65f6\u517c\u987e\u591a\u4e2a\u76ee\u6807\u7684\u201c\u5e15\u7d2f\u6258\u6700\u4f18\u89e3\u96c6\u201d\uff08Pareto Optimal Solutions\uff09\uff0c\u4f9b\u51b3\u7b56\u8005\u9009\u62e9\u3002<\/p>\n<p>\u4e0b\u8868\u6e05\u6670\u5730\u5bf9\u6bd4\u4e86\u4f20\u7edf\u6392\u7a0b\u4e0eAI\u6392\u7a0b\u5728\u5904\u7406\u6838\u5fc3\u76ee\u6807\u65f6\u7684\u5dee\u5f02\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"left\">\u4f18\u5316\u76ee\u6807<\/th>\n<th align=\"left\">\u4f20\u7edfERP\u6392\u7a0b\u5904\u7406\u65b9\u5f0f<\/th>\n<th align=\"left\">AI\u667a\u80fd\u6392\u7a0b\u5904\u7406\u65b9\u5f0f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><strong>\u4ea4\u4ed8\u5468\u671f\u6700\u77ed<\/strong><\/td>\n<td align=\"left\">\u91c7\u7528\u7b80\u5355\u7684\u4f18\u5148\u7ea7\u89c4\u5219\uff08\u5982EDD - \u6700\u65e9\u4ea4\u8d27\u65e5\u671f\uff09\uff0c\u4f18\u5148\u5b89\u6392\u7d27\u6025\u8ba2\u5355\uff0c\u4f46\u53ef\u80fd\u5bfc\u81f4\u8bbe\u5907\u9891\u7e41\u6362\u4ea7\uff0c\u6574\u4f53\u6548\u7387\u964d\u4f4e\u3002<\/td>\n<td align=\"left\">\u5c06\u4ea4\u4ed8\u5468\u671f\u4f5c\u4e3a\u4e00\u4e2a\u6838\u5fc3\u4f18\u5316\u51fd\u6570\uff0c\u901a\u8fc7\u667a\u80fd\u7b97\u6cd5\u6a21\u62df\u4e0d\u540c\u6392\u7a0b\u65b9\u6848\u5bf9\u6240\u6709\u8ba2\u5355\u4ea4\u671f\u7684\u5f71\u54cd\uff0c\u5bfb\u627e\u5168\u5c40\u6700\u4f18\u7684\u5b8c\u5de5\u65f6\u95f4\u7ec4\u5408\u3002<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u751f\u4ea7\u6210\u672c\u6700\u4f4e<\/strong><\/td>\n<td align=\"left\">\u57fa\u4e8e\u6807\u51c6\u5de5\u65f6\u548c\u56fa\u5b9a\u6210\u672c\u6a21\u578b\u8ba1\u7b97\uff0c\u96be\u4ee5\u8003\u8651\u52a8\u6001\u6210\u672c\uff08\u5982\u52a0\u73ed\u8d39\u3001\u52a0\u6025\u7269\u6d41\u8d39\u3001\u80fd\u8017\u6ce2\u52a8\uff09\uff0c\u65e0\u6cd5\u5b9e\u73b0\u771f\u6b63\u7684\u6210\u672c\u6700\u4f18\u3002<\/td>\n<td align=\"left\">\u80fd\u591f\u6574\u5408\u5b9e\u65f6\u6570\u636e\uff0c\u5c06\u5de5\u65f6\u3001\u7269\u6599\u3001\u80fd\u8017\u3001\u8bbe\u5907\u635f\u8017\u3001\u5e93\u5b58\u6301\u6709\u6210\u672c\u7b49\u591a\u4e2a\u52a8\u6001\u53d8\u91cf\u7eb3\u5165\u6a21\u578b\uff0c\u8ba1\u7b97\u5e76\u4f18\u5316\u7efc\u5408\u751f\u4ea7\u6210\u672c\u3002<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u8bbe\u5907\u5229\u7528\u7387\u6700\u9ad8<\/strong><\/td>\n<td align=\"left\">\u503e\u5411\u4e8e\u8ba9\u8bbe\u5907\u8fde\u7eed\u751f\u4ea7\u540c\u7c7b\u4ea7\u54c1\u4ee5\u51cf\u5c11\u6362\u4ea7\u65f6\u95f4\uff0c\u4f46\u8fd9\u53ef\u80fd\u5bfc\u81f4\u5e93\u5b58\u79ef\u538b\uff0c\u4e14\u65e0\u6cd5\u7075\u6d3b\u54cd\u5e94\u5c0f\u6279\u91cf\u3001\u591a\u54c1\u79cd\u8ba2\u5355\u3002<\/td>\n<td align=\"left\">\u5728\u6700\u5927\u5316\u5229\u7528\u7387\u7684\u540c\u65f6\uff0c\u52a8\u6001\u8003\u8651\u8ba2\u5355\u4f18\u5148\u7ea7\u3001\u7269\u6599\u7ea6\u675f\u548c\u4ea4\u671f\u8981\u6c42\uff0c\u5b9e\u73b0\u201c\u6709\u6548\u5229\u7528\u7387\u201d\u7684\u6700\u5927\u5316\uff0c\u907f\u514d\u4e3a\u751f\u4ea7\u800c\u751f\u4ea7\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u901a\u8fc7\u8fd9\u79cd\u591a\u76ee\u6807\u534f\u540c\u4f18\u5316\u7684\u80fd\u529b\uff0cAI\u6392\u7a0b\u7cfb\u7edf\u80fd\u591f\u7ed9\u51fa\u4e00\u4e2a\u65e2\u6ee1\u8db3\u5ba2\u6237\u4ea4\u671f\uff0c\u53c8\u63a7\u5236\u4e86\u751f\u4ea7\u6210\u672c\uff0c\u540c\u65f6\u8fd8\u5145\u5206\u5229\u7528\u4e86\u73b0\u6709\u4ea7\u80fd\u7684\u3001\u9ad8\u5ea6\u667a\u80fd\u5316\u7684\u5168\u5c40\u6700\u4f18\u8ba1\u5212\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E8%90%BD%E5%9C%B0%E7%AD%96%E7%95%A5%EF%BC%9A%E4%BC%81%E4%B8%9A%E5%A6%82%E4%BD%95%E5%88%86%E6%AD%A5%E9%AA%8C%E8%AF%81%E5%B9%B6%E9%83%A8%E7%BD%B2AI%E6%8E%92%E7%A8%8B%E4%BC%98%E5%8C%96%EF%BC