{"id":48467,"date":"2025-05-29T12:36:33","date_gmt":"2025-05-29T09:36:33","guid":{"rendered":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467"},"modified":"2025-05-29T12:36:33","modified_gmt":"2025-05-29T09:36:33","slug":"%d9%86%d8%ad%d9%88-%d9%85%d8%b3%d8%aa%d9%88%d8%af%d8%b9%d8%a7%d8%aa-%d8%b0%d9%83%d9%8a%d8%a9-%d8%b6%d9%85%d9%86-%d8%a5%d8%b7%d8%a7%d8%b1-%d8%a7%d9%84%d8%b5%d9%86%d8%a7%d8%b9%d8%a9-4-0-%d8%a8%d8%a7","status":"publish","type":"post","link":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467","title":{"rendered":"\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631"},"content":{"rendered":"

[vc_row][vc_column][vc_column_text]<\/p>\n

\u0636\u0645\u0646 \u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0641\u064a \u0645\u0648\u0627\u0635\u0644\u0629 \u0639\u0637\u0627\u0626\u0647\u0627 \u0627\u0644\u0639\u0644\u0645\u064a\u060c \u062a\u0645 \u0635\u0628\u0627\u062d \u0627\u0644\u064a\u0648\u0645 \u0627\u0644\u062e\u0645\u064a\u0633 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 29\/5\/205 \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u0631 \u0628\u0639\u0646\u0648\u0627\u0646” Towards Intelligent Warehouse in Industry 4.0 Using Aerial Vehicles” \u0644\u0644\u0637\u0627\u0644\u0628 \u0633\u0627\u0645\u0631 \u0631\u0632\u0627\u0642 \u0647\u0644\u0627\u0644\u060c \u0642\u0633\u0645 \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0627\u0644\u0645\u0624\u062a\u0645\u062a\u060c \u0648\u0627\u0644\u062a\u064a \u062d\u0635\u0644 \u0641\u064a\u0647\u0627 \u0639\u0644\u0649 \u062a\u0642\u062f\u064a\u0631 “\u0627\u0645\u062a\u064a\u0627\u0632” <\/span>
\n\u062d\u064a\u062b \u0623\u0646 \u0627\u0644\u062a\u0637\u0648\u0631 \u0648\u0627\u0644\u062a\u0642\u062f\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0646\u062d\u0648 \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0648\u062a\u0628\u0646\u0651\u064a \u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0\u060c \u062a\u0628\u0631\u0632 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 (\u0627\u0644\u062f\u0631\u0648\u0646) \u0643\u062d\u0644 \u0645\u0628\u062a\u0643\u0631 \u0648\u0641\u0639\u0627\u0644 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062d \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a\u060c \u062d\u064a\u062b \u062a\u0633\u0647\u0645 \u0641\u064a \u0627\u0633\u062a\u0628\u062f\u0627\u0644 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0628\u0622\u0644\u064a\u0627\u062a \u0630\u0643\u064a\u0629 \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a \u0648\u062e\u0641\u0636 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641.<\/span><\/p>\n

\u062a\u064f\u0639\u062f \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0628\u062f\u064a\u0644\u0627\u064b \u0639\u0645\u0644\u064a\u064b\u0627 \u0644\u0645\u0633\u062d \u0631\u0645\u0648\u0632 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0648\u0627\u0644\u0631\u0645\u0648\u0632 \u0627\u0644\u0634\u0631\u064a\u0637\u064a\u0629 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0645\u0646 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0647\u062f\u0631 \u0627\u0644\u0632\u0645\u0646\u064a \u0648\u0627\u0644\u0628\u0634\u0631\u064a. \u0648\u0642\u062f \u0623\u0638\u0647\u0631\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0623\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062d\u062f\u0629 \u0627\u0644\u062a\u062d\u0643\u0645 PID \u064a\u0633\u0627\u0647\u0645 \u0641\u064a \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0623\u062b\u0646\u0627\u0621 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0631\u0645\u0648\u0632 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a \u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0637\u0627\u0626\u0631\u0629 \u0628\u0645\u0627 \u064a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0627\u0644\u0645\u062d\u064a\u0637\u0629.<\/span><\/p>\n

