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\u0645\u0646\u062a\u062c \u0645\u062e\u062a\u0644\u0641\u060c \u064a\u062e\u0636\u0639 \u0645\u0639\u0638\u0645\u0647\u0627 \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u062e\u0644\u0627\u0644 \u0627\u0644\u0639\u0627\u0645 \u0628\u0633\u0628\u0628 \u0646\u0634\u0631 \u0623\u0643\u062b\u0631 \u0645\u0646 50 \u062a\u0642\u0646\u064a\u0629 \u0631\u0642\u0645\u064a\u0629 \u0648\u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0646 \u0628\u064a\u0646\u0647\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629. \u062a\u062d\u0643\u064a \u0634\u0631\u0643\u062a\u0627 Siemens Amberg \u0648 Eaton Changzhou \u0642\u0635\u0629 \u0645\u0645\u0627\u062b\u0644\u0629\u060c \u0648\u0642\u062f \u062a\u0646\u0627\u0648\u0644\u0646\u0627 \u0643\u064a\u0641 \u0648\u0635\u0644\u0648\u0627 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\u064a\u0645\u0643\u0646 \u062a\u0643\u0631\u0627\u0631 \u0648\u0643\u064a\u0644 \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647 \u0644\u0645\u0647\u0645\u0629 \u0645\u0639\u064a\u0646\u0629\u061b \u0646\u0647\u062c\u0646\u0627 \u064a\u062e\u0641\u0641 \u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u062f\u064a.<br \/>\n<span style=\"color: #ff0000;\">\u0627\u0644\u0623\u0645\u0627\u0646<\/span>: \u062f\u0645\u062c \u0639\u062f\u062f \u0623\u0643\u0628\u0631 \u0645\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u064a\u062e\u0644\u0642 \u0638\u0631\u0648\u0641\u064b\u0627 \u0644\u0639\u062f\u062f \u0623\u0643\u0628\u0631 \u0645\u0646 \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062f\u0627\u0628\u064a\u0631 \u062a\u062d\u0643\u0645 \u0641\u0639\u0627\u0644\u0629.<br \/>\n<span style=\"color: #ff0000;\">\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a<\/span>: \u064a\u0646\u062a\u0642\u0644 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0645\u0646 \u0623\u062f\u0627\u0621 \u0645\u0647\u0627\u0645\u0647\u0645 \u0625\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0645\u0627 \u064a\u062a\u0637\u0644\u0628 \u062a\u062f\u0631\u064a\u0628\u064b\u0627 \u062e\u0627\u0635\u064b\u0627.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1952\" src=\"https:\/\/benlongkj.com\/wp-content\/uploads\/2026\/10\/How-to-Deploy-AI-Agents-in-a-Manufacturing-Plant.webp\" alt=\"\" width=\"1448\" height=\"1086\" \/><\/p>\n<h2>\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c PLC\u060c MES \u0648\u0627\u0644\u0645\u0635\u0646\u0639 \u0627\u0644\u0630\u0643\u064a<\/h2>\n<p>\u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0645\u062e\u0627\u0648\u0641 \u0634\u064a\u0648\u0639\u064b\u0627 \u0627\u0644\u062a\u064a \u0646\u0633\u0645\u0639\u0647\u0627 \u0645\u0646 \u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0628\u0633\u064a\u0637\u0629: \u201c\u0647\u0644 \u0633\u064a\u0628\u062f\u0623 \u0647\u0630\u0627 \u0627\u0644\u0634\u064a\u0621 \u0641\u064a \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0625\u0644\u0649 PLC \u0627\u0644\u062e\u0627\u0635 \u0628\u064a\u061f\u201d \u0627\u0644\u062c\u0648\u0627\u0628 \u0627\u0644\u0642\u0635\u064a\u0631 \u0647\u0648 \u0623\u0646\u0647 \u0644\u0627 \u064a\u0646\u0628\u063a\u064a \u0623\u0646 \u064a\u0641\u0639\u0644 \u0630\u0644\u0643. \u0644\u0641\u0647\u0645 \u0627\u0644\u0633\u0628\u0628\u060c \u0645\u0646 \u0627\u0644\u0645\u0641\u064a\u062f \u0627\u0644\u0646\u0638\u0631 \u0625\u0644\u0649 \u0645\u0643\u0627\u0646 \u0648\u062c\u0648\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0641\u064a \u0637\u0628\u0642\u0629 \u0627\u0644\u0623\u062a\u0645\u062a\u0629.