{"id":54411,"date":"2025-08-08T16:01:07","date_gmt":"2025-08-08T13:01:07","guid":{"rendered":"https:\/\/uomosul.edu.iq\/engineering\/?p=54411"},"modified":"2025-08-10T15:04:54","modified_gmt":"2025-08-10T12:04:54","slug":"54411-2","status":"publish","type":"post","link":"https:\/\/uomosul.edu.iq\/engineering\/54411-2\/","title":{"rendered":"\u0645\u0634\u0627\u0631\u0643\u0629 \u062a\u062f\u0631\u064a\u0633\u064a \u0645\u0646 \u0642\u0633\u0645 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0624\u062a\u0645\u0631 \u0627\u0644\u062f\u0648\u0644\u064a \u0627\u0644\u0631\u0627\u0628\u0639 \u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629 \u0644\u0639\u0627\u0645 2025 (PSET)\/ \u0637\u0648\u0643\u064a\u0648 \/ 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4- 8 \u0627\u063a\u0633\u0637\u0633 \u0628\u0628\u062d\u062b\u0647 \u0627\u0644\u0645\u0648\u0633\u0648\u0645:<\/div>\n<div dir=\"auto\">A Hybrid GBM-LSTM and Feature Engineering Residual Learning Approach for Medium-Term Load Forecasting Framework in Resource-Constrained Power Grids<\/div>\n<div dir=\"auto\">\u062a\u0647\u062f\u0641 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0625\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0648\u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u062e\u0628\u0631\u0627\u062a \u0645\u0639 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0645\u0646 \u0645\u062e\u062a\u0644\u0641 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u0645\u060c \u0648\u062a\u0639\u062f \u0625\u0646\u062c\u0627\u0632\u0627\u064b \u0645\u0647\u0645\u0627\u064b \u064a\u064f\u0636\u0627\u0641 \u0625\u0644\u0649 \u0633\u062c\u0644 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data-orig-src=\"https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529779528_1300260625226028_3249046505894203644_n-300x269.jpg\" alt=\"\" width=\"300\" height=\"269\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27300%27%20height%3D%27269%27%20viewBox%3D%270%200%20300%20269%27%3E%3Crect%20width%3D%27300%27%20height%3D%27269%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529779528_1300260625226028_3249046505894203644_n-200x179.jpg 200w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529779528_1300260625226028_3249046505894203644_n-300x269.jpg 300w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529779528_1300260625226028_3249046505894203644_n-400x359.jpg 400w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529779528_1300260625226028_3249046505894203644_n-600x538.jpg 600w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529779528_1300260625226028_3249046505894203644_n-768x689.jpg 768w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529779528_1300260625226028_3249046505894203644_n-800x717.jpg 800w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529779528_1300260625226028_3249046505894203644_n-1024x918.jpg 1024w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529779528_1300260625226028_3249046505894203644_n-1200x1076.jpg 1200w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529779528_1300260625226028_3249046505894203644_n.jpg 1279w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n<div dir=\"auto\" style=\"text-align: right\"><img decoding=\"async\" class=\"lazyload alignnone size-medium wp-image-54415\" src=\"https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n-295x300.jpg\" data-orig-src=\"https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n-295x300.jpg\" alt=\"\" width=\"295\" height=\"300\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27295%27%20height%3D%27300%27%20viewBox%3D%270%200%20295%20300%27%3E%3Crect%20width%3D%27295%27%20height%3D%27300%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n-66x66.jpg 66w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n-200x204.jpg 200w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n-295x300.jpg 295w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n-400x407.jpg 400w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n-600x611.jpg 600w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n-768x782.jpg 768w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n-800x815.jpg 800w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n-1005x1024.jpg 1005w, https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/529610611_1300261018559322_4215211051141759030_n.jpg 1080w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 295px) 100vw, 295px\" \/><\/div>\n<div dir=\"auto\" style=\"text-align: right\"><img decoding=\"async\" class=\"lazyload alignnone size-medium wp-image-54417\" src=\"https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/530349000_1300260341892723_196460505562389288_n-300x136.jpg\" data-orig-src=\"https:\/\/uomosul.edu.iq\/engineering\/wp-content\/uploads\/sites\/9\/2025\/08\/530349000_1300260341892723_196460505562389288_n-300x136.jpg\" alt=\"\" width=\"300\" height=\"136\" 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