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class=\"wp-block-heading\" id=\"-3\">\u7b2c\u4e03\u540d:\u6574\u5ee0\u80fd\u6e90\u7ba1\u7406\u8207\u78b3\u8ffd\u8e64\u7cfb\u7d71<\/h2>\n\n\n\n<p>\u96a8\u8457\u5168\u7403\u6de8\u96f6\u78b3\u6392\u8da8\u52e2\u8207\u78b3\u8cbb\u5373\u5c07\u958b\u5fb5,\u88fd\u9020\u696d\u9762\u81e8\u8d8a\u4f86\u8d8a\u5927\u7684\u80fd\u6e90\u6210\u672c\u8207\u78b3\u7ba1\u7406\u58d3\u529b\u3002\u6574\u5ee0\u80fd\u6e90\u7ba1\u7406\u8207\u78b3\u8ffd\u8e64\u7cfb\u7d71\u900f\u904e\u667a\u6167\u96fb\u9336\u3001IoT\u611f\u6e2c\u5668\u8207AI\u6f14\u7b97\u6cd5,\u5373\u6642\u76e3\u63a7\u6c34\u96fb\u6c23\u7b49\u80fd\u6e90\u4f7f\u7528\u72c0\u6cc1,\u5206\u6790\u80fd\u8017\u71b1\u9ede\u4e26\u63d0\u4f9b\u512a\u5316\u5efa\u8b70,\u540c\u6642\u8a08\u7b97\u7522\u54c1\u78b3\u8db3\u8de1\u4ee5\u7b26\u5408\u4f9b\u61c9\u93c8ESG\u8981\u6c42,\u5df2\u6210\u70ba\u667a\u6167\u5de5\u5ee0\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u74b0\u3002<\/p>\n\n\n\n<p>\u80fd\u6e90\u7ba1\u7406\u7cfb\u7d71\u7684\u9996\u8981\u50f9\u503c\u662f<strong>\u53ef\u8996\u5316\u8207\u53ef\u63a7\u5236<\/strong>\u3002\u8a31\u591a\u5de5\u5ee0\u96d6\u7136\u7e73\u7d0d\u9ad8\u984d\u96fb\u8cbb,\u537b\u4e0d\u6e05\u695a\u54ea\u4e9b\u8a2d\u5099\u3001\u54ea\u500b\u6642\u6bb5\u3001\u54ea\u689d\u7522\u7dda\u8017\u96fb\u6700\u5147\u3002\u900f\u904e\u5206\u9805\u8a08\u91cf\u8207\u5373\u6642\u76e3\u63a7,\u4f60\u80fd\u6e05\u695a\u770b\u5230\u7a7a\u58d3\u6a5f\u3001\u51b0\u6c34\u4e3b\u6a5f\u3001\u52a0\u71b1\u7210\u7b49\u8017\u80fd\u8a2d\u5099\u7684\u5be6\u969b\u7528\u96fb\u66f2\u7dda,\u767c\u73fe\u7570\u5e38\u8017\u80fd\u73fe\u8c61\u2014\u2014\u4f8b\u5982\u67d0\u53f0\u7a7a\u58d3\u6a5f\u591c\u9593\u7121\u4eba\u751f\u7522\u6642\u4ecd\u6301\u7e8c\u904b\u8f49\u3001\u51b7\u537b\u6c34\u5854\u672a\u4f9d\u5b63\u7bc0\u8abf\u6574\u904b\u8f49\u53c3\u6578\u7b49\u3002\u4e00\u5bb6\u91d1\u5c6c\u8868\u9762\u8655\u7406\u5ee0\u900f\u904e\u80fd\u6e90\u7cfb\u7d71\u767c\u73fe,\u9031\u672b\u505c\u5de5\u6642\u4ecd\u670915%\u7684\u57fa\u8f09\u96fb\u529b\u6d88\u8017,\u6df1\u5165\u8ffd\u67e5\u5f8c\u767c\u73fe\u662f\