%9F\"><\/span>\u4e09\u3001\u843d\u5730\u7b56\u7565\uff1a\u4f01\u4e1a\u5982\u4f55\u5206\u6b65\u9a8c\u8bc1\u5e76\u90e8\u7f72AI\u6392\u7a0b\u4f18\u5316\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5c06AI\u6392\u7a0b\u4ece\u6982\u5ff5\u8f6c\u5316\u4e3a\u4f01\u4e1a\u53ef\u7528\u7684\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u9700\u8981\u4e00\u4e2a\u7cfb\u7edf\u5316\u3001\u5206\u6b65\u9aa4\u7684\u843d\u5730\u7b56\u7565\u3002\u5bf9\u4e8e\u4f01\u4e1a\u51b3\u7b56\u8005\u800c\u8a00\uff0c\u5173\u952e\u5728\u4e8e\u8bc4\u4f30\u6570\u636e\u57fa\u7840\u3001\u9009\u62e9\u5408\u9002\u7684\u5b9e\u65bd\u8def\u5f84\uff0c\u786e\u4fdd\u6295\u5165\u80fd\u591f\u4ea7\u751f\u9884\u671f\u7684\u56de\u62a5\u3002\u4e00\u4e2a\u6e05\u6670\u7684\u8def\u7ebf\u56fe\u53ef\u4ee5\u6709\u6548\u964d\u4f4e\u5b9e\u65bd\u98ce\u9669\uff0c\u52a0\u901f\u4ef7\u503c\u5b9e\u73b0\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E7%AC%AC%E4%B8%80%E6%AD%A5%EF%BC%9A%E6%95%B0%E6%8D%AE%E5%9F%BA%E7%A1%80%E8%AF%84%E4%BC%B0%E4%B8%8E%E5%87%86%E5%A4%87\"><\/span>1. \u7b2c\u4e00\u6b65\uff1a\u6570\u636e\u57fa\u7840\u8bc4\u4f30\u4e0e\u51c6\u5907<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI\u7b97\u6cd5\u7684\u6548\u80fd\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u8f93\u5165\uff0c\u201c\u5783\u573e\u8fdb\uff0c\u5783\u573e\u51fa\u201d\u662f\u6570\u636e\u79d1\u5b66\u9886\u57df\u7684\u94c1\u5f8b\u3002\u56e0\u6b64\uff0c\u5728\u542f\u52a8\u4efb\u4f55AI\u9879\u76ee\u4e4b\u524d\uff0c\u5bf9\u4f01\u4e1a\u81ea\u8eab\u7684\u6570\u636e\u57fa\u7840\u8fdb\u884c\u4e00\u6b21\u5168\u9762\u7684\u8bc4\u4f30\u4e0e\u51c6\u5907\u662f\u81f3\u5173\u91cd\u8981\u7684\u4e00\u6b65\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u4ee5\u9075\u5faa\u4ee5\u4e0b\u53ef\u6267\u884c\u6e05\u5355\uff1a<\/p>\n<ol>\n<li><strong>\u6838\u5fc3\u6570\u636e\u6e90\u76d8\u70b9<\/strong>\uff1a\u9996\u5148\uff0c\u9700\u8981\u6e05\u6670\u5730\u8bc6\u522b\u51fa\u4e0e\u751f\u4ea7\u6392\u7a0b\u76f8\u5173\u7684\u6240\u6709\u6838\u5fc3\u6570\u636e\u6e90\u3002\u8fd9\u901a\u5e38\u5305\u62ec\uff1aERP\u7cfb\u7edf\u4e2d\u7684\u9500\u552e\u8ba2\u5355\u3001BOM\u3001\u5de5\u827a\u8def\u7ebf\u3001\u5e93\u5b58\u4fe1\u606f\uff1bMES\u7cfb\u7edf\u4e2d\u7684\u8bbe\u5907\u5b9e\u65f6\u72b6\u6001\u3001\u5de5\u5355\u6267\u884c\u8fdb\u5ea6\u3001\u4eba\u5458\u62a5\u5de5\u6570\u636e\uff1bWMS\u7cfb\u7edf\u4e2d\u7684\u7269\u6599\u7cbe\u786e\u5e93\u4f4d\u4e0e\u51fa\u5165\u5e93\u8bb0\u5f55\u3002\u76d8\u70b9\u5de5\u4f5c\u7684\u76ee\u7684\u662f\u786e\u4fdd\u6ca1\u6709\u9057\u6f0f\u4efb\u4f55\u5bf9\u6392\u7a0b\u51b3\u7b56\u6709\u5f71\u54cd\u7684\u5173\u952e\u4fe1\u606f\u3002<\/li>\n<li><strong>\u6570\u636e\u8d28\u91cf\u8bca\u65ad<\/strong>\uff1a\u5bf9\u76d8\u70b9\u51fa\u7684\u6570\u636e\u6e90\u8fdb\u884c\u8d28\u91cf\u8bc4\u4f30\u3002\u91cd\u70b9\u5173\u6ce8\u4e09\u4e2a\u7ef4\u5ea6\uff1a<strong>\u5b8c\u6574\u6027<\/strong>\uff08\u662f\u5426\u5b58\u5728\u5927\u91cf\u6570\u636e\u7f3a\u5931\uff1f\uff09\u3001<strong>\u51c6\u786e\u6027<\/strong>\uff08\u6570\u636e\u662f\u5426\u771f\u5b9e\u53cd\u6620\u4e86\u7269\u7406\u4e16\u754c\u7684\u72b6\u6001\uff1f\u4f8b\u5982\uff0c\u7cfb\u7edf\u5e93\u5b58\u4e0e\u5b9e\u9645\u5e93\u5b58\u662f\u5426\u4e00\u81f4\uff1f\uff09\u3001<strong>\u4e00\u81f4\u6027<\/strong>\uff08\u4e0d\u540c\u7cfb\u7edf\u95f4\u5bf9\u540c\u4e00\u5bf9\u8c61\u7684\u7f16\u7801\u6216\u5b9a\u4e49\u662f\u5426\u7edf\u4e00\uff1f\uff09\u3002\u8fd9\u4e00\u6b65\u53ef\u4ee5\u901a\u8fc7\u6570\u636e\u5256\u6790\u5de5\u5177\u6216\u62bd\u6837\u68c0\u67e5\u6765\u5b8c\u6210\u3002<\/li>\n<li><strong>\u6570\u636e\u6cbb\u7406\u4e0e\u6807\u51c6\u5316<\/strong>\uff1a\u9488\u5bf9\u8bca\u65ad\u51fa\u7684\u6570\u636e