<\/p>\n<h3>\u0645\u0643\u0627\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u0644\u064a \u0641\u064a \u0637\u0628\u0642\u0629 \u0627\u0644\u0623\u062a\u0645\u062a\u0629<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u0627\u0644\u0637\u0628\u0642\u0629<\/th>\n<th>\u0645\u0627 \u0627\u0644\u0630\u064a \u062a\u0641\u0639\u0644\u0647<\/th>\n<th>\u062f\u0648\u0631 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>PLC \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629<\/td>\n<td>\u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u062d\u062a\u0645\u064a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u060c \u0627\u0644\u0623\u0642\u0641\u0627\u0644 \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629 \u0648\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0633\u0644\u0627\u0645\u0629<\/td>\n<td>\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u0642\u0637\u061b \u0644\u0627 \u064a\u0648\u062c\u062f \u062a\u062d\u0643\u0645 \u0645\u0628\u0627\u0634\u0631 \u0641\u064a \u0627\u0644\u062d\u0631\u0643\u0629 \u0623\u0648 \u0627\u0644\u0633\u0644\u0627\u0645\u0629<\/td>\n<\/tr>\n<tr>\n<td>SCADA \/ \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0625\u0646\u0633\u0627\u0646 \u0648\u0627\u0644\u0622\u0644\u0629<\/td>\n<td>\u0627\u0644\u062a\u0635\u0648\u0631\u060c \u0627\u0644\u0625\u0646\u0630\u0627\u0631\u0627\u062a \u0648\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0645\u0634\u063a\u0644<\/td>\n<td>\u0634\u0631\u062d \u0627\u0644\u0625\u0646\u0630\u0627\u0631\u0627\u062a \u0648\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0645\u0634\u063a\u0644\u064a\u0646 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0623\u0639\u0637\u0627\u0644<\/td>\n<\/tr>\n<tr>\n<td>MES<\/td>\n<td>\u0627\u0644\u0623\u0648\u0627\u0645\u0631\u060c \u0627\u0644\u0648\u0635\u0641\u0627\u062a\u060c \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u062a\u062a\u0628\u0639<\/td>\n<td>\u0627\u0644\u0633\u0637\u062d \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0644\u0644\u0639\u0645\u0644: \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0641\u062a\u064a\u0634\u060c \u0627\u0644\u062a\u0648\u0642\u0641\u0627\u062a\u060c \u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0639\u0645\u0644<\/td>\n<\/tr>\n<tr>\n<td>ERP \/ \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f<\/td>\n<td>\u0627\u0644\u0637\u0644\u0628\u060c \u0627\u0644\u0634\u0631\u0627\u0621\u060c \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629<\/td>\n<td>\u0625\u0639\u0627\u062f\u0629 \u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0623\u0648\u0627\u0645\u0631\u060c \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0625\u0644\u0649 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0648\u0631\u062f\u060c \u0627\u0642\u062a\u0631\u0627\u062d \u0627\u0644\u0645\u0634\u062a\u0631\u064a\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td>\u0637\u0628\u0642\u0629 \u0627\u0644\u0648\u0643\u064a\u0644 \u0648\u0627\u0644\u062a\u0646\u0633\u064a\u0642<\/td>\n<td>\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646\u060c \u0641\u0631\u0636 \u0627\u0644\u0623\u0630\u0648\u0646\u0627\u062a\u060c \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a<\/td>\n<td>\u062a\u0642\u0639 \u0641\u0648\u0642 MES \u0648 ERP\u060c \u062e\u0627\u0631\u062c \u062d\u0644\u0642\u0629 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"color: #800000;\">\u064a\u064f\u0642\u0635\u062f \u0628\u0640 PLC \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0643\u0644 \u0645\u0627 \u064a\u062d\u062f\u062b \u062e\u0644\u0627\u0644 \u0623\u062c\u0632\u0627\u0621 \u0645\u0646 \u0627\u0644\u062b\u0627\u0646\u064a\u0629\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0644\u0636\u0645\u0627\u0646 \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0648\u0627\u0644\u0622\u0644\u0627\u062a.