{"id":362142,"date":"2021-03-21T14:09:33","date_gmt":"2021-03-21T13:09:33","guid":{"rendered":"https:\/\/iotworlds.com\/?p=362142"},"modified":"2021-03-21T14:09:39","modified_gmt":"2021-03-21T13:09:39","slug":"%d8%a7%d9%84%d9%85%d9%83%d8%af%d8%b3-%d8%a7%d9%84%d8%aa%d9%82%d9%86%d9%8a-%d9%84%d9%85%d9%86%d8%b5%d8%a9-%d8%a7%d9%84%d8%b5%d9%8a%d8%a7%d9%86%d8%a9-%d8%a7%d9%84%d8%aa%d9%86%d8%a8%d8%a4%d9%8a%d8%a9","status":"publish","type":"post","link":"https:\/\/iotworlds.com\/ja\/%d8%a7%d9%84%d9%85%d9%83%d8%af%d8%b3-%d8%a7%d9%84%d8%aa%d9%82%d9%86%d9%8a-%d9%84%d9%85%d9%86%d8%b5%d8%a9-%d8%a7%d9%84%d8%b5%d9%8a%d8%a7%d9%86%d8%a9-%d8%a7%d9%84%d8%aa%d9%86%d8%a8%d8%a4%d9%8a%d8%a9\/","title":{"rendered":"\u0627\u0644\u0645\u0643\u062f\u0633 \u0627\u0644\u062a\u0642\u0646\u064a \u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 (PDM) \u0644\u0644\u0635\u0646\u0627\u0639\u0629 4.0"},"content":{"rendered":"\n<p>\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0644\u0644\u0623\u0634\u064a\u0627\u0621 (IoT) \u0647\u0648 \u0645\u0635\u0637\u0644\u062d \u0645\u062d\u062f\u062f \u064a\u0633\u062a\u062e\u062f\u0645 \u0644\u062f\u0645\u062c \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0626\u064a\u0629 (CPS). \u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642\u0647 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0635\u062f \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0644\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629 \u0627\u0644\u062a\u064a \u062a\u0634\u0645\u0644 \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0648\u0627\u0644\u0646\u0642\u0644 \u0648\u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0627\u0644\u0639\u0627\u0645\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u062f\u062e\u0627\u0644 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0641\u064a \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0623\u062f\u0649 \u0625\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0643\u0641\u0627\u0621\u0629 \u0648\u0645\u0648\u062b\u0648\u0642 \u0628\u0647\u0627 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 (IACS) \u064a\u0634\u0627\u0631 \u0625\u0644\u064a\u0647\u0627 \u0628\u0627\u0633\u0645 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 (OT).<\/p>\n\n\n\n<p>CPS \u0647\u0648 \u0646\u0638\u0627\u0645 \u062a\u0642\u0644\u064a\u062f\u064a (\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u060c \u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621\u060c \u0627\u0644\u062d\u0627\u0641\u0629\u060c \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629) \u064a\u0643\u0648\u0646 \u0645\u0631\u0643\u0632\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0645 \u0627\u0644\u0623\u0648\u0644 \u0625\u0630\u0627 \u0644\u0645 \u064a\u062a\u0645 \u062a\u0648\u0632\u064a\u0639\u0647. \u064a\u0644\u0639\u0628 CPS \u062f\u0648\u0631\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0\u060c \u0643\u0623\u0635\u0644 \u0645\u0627\u062f\u064a \u0645\u062a\u0643\u0627\u0645\u0644 \u0628\u064a\u0646 \u0627\u0644\u0622\u0644\u0627\u062a \u0648\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062d\u0648\u0633\u0628\u0629. 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\u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629. \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 (\u0645\u062b\u0644 RTDs) \u062a\u0633\u062a\u062e\u062f\u0645 \u0637\u0631\u064a\u0642\u0629 \u062d\u0642\u0646 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0639\u062f\u0627\u062a \u0644\u0642\u064a\u0627\u0633 \u0627\u0633\u062a\u062c\u0627\u0628\u062a\u0647\u0627 \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0635\u064a\u0627\u0646\u0629.