\u8d28\u91cf\u95ee\u9898\uff0c\u5236\u5b9a\u5e76\u6267\u884c\u6539\u8fdb\u8ba1\u5212\u3002\u8fd9\u53ef\u80fd\u5305\u62ec\u5efa\u7acb\u6570\u636e\u5f55\u5165\u89c4\u8303\uff0c\u6e05\u6d17\u5386\u53f2\u9519\u8bef\u6570\u636e\uff0c\u7edf\u4e00\u4e3b\u6570\u636e\u7f16\u7801\uff08\u5982\u7269\u6599\u7f16\u7801\u3001\u8bbe\u5907\u7f16\u7801\uff09\u7b49\u3002\u6570\u636e\u6cbb\u7406\u662f\u4e00\u4e2a\u6301\u7eed\u7684\u8fc7\u7a0b\uff0c\u65e8\u5728\u5efa\u7acb\u4e00\u4e2a\u53ef\u4fe1\u3001\u53ef\u9760\u7684\u6570\u636e\u57fa\u5ea7\u3002<\/li>\n<li><strong>\u5173\u952e\u7279\u5f81\u5de5\u7a0b\u6784\u5efa<\/strong>\uff1a\u4e0eAI\u670d\u52a1\u5546\u5408\u4f5c\uff0c\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u5316\u4e3aAI\u6a21\u578b\u53ef\u4ee5\u7406\u89e3\u548c\u4f7f\u7528\u7684\u201c\u7279\u5f81\u201d\u3002\u4f8b\u5982\uff0c\u5c06\u8bbe\u5907\u7684\u8fd0\u884c\u65e5\u5fd7\u8f6c\u5316\u4e3a\u201c\u8bbe\u5907\u5065\u5eb7\u5ea6\u8bc4\u5206\u201d\uff0c\u5c06\u5386\u53f2\u8ba2\u5355\u6570\u636e\u5904\u7406\u6210\u5e26\u6709\u5b63\u8282\u6027\u548c\u8d8b\u52bf\u6027\u7684\u65f6\u95f4\u5e8f\u5217\u7279\u5f81\u3002\u9ad8\u8d28\u91cf\u7684\u7279\u5f81\u5de5\u7a0b\u80fd\u591f\u76f4\u63a5\u63d0\u5347AI\u6a21\u578b\u7684\u9884\u6d4b\u4e0e\u4f18\u5316\u6548\u679c\u3002<\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"2_%E7%AC%AC%E4%BA%8C%E6%AD%A5%EF%BC%9A%E9%80%89%E6%8B%A9%E5%90%88%E9%80%82%E7%9A%84%E5%AE%9E%E6%96%BD%E8%B7%AF%E5%BE%84%E2%80%94%E2%80%94%E6%A0%87%E5%87%86ERP%E6%8F%92%E4%BB%B6_vs_%E7%81%B5%E6%B4%BB%E5%AE%9A%E5%88%B6%E5%B9%B3%E5%8F%B0\"><\/span>2. \u7b2c\u4e8c\u6b65\uff1a\u9009\u62e9\u5408\u9002\u7684\u5b9e\u65bd\u8def\u5f84\u2014\u2014\u6807\u51c6ERP\u63d2\u4ef6 vs. \u7075\u6d3b\u5b9a\u5236\u5e73\u53f0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5b8c\u6210\u4e86\u6570\u636e\u51c6\u5907\uff0c\u63a5\u4e0b\u6765\u7684\u6838\u5fc3\u51b3\u7b56\u662f\u9009\u62e9\u6280\u672f\u5b9e\u73b0\u8def\u5f84\u3002\u5e02\u573a\u4e0a\u4e3b\u6d41\u7684\u8def\u5f84\u6709\u4e24\u79cd\uff1a\u4e00\u662f\u91c7\u8d2d\u4f20\u7edfERP\u5382\u5546\u63d0\u4f9b\u7684\u3001\u6807\u51c6\u5316\u7684AI\u6392\u7a0b\u6a21\u5757\uff08\u63d2\u4ef6\uff09\uff1b\u4e8c\u662f\u901a\u8fc7\u7075\u6d3b\u7684\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5e73\u53f0\u8fdb\u884c\u5b9a\u5236\u5316\u5f00\u53d1\u3002\u4e24\u8005\u5404\u6709\u4f18\u52a3\uff0c\u4f01\u4e1a\u9700\u6839\u636e\u81ea\u8eab\u60c5\u51b5\u6743\u8861\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"left\">\u8bc4\u4f30\u7ef4\u5ea6<\/th>\n<th align=\"left\">\u4f20\u7edfERP\u5382\u5546\u6807\u51c6AI\u6a21\u5757<\/th>\n<th align=\"left\">\u57fa\u4e8e\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5e73\u53f0\uff08\u5982\u652f\u9053\u5e73\u53f0\uff09\u5b9a\u5236\u5f00\u53d1<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><strong>\u7075\u6d3b\u6027\u4e0e\u9002\u914d\u6027<\/strong><\/td>\n<td align=\"left\">\u529f\u80fd\u548c\u7b97\u6cd5\u76f8\u5bf9\u56fa\u5316\uff0c\u5bf9\u4e8e\u4f01\u4e1a\u72ec\u7279\u7684\u5de5\u827a\u6d41\u7a0b\u3001\u6392\u7a0b\u89c4\u5219\u548c\u4f18\u5316\u76ee\u6807\uff0c\u9002\u914d\u6027\u8f83\u5dee\uff0c\u96be\u4ee5\u8fdb\u884c\u6df1\u5ea6\u4fee\u6539\u3002<\/td>\n<td align=\"left\"><strong>\u9ad8\u5ea6\u7075\u6d3b<\/strong>\u3002\u53ef\u4ee5\u7cbe\u786e\u5730\u5c06\u4f01\u4e1a\u72ec\u7279\u7684\u3001\u7ecf\u8fc7\u957f\u671f\u9a8c\u8bc1\u7684\u6392\u7a0b\u7ecf\u9a8c\u548c\u4e1a\u52a1\u903b\u8f91\uff0c\u4e0e\u5148\u8fdb\u7684AI\u7b97\u6cd5\u6a21\u578b\u76f8\u7ed3\u5408\uff0c\u5b9e\u73b0100%\u8d34\u5408\u4e1a\u52a1\u9700\u6c42\u3002<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u5b9e\u65bd\u6210\u672c\u4e0e\u5468\u671f<\/strong><\/td>\n<td