<\/span> \u062a\u0639\u062a\u0645\u062f \u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0630\u0629 \u062e\u0644\u0627\u0644 \u062f\u0642\u0627\u0626\u0642\/\u0633\u0627\u0639\u0627\u062a \u0648\u0648\u0631\u062f\u064a\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u062c\u0645\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0642\u062f \u0627\u0646\u062a\u0647\u062a \u0628\u0627\u0644\u0641\u0639\u0644. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0633\u064a\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u0627\u0646\u0639 \u0641\u064a \u0636\u0645\u0627\u0646 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u062d\u064a\u062b \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u0642\u0637 \u0639\u0646\u062f\u0645\u0627 \u064a\u062d\u062a\u0627\u062c\u0647 \u0627\u0644\u0628\u0634\u0631 \u0623\u0643\u062b\u0631.<\/p>\n<p>\u0644\u0647\u0630\u0627 \u0627\u0644\u0633\u0628\u0628 \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647 \u0625\u0644\u0649 \u062c\u0648\u062f\u0629 \u0627\u062a\u0635\u0627\u0644 MES. \u062e\u0637 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0630\u064a \u064a\u0645\u0631\u0631 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u060c \u0627\u0644\u0625\u0646\u0630\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0625\u0644\u0649 MES \u0639\u0628\u0631 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 \u0645\u0641\u062a\u0648\u062d \u0647\u0648 \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0645\u0627\u0646\u064b\u0627. \u0627\u0644\u062e\u0637 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u063a\u0644\u0642 \u0639\u0644\u0649 HMI \u0641\u0639\u0627\u0644\u060c \u0644\u0643\u0646 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u062a\u0643\u0648\u0646 \u0628\u0645\u0633\u062a\u0648\u0649 \u0645\u062a\u0648\u0633\u0637.<\/p>\n<h3>\u0627\u0644\u062a\u0648\u0623\u0645 \u0627\u0644\u0631\u0642\u0645\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 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\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0637\u0628\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u0642\u064a\u0642 \u0641\u064a \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u0627\u0644\u062c\u062f\u0648\u0644\u0629\u060c \u0648\u062a\u0646\u0633\u064a\u0642 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f. \u0628\u0639\u0636 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0647\u064a Siemens Industrial Copilot \u0648IBM WatsonX Orchestrate \u0648Microsoft Azure AI. \u064a\u0639\u062a\u0645\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062d\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629\u060c \u0648\u0623\u0646\u0638\u0645\u0629 PLC \u0648MES \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0628\u0627\u0644\u0641\u0639\u0644\u060c \u0648\u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u062a\u062d\u0633\u064a\u0646\u0647\u0627.<\/p>\n<h3>\u0643\u064a\u0641 \u064a\u062e\u062a\u0644\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u0627\u0644\u064a \u0639\u0646 \u0627\u0644\u0623\u062a\u0645\u062a\u0629\u061f<\/h3>\n<p>\u062a\u0639\u0645\u0644 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0648\u0641\u0642\u064b\u0627 \u0644\u0642\u0648\u0627\u0639\u062f \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627: \u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u062c\u0627\u0648\u0632 \u0628\u0639\u0636 \u0627\u0644\u0642\u064a\u0645 \u062d\u062f\u064b\u0627 \u0645\u0639\u064a\u0646\u064b\u0627\u060c \u062a\u0631\u0641\u0636 \u0627\u0644\u0622\u0644\u0629 \u0627\u0644\u062c\u0632\u0621. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u0627\u0644\u064a \u0645\u0648\u062c\u0647 \u0646\u062d\u0648 \u0627\u0644\u0647\u062f\u0641. \u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629\u060c \u064a\u0642\u0648\u0645 \u0628\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0648\u0636\u0639\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u062e\u0637\u0629 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u0644\u0638\u0631\u0648\u0641 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629. \u064a\u0645\u0643\u0646 \u0644\u0645\u0646\u0634\u0623\u0629 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0645\u0628\u0646\u064a\u0629 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d \u0623\u0646 \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0643\u0644\u0627\u0647\u0645\u0627: \u0633\u062a\u0642\u0648\u0645 \u0648\u062d\u062f\u0629 \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 (PLC) \u0628\u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0648\u0627\u0644\u062a\u062d\u0643\u0645\u060c \u0628\u064a\u0646\u0645\u0627 \u0633\u064a\u0639\u0645\u0644 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 MES \u0648ERP.<\/p>\n<h3>\u0643\u064a\u0641 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u0641\u064a \u0627\u0644\u062a\u0635\u0646\u064a\u0639\u061f<\/h3>\n<p>\u062a\u0637\u0628\u0642 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0623\u062c\u0644 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0639\u0644\u0649 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0631\u0624\u064a\u0629\u060c \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629\u060c \u0648\u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0637\u0627\u0642\u0629\u060c \u0648\u062a\u062e\u0637\u064a\u0637 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f. \u0645\u0646\u062d\u062a \u0627\u0644\u0645\u0646\u062a\u062f\u0649 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0645\u0648\u0627\u0642\u0639 \u0631\u0627\u0626\u062f\u0629 \u0645\u062b\u0644 \u0645\u0635\u0646\u0639 Rockwell Automation \u0641\u064a \u0633\u0646\u063a\u0627\u0641\u0648\u0631\u0629 \u0648\u0645\u0648\u0627\u0642\u0639 \u062a\u0635\u0646\u064a\u0639 Siemens \u0641\u064a \u0646\u0627\u0646\u062c\u064a\u0646\u063a \u062c\u0648\u0627\u0626\u0632 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u062a\u062c\u0627\u062a \u0645\u062c\u0647\u0632\u0629 \u0628\u0623\u0643\u062b\u0631 \u0645\u0646 50 \u062d\u0644\u0627\u064b \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0623\u0635\u0628\u062d \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0648\u0627\u0636\u062d\u064b\u0627 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0645\u0646 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0639\u0632\u0648\u0644\u0629 \u0625\u0644\u0649 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u064a\u0646 \u064a\u0642\u0648\u062f\u0648\u0646 \u0627\u0644\u062c\u0647\u0648\u062f \u0639\u0628\u0631 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0641\u064a \u0639\u0627\u0645 2026.<\/p>\n<h2>\u0645\u0631\u0627\u062c\u0639<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.ibm.com\/think\/topics\/agentic-ai-manufacturing\" target=\"_blank\" rel=\"noopener\">IBM \u2013 \u0643\u064a\u0641 \u064a\u0642\u0648\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u0627\u0644\u064a \u0641\u064a \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0627\u0644\u062a\u062d\u0648\u0644 (\u0623\u0628\u0631\u064a\u0644 2026)<\/a> \u2013 \u0627\u0644\u062a\u0639\u0631\u064a\u0641\u060c \u062b\u0645\u0627\u0646\u064a\u0629 \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f \u0648\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630.