u7167\u660e\u3001\u7a7a\u8abf\u3001\u5f85\u6a5f\u8a2d\u5099\u672a\u5b8c\u5168\u95dc\u9589,\u6539\u5584\u5f8c\u6bcf\u6708\u7bc0\u7701\u96fb\u8cbb\u7d0412\u842c\u5143\u3002<\/p>\n\n\n\n<p><strong>AI\u512a\u5316\u529f\u80fd\u9032\u4e00\u6b65\u91cb\u653e\u7bc0\u80fd\u6f5b\u529b<\/strong>\u3002\u7cfb\u7d71\u6703\u5b78\u7fd2\u4e0d\u540c\u7522\u54c1\u3001\u4e0d\u540c\u7522\u91cf\u4e0b\u7684\u6700\u4f73\u80fd\u6e90\u914d\u7f6e,\u81ea\u52d5\u8abf\u63a7\u7a7a\u8abf\u6eab\u5ea6\u3001\u7a7a\u58d3\u6a5f\u555f\u505c\u3001\u7167\u660e\u4eae\u5ea6\u7b49\u53c3\u6578\u3002\u67d0\u98df\u54c1\u5ee0\u5c0e\u5165\u5f8c,AI\u6839\u64da\u751f\u7522\u6392\u7a0b\u9810\u5148\u8abf\u6574\u51b7\u51cd\u5eab\u6eab\u5ea6\u3001\u512a\u5316\u58d3\u7e2e\u6a5f\u904b\u8f49\u6642\u6bb5,\u5728\u7dad\u6301\u54c1\u8cea\u524d\u63d0\u4e0b\u964d\u4f4e15%\u80fd\u6e90\u6210\u672c,\u5e74\u7bc0\u7701\u7d04480\u842c\u5143\u3002\u5c0d\u65bc\u7528\u96fb\u5927\u6236,\u7cfb\u7d71\u9084\u80fd\u57f7\u884c\u9700\u91cf\u53cd\u61c9(Demand Response)\u7b56\u7565,\u5728\u5c16\u5cf0\u6642\u6bb5\u81ea\u52d5\u8abf\u964d\u975e\u95dc\u9375\u8a2d\u5099\u7528\u96fb,\u907f\u514d\u5951\u7d04\u5bb9\u91cf\u7f70\u6b3e\u4e26\u8cfa\u53d6\u53f0\u96fb\u56de\u994b\u91d1\u3002<\/p>\n\n\n\n<p><strong>\u78b3\u8ffd\u8e64\u529f\u80fd\u56de\u61c9\u4f9b\u61c9\u93c8\u8981\u6c42<\/strong>\u3002\u8d8a\u4f86\u8d8a\u591a\u570b\u969b\u54c1\u724c\u8981\u6c42\u4f9b\u61c9\u5546\u63d0\u4f9b\u7522\u54c1\u78b3\u8db3\u8de1\u6578\u64da,\u82e5\u7121\u6cd5\u63d0\u4f9b\u53ef\u80fd\u9762\u81e8\u8a02\u55ae\u6d41\u5931\u98a8\u96aa\u3002\u80fd\u6e90\u7ba1\u7406\u7cfb\u7d71\u80fd\u81ea\u52d5\u8a08\u7b97\u6bcf\u6279\u6b21\u7522\u54c1\u7684\u88fd\u9020\u904e\u7a0b\u78b3\u6392\u653e,\u5305\u542b\u76f4\u63a5\u6392\u653e(\u8a2d\u5099\u71c3\u71d2\u5316\u77f3\u71c3\u6599)\u3001\u9593\u63a5\u6392\u653e(\u5916\u8cfc\u96fb\u529b)\u3001\u4e0a\u6e38\u6392\u653e(\u539f\u7269\u6599\u751f\u7522)\u7b49\u7bc4\u7587\u4e00\u81f3\u7bc4\u7587\u4e09\u6578\u64da,\u7522\u51fa\u7b26\u5408ISO 14067\u6216PAS 