\u0623\u0633\u0647\u0645\u062a \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u062a\u0645\u0648\u064a\u0647 \u0627\u0644\u063a\u0627\u0648\u0633\u064a \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0628\u0627\u064a\u0646\u060c \u0641\u064a \u0631\u0641\u0639 \u062f\u0642\u0629 \u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u0631\u0645\u0648\u0632 \u062d\u062a\u0649 \u0641\u064a \u0638\u0631\u0648\u0641 \u0627\u0644\u0625\u0636\u0627\u0621\u0629 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u0629\u060c \u0645\u0627 \u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0639\u062f\u0644\u0627\u062a \u062a\u0645\u064a\u064a\u0632 \u0642\u0627\u0631\u0628\u062a 100%. \u0643\u0645\u0627 \u0623\u0638\u0647\u0631 \u0646\u0645\u0648\u0630\u062c YOLOv11\u060c \u0627\u0644\u0645\u062f\u0631\u0628 \u0639\u0644\u0649 \u0623\u0643\u062b\u0631 \u0645\u0646 3000 \u0635\u0648\u0631\u0629\u060c \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0631\u0645\u0648\u0632 QR \u062a\u062d\u062a \u0638\u0631\u0648\u0641 \u062a\u0635\u0648\u064a\u0631 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u062d\u064a\u062b \u0628\u0644\u063a \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062f\u0642\u0629 mAP50 \u0646\u0633\u0628\u0629 98%\u060c \u0648\u0628\u0644\u063a\u062a mAP50-95 \u0646\u0633\u0628\u0629 95.1%.<\/span><\/p>\n

\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 Drone-AVIS4.0\u060c \u0639\u0646\u062f \u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0648\u062d\u062f\u0629 PID\u060c \u0633\u0627\u0647\u0645\u062a \u0641\u064a \u062a\u0642\u0644\u064a\u0644 \u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0645\u062d\u0627\u0630\u0627\u0629 \u0644\u0644\u0631\u0645\u0648\u0632 \u0627\u0644\u0634\u0631\u064a\u0637\u064a\u0629 \u0625\u0644\u0649 \u00b1200 \u0628\u0643\u0633\u0644\u060c \u0645\u0639 \u0642\u062f\u0631\u0629 \u0645\u062d\u0633\u0651\u0646\u0629 \u0639\u0644\u0649 \u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u062a\u0634\u0648\u064a\u0634 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629\u060c \u0648\u0642\u062f \u062a\u0645 \u062a\u0642\u0644\u064a\u0635 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0628\u0646\u0633\u0628\u0629 \u0645\u0644\u062d\u0648\u0638\u0629 \u0628\u0644\u063a\u062a 35%.<\/span><\/p>\n

\u0623\u0638\u0647\u0631\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u062d\u062c\u0645 \u0627\u0644\u0631\u0645\u0632 \u0644\u0647 \u062a\u0623\u062b\u064a\u0631 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u062f\u0642\u0629 \u0627\u0644\u0627\u0643\u062a\u0634\u0627\u0641\u060c \u062d\u064a\u062b \u062d\u0627\u0641\u0638\u062a \u0627\u0644\u0631\u0645\u0648\u0632 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0639\u0644\u0649 \u062f\u0642\u0629 \u062a\u0627\u0645\u0629 \u062d\u062a\u0649 \u0645\u0633\u0627\u0641\u0629 150 \u0633\u0645\u060c \u0628\u064a\u0646\u0645\u0627 \u0627\u0646\u062e\u0641\u0636\u062a \u062f\u0642\u0629 \u0627\u0644\u0631\u0645\u0648\u0632 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0639\u0646\u062f \u0645\u0633\u0627\u0641\u0627\u062a \u0623\u0628\u0639\u062f. \u0643\u0645\u0627 \u062a\u062d\u0633\u0646\u062a \u0642\u062f\u0631\u0629 \u0627\u0644\u0646\u0638\u0627\u0645 \u0639\u0644\u0649 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0631\u0645\u0648\u0632 \u0641\u064a \u0632\u0648\u0627\u064a\u0627 \u062d\u0627\u062f\u0629\u060c \u062d\u064a\u062b \u0627\u0631\u062a\u0641\u0639\u062a \u0646\u0633\u0628\u0629 \u0627\u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0645\u0646 0% \u0625\u0644\u0649 70% \u0628\u064a\u0646 \u0632\u0627\u0648\u064a\u062a\u064a 75 \u064880 \u062f\u0631\u062c\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u0627\u0633\u062a\u0645\u0631\u062a \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0639\u0646\u062f \u0632\u0627\u0648\u064a\u0629 90 \u062f\u0631\u062c\u0629 \u0646\u062a\u064a\u062c\u0629 \u0645\u062d\u062f\u0648\u062f\u064a\u0629 \u0632\u0627\u0648\u064a\u0629 \u0627\u0644\u0631\u0624\u064a\u0629.<\/span><\/p>\n