align=\"left\">\u521d\u59cb\u91c7\u8d2d\u6210\u672c\u53ef\u80fd\u8f83\u9ad8\uff0c\u5b9e\u65bd\u5468\u671f\u76f8\u5bf9\u56fa\u5b9a\uff0c\u4f46\u540e\u7eed\u7684\u5b9a\u5236\u5316\u5f00\u53d1\u8d39\u7528\u6602\u8d35\u4e14\u8017\u65f6\u3002<\/td>\n<td align=\"left\">\u521d\u59cb\u5f00\u53d1\u6210\u672c\u548c\u5468\u671f\u663e\u8457\u964d\u4f4e\u3002<strong>\u901a\u8fc7\u62d6\u62c9\u62fd\u7684\u914d\u7f6e\u65b9\u5f0f<\/strong>\uff0c\u4e1a\u52a1\u4eba\u5458\u5373\u53ef\u53c2\u4e0e\u6784\u5efa\uff0c\u5927\u5927\u7f29\u77ed\u4e86\u5f00\u53d1\u5468\u671f\uff0c\u901a\u5e38\u53ef\u5c06\u9879\u76ee\u5468\u671f\u7f29\u77ed2\u500d\uff0c\u6210\u672c\u964d\u4f4e50-80%\u3002<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u6280\u672f\u81ea\u4e3b\u6027<\/strong><\/td>\n<td align=\"left\">\u6838\u5fc3\u6280\u672f\u548c\u7b97\u6cd5\u638c\u63e1\u5728\u5382\u5546\u624b\u4e2d\uff0c\u4f01\u4e1a\u6210\u4e3a\u201c\u9ed1\u76d2\u201d\u4f7f\u7528\u8005\uff0c\u96be\u4ee5\u6839\u636e\u4e1a\u52a1\u53d1\u5c55\u8fdb\u884c\u81ea\u4e3b\u8fed\u4ee3\u548c\u4f18\u5316\u3002<\/td>\n<td align=\"left\">\u4f01\u4e1a\u5bf9\u5e94\u7528\u62e5\u6709\u5b8c\u5168\u7684\u63a7\u5236\u6743\u548c\u6240\u6709\u6743\u3002\u53ef\u4ee5\u6839\u636e\u5e02\u573a\u53d8\u5316\u548c\u7ba1\u7406\u9700\u6c42\uff0c<strong>\u968f\u65f6\u81ea\u4e3b\u8c03\u6574\u548c\u4f18\u5316\u6392\u7a0b\u903b\u8f91\u4e0e\u7b97\u6cd5\u6a21\u578b<\/strong>\uff0c\u6784\u5efa\u6301\u7eed\u7684\u7ade\u4e89\u4f18\u52bf\u3002<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u957f\u671f\u6269\u5c55\u6027<\/strong><\/td>\n<td align=\"left\">\u6269\u5c55\u6027\u53d7\u9650\u4e8eERP\u5382\u5546\u7684\u4ea7\u54c1\u8def\u7ebf\u56fe\uff0c\u4e0e\u5176\u4ed6\u7cfb\u7edf\u7684\u96c6\u6210\u53ef\u80fd\u5b58\u5728\u58c1\u5792\u3002<\/td>\n<td align=\"left\"><strong>\u5f3a\u5927\u7684\u96c6\u6210\u4e0e\u6269\u5c55\u80fd\u529b<\/strong>\u3002\u4f8b\u5982\uff0c<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u51ed\u501f\u5176\u5f3a\u5927\u7684<strong>\u6d41\u7a0b\u5f15\u64ce\u3001\u89c4\u5219\u5f15\u64ce\u548cAPI\u5bf9\u63a5\u80fd\u529b<\/strong>\uff0c\u80fd\u65e0\u7f1d\u8fde\u63a5ERP\u3001MES\u7b49\u5185\u5916\u90e8\u7cfb\u7edf\uff0c\u6253\u9020\u4e00\u4f53\u5316\u7684\u667a\u80fd\u5236\u9020\u534f\u540c\u5e73\u53f0\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5bf9\u4e8e\u8bb8\u591a\u8ffd\u6c42\u7cbe\u76ca\u751f\u4ea7\u548c\u67d4\u6027\u5236\u9020\u7684\u4f01\u4e1a\u800c\u8a00\uff0c\u5176\u6838\u5fc3\u7ade\u4e89\u529b\u6070\u6070\u4f53\u73b0\u5728\u90a3\u4e9b\u72ec\u7279\u7684\u6392\u7a0b\u903b\u8f91\u548c\u7ba1\u7406\u8bc0\u7a8d\u4e2d\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u9009\u62e9\u50cf<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u8fd9\u6837\u7684<span class=\"xintheme_keyword_link\"><a href=\"https:\/\/www.zdsztech.com\/engine\" target=\"_blank\" title=\"\u65e0\u4ee3\u7801\u5e73\u53f0\">\u65e0\u4ee3\u7801\u5e73\u53f0<\/a><\/span>\u8fdb\u884c\u5b9a\u5236\u5f00\u53d1\uff0c\u65e0\u7591\u662f\u66f4\u5177\u6218\u7565\u773c\u5149\u7684\u9009\u62e9\u3002\u5b83\u4e0d\u4ec5\u80fd\u786e\u4fddAI\u5e94\u7528\u5b8c\u5168\u670d\u52a1\u4e8e\u4f01\u4e1a\u72ec\u7279\u7684\u4e1a\u52a1\u6d41\u7a0b\uff0c\u66f4\u80fd\u5c06\u6570\u636e\u548c\u6280\u672f\u80fd\u529b\u6c89\u6dc0\u5728\u4f01\u4e1a\u5185\u90e8\uff0c\u6784\u5efa\u8d77\u4e00\u4e2a\u53ef\u6301\u7eed\u8fed\u4ee3\u3001\u771f\u6b63\u4e2a\u6027\u5316\u7684\u4e00\u4f53\u5316\u667a\u80fd\u6392\u7a0b\u4e2d\u67a2\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E6%95%88%E6%9E%9C%E6%8F%AD%E7%A7%98%EF%BC%9AAI%E9%A9%B1%E5%8A%A8%E7%9A%84%E7%94%9F%E4%BA%A7%E6%8E%92%E7%A8%8B%E5%B8%A6%E6