2050\u6a19\u6e96\u7684\u78b3\u8db3\u8de1\u5831\u544a,\u5354\u52a9\u4f60\u901a\u904e\u5ba2\u6236\u7a3d\u6838\u4e26\u722d\u53d6\u7da0\u8272\u8a02\u55ae\u6ea2\u50f9\u3002<\/p>\n\n\n\n<p><strong>\u6295\u8cc7\u9580\u6abb\u76f8\u5c0d\u89aa\u6c11<\/strong>\u3002\u57fa\u790e\u578b\u6574\u5ee0\u80fd\u6e90\u76e3\u63a7\u7cfb\u7d71(\u542b\u667a\u6167\u96fb\u9336\u3001IoT\u9598\u9053\u5668\u3001\u96f2\u7aef\u5e73\u53f0)\u6295\u8cc7\u7d04200\u842c\u81f3400\u842c\u5143,\u8996\u76e3\u63a7\u9ede\u4f4d\u6578\u91cf\u800c\u5b9a\u3002\u9032\u968e\u529f\u80fd\u5982AI\u512a\u5316\u63a7\u5236\u3001\u78b3\u8db3\u8de1\u8a08\u7b97\u6a21\u7d44\u53ef\u80fd\u518d\u589e\u52a0100\u842c\u81f3200\u842c\u5143\u3002\u4ee5\u5e74\u5ea6\u96fb\u8cbb2000\u842c\u5143\u7684\u5de5\u5ee0\u70ba\u4f8b,\u82e5\u80fd\u900f\u904e\u7cfb\u7d71\u512a\u5316\u964d\u4f4e10%\u80fd\u6e90\u6210\u672c(\u9019\u662f\u4fdd\u5b88\u4f30\u8a08),\u6bcf\u5e74\u7bc0\u7701200\u842c\u5143,\u6295\u8cc7\u56de\u6536\u671f\u50c5\u97002\u81f33\u5e74\u3002\u6b64\u5916,\u8a31\u591a\u5730\u65b9\u653f\u5e9c\u63d0\u4f9b\u667a\u6167\u7bc0\u80fd\u88dc\u52a9,\u6700\u9ad8\u53ef\u88dc\u52a9\u8a2d\u5099\u8cbb\u752850%,\u9032\u4e00\u6b65\u7e2e\u77ed\u56de\u6536\u671f\u3002<\/p>\n\n\n\n<p>\u9078\u64c7\u65b9\u6848\u6642\u9700\u6ce8\u610f<strong>\u7cfb\u7d71\u6574\u5408\u80fd\u529b\u8207\u64f4\u5c55\u6027<\/strong>\u3002\u512a\u79c0\u7684\u80fd\u6e90\u7ba1\u7406\u7cfb\u7d71\u61c9\u80fd\u4e32\u63a5MES\u3001ERP\u53d6\u5f97\u751f\u7522\u8cc7\u8a0a,\u624d\u80fd\u9032\u884c\u7522\u54c1\u7d1a\u80fd\u8017\u5206\u6790\u8207\u78b3\u8db3\u8de1\u8a08\u7b97\u3002\u82e5\u50c5\u662f\u7368\u7acb\u904b\u4f5c\u7684\u76e3\u63a7\u7cfb\u7d71,\u50f9\u503c\u6709\u9650\u3002\u6b64\u5916,\u78ba\u8a8d\u7cfb\u7d71\u662f\u5426\u652f\u63f4\u672a\u4f86\u64f4\u5145\u2014\u2014\u7576\u4f60\u589e\u8a2d\u592a\u967d\u80fd\u5149\u96fb\u3001\u5132\u80fd\u8a2d\u5099\u3001\u96fb\u52d5\u8eca\u5145\u96fb\u6a01\u6642,\u80fd\u5426\u7d0d\u5165\u7d71\u4e00\u7ba1\u7406?