\u062a\u0645 \u062a\u062d\u062f\u064a\u062f \u0633\u0631\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0645\u062b\u0644\u0649 \u0628\u064a\u0646 10 \u064820 \u0633\u0645\/\u062b\u0627\u0646\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0645\u0646 \u062a\u0648\u0627\u0632\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u064a\u0646 \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0633\u0631\u0639\u0629 \u0623\u062b\u0646\u0627\u0621 \u062a\u062d\u0644\u064a\u0642 \u0627\u0644\u062f\u0631\u0648\u0646. \u064a\u064f\u0638\u0647\u0631 \u0647\u0630\u0627 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0628\u064a\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u060c \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0628\u0646\u0627\u0621 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0639\u0645\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0627\u0644\u064a\u0629 \u0636\u0645\u0646 \u0628\u064a\u0626\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0.<\/span><\/p>\n

\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u062a\u0624\u0643\u062f \u0647\u0630\u0647 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0623\u0647\u0645\u064a\u0629 \u062a\u0628\u0646\u064a \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0632\u0648\u0646\u060c \u0628\u0648\u0635\u0641\u0647\u0627 \u0623\u062f\u0627\u0629 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u062a\u0639\u0632\u0632 \u0645\u0646 \u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a\u060c \u062f\u0642\u0629 \u0627\u0644\u062c\u0631\u062f\u060c \u0648\u0633\u0631\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u0641\u062a\u062d \u0622\u0641\u0627\u0642\u064b\u0627 \u0648\u0627\u0633\u0639\u0629 \u0644\u062a\u0637\u0648\u0631 \u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0625\u0645\u062f\u0627\u062f \u0627\u0644\u062d\u062f\u064a\u062b\u0629.<\/span><\/p>\n

[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=”1\/2″][vc_single_image image=”48468″ img_size=”full” css=””][\/vc_column][vc_column width=”1\/2″][vc_single_image image=”48473″ img_size=”full” css=””][\/vc_column][\/vc_row][vc_row][vc_column width=”1\/2″][vc_single_image image=”48475″ img_size=”full” css=””][\/vc_column][vc_column width=”1\/2″][vc_single_image image=”48475″ img_size=”full” css=””][\/vc_column][\/vc_row][vc_row][vc_column width=”1\/3″][vc_single_image image=”48472″ img_size=”full” css=””][\/vc_column][vc_column width=”1\/3″][vc_single_image image=”48470″ img_size=”full” css=””][\/vc_column][vc_column width=”1\/3″][vc_single_image image=”48471″ img_size=”full” css=””][\/vc_column][\/vc_row][vc_row][vc_column width=”1\/2″][vc_single_image image=”48477″ img_size=”full” css=””][\/vc_column][vc_column width=”1\/2″][vc_single_image image=”48478″ img_size=”full” css=””][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