<\/p>\n\n\n\n<p>\u0648 \u0639\u0645\u0648\u0645\u0627, \u0647\u0646\u0627\u0643 <a href=\"https:\/\/new.abb.com\/medium-voltage\/service\/maintenance\/feature-articles\/4-types-of-maintenance-strategy-which-one-to-choose\" target=\"_blank\" rel=\"noopener\">\u0623\u0631\u0628\u0639\u0629 \u0623\u0646\u0648\u0627\u0639 \u0645\u0646 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\u0645\u0639\u064a\u0628\u0629 \u0645\u0646 \u0627\u0644\u0623\u0635\u0648\u0644. \u0648\u0647\u0648 \u0646\u0647\u062c \u0641\u0639\u0627\u0644 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0635\u0645\u062f \u0623\u0645\u0627\u0645 \u0627\u0644\u0641\u0634\u0644 \u0627\u0644\u0645\u0641\u0627\u062c\u0626 \u0644\u0644 \u0645\u0643\u0648\u0646\u0627\u062a \u0623\u0648 \u064a\u062d\u0627\u0641\u0638 \u0639\u0644\u064a\u0647.<\/li><li><strong>\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0648\u0642\u0627\u0626\u064a\u0629: <\/strong>\u064a\u0633\u062a\u0646\u062f \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0625\u0644\u0649 \u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0634\u063a\u0644\u0627\u062a \u0644\u0632\u064a\u0627\u062f\u0629 \u0639\u0645\u0631 \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629. \u0648\u0647\u064a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0631\u0648\u062a\u064a\u0646\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u062e\u0637\u0637 \u0644\u0647\u0627 \u0628\u064a\u0646 \u0627\u0644\u0641\u062a\u0631\u0627\u062a \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0633\u0644\u0641\u0627.<\/li><li><strong>\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0627\u0637\u0631: <\/strong>\u062a\u0631\u0643\u0632 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0643\u0648\u0646 \u0641\u064a\u0647\u0627 \u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0622\u0644\u0627\u062a \u0645\u062d\u062f\u0648\u062f\u0629. \u0648\u0647\u0630\u0627 \u064a\u062a\u0628\u0639 \u0645\u0628\u062f\u0623 \u0627\u0644\u0645\u0648\u0627\u0632\u0646\u0629 \u0628\u064a\u0646 \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0644\u0641\u0634\u0644 (POF) \u0648\u0639\u0648\u0627\u0642\u0628 \u0641\u0634\u0644 (coOF) \u0645\u0646 \u0623\u0635\u0644 \u0635\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u062f \u0645\u0646 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0648\u0648\u0642\u062a \u0627\u0644\u062a\u0648\u0642\u0641. \u0648 \u0627\u0633\u062a\u0646\u0627\u062f\u0627 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0622\u0644\u0627\u062a, \u0641\u0625\u0646 \u0627\u0644\u0623\u0635\u0644 \u0627\u0644\u0630\u064a \u064a\u0638\u0647\u0631 \u0627\u0644\u0633\u0644\u0648\u0643 \u063a\u064a\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a \u0633\u064a\u062a\u0645 \u062a\u062c\u062f\u064a\u062f\u0647 \u0623\u0648 \u0627\u0633\u062a\u0628\u062f\u0627\u0644\u0647. \u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0645\u0633\u062a\u0648\u0649 \u0639\u0627\u0644\u064d \u0645\u0646 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0644\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/li><li><strong>\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0634\u0631\u0648\u0637: \u062a\u062f\u0627\u0628\u064a\u0631 \u0628\u0646\u0627\u0621 <\/strong>\u0627\u0644\u062b\u0642\u0629 \u0628\u0639\u0628\u0627\u0631\u0627\u062a \u0623\u062e\u0631\u0649 \u062a\u0633\u0645\u0649 \u00ab\u0627\u0644\u0631\u0635\u062f \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u00bb \u0623\u0648 \u00ab\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629\u00bb. \u062a\u0639\u062a\u0645\u062f \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0644\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u062d\u062f\u064a\u062f\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0641\u062d\u0635 \u0627\u0644\u0628\u0635\u0631\u064a \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0627\u0644\u062a\u064a \u062a\u0645 \u062c\u0645\u0639\u0647\u0627 \u0645\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0645\u0636\u0645\u0646\u0629. \u0648\u0647\u064a \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0642\u0648\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639\u060c \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0627\u0636\u0631 \u064a\u062a\u0645 \u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI). \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0634\u0641 \u0639\u0646 \u062d\u062f\u0648\u062b \u0623\u062e\u0637\u0627\u0621 \u062e\u0637\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0648\u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0642\u0631\u064a\u0628.