{"id":3345,"date":"2021-01-09T19:23:41","date_gmt":"2021-01-09T12:23:41","guid":{"rendered":"https:\/\/gulfthai.com\/?page_id=3345"},"modified":"2022-07-31T15:34:35","modified_gmt":"2022-07-31T08:34:35","slug":"mechatronics","status":"publish","type":"page","link":"https:\/\/gulfthai.com\/?page_id=3345","title":{"rendered":"Mechatronics (2021 Spring)"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/gulfthai.com\/?page_id=7709\">\u0e1b\u0e35\u0e01\u0e32\u0e23\u0e28\u0e36\u0e01\u0e29\u0e32 2565 \u0e04\u0e25\u0e34\u0e4a\u0e01<\/a><\/h2>\n\n\n\n<p>\u0e23\u0e2b\u0e31\u0e2a\u0e27\u0e34\u0e0a\u0e32 01208577 \u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e34\u0e0a\u0e32 \u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e01\u0e25\u0e44\u0e1f\u0e1f\u0e49\u0e32  (Mechatronics Systems)<br>\u0e04\u0e13\u0e30\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e23\u0e21\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c \u0e2a\u0e32\u0e02\u0e32\u0e27\u0e34\u0e0a\u0e32\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e23\u0e21\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e01\u0e25<br><strong>\u0e1c\u0e39\u0e49\u0e2a\u0e2d\u0e19<\/strong> <a href=\"https:\/\/gulfthai.com\/?page_id=1201\">\u0e1c\u0e28.\u0e14\u0e23. \u0e01\u0e34\u0e15\u0e15\u0e34\u0e1e\u0e07\u0e29\u0e4c \u0e40\u0e22\u0e32\u0e27\u0e32\u0e08\u0e32<\/a><\/p>\n\n\n\n<p><strong>\u0e15\u0e32\u0e23\u0e32\u0e07\u0e01\u0e34\u0e08\u0e01\u0e23\u0e23\u0e21\u0e01\u0e32\u0e23\u0e40\u0e23\u0e35\u0e22\u0e19\u0e01\u0e32\u0e23\u0e2a\u0e2d\u0e19<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>\u0e04\u0e23\u0e31\u0e49\u0e07\u0e17\u0e35\u0e48<\/td><td>\u0e40\u0e19\u0e37\u0e49\u0e2d\u0e2b\u0e32<\/td><\/tr><tr><td>1<\/td><td>\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e01\u0e25\u0e44\u0e1f\u0e1f\u0e49\u0e32\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a (online)<\/td><\/tr><tr><td>2<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=2\">\u0e01\u0e25\u0e44\u0e01\u0e17\u0e32\u0e07\u0e01\u0e25 (online)<\/a><\/td><\/tr><tr><td>3<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=3\">\u0e2b\u0e19\u0e48\u0e27\u0e22\u0e02\u0e31\u0e1a\u0e41\u0e25\u0e30\u0e2d\u0e38\u0e1b\u0e01\u0e23\u0e13\u0e4c\u0e02\u0e31\u0e1a\u0e40\u0e04\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e17\u0e35\u0e48 (online)<\/a><\/td><\/tr><tr><td>4<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=4\">\u0e40\u0e0b\u0e19\u0e40\u0e0b\u0e2d\u0e23\u0e4c\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e31\u0e14<\/a><\/td><\/tr><tr><td>5<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=5\"><\/a><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=5\">\u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e44\u0e1f\u0e1f\u0e49\u0e32 \u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e2d\u0e19\u0e32\u0e25\u0e47\u0e2d\u0e01<\/a><\/td><\/tr><tr><td>6<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=6\"><\/a><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=6\">\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e41\u0e1a\u0e1a\u0e08\u0e33\u0e25\u0e2d\u0e07\u0e17\u0e32\u0e07\u0e04\u0e13\u0e34\u0e15\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c<\/a><\/td><\/tr><tr><td>7<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=7\"><\/a><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=7\">\u0e01\u0e32\u0e23\u0e08\u0e33\u0e25\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e1c\u0e48\u0e32\u0e19\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c<\/a><\/td><\/tr><tr><td>8<\/td><td>Mid