%9D%A5%E4%BA%86%E5%93%AA%E4%BA%9B%E5%8F%AF%E9%87%8F%E5%8C%96%E7%9A%84%E4%B8%9A%E5%8A%A1%E4%BB%B7%E5%80%BC%EF%BC%9F\"><\/span>\u56db\u3001\u6548\u679c\u63ed\u79d8\uff1aAI\u9a71\u52a8\u7684\u751f\u4ea7\u6392\u7a0b\u5e26\u6765\u4e86\u54ea\u4e9b\u53ef\u91cf\u5316\u7684\u4e1a\u52a1\u4ef7\u503c\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5f15\u5165AI\u4f18\u5316\u751f\u4ea7\u6392\u7a0b\uff0c\u7edd\u975e\u4e00\u6b21\u5355\u7eaf\u7684\u6280\u672f\u5347\u7ea7\uff0c\u800c\u662f\u4e00\u9879\u80fd\u591f\u76f4\u63a5\u9a71\u52a8\u6838\u5fc3\u4e1a\u52a1\u6307\u6807\u63d0\u5347\u7684\u6218\u7565\u6295\u8d44\u3002\u5176\u4ef7\u503c\u4e0d\u4ec5\u4f53\u73b0\u5728\u6392\u7a0b\u6548\u7387\u672c\u8eab\uff0c\u66f4\u4f1a\u8f90\u5c04\u5230\u751f\u4ea7\u3001\u5e93\u5b58\u3001\u4ea4\u4ed8\u7b49\u591a\u4e2a\u73af\u8282\uff0c\u4e3a\u4f01\u4e1a\u5e26\u6765\u5b9e\u5b9e\u5728\u5728\u7684\u3001\u53ef\u91cf\u5316\u7684\u7ecf\u6d4e\u6548\u76ca\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E5%85%B3%E9%94%AE%E7%BB%A9%E6%95%88%E6%8C%87%E6%A0%87%EF%BC%88KPI%EF%BC%89%E7%9A%84%E6%98%BE%E8%91%97%E6%8F%90%E5%8D%87\"><\/span>1. \u5173\u952e\u7ee9\u6548\u6307\u6807\uff08KPI\uff09\u7684\u663e\u8457\u63d0\u5347<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4ece\u884c\u4e1a\u5b9e\u8df5\u548c\u6743\u5a01\u62a5\u544a\u6765\u770b\uff0cAI\u9a71\u52a8\u7684\u667a\u80fd\u6392\u7a0b\u5bf9\u5236\u9020\u4f01\u4e1a\u7684\u5173\u952e\u7ee9\u6548\u6307\u6807\uff08KPI\uff09\u6709\u7740\u663e\u8457\u7684\u6b63\u9762\u5f71\u54cd\u3002\u8fd9\u4e9b\u63d0\u5347\u662f\u8861\u91cf\u9879\u76ee\u6210\u529f\u4e0e\u5426\u7684\u6700\u76f4\u89c2\u6807\u5c3a\uff1a<\/p>\n<ul>\n<li><strong>\u8ba2\u5355\u51c6\u65f6\u4ea4\u4ed8\u7387\uff08OTD\uff09\u63d0\u534715%-25%<\/strong>\uff1a\u901a\u8fc7\u66f4\u7cbe\u51c6\u7684\u9700\u6c42\u9884\u6d4b\u548c\u5bf9\u751f\u4ea7\u5f02\u5e38\u7684\u63d0\u524d\u89c4\u907f\uff0cAI\u6392\u7a0b\u80fd\u591f\u5927\u5e45\u63d0\u9ad8\u8ba1\u5212\u7684\u53ef\u9760\u6027\uff0c\u4ece\u800c\u786e\u4fdd\u8ba2\u5355\u80fd\u591f\u6309\u7167\u627f\u8bfa\u7684\u65f6\u95f4\u4ea4\u4ed8\uff0c\u663e\u8457\u589e\u5f3a\u5ba2\u6237\u6ee1\u610f\u5ea6\u548c\u5e02\u573a\u7ade\u4e89\u529b\u3002<\/li>\n<li><strong>\u5e93\u5b58\u5468\u8f6c\u7387\u63d0\u9ad820%-50%<\/strong>\uff1aAI\u80fd\u591f\u5b9e\u73b0\u751f\u4ea7\u4e0e\u9700\u6c42\u7684\u7cbe\u51c6\u5339\u914d\uff0c\u907f\u514d\u4e86\u56e0\u9884\u6d4b\u4e0d\u51c6\u800c\u5bfc\u81f4\u7684\u539f\u6750\u6599\u548c\u6210\u54c1\u79ef\u538b\u3002\u901a\u8fc7\u6309\u9700\u751f\u4ea7\uff08Just-in-Time\uff09\u7684\u7cbe\u76ca\u6a21\u5f0f\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5927\u5e45\u964d\u4f4e\u5e93\u5b58\u6c34\u5e73\uff0c\u91ca\u653e\u88ab\u5360\u7528\u7684\u6d41\u52a8\u8d44\u91d1\u3002<\/li>\n<li><strong>\u8bbe\u5907\u7efc\u5408\u6548\u7387\uff08OEE\uff09\u63d0\u53475%-15%<\/strong>\uff1a\u667a\u80fd\u8c03\u5ea6\u7b97\u6cd5\u80fd\u591f\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u8bbe\u5907\u7b49\u5f85\u3001\u7a7a\u8f6c\u548c\u6362\u4ea7\u65f6\u95f4\uff0c\u5e76\u901a\u8fc7\u9884\u6d4b\u6027\u7ef4\u62a4\u964d\u4f4e\u975e\u8ba1\u5212\u505c\u673a\u6b21\u6570\uff0c\u4ece\u800c\u5728\u4e0d\u589e\u52a0\u8bbe\u5907\u6295\u8d44\u7684\u60c5\u51b5\u4e0b\uff0c\u6709\u6548\u63d0\u5347\u73b0\u6709\u4ea7\u80fd\u7684\u4ea7\u51fa\u3002<\/li>\n<li><strong>\u6392\u7a0b\u8017\u65f6\u7f29\u77ed80%-95%<\/strong>\uff1a\u8fc7\u53bb\u9700\u8981\u8d44\u6df1\u8ba1\u5212\u5458\u82b1\u8d39\u6570\u5c0f\u65f6\u751a\u81f3\u6570\u5929\u624d\u80fd\u5b8c\u6210\u7684\u6392\u7a0b\u5de5\u4f5c\uff0cAI\u7cfb\u7edf\u53ef\u4ee5\u5728\u51e0\u5206\u949f\u5185\u5b8c\u6210\uff0c\u5e76\u7ed9\u51fa\u8d28\u91cf\u66f4