<\/li>\n<li><a href=\"https:\/\/blog.siemens.com\/2026\/03\/the-future-of-industrial-ai-is-agentic\/\" target=\"_blank\" rel=\"noopener\">\u0645\u062f\u0648\u0646\u0629 \u0633\u064a\u0645\u0646\u0633 \u2013 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0647\u0648 \u0627\u0644\u0648\u0643\u064a\u0644 (\u0645\u0627\u0631\u0633 2026)<\/a> \u2013 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0625\u062f\u0631\u0627\u0643-\u0627\u0644\u062a\u0641\u0643\u064a\u0631-\u0627\u0644\u062a\u0635\u0631\u0641-\u0627\u0644\u062a\u0639\u0644\u0645\u060c \u0648\u0643\u064a\u0644 \u0627\u0644\u0645\u0646\u0633\u0642 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/li>\n<li><a href=\"https:\/\/press.siemens.com\/global\/en\/pressrelease\/siemens-introduces-ai-agents-industrial-automation\" target=\"_blank\" rel=\"noopener\">\u0633\u064a\u0645\u0646\u0633 \u2013 \u0633\u064a\u0645\u0646\u0633 \u062a\u0642\u062f\u0645 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 (\u0645\u0627\u064a\u0648 2025)<\/a> \u2013 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0639\u0628\u0631 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u0642\u064a\u0645\u0629\u060c \u0647\u062f\u0641 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0648\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/manufacturing\/2026\/03\/16\/manufacturing-at-the-2026-inflection-point-how-frontier-companies-are-entering-the-agentic-era\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u2013 \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0639\u0646\u062f \u0646\u0642\u0637\u0629 \u0627\u0644\u062a\u062d\u0648\u0644 2026 (\u0645\u0627\u0631\u0633 2026)<\/a> \u2013 \u0627\u0644\u062a\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u062b\u0644\u0627\u062b\u0629\u060c \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062b\u0642\u0629 \u0648\u0627\u0644\u062d\u0648\u0643\u0645\u0629\u060c \u0648\u0642\u0627\u0639\u062f\u0629 10-20-70.<\/li>\n<li><a href=\"https:\/\/www.weforum.org\/media\/new-global-lighthouse-sites-demonstrate-how-ai-is-rewiring-manufacturing-and-supply-chains\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0645\u0646\u062a\u062f\u0649 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u2013 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0645\u0646\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u062a\u0648\u0636\u062d \u0643\u064a\u0641 \u064a\u0639\u064a\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0634\u0643\u064a\u0644 \u0627\u0644\u062a\u0635\u0646\u064a\u0639 (\u064a\u0648\u0646\u064a\u0648 2026)<\/a> \u2013 \u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u0634\u0628\u0643\u0629 238 \u0645\u0648\u0642\u0639\u064b\u0627 \u0648\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062f\u0641\u0639\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629.<\/li>\n<li><a href=\"https:\/\/www.rockwellautomation.com\/en-us\/company\/news\/press-releases\/Rockwell-Automation-Site-Named-a-World-Economic-Forum-Global-Lighthouse.html\" target=\"_blank\" rel=\"noopener\">\u0631\u0648\u0643\u0648\u064a\u0644 \u0623\u0648\u062a\u0648\u0645\u064a\u0634\u0646 \u2013 \u0645\u0648\u0642\u0639 \u0633\u0646\u063a\u0627\u0641\u0648\u0631\u0629 \u064a\u064f\u0633\u0645\u0649 \u0645\u0646\u0627\u0631\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 (\u064a\u0648\u0646\u064a\u0648 2026)<\/a> \u2013 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0641\u064a \u0645\u0635\u0646\u0639 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a.