{"id":44603,"date":"2025-09-28T14:44:27","date_gmt":"2025-09-28T14:44:27","guid":{"rendered":"https:\/\/www.spu.ac.th\/fac\/logistics\/?p=44603"},"modified":"2025-09-28T14:44:29","modified_gmt":"2025-09-28T14:44:29","slug":"ai-automation-for-logistics","status":"publish","type":"post","link":"https:\/\/www.spu.ac.th\/fac\/logistics\/ai-automation-for-logistics\/","title":{"rendered":"AI Automation for Logistics \u0e40\u0e2a\u0e23\u0e34\u0e21\u0e1e\u0e25\u0e31\u0e07\u0e19\u0e31\u0e01\u0e28\u0e36\u0e01\u0e29\u0e32 SPU"},"content":{"rendered":"<p><strong>\u00a0AI Automation for Logistics <\/strong><strong>\u0e40\u0e2a\u0e23\u0e34\u0e21\u0e1e\u0e25\u0e31\u0e07\u0e19\u0e31\u0e01\u0e28\u0e36\u0e01\u0e29\u0e32 SPU<\/strong><\/p>\n<p><strong>\u201c<\/strong><strong>\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e43\u0e0a\u0e49\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d AI <\/strong><strong>\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23\u0e43\u0e2b\u0e49\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e42\u0e15\u0e43\u0e19\u0e07\u0e32\u0e19\u0e42\u0e25\u0e08\u0e34\u0e2a\u0e15\u0e34\u0e01\u0e2a\u0e4c\u201d<\/strong>\u00a0<\/p>\n<p>\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e42\u0e25\u0e08\u0e34\u0e2a\u0e15\u0e34\u0e01\u0e2a\u0e4c\u0e41\u0e25\u0e30\u0e0b\u0e31\u0e1e\u0e1e\u0e25\u0e32\u0e22\u0e40\u0e0a\u0e19 \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e28\u0e23\u0e35\u0e1b\u0e17\u0e38\u0e21 \u0e44\u0e14\u0e49\u0e08\u0e31\u0e14\u0e2d\u0e1a\u0e23\u0e21\u0e1e\u0e34\u0e40\u0e28\u0e29 <strong>AI Automation for Logistics<\/strong> \u0e43\u0e2b\u0e49\u0e41\u0e01\u0e48\u0e19\u0e31\u0e01\u0e28\u0e36\u0e01\u0e29\u0e32 \u0e42\u0e14\u0e22\u0e44\u0e14\u0e49\u0e23\u0e31\u0e1a\u0e40\u0e01\u0e35\u0e22\u0e23\u0e15\u0e34\u0e08\u0e32\u0e01 <strong>\u0e04\u0e38\u0e13\u0e18\u0e35\u0e23\u0e1e\u0e25 \u0e2d\u0e33\u0e44\u0e1e<\/strong> \u0e1c\u0e39\u0e49\u0e40\u0e0a\u0e35\u0e48\u0e22\u0e27\u0e0a\u0e32\u0e0d\u0e14\u0e49\u0e32\u0e19\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e22\u0e38\u0e01\u0e15\u0e4c\u0e43\u0e0a\u0e49 AI \u0e43\u0e19\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e42\u0e25\u0e08\u0e34\u0e2a\u0e15\u0e34\u0e01\u0e2a\u0e4c \u0e21\u0e32\u0e16\u0e48\u0e32\u0e22\u0e17\u0e2d\u0e14\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e41\u0e25\u0e30\u0e1b\u0e23\u0e30\u0e2a\u0e1a\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e15\u0e23\u0e07<\/p>\n<p>\u0e20\u0e32\u0e22\u0e43\u0e19\u0e2d\u0e1a\u0e23\u0e21 \u0e19\u0e31\u0e01\u0e28\u0e36\u0e01\u0e29\u0e32\u0e44\u0e14\u0e49\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49\u0e41\u0e19\u0e27\u0e04\u0e34\u0e14\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e43\u0e0a\u0e49\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d AI \u0e17\u0e35\u0e48\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e2a\u0e21\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e17\u0e33\u0e07\u0e32\u0e19\u0e08\u0e23\u0e34\u0e07\u0e43\u0e19\u0e0b\u0e31\u0e1e\u0e1e\u0e25\u0e32\u0e22\u0e40\u0e0a\u0e19\u0e41\u0e25\u0e30\u0e42\u0e25\u0e08\u0e34\u0e2a\u0e15\u0e34\u0e01\u0e2a\u0e4c \u0e15\u0e31\u0e49\u0e07\u0e41\u0e15\u0e48\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e \u0e44\u0e1b\u0e08\u0e19\u0e16\u0e36\u0e07\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e04\u0e27\u0e32\u0e21\u0e44\u0e14\u0e49\u0e40\u0e1b\u0e23\u0e35\u0e22\u0e1a\u0e43\u0e19\u0e01\u0e32\u0e23\u0e41\u0e02\u0e48\u0e07\u0e02\u0e31\u0e19\u0e17\u0e32\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08<\/p>\n<p>\u0e01\u0e34\u0e08\u0e01\u0e23\u0e23\u0e21\u0e04\u0e23\u0e31\u0e49\u0e07\u0e19\u0e35\u0e49\u0e44\u0e21\u0e48\u0e40\u0e1e\u0e35\u0e22\u0e07\u0e0a\u0e48\u0e27\u0e22\u0e40\u0e1b\u0e34\u0e14\u0e21\u0e38\u0e21\u0e21\u0e2d\u0e07\u0e43\u0e2b\u0e21\u0e48\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e19\u0e33 AI \u0e21\u0e32\u0e43\u0e0a\u0e49\u0e43\u0e19\u0e07\u0e32\u0e19\u0e42\u0e25\u0e08\u0e34\u0e2a\u0e15\u0e34\u0e01\u0e2a\u0e4c \u0e41\u0e15\u0e48\u0e22\u0e31\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e23\u0e07\u0e1a\u0e31\u0e19\u0e14\u0e32\u0e25\u0e43\u0e08\u0e43\u0e2b\u0e49\u0e19\u0e31\u0e01\u0e28\u0e36\u0e01\u0e29\u0e32\u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e2a\u0e39\u0e48\u0e01\u0e32\u0e23\u0e40\u0e1b\u0e47\u0e19\u0e01\u0e33\u0e25\u0e31\u0e07\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e02\u0e2d\u0e07\u0e2d\u0e38\u0e15\u0e2a\u0e32\u0e2b\u0e01\u0e23\u0e23\u0e21\u0e43\u0e19\u0e2d\u0e19\u0e32\u0e04\u0e15<\/p>\n<p>#SPULogistics #AIforLogistics #AIAutomation #\u0e40\u0e23\u0e35\u0e22\u0e19\u0e01\u0e31\u0e1a\u0e15\u0e31\u0e27\u0e08\u0e23\u0e34\u0e07\u0e1b\u0e23\u0e30\u0e2a\u0e1a\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e08\u0e23\u0e34\u0e07 #LogisticsFuture<\/p>\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44610\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554887_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44610\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554887_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554887_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554887_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554887_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44618\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554888_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44618\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554888_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554888_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554888_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554888_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44607\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554889_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44607\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554889_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554889_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554889_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554889_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44613\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554890_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44613\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554890_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554890_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554890_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554890_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44617\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554891_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44617\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554891_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554891_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554891_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554891_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44614\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554892_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44614\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554892_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554892_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554892_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554892_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44627\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554893_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44627\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554893_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554893_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554893_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554893_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44631\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554894_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44631\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554894_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554894_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554894_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554894_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44632\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554895_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44632\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554895_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554895_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554895_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554895_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44637\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554897_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44637\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554897_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554897_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554897_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554897_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44638\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554898_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44638\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554898_0-1024x768.jpg.webp 1024w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554898_0-300x225.jpg.webp 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554898_0-768x576.jpg.webp 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554898_0.jpg.webp 1477w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"44625\" src=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554900_0-1024x768.jpg.webp\" alt=\"\" class=\"wp-image-44625\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/smush-webp\/sites\/9\/2025\/09\/S__18554900_0-1024x768.jpg.webp 1024w, 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