\u9ad8\u7684\u4f18\u5316\u65b9\u6848\u3002\u8fd9\u4e0d\u4ec5\u6781\u5927\u63d0\u5347\u4e86\u5de5\u4f5c\u6548\u7387\uff0c\u4e5f\u8ba9\u8ba1\u5212\u5458\u80fd\u4ece\u7e41\u7410\u7684\u8ba1\u7b97\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u4e13\u6ce8\u4e8e\u66f4\u6709\u4ef7\u503c\u7684\u7b56\u7565\u6027\u5de5\u4f5c\u3002<\/li>\n<li><strong>\u751f\u4ea7\u6210\u672c\u964d\u4f4e5%-10%<\/strong>\uff1a\u901a\u8fc7\u4f18\u5316\u8d44\u6e90\u914d\u7f6e\u3001\u51cf\u5c11\u52a0\u73ed\u3001\u964d\u4f4e\u80fd\u8017\u3001\u51cf\u5c11\u7269\u6599\u6d6a\u8d39\u7b49\u591a\u91cd\u9014\u5f84\uff0cAI\u6392\u7a0b\u80fd\u591f\u7cfb\u7edf\u6027\u5730\u5e2e\u52a9\u4f01\u4e1a\u964d\u4f4e\u7efc\u5408\u751f\u4ea7\u6210\u672c\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%A1%88%E4%BE%8B%E5%88%86%E6%9E%90%EF%BC%9A%E6%9F%90%E5%88%B6%E9%80%A0%E4%BC%81%E4%B8%9A%E5%A6%82%E4%BD%95%E5%80%9F%E5%8A%A9%E7%81%B5%E6%B4%BB%E5%B9%B3%E5%8F%B0%E5%AE%9E%E7%8E%B0%E6%8E%92%E7%A8%8B%E6%99%BA%E8%83%BD%E5%8C%96\"><\/span>2. \u6848\u4f8b\u5206\u6790\uff1a\u67d0\u5236\u9020\u4f01\u4e1a\u5982\u4f55\u501f\u52a9\u7075\u6d3b\u5e73\u53f0\u5b9e\u73b0\u6392\u7a0b\u667a\u80fd\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4ee5\u4e00\u5bb6\u4e2d\u578b\u7cbe\u5bc6\u96f6\u90e8\u4ef6\u5236\u9020\u4f01\u4e1a\u4e3a\u4f8b\uff0c\u8be5\u4f01\u4e1a\u957f\u671f\u9762\u4e34\u5c0f\u6279\u91cf\u3001\u591a\u54c1\u79cd\u3001\u4ea4\u671f\u7d27\u7684\u751f\u4ea7\u6311\u6218\u3002\u5176\u4f20\u7edf\u7684Excel+ERP\u6392\u7a0b\u65b9\u5f0f\uff0c\u5b8c\u5168\u4f9d\u8d56\u4e8e\u4e24\u4f4d\u7ecf\u9a8c\u4e30\u5bcc\u7684\u8ba1\u5212\u5458\u3002\u7d27\u6025\u63d2\u5355\u9891\u7e41\u3001\u8bbe\u5907\u6545\u969c\u7a81\u53d1\uff0c\u5bfc\u81f4\u8ba1\u5212\u51e0\u4e4e\u6bcf\u5929\u90fd\u9700\u8981\u201c\u63a8\u5012\u91cd\u6765\u201d\uff0c\u751f\u4ea7\u73b0\u573a\u6df7\u4e71\uff0c\u8ba2\u5355\u5ef6\u671f\u7387\u9ad8\u8fbe30%\u3002<\/p>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u8fc7\u7a0b\u4e2d\uff0c\u8be5\u4f01\u4e1a\u9762\u4e34\u6289\u62e9\uff1a\u662f\u8d2d\u4e70ERP\u5382\u5546\u6602\u8d35\u7684\u6807\u51c6APS\u6a21\u5757\uff0c\u8fd8\u662f\u5bfb\u6c42\u66f4\u7075\u6d3b\u7684\u89e3\u51b3\u65b9\u6848\uff1f\u7ecf\u8fc7\u6df1\u5165\u8bc4\u4f30\uff0c\u4ed6\u4eec\u53d1\u73b0\u6807\u51c6\u6a21\u5757\u65e0\u6cd5\u9002\u914d\u5176\u72ec\u7279\u7684\u201c\u5de5\u5e8f-\u6a21\u5177-\u8bbe\u5907\u201d\u5f3a\u7ed1\u5b9a\u7ea6\u675f\u4ee5\u53ca\u590d\u6742\u7684\u54c1\u8d28\u4f18\u5148\u89c4\u5219\u3002\u6700\u7ec8\uff0c\u4ed6\u4eec\u9009\u62e9\u4e86\u4e00\u5bb6\u7c7b\u4f3c<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u7684\u65e0\u4ee3\u7801\u5f00\u53d1\u5e73\u53f0\uff0c\u4e0e\u5b9e\u65bd\u987e\u95ee\u4e00\u8d77\uff0c\u5728\u77ed\u77ed\u4e09\u4e2a\u6708\u5185\uff0c\u4fbf\u6784\u5efa\u4e86\u4e00\u5957\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684AI\u667a\u80fd\u6392\u7a0b\u7cfb\u7edf\u3002<\/p>\n<p><strong>\u5b9e\u65bd\u4eae\u70b9\uff1a<\/strong><\/p>\n<ul>\n<li><strong>\u4fdd\u7559\u6838\u5fc3\u7ecf\u9a8c<\/strong>\uff1a\u5e73\u53f0\u987e\u95ee\u5e2e\u52a9\u8ba1\u5212\u5458\u5c06\u5176\u8111\u6d77\u4e2d\u590d\u6742\u7684\u6392\u7a0b\u89c4\u5219\uff08\u5982\u201cA\u7c7b\u5ba2\u6237\u7684\u8ba2\u5355\u4f18\u5148\u4f7f\u7528\u5fb7\u56fd\u8fdb\u53e3\u8bbe\u5907\u201d\u3001\u201cB\u6750\u6599\u7684\u52a0\u5de5\u5fc5\u987b\u5728\u6052\u6e29\u8f66\u95f4\u5b8c\u6210\u201d\uff09\u8f6c\u5316\u4e3a\u7cfb\u7edf\u4e2d\u7684\u4e1a\u52a1\u89c4\u5219\u3002<\/li>\n<li><strong>\u878d\u5408AI\u7b97\u6cd5<\/strong>\uff1a\u5e73\u53f0\u96c6\u6210\u4e86\u5148\u8fdb\u7684\u9057\u4f20\u7b97\u6cd5\uff0c\u4ee5\u8fd9\u4e9b\u4e1a\u52a1\u89c4\u5219\u4e3a\u786c\u6027\u7ea6\u675f\uff0c\u4ee5\u201c\u4ea4\u671f\u6ee1\u8db3\u7387\u6700\u9ad8\u201d\u548c\u201c\u7efc\u5408\u6210\u672c\u6700\u4f4e\u201d\u4e3a\u4f18\u5316\u76ee\u6807\uff0c\u8fdb\u884c\u5168\u5c40\u8fd0\u7b97\u3002<\/li>\n<li><strong>\u6570\u636e\u5b9e\u65f6\u8054\u52a8<\/strong>\uff1a\u901a\u8fc7API\uff0c\u65b0\u7cfb\u7edf\u65e0\u7f1d\u5bf9\u63a5\u4e86\u539f\u6709\u7684ERP\u7cfb\u7edf\u83b7\u53d6\u8ba2\u5355\u4fe1\u606f\uff0c\u5e76\u4e0e\u8f66\u95f4\u7684MES\u7cfb\u7edf\u5b9e\u65f6\u540c\u6b65\u5de5\u5e8f\u8fdb\u5ea6\u548c\u8bbe\u5907\u72b6\u6001\uff0c\u786e\u4fdd\u6392\u7a0b\u8fd0\u7b97\u57fa\u4e8e\u6700\u65b0\u3001\u6700\u51c6\u7684\u6570\u636e\u3002<\/li>\n<\/ul>\n<p><strong>\u6700\u7ec8\u6210\u679c\uff1a<\/strong>\u7cfb\u7edf\u4e0a\u7ebf\u534a\u5e74\u540e\uff0c\u8be5\u4f01\u4e1a\u7684\u4e1a\u52a1\u6570\u636e\u53d1\u751f\u4e86\u8d28\u7684\u98de\u8dc3\uff1a\u8ba2\u5355\u51c6\u65f6\u4ea4\u4ed8\u7387\u4ece70%\u63d0\u5347\u81f396%\uff0c\u5e93\u5b58\u8d44\u91d1\u5360\u7528\u964d\u4f4e\u4e8640%\uff0c\u6392\u7a0b\u65f6\u95f4\u4ece\u5e73\u57474\u5c0f\u65f6\u7f29\u77ed\u81f310\u5206\u949f\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u4f01\u4e1a\u5c06\u6838\u5fc3\u7684\u6392\u7a0b\u80fd\u529b\u56fa\u5316\u5728\u4e86\u81ea\u5df1\u7684\u6570\u5b57\u5316\u7cfb\u7edf\u4e2d\uff0c\u6784\u5efa\u4e86\u96be\u4ee5\u88ab\u7ade\u4e89\u5bf9\u624b\u6a21\u4eff\u7684\u6838\u5fc3\u7ade\u4e89\u529b\uff0c\u5b9e\u73b0\u4e86\u6548\u7387\u4e0e\u6210\u672c\u7684\u53cc\u91cd\u4f18\u5316\u3002<\/p>\n<h2><span 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class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7efc\u4e0a\u6240\u8ff0\uff0cAI\u6280\u672f\u6b63\u4ee5\u524d\u6240\u672a\u6709\u7684\u6df1\u5ea6\u548c\u5e7f\u5ea6\u91cd\u5851\u5236\u9020\u4e1a\u7684\u795e\u7ecf\u4e2d\u67a2\u2014\u2014\u751f\u4ea7\u6392\u7a0b\u3002\u5b83\u5c06\u6392\u7a0b\u51b3\u7b56\u4ece\u4f9d\u8d56\u4e2a\u4eba\u7ecf\u9a8c\u7684\u201c\u624b\u5de5\u4f5c\u574a\u201d\u6a21\u5f0f\uff0c\u5347\u7ea7\u4e3a\u57fa\u4e8e\u6570\u636e\u548c\u7b97\u6cd5\u7684\u201c\u667a\u80fd\u51b3\u7b56\u201d\u6a21\u5f0f\uff0c\u6709\u6548\u7834\u89e3\u4e86\u4f20\u7edfERP\u5728\u9762\u5bf9\u52a8\u6001\u5e02\u573a\u65f6\u7684\u79cd\u79cd\u74f6\u9888\u3002\u5bf9\u4e8e\u6b63\u5728\u5bfb\u6c42\u6570\u5b57\u5316\u7a81\u56f4\u7684\u4f01\u4e1a\u51b3\u7b56\u8005\u800c\u8a00\uff0c\u8fd9\u5df2\u4e0d\u518d\u662f\u201c\u662f\u5426\u9700\u8981\u201d\u7684\u9009\u62e9\u9898\uff0c\u800c\u662f\u201c\u5982\u4f55\u843d\u5730\u201d\u7684\u5fc5\u7b54\u9898\u3002<\/p>\n<p>\u6211\u4eec\u6e05\u6670\u5730\u770b\u5230\uff0c\u6210\u529f\u7684AI\u6392\u7a0b\u5b9e\u8df5\uff0c\u5176\u5173\u952e\u5728\u4e8e\u5efa\u7acb\u6b63\u786e\u7684\u8bc4\u4f30\u6846\u67b6\uff1a\u9996\u5148\uff0c\u592f\u5b9e\u6570\u636e\u57fa\u7840\u662f\u6240\u6709\u667a\u80fd\u5e94\u7528\u7684\u524d\u63d0\uff1b\u5176\u6b21\uff0c\u5728\u5b9e\u65bd\u8def\u5f84\u4e0a\uff0c\u5fc5\u987b\u9009\u62e9\u80fd\u591f\u5145\u5206\u9002\u914d\u4f01\u4e1a\u72ec\u7279\u4e1a\u52a1\u6d41\u7a0b\u3001\u517c\u5177\u7075\u6d3b\u6027\u4e0e\u6269\u5c55\u6027\u7684\u6280\u672f\u65b9\u6848\u3002AI\u5e76\u975e\u7b80\u5355\u7684\u5de5\u5177\u66ff\u6362\uff0c\u800c\u662f\u9a71\u52a8\u751f\u4ea7\u6a21\u5f0f\u4e43\u81f3\u7ba1\u7406\u601d\u60f3\u53d8\u9769\u7684\u6838\u5fc3\u5f15\u64ce\u3002<\/p>\n<p>\u5728\u8fd9\u4e00\u53d8\u9769\u7684\u6d6a\u6f6e\u4e2d\uff0c\u50cf**\u300c\u652f\u9053\u5e73\u53f0\u300d**\u8fd9\u6837\u7684\u65e0\u4ee3\u7801\u5e73\u53f0\uff0c\u6b63\u901a\u8fc7\u5176\u4f4e\u6210\u672c\u3001\u9ad8\u7075\u6d3b\u6027\u7684\u7279\u6027\uff0c\u4e3a\u5e7f\u5927\u5236\u9020\u4f01\u4e1a\u63d0\u4f9b\u4e86\u4e00\u6761\u5feb\u901f\u9a8c\u8bc1\u548c\u90e8\u7f72AI\