<\/li><\/ul>\n\n\n\n<p>\u0648\u0641\u0642\u064b\u0627 \u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a <a href=\"https:\/\/www.ibm.com\/blogs\/cloud-computing\/2020\/01\/13\/predictive-maintenance-efficiencies-client-case-studies\/\" target=\"_blank\" rel=\"noopener\">IBM<\/a> \u060c \u062a\u0634\u064a\u0631 \u0627\u0644\u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0625\u0644\u0649 \u0623\u0646 \u062d\u062c\u0645 \u0633\u0648\u0642 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u064a\u0646\u0645\u0648 \u0645\u0646 3.0 \u0645\u0644\u064a\u0627\u0631 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0641\u064a \u0639\u0627\u0645 2019 \u0625\u0644\u0649 10.7 \u0645\u0644\u064a\u0627\u0631 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2024.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"696\" height=\"243\" src=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2021\/03\/stack2.png\" alt=\"\" class=\"wp-image-362162\" srcset=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2021\/03\/stack2.png 696w, https:\/\/iotworlds.com\/wp-content\/uploads\/2021\/03\/stack2-300x105.png 300w\" sizes=\"(max-width: 696px) 100vw, 696px\" \/><\/figure>\n\n\n\n<p>\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u0627\u0644\u0623\u0635\u0648\u0644\u060c \u0647\u0646\u0627\u0643 \u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0646\u0635\u0629 PDM \u0622\u0644\u064a\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629. \u062a\u0645 \u062a\u0648\u0641\u064a\u0631 \u0647\u0630\u0647 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0645\u0646\u0635\u0629 \u0644\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0645\u0646 \u0642\u0628\u0644 <a href=\"https:\/\/www.faststreamtech.com\/solutions\/iot-predictive-maintenance\/\" target=\"_blank\" rel=\"noopener\">\u0641\u0627\u0633\u062a\u0633\u062a\u0631\u064a\u0645 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0632<\/a>. \u064a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u062d\u0644 \u0645\u0646 \u062a\u0642\u0646\u064a\u0629 Faststream \u0627\u0633\u062a\u0646\u0627\u062f\u064b\u0627 \u0625\u0644\u0649 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062d\u0627\u0644\u0629 IoT \u0643\u0639\u0646\u0635\u0631 \u0623\u0633\u0627\u0633\u064a \u0641\u064a \u0645\u0643\u062f\u0633 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647.<\/p>\n\n\n\n<p>\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 (PDM) \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 (CBPDM) \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0634\u0631\u0648\u0637 \u0647\u064a \u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0648\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0645\u0646 PDM \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629. \u0638\u0647\u0631\u062a PDM \u0645\u0639 \u0639\u062a\u0628\u0627\u062a \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0627\u0644\u0645\u062d\u0633\u0646\u0629 (DSP) \u0643\u0623\u062f\u0627\u0629 \u0648\u0627\u0639\u062f\u0629 \u0644\u062a\u0642\u0644\u064a\u0644 \u0648\u0642\u062a \u062a\u0648\u0642\u0641 \u0627\u0644\u0623\u0635\u0648\u0644 \u0648\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0647\u0627. \u0646\u0638\u0627\u0645 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062d\u0627\u0644\u0629 (CMS) \u0647\u0648 \u0642\u0627\u0639\u062f\u0629 PDM \u0627\u0644\u062a\u064a \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (ML) \u0641\u064a \u0645\u0648\u0627\u0632\u0627\u0629 \u0630\u0644\u0643 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0645\u0628\u0643\u0631 \u0628\u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0648\u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/p>\n\n\n\n<p>IoT \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0639\u0646\u062f \u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0646\u0638\u0627\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0645\u062d\u0648\u0633\u0628 (CMMS) \u064a\u0641\u062a\u062d \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0623\u0635\u0648\u0644. CMMS \u0647\u064a \u0623\u062f\u0627\u0629 \u0628\u0631\u0645\u062c\u064a\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0645\u0647\u0645\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0631\u0642\u0645\u064a\u0627\u064b. \u064a\u0639\u0645\u0644 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0643\u0645\u0635\u062f\u0631 \u0643\u0628\u064a\u0631 \u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a. \u064a\u062a\u0645 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0625\u0634\u0631\u0627\u0641\u064a \u0648\u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (SCADA). \u062b\u0645 \u064a\u062a\u0645 \u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062c\u0645\u0639\u0629 \u0628\u0646\u0638\u0627\u0645 CMMS \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u062a\u062a\u0628\u0639 \u0635\u062d\u0629 \u0627\u0644\u0623\u0635\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a. \u064a\u0644\u0639\u0628 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0647\u0646\u0627 \u0643\u0648\u0633\u064a\u0637 \u064a\u0642\u0648\u0645 \u0628\u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0646\u0638\u0627\u0645 \u0648\u0645\u0634\u0627\u0631\u0643\u062a\u0647\u0627 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0648\u0645\u0631\u0627\u0642\u0628\u062a\u0647\u0627 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631.<\/p>\n\n\n\n<p>\u064a\u0633\u062a\u062e\u062f\u0645 \u0628\u0631\u0646\u0627\u0645\u062c CMMS \u0627\u0644\u0630\u064a \u064a\u062a\u0645 \u062a\u0648\u0641\u064a\u0631\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 Fastream Technologies \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u0634\u063a\u0644\u0627\u062a \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0645\u062b\u0644 \u0645\u0634\u063a\u0644 \u0627\u0644\u062a\u0639\u0637\u0644\u060c \u0648\u0645\u0634\u063a\u0651\u0644 \u0627\u0644\u0648\u0642\u062a\u060c \u0648\u0645\u0634\u063a\u0651\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0648\u0645\u0634\u063a\u0651\u0644 \u0627\u0644\u062d\u062f\u062b\u060c \u0648\u0645\u0634\u063a\u0651\u0644 \u0627\u0644\u062d\u0627\u0644\u0629\u060c \u0648\u0645\u0634\u063a\u0651\u0644 \u0627\u0644\u0639\u062f\u0627\u062f \u0644\u0625\u0639\u0644\u0627\u0645 \u062a\u0646\u0628\u064a\u0647 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0644\u0627\u0632\u0645 \u0644\u0623\u0635\u0644 \u0645\u0627 \u0625\u0644\u0649 \u0627\u0644\u0641\u0646\u064a.<\/p>\n\n\n\n<p>\u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0648\u0645\u0646\u0639 \u0627\u0644\u0641\u0634\u0644 \u0627\u0644\u0645\u062d\u062a\u0645\u0644 \u0641\u064a \u062a\u0635\u0646\u064a\u0639 \u0627\u0644\u0645\u0639\u062f\u0627\u062a \u0623\u0648 \u0627\u0644\u0623\u0635\u0648\u0644 \u0641\u064a \u0648\u0642\u062a \u0645\u0628\u0643\u0631 \u0645\u0646\u0635\u0629 <a href=\"https:\/\/www.faststreamtech.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0641\u0627\u0633\u062a\u0633\u062a\u0631\u064a\u0645<\/a> \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0628\u0639\u0636 \u0645\u0643\u062f\u0633 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0643\u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0630\u0643\u064a\u0629 \u2014 \u062a\u0644\u0639\u0628 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0641\u064a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u062f\u0648\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0631\u0627\u0628\u0637 \u0628\u064a\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0627\u062f\u064a\u0629. \u062a\u062f\u0639\u0645 Faststream Technologies \u062c\u0645\u0639 \u0623\u0634\u0643\u0627\u0644 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0647\u062a\u0632\u0627\u0632\u060c \u0648\u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0639\u062f\u0627\u062a\u060c \u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643). \u062b\u0645 \u064a\u062a\u0645 \u062a\u0648\u0635\u064a\u0644 \u0643\u0644 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0625\u0644\u0649 \u0634\u0628\u0643\u0629\/\u0628\u0648\u0627\u0628\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0645\u062b\u0644 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0627\u0644\u062a\u0633\u0644\u0633\u0644\u064a\u0629 (SPI)\u060c \u0627\u0644\u062f\u0627\u0626\u0631\u0629 \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644\u0629 (I2C)\u060c RS-232\u060c \u0627\u0644\u062e \u064a\u062a\u0645 \u0628\u0646\u0627\u0621 \u0647\u0630\u0647 \u0627\u0644\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0626\u0631\u0629 \u0627\u0644\u0645\u0627\u062f\u064a\u0629 \u0645\u062b\u0644 \u0627\u0633\u062a\u0642\u0628\u0627\u0644 \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0632\u0627\u0645\u0646 \u0623\u0648 \u0627\u0644\u0627\u0631\u0633\u0627\u0644 ( UART) \u0648\u062d\u0627\u0641\u0644\u0629 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0644\u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0639\u0627\u0645\u0629 (GPIB).<\/li><li>\u0628\u0648\u0627\u0628\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u2014 \u062a\u0645 \u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u0627\u0628\u0627\u062a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0644\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0648\u062f\u064a\u0629 \u0628\u064a\u0646 \u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0644\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0633\u062d\u0627\u0628\u064a. \u0641\u064a \u0628\u064a\u0626\u0629 \u0635\u0646\u0627\u0639\u064a\u0629 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627\u060c \u0647\u0646\u0627\u0643 \u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u0648\u0627\u0628\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0630\u0643\u064a\u0629 (\u0628\u0648\u0627\u0628\u0629 \u0645\u064a\u062f\u0627\u0646\u064a\u0629) \u0644\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629.<\/li><li>\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u2014 \u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 (Microsoft Azure\u060c Amazon\u060c Thinkspace\u060c \u0625\u0644\u062e) \u062a\u062a\u0637\u0648\u0631 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0645\u0646\u0635\u0629 CMMS \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0644\u062f\u064a\u0647\u0627 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627. \u062e\u062f\u0645\u0627\u062a \u0633\u062d\u0627\u0628\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u062b\u0644 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629\u060c \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0633\u064a\u0631\u0641\u0631\u0644\u064a\u0633\u060c \u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a\u060c \u0627\u0644\u062e.<\/li><li>\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u2014 \u062a\u0639\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u064a\u0628 \u0623\u0648 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0643\u0648\u0627\u062c\u0647\u0629 \u0623\u0648 \u0648\u062d\u062f\u0629 \u062a\u062d\u0643\u0645 \u0644\u0639\u0631\u0636 \u0627\u0644\u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0641\u064a\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0628\u062d\u0627\u0644\u0629 \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0623\u0635\u0648\u0644 \u0648\u0645\u0631\u0627\u0642\u0628\u062a\u0647\u0627.