\u96a8\u8457\u80fd\u6e90\u7d50\u69cb\u8d8a\u4f86\u8d8a\u8907\u96dc,\u9078\u64c7\u5177\u5099\u5fae\u96fb\u7db2\u7ba1\u7406\u80fd\u529b\u7684\u5e73\u53f0\u8f03\u6709\u524d\u77bb\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"-4\">\u6210\u529f\u5be6\u65bd\u7684\u95dc\u9375:\u8cc7\u6599\u6a19\u6e96\u5316\u8207\u7dad\u904b\u80fd\u529b<\/h2>\n\n\n\n<p>\u7121\u8ad6\u9078\u64c7\u54ea\u4e00\u7a2e\u667a\u6167\u5de5\u5ee0\u65b9\u6848,\u6709\u5169\u500b\u8de8\u65b9\u6848\u7684\u6210\u529f\u95dc\u9375\u56e0\u7d20,\u6c7a\u5b9a\u4f60\u7684\u6295\u8cc7\u662f\u767c\u63ee\u4e58\u6578\u6548\u61c9\u9084\u662f\u6dea\u70ba\u868a\u5b50\u7cfb\u7d71\u3002\u7b2c\u4e00\u500b\u662f<strong>\u8cc7\u6599\u8207\u6d41\u7a0b\u6a19\u6e96\u5316<\/strong>,\u7b2c\u4e8c\u500b\u662f<strong>OT\u8cc7\u5b89\u8207\u7dad\u904b\u80fd\u529b<\/strong>\u3002<\/p>\n\n\n\n<p>\u8cc7\u6599\u6a19\u6e96\u5316\u662f\u667a\u6167\u5de5\u5ee0\u7684\u57fa\u790e\u5de5\u7a0b,\u537b\u5f80\u5f80\u88ab\u4f4e\u4f30\u6216\u5ffd\u7565\u3002\u4f60\u53ef\u80fd\u9047\u904e\u9019\u4e9b\u60c5\u5883:\u540c\u4e00\u500b\u96f6\u4ef6\u5728\u4e0d\u540c\u7cfb\u7d71\u4e2d\u6709\u4e09\u7a2e\u6599\u865f\u3001\u540c\u4e00\u9053\u88fd\u7a0b\u5de5\u6642\u5404\u5de5\u7a0b\u5e2b\u8a18\u9304\u7684\u6a19\u6e96\u4e0d\u4e00\u3001\u54c1\u8cea\u898f\u683c\u6563\u843d\u5728\u7d19\u672c\u8207Excel\u4e2d\u4e14\u7248\u672c\u4e0d\u4e00\u81f4\u3002\u7576\u4f60\u5c0e\u5165MES\u6216AI\u7cfb\u7d71\u6642,\u9019\u4e9b<strong>\u8cc7\u6599\u4e0d\u4e00\u81f4\u554f\u984c\u6703\u88ab\u653e\u5927\u767e\u500d<\/strong>\u2014\u2014\u7cfb\u7d71\u7121\u6cd5\u6b63\u78ba\u4e32\u806fBOM\u3001\u6392\u7a0b\u6f14\u7b97\u6cd5\u5f97\u51fa\u8352\u8b2c\u7d50\u679c\u3001AI\u6a21\u578b\u5b78\u5230\u932f\u8aa4\u7684\u56e0\u679c\u95dc\u4fc2\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64,\u667a\u6167\u5de5\u5ee0\u5c08\u6848\u61c9\u8a72\u5f9e<strong>\u4e3b\u6578\u64da\u6cbb\u7406(MDM)<\/strong>\u958b\u59cb\u3002\u4f60\u9700\u8981\u6210\u7acb\u8de8\u90e8\u9580\u5718\u968a,\u7cfb\u7d71\u6027\u6574\u7406\u6599\u865f\u4e3b\u6a94\u3001BOM\u7d50\u69cb\u3001\u5de5\u85dd\u8def\u5f91\u3001\u8a2d\u5099\u7de8\u78bc\u3001\u91cf\u6e2c\u65b9\u6cd5\u7b49\u6838\u5fc3\u8cc7\u6599,\u5efa\u7acb\u55ae\u4e00\u771f\u5be6\u4f86\u6e90(Single Source of