u5e94\u7528\u7684\u654f\u6377\u8def\u5f84\u3002\u5b83\u8ba9\u4f01\u4e1a\u65e0\u9700\u5e9e\u5927\u7684IT\u56e2\u961f\u548c\u9ad8\u6602\u7684\u521d\u59cb\u6295\u8d44\uff0c\u5373\u53ef\u5c06\u81ea\u8eab\u72ec\u7279\u7684\u7ba1\u7406\u667a\u6167\u4e0e\u524d\u6cbf\u7684AI\u6280\u672f\u76f8\u7ed3\u5408\uff0c\u62e5\u62b1\u53d8\u9769\uff0c\u6784\u5efa\u8d77\u771f\u6b63\u53ef\u6301\u7eed\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u3002\u667a\u80fd\u5236\u9020\u7684\u5b8f\u4f1f\u84dd\u56fe\uff0c\u59cb\u4e8e\u8db3\u4e0b\uff0c\u800c\u4f18\u5316\u60a8\u7684\u751f\u4ea7\u6392\u7a0b\uff0c\u6b63\u662f\u8fc8\u5411\u8fd9\u4e00\u672a\u6765\u7684\u6700\u4f73\u8d77\u70b9\u3002<\/p>\n<p><a href=\"https:\/\/user.zdsztech.com\/toWorkbench?index=2\">\u514d\u8d39\u8bd5\u7528\uff0c\u5728\u7ebf\u76f4\u63a5\u8bd5\u7528<\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%85%B3%E4%BA%8EAI%E4%BC%98%E5%8C%96ERP%E6%8E%92%E7%A8%8B%E7%9A%84%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98_FAQ\"><\/span>\u5173\u4e8eAI\u4f18\u5316ERP\u6392\u7a0b\u7684\u5e38\u89c1\u95ee\u9898 (FAQ)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"1_%E5%BC%95%E5%85%A5AI%E6%8E%92%E7%A8%8B%E6%98%AF%E5%90%A6%E6%84%8F%E5%91%B3%E7%9D%80%E8%A6%81%E5%AE%8C%E5%85%A8%E6%9B%BF%E6%8D%A2%E6%8E%89%E6%88%91%E4%BB%AC%E7%8E%B0%E6%9C%89%E7%9A%84ERP%E7%B3%BB%E7%BB%9F%EF%BC%9F\"><\/span>1. \u5f15\u5165AI\u6392\u7a0b\u662f\u5426\u610f\u5473\u7740\u8981\u5b8c\u5168\u66ff\u6362\u6389\u6211\u4eec\u73b0\u6709\u7684ERP\u7cfb\u7edf\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u901a\u5e38\u4e0d\u9700\u8981\u3002\u6210\u719f\u7684AI\u6392\u7a0b\u89e3\u51b3\u65b9\u6848\u5e76\u975e\u8981\u98a0\u8986\u4f01\u4e1a\u73b0\u6709\u7684IT\u67b6\u6784\uff0c\u800c\u662f\u4f5c\u4e3a\u4e00\u79cd\u589e\u5f3a\u578b\u7684\u201c\u667a\u80fd\u5927\u8111\u201d\u4e0e\u4e4b\u534f\u540c\u5de5\u4f5c\u3002\u4e3b\u6d41\u7684\u5b9e\u73b0\u65b9\u5f0f\u662f\u901a\u8fc7API\uff08\u5e94\u7528\u7a0b\u5e8f\u7f16\u7a0b\u63a5\u53e3\uff09\u4e0e\u60a8\u73b0\u6709\u7684ERP\u7cfb\u7edf\uff08\u65e0\u8bba\u662f\u91d1\u8776\u3001\u7528\u53cb\u8fd8\u662fSAP\u7b49\uff09\u8fdb\u884c\u65e0\u7f1d\u96c6\u6210\u3002\u6574\u4e2a\u5de5\u4f5c\u6d41\u7a0b\u662f\uff1aAI\u6392\u7a0b\u7cfb\u7edf\u4eceERP\u4e2d\u81ea\u52a8\u8bfb\u53d6\u9500\u552e\u8ba2\u5355\u3001\u7269\u6599\u5e93\u5b58\u3001BOM\u7b49\u57fa\u7840\u6570\u636e\uff0c\u7ed3\u5408\u4eceMES\u7b49\u5176\u4ed6\u7cfb\u7edf\u83b7\u53d6\u7684\u5b9e\u65f6\u751f\u4ea7\u6570\u636e\u8fdb\u884c\u590d\u6742\u8fd0\u7b97\u548c\u4f18\u5316\uff0c\u6700\u540e\u5c06\u6700\u4f18\u7684\u6392\u7a0b\u8ba1\u5212\u7ed3\u679c\u56de\u5199\u5230ERP\u7cfb\u7edf\u4e2d\uff0c\u7531ERP\u7ee7\u7eed\u6267\u884c\u540e\u7eed\u7684\u7269\u6599\u9700\u6c42\u8ba1\u5212\uff08MRP\uff09\u3001\u91c7\u8d2d\u548c\u8d22\u52a1\u7b49\u6d41\u7a0b\u3002\u50cf<strong>\u652f\u9053<\/strong>\u8fd9\u6837\u7684\u65e0\u4ee3\u7801\u5e73\u53f0\u5c24\u5176\u64c5\u957f\u8fd9\u79cd\u65b0\u65e7\u7cfb\u7edf\u7684\u8fde\u63a5\u4e0e\u96c6\u6210\uff0c\u80fd\u591f\u786e\u4fdd\u6570\u636e\u6d41\u7684\u987a\u7545\u4e0e\u4e00\u81f4\uff0c\u4fdd\u62a4\u60a8\u539f\u6709\u7684IT\u6295\u8d44\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%88%91%E4%BB%AC%E6%98%AF%E4%B8%80%E5%AE%B6%E4%B8%AD%E5%B0%8F%E5%9E%8B%E5%88%B6%E9%80%A0%E4%BC%81%E4%B8%9A%EF%BC%8C%E6%98%AF%E5%90%A6%E6%9C%89%E5%BF%85%E8%A6%81%E4%B8%94%E6%9C%89%E8%83%BD%E5%8A%9B%E5%AE%9E%E6%96%BDAI%E6%8E%92%E7%A8%8B%EF%BC%9F\"><\/span>2. \u6211\u4eec\u662f\u4e00\u5bb6\u4e2d\u5c0f\u578b\u5236\u9020\u4f01\u4e1a\uff0c\u662f\u5426\u6709\u5fc5\u8981\u4e14\u6709\u80fd\u529b\u5b9e\u65bdAI\u6392\u7a0b\uff1f<span 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