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"696\" height=\"728\" src=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2021\/03\/stack3.jpg\" alt=\"\" class=\"wp-image-362173\" srcset=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2021\/03\/stack3.jpg 696w, https:\/\/iotworlds.com\/wp-content\/uploads\/2021\/03\/stack3-287x300.jpg 287w, https:\/\/iotworlds.com\/wp-content\/uploads\/2021\/03\/stack3-402x420.jpg 402w\" sizes=\"(max-width: 696px) 100vw, 696px\" \/><\/figure>\n\n\n\n<p>\u0645\u0643\u062f\u0633 \u0641\u0646\u064a \u0644\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0645\u0646 \u0637\u0631\u0641 \u0625\u0644\u0649 \u0637\u0631\u0641<\/p>\n\n\n\n<p>\u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u0635\u0629<a href=\"https:\/\/www.faststreamtech.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Faststream Tech<\/a> PDM \u0645\u0639 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0644\u062a\u0637\u0648\u064a\u0631 \u062d\u0644 \u0635\u064a\u0627\u0646\u0629 \u062a\u0646\u0628\u0624\u064a \u0645\u062a\u0642\u062f\u0645 \u0644\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u062b\u0644 \u0634\u0631\u0643\u0627\u062a \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0646\u0641\u0637 \u0648\u0627\u0644\u063a\u0627\u0632 \u0627\u0644\u0631\u0627\u0626\u062f\u0629\u060c \u0648\u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629\u060c \u0648\u0627\u0644\u0633\u0643\u0643 \u0627\u0644\u062d\u062f\u064a\u062f\u064a\u0629\u060c \u0648\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0628\u062a\u0631\u0648\u0643\u064a\u0645\u0627\u0648\u064a\u0627\u062a\u060c \u0648\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0643\u0627\u0646\u064a\u0643\u064a\u0629\u060c \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629\u060c \u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643. \u0627\u0644\u064a\u0648\u0645 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a \u0645\u0646\u0635\u0629 \u0628\u062f\u0645 \u0645\u0646 \u0642\u0628\u0644 \u0641\u0627\u0633\u062a\u0633\u062a\u0631\u064a\u0645 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0632 \u0644\u0647\u0627 \u062f\u0648\u0631 \u0625\u0644\u0632\u0627\u0645\u064a \u0628\u0633\u0628\u0628 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u0641\u064a\u062f\u0629 \u0645\u062b\u0644\u060c<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>\u062a\u0642\u0644\u064a\u0644 \u0648\u0642\u062a \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u2014 <\/strong>\u062a\u0633\u0627\u0639\u062f PDM \u0639\u0644\u0649 \u0627\u0644\u062a\u062e\u0644\u0635 \u0645\u0646 20% \u0625\u0644\u0649 50% \u0645\u0646 \u0631\u0648\u062a\u064a\u0646 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0648\u0642\u062a \u0648\u062a\u0642\u0644\u064a\u0644 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0628\u0646\u0633\u0628\u0629 5% \u0625\u0644\u0649 10%. \u062a\u0648\u0641\u0631 \u062a\u0642\u0646\u064a\u0629 Faststream \u062e\u062f\u0645\u0627\u062a PDM \u0639\u0646 \u0628\u064f\u0639\u062f \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u063a\u064a\u0631 \u0645\u062a\u0635\u0644\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u0630\u064a \u064a\u0642\u0636\u064a\u0647 \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u0635\u064a\u0627\u0646\u0629.<\/li><li><strong>\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u2014<\/strong> \u0645\u0639 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u060c \u062a\u0648\u0641\u0631 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0632\u064a\u0627\u062f\u0629 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0645\u0646\u062a\u062c \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629. \u062c\u0646\u0628\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u0625\u0646\u0647 \u064a\u0645\u0643\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0628\u0628 \u0627\u0644\u062c\u0630\u0631\u064a \u0644\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0641\u0634\u0644 \u0645\u0642\u062f\u0645\u0627. \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0641\u0625\u0646\u0647 \u064a\u062c\u0644\u0628 \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li><li><strong>\u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a<\/strong> \u2014 \u064a\u0645\u0643\u0646 \u0644\u0645\u0635\u0646\u0639\u064a \u0627\u0644\u0645\u0639\u062f\u0627\u062a \u0627\u0644\u0623\u0635\u0644\u064a\u0629 (OEM) \u062a\u0648\u0644\u064a\u062f \u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0641\u064a\u0631 \u062e\u062f\u0645\u0627\u062a\u0646\u0627 (\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0623\u0648 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0623\u0648 \u062e\u062f\u0645\u0629 \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0641\u0646\u064a\u064a\u0646 \u0642\u0628\u0644 \u062d\u062f\u0648\u062b \u0627\u0644\u062e\u0637\u0623) \u0644\u0644\u0639\u0645\u0644\u0627\u0621.