<\/li>\n<\/ul>\n<h2>\u0628\u0646\u0627\u0621 \u062e\u0637 \u062a\u062c\u0645\u064a\u0639 \u0623\u0648 \u0627\u062e\u062a\u0628\u0627\u0631 \u062c\u0627\u0647\u0632 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0646 \u064a\u062a\u0635\u0631\u0641\u0648\u0627 \u0641\u0642\u0637 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0646\u062a\u062c\u0647\u0627 \u0645\u0639\u062f\u0627\u062a\u0643. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0635\u0646\u0639 \u0642\u0648\u0627\u0637\u0639 \u062f\u0648\u0627\u0626\u0631 \u0635\u063a\u064a\u0631\u0629 (MCBs)\u060c \u0642\u0648\u0627\u0637\u0639 \u062f\u0648\u0627\u0626\u0631 \u0631\u0626\u064a\u0633\u064a\u0629 (MCCBs)\u060c \u0642\u0648\u0627\u0637\u0639 \u062a\u0633\u0631\u0628 \u0627\u0644\u062a\u064a\u0627\u0631 (RCCBs)\u060c \u0627\u0644\u0645\u0631\u062d\u0644\u0627\u062a \u0623\u0648 \u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u062a\u0631\u064a\u062f \u062e\u0637\u0648\u0637\u064b\u0627 \u062a\u062e\u062a\u0628\u0631 \u0643\u0644 \u0648\u062d\u062f\u0629\u060c \u062a\u0631\u0628\u0637 \u0643\u0644 \u0646\u062a\u064a\u062c\u0629 \u0628\u0631\u0642\u0645 \u062a\u0633\u0644\u0633\u0644\u064a \u0648\u062a\u063a\u0630\u064a\u0647\u0627 \u0625\u0644\u0649 \u0646\u0638\u0627\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u062a\u0635\u0646\u064a\u0639 (MES) \u0639\u0628\u0631 OPC UA \u0623\u0648 Modbus TCP\u060c \u0623\u0631\u0633\u0644 \u0644\u0646\u0627 \u0639\u064a\u0646\u0627\u062a \u0645\u0646\u062a\u062c\u0627\u062a\u0643\u060c \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a \u0648\u0648\u0635\u0641\u064b\u0627 \u0645\u062e\u062a\u0635\u0631\u064b\u0627 \u0644\u0639\u0645\u0644\u064a\u062a\u0643 \u0627\u0644\u062d\u0627\u0644\u064a\u0629. \u0633\u064a\u0642\u062a\u0631\u062d \u0645\u0647\u0646\u062f\u0633\u0648\u0646\u0627 \u0645\u0641\u0647\u0648\u0645 \u062e\u0637 \u064a\u0648\u0641\u0631 \u062a\u062a\u0628\u0639\u064b\u0627 \u0643\u0627\u0645\u0644\u0627\u064b \u0627\u0644\u064a\u0648\u0645 \u0648\u064a\u062c\u0639\u0644\u0643 \u062c\u0627\u0647\u0632\u064b\u0627 \u0644\u062c\u0648\u062f\u0629 \u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u063a\u062f\u064b\u0627.<\/p>\n<p><a href=\"https:\/\/benlongkj.com\/ar\/contact-us\/\">\u0637\u0644\u0628 \u062a\u0642\u064a\u064a\u0645 \u062e\u0637 \u0645\u062c\u0627\u0646\u064a \u2192<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>The time is 2:40 in the morning, and a supplier has sent an email notifying that a batch of copper coils will be delivered with a delay of two days. In most manufacturing plants, this message simply lays in the inbox until a planner arrives at the factory at eight o\u2019clock. By that time, however, [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":1950,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1949","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"blocksy_meta":[],"acf":[],"_links":{"self":[{"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/posts\/1949","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/comments?post=1949"}],"version-history":[{"count":1,"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/posts\/1949\/revisions"}],"predecessor-version":[{"id":1954,"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/posts\/1949\/revisions\/1954"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/media\/1950"}],"wp:attachment":[{"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/media?parent=1949"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/categories?post=1949"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/benlongkj.com\/ar\/wp-json\/wp\/v2\/tags?post=1949"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}