Truth)\u3002\u9019\u500b\u904e\u7a0b\u53ef\u80fd\u8017\u66423\u81f36\u500b\u6708,\u904e\u7a0b\u75db\u82e6\u4f46\u7d55\u5c0d\u503c\u5f97\u2014\u2014\u67d0\u96fb\u5b50\u5ee0\u5728\u5c0e\u5165MES\u524d\u82b1\u4e864\u500b\u6708\u6574\u7406\u8cc7\u6599,\u96d6\u7136\u5ef6\u9072\u5c08\u6848\u9032\u5ea6,\u4f46\u7cfb\u7d71\u4e0a\u7dda\u5f8c\u50c5\u9700\u5fae\u8abf\u5c31\u80fd\u7a69\u5b9a\u904b\u4f5c,\u76f8\u8f03\u65bc\u53e6\u4e00\u5bb6\u7701\u7565\u6b64\u6b65\u9a5f\u7684\u540c\u696d,\u4e0a\u7dda\u5f8c\u4fee\u4fee\u88dc\u88dc\u9577\u905418\u500b\u6708\u4ecd\u554f\u984c\u4e0d\u65b7\u3002<\/p>\n\n\n\n<p><strong>\u6d41\u7a0b\u6a19\u6e96\u5316\u540c\u6a23\u95dc\u9375<\/strong>\u3002\u667a\u6167\u7cfb\u7d71\u8981\u80fd\u767c\u63ee\u6548\u76ca,\u524d\u63d0\u662f\u4f5c\u696d\u6d41\u7a0b\u6709\u4e00\u5b9a\u7684\u6a19\u6e96\u6027\u8207\u53ef\u91cd\u8907\u6027\u3002\u82e5\u4f60\u7684\u7522\u7dda\u6bcf\u5f35\u5de5\u55ae\u90fd\u9700\u8981\u5927\u91cf\u4eba\u5de5\u5224\u65b7\u3001\u6d41\u7a0b\u96a8\u6642\u56e0\u61c9\u8b8a\u52d5,\u7cfb\u7d71\u518d\u8070\u660e\u4e5f\u5e6b\u4e0d\u4e0a\u5fd9\u3002\u5efa\u8b70\u5148\u900f\u904e\u7cbe\u5be6\u751f\u7522(Lean)\u6216\u516d\u6a19\u6e96\u5dee(Six Sigma)\u624b\u6cd5,\u512a\u5316\u4e26\u6a19\u6e96\u5316\u6838\u5fc3\u6d41\u7a0b,\u518d\u5c0e\u5165\u6578\u4f4d\u7cfb\u7d71\u56fa\u5316\u6700\u4f73\u5be6\u52d9\u3002<\/p>\n\n\n\n<p>OT\u8cc7\u5b89\u8207\u7dad\u904b\u80fd\u529b\u662f\u667a\u6167\u5de5\u5ee0\u9577\u671f\u5065\u5eb7\u904b\u4f5c\u7684\u4fdd\u969c\u3002<strong>OT\u74b0\u5883\u7684\u7db2\u8def\u67b6\u69cb\u61c9\u63a1\u53d6\u7e31\u6df1\u9632\u79a6<\/strong>:\u900f\u904e\u9632\u706b\u7246\u9694\u96e2OT\u7db2\u8def\u8207IT\u7db2\u8def\u3001\u9650\u5236\u8a2d\u5099\u5c0d\u5916\u9023\u7dda\u3001\u5be6\u65bd\u6700\u5c0f\u6b0a\u9650\u539f\u5247\u3001\u5b9a\u671f\u66f4\u65b0\u8a2d\u5099\u97cc\u9ad4\u3002\u8a31\u591a\u5de5\u5ee0\u7684\u8a2d\u5099\u63a7\u5236\u7db2\u8def\u6beb\u7121\u9632\u8b77,\u4e00\u65e6\u906d\u53d7\u52d2\u7d22\u8edf\u9ad4\u653b\u64ca,\u6574\u689d\u7522\u7dda\u53ef\u80fd\u7671\u7613\u6578\u65e5\u3002\u5efa\u8b70\u53c3\u8003IEC 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