[vc_row][vc_column][vc_column_text] \u0636\u0645\u0646 \u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0641\u064a \u0645\u0648\u0627\u0635\u0644\u0629 \u0639\u0637\u0627\u0626\u0647\u0627 \u0627\u0644\u0639\u0644\u0645\u064a\u060c \u062a\u0645 \u0635\u0628\u0627\u062d \u0627\u0644\u064a\u0648\u0645 \u0627\u0644\u062e\u0645\u064a\u0633 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 29\/5\/205 \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u0631 \u0628\u0639\u0646\u0648\u0627\u0646” Towards … <\/i>\u0627\u0644\u0645\u0632\u064a\u062f<\/span><\/a><\/p>\n","protected":false},"author":27,"featured_media":48476,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-48467","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1"],"yoast_head":"\n\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 · \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 · \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\" \/>\n<meta property=\"og:description\" content=\"[vc_row][vc_column][vc_column_text] \u0636\u0645\u0646 \u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0641\u064a \u0645\u0648\u0627\u0635\u0644\u0629 \u0639\u0637\u0627\u0626\u0647\u0627 \u0627\u0644\u0639\u0644\u0645\u064a\u060c \u062a\u0645 \u0635\u0628\u0627\u062d \u0627\u0644\u064a\u0648\u0645 \u0627\u0644\u062e\u0645\u064a\u0633 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 29\/5\/205 \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u0631 \u0628\u0639\u0646\u0648\u0627\u0646” Towards ... \u0627\u0644\u0645\u0632\u064a\u062f\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467\" \/>\n<meta property=\"og:site_name\" content=\"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kecbu.Official\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-29T09:36:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kecbu.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/29\/2025\/05\/photo_9_2025-05-29_12-33-37.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"855\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"kecbu\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"kecbu\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 \u062f\u0642\u0627\u0626\u0642\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467\"},\"author\":{\"name\":\"kecbu\",\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/#\\\/schema\\\/person\\\/35c5603e524f9d7d1ee4bfda9c7741f0\"},\"headline\":\"\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\",\"datePublished\":\"2025-05-29T09:36:33+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467\"},\"wordCount\":163,\"image\":{\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/wp-content\\\/uploads\\\/sites\\\/29\\\/2025\\\/05\\\/photo_9_2025-05-29_12-33-37.jpg\",\"articleSection\":[\"\u0627\u0644\u0623\u062e\u0628\u0627\u0631\"],\"inLanguage\":\"ar\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467\",\"url\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467\",\"name\":\"\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 · \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/wp-content\\\/uploads\\\/sites\\\/29\\\/2025\\\/05\\\/photo_9_2025-05-29_12-33-37.jpg\",\"datePublished\":\"2025-05-29T09:36:33+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/#\\\/schema\\\/person\\\/35c5603e524f9d7d1ee4bfda9c7741f0\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467#breadcrumb\"},\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467#primaryimage\",\"url\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/wp-content\\\/uploads\\\/sites\\\/29\\\/2025\\\/05\\\/photo_9_2025-05-29_12-33-37.jpg\",\"contentUrl\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/wp-content\\\/uploads\\\/sites\\\/29\\\/2025\\\/05\\\/photo_9_2025-05-29_12-33-37.jpg\",\"width\":1280,\"height\":855},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?p=48467#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/#website\",\"url\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/\",\"name\":\"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\",\"description\":\"kecbu.uobaghdad.edu.iq\",\"alternateName\":\"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ar\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/#\\\/schema\\\/person\\\/35c5603e524f9d7d1ee4bfda9c7741f0\",\"name\":\"kecbu\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/31ec3042d661e4e8da83ef805a9b3e694c509c4375404e6dcbd993da7d5ec4fb?s=96&d=wavatar&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/31ec3042d661e4e8da83ef805a9b3e694c509c4375404e6dcbd993da7d5ec4fb?s=96&d=wavatar&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/31ec3042d661e4e8da83ef805a9b3e694c509c4375404e6dcbd993da7d5ec4fb?s=96&d=wavatar&r=g\",\"caption\":\"kecbu\"},\"url\":\"https:\\\/\\\/kecbu.uobaghdad.edu.iq\\\/?author=27\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 · \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467","og_locale":"ar_AR","og_type":"article","og_title":"\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 · \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a","og_description":"[vc_row][vc_column][vc_column_text] \u0636\u0645\u0646 \u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0641\u064a \u0645\u0648\u0627\u0635\u0644\u0629 \u0639\u0637\u0627\u0626\u0647\u0627 \u0627\u0644\u0639\u0644\u0645\u064a\u060c \u062a\u0645 \u0635\u0628\u0627\u062d \u0627\u0644\u064a\u0648\u0645 \u0627\u0644\u062e\u0645\u064a\u0633 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 29\/5\/205 \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u0631 \u0628\u0639\u0646\u0648\u0627\u0646” Towards ... \u0627\u0644\u0645\u0632\u064a\u062f","og_url":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467","og_site_name":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a","article_publisher":"https:\/\/www.facebook.com\/kecbu.Official","article_published_time":"2025-05-29T09:36:33+00:00","og_image":[{"width":1280,"height":855,"url":"https:\/\/kecbu.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/29\/2025\/05\/photo_9_2025-05-29_12-33-37.jpg","type":"image\/jpeg"}],"author":"kecbu","twitter_card":"summary_large_image","twitter_misc":{"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629":"kecbu","\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631":"5 \u062f\u0642\u0627\u0626\u0642"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467#article","isPartOf":{"@id":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467"},"author":{"name":"kecbu","@id":"https:\/\/kecbu.uobaghdad.edu.iq\/#\/schema\/person\/35c5603e524f9d7d1ee4bfda9c7741f0"},"headline":"\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631","datePublished":"2025-05-29T09:36:33+00:00","mainEntityOfPage":{"@id":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467"},"wordCount":163,"image":{"@id":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467#primaryimage"},"thumbnailUrl":"https:\/\/kecbu.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/29\/2025\/05\/photo_9_2025-05-29_12-33-37.jpg","articleSection":["\u0627\u0644\u0623\u062e\u0628\u0627\u0631"],"inLanguage":"ar"},{"@type":"WebPage","@id":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467","url":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467","name":"\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 · \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a","isPartOf":{"@id":"https:\/\/kecbu.uobaghdad.edu.iq\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467#primaryimage"},"image":{"@id":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467#primaryimage"},"thumbnailUrl":"https:\/\/kecbu.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/29\/2025\/05\/photo_9_2025-05-29_12-33-37.jpg","datePublished":"2025-05-29T09:36:33+00:00","author":{"@id":"https:\/\/kecbu.uobaghdad.edu.iq\/#\/schema\/person\/35c5603e524f9d7d1ee4bfda9c7741f0"},"breadcrumb":{"@id":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467#breadcrumb"},"inLanguage":"ar","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467"]}]},{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467#primaryimage","url":"https:\/\/kecbu.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/29\/2025\/05\/photo_9_2025-05-29_12-33-37.jpg","contentUrl":"https:\/\/kecbu.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/29\/2025\/05\/photo_9_2025-05-29_12-33-37.jpg","width":1280,"height":855},{"@type":"BreadcrumbList","@id":"https:\/\/kecbu.uobaghdad.edu.iq\/?p=48467#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kecbu.uobaghdad.edu.iq\/"},{"@type":"ListItem","position":2,"name":"\u0646\u062d\u0648 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0630\u0643\u064a\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631"}]},{"@type":"WebSite","@id":"https:\/\/kecbu.uobaghdad.edu.iq\/#website","url":"https:\/\/kecbu.uobaghdad.edu.iq\/","name":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a","description":"kecbu.uobaghdad.edu.iq","alternateName":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kecbu.uobaghdad.edu.iq\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ar"},{"@type":"Person","@id":"https:\/\/kecbu.uobaghdad.edu.iq\/#\/schema\/person\/35c5603e524f9d7d1ee4bfda9c7741f0","name":"kecbu","image":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/secure.gravatar.com\/avatar\/31ec3042d661e4e8da83ef805a9b3e694c509c4375404e6dcbd993da7d5ec4fb?s=96&d=wavatar&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/31ec3042d661e4e8da83ef805a9b3e694c509c4375404e6dcbd993da7d5ec4fb?s=96&d=wavatar&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/31ec3042d661e4e8da83ef805a9b3e694c509c4375404e6dcbd993da7d5ec4fb?s=96&d=wavatar&r=g","caption":"kecbu"},"url":"https:\/\/kecbu.uobaghdad.edu.iq\/?author=27"}]}},"modified_by":"kecbu","_links":{"self":[{"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/48467","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=48467"}],"version-history":[{"count":1,"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/48467\/revisions"}],"predecessor-version":[{"id":48480,"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/48467\/revisions\/48480"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/media\/48476"}],"wp:attachment":[{"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=48467"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=48467"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kecbu.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=48467"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}