<\/li><li><strong>\u0645\u064a\u0632\u0629 \u062a\u0646\u0627\u0641\u0633\u064a\u0629 <\/strong>\u2014 \u062d\u0644 Faststream \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0632 PDM \u0644\u062f\u064a\u0647 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062f\u0645\u062c \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0648\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0623\u0646\u0648\u0627\u0639 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u064a\u062c\u0644\u0628 \u062a\u062d\u062f\u064a\u0627 \u0643\u0628\u064a\u0631\u0627 \u0648\u0642\u0648\u064a\u0627 \u0644\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0641\u064a \u0627\u0644\u0633\u0648\u0642.<\/li><li><strong>\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0633\u0644\u0627\u0645\u0629<\/strong> \u2014 \u0645\u0639 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629\u060c \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u064a\u062a\u0645 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0628\u0627\u0644\u062a\u062d\u062f\u064a \u0627\u0644\u062e\u0641\u064a \u0627\u0644\u0645\u062a\u0645\u062b\u0644 \u0641\u064a \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0639\u0645\u0627\u0644. \u0645\u0639 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0642\u0648\u064a\u0629 \u0648\u0645\u0646\u0638\u0645\u0629 \u0627\u0644\u0639\u0641\u0648 \u0627\u0644\u062f\u0648\u0644\u064a\u0629\u060c \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0645\u0628\u0643\u0631 \u0639\u0646 \u0641\u0634\u0644 \u0627\u0644\u0645\u0639\u062f\u0627\u062a \u0647\u0648 \u0645\u0645\u0643\u0646 \u0644\u0644\u063a\u0627\u064a\u0629. \u0645\u064a\u0632\u0629 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0647\u0630\u0647 \u0645\u0646 \u062e\u0644\u0627\u0644 <a href=\"https:\/\/www.faststreamtech.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0642\u0646\u064a\u0627\u062a \u0641\u0627\u0633\u062a\u0633\u062a\u0631\u064a\u0645<\/a> \u062a\u0645\u0643\u0646\u0647\u0627 \u0645\u0646 \u062a\u0648\u0641\u064a\u0631 \u0628\u064a\u0626\u0629 \u0622\u0645\u0646\u0629 \u0644\u0644\u0639\u0645\u0627\u0644.<\/li><\/ul>\n\n\n\n<p><a href=\"https:\/\/iotworlds.com\/ja\/%e3%81%8a%e5%95%8f%e3%81%84%e5%90%88%e3%82%8f%e3%81%9b\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0627\u062a\u0635\u0644 \u0628\u0646\u0627<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0641\u0627\u0635\u064a\u0644 \u0625\u0636\u0627\u0641\u064a\u0629!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0644\u0644\u0623&hellip;<\/p>\n","protected":false},"author":1,"featured_media":362144,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[2011,1745],"tags":[],"class_list":["post-362142","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-4-0","category-blog-ja"],"acf":[],"_links":{"self":[{"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/posts\/362142","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/comments?post=362142"}],"version-history":[{"count":0,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/posts\/362142\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/media\/362144"}],"wp:attachment":[{"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/media?parent=362142"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/categories?post=362142"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/tags?post=362142"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}