Term \/ <\/td><\/tr><tr><td>9<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=8\">\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e0a\u0e34\u0e07\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e25\u0e30\u0e23\u0e30\u0e1a\u0e1a\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e1b\u0e49\u0e2d\u0e19\u0e01\u0e25\u0e31\u0e1a<\/a><\/td><\/tr><tr><td>10<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=9\">\u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e40\u0e01\u0e47\u0e1a\u0e1a\u0e31\u0e19\u0e17\u0e36\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e14\u0e34\u0e08\u0e34\u0e15\u0e2d\u0e25 <\/a><\/td><\/tr><tr><td>11<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=10\">\u0e40\u0e0b\u0e19\u0e40\u0e0b\u0e2d\u0e23\u0e4c\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e31\u0e14<\/a><\/td><\/tr><tr><td>12<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=11\"> \u0e2b\u0e19\u0e48\u0e27\u0e22\u0e02\u0e31\u0e1a\u0e41\u0e25\u0e30\u0e2d\u0e38\u0e1b\u0e01\u0e23\u0e13\u0e4c\u0e02\u0e31\u0e1a\u0e40\u0e04\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e17\u0e35\u0e48 (online) <\/a><\/td><\/tr><tr><td>13<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=12\"> \u0e23\u0e30\u0e1a\u0e1a\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e1b\u0e49\u0e2d\u0e19\u0e01\u0e25\u0e31\u0e1a (online) <\/a><\/td><\/tr><tr><td>14<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=13\"> \u0e01\u0e32\u0e23\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e17\u0e32\u0e07\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e23\u0e21\u0e14\u0e49\u0e27\u0e22\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c <\/a><\/td><\/tr><tr><td>15<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=14\"> \u0e42\u0e08\u0e17\u0e22\u0e4c\u0e1b\u0e31\u0e0d\u0e2b\u0e32 <\/a><\/td><\/tr><tr><td>16<\/td><td><a href=\"https:\/\/gulfthai.com\/?page_id=3345&amp;page=15\"> \u0e42\u0e08\u0e17\u0e22\u0e4c\u0e1b\u0e31\u0e0d\u0e2b\u0e32 \u0e41\u0e25\u0e30\u0e19\u0e33\u0e40\u0e2a\u0e19\u0e2d\u0e1c\u0e25\u0e07\u0e32\u0e19 <\/a><\/td><\/tr><tr><td><\/td><td><strong>Final <\/strong>\/<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u0e40\u0e2d\u0e01\u0e2a\u0e32\u0e23\u0e2d\u0e48\u0e32\u0e19\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a<\/strong><br><a href=\"https:\/\/drive.google.com\/file\/d\/1J5ZWidEEnb3ES288bu33bLnIqncfwnlH\/view?usp=sharing\">Sabri Cetinkunt. Mechatronics<\/a><br>Robert H. Bishop. The Mechatronics Handbook.<br>Godfrey Onwubolu. Mechatronics Principles and Applications.<br>Richard S. Figliola and Donald E. Beasley. 2011. <a href=\"https:\/\/drive.google.com\/file\/d\/1XfAyMjXB37yG-azIKfwDaWj7tlQj_AK1\/view?usp=sharing\">Theory and design for mechanical measurements (Fourth Editions) <\/a>. John Wiley &amp; Sons. ISBN 978-0470547410<\/p>\n\n\n\n<p><strong>\u0e08\u0e38\u0e14\u0e1b\u0e23\u0e30\u0e2a\u0e07\u0e04\u0e4c\u0e02\u0e2d\u0e07\u0e27\u0e34\u0e0a\u0e32<\/strong><br>\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e01\u0e25\u0e44\u0e1f\u0e1f\u0e49\u0e32\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a<br>\u0e23\u0e39\u0e49\u0e41\u0e25\u0e30\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e44\u0e1f\u0e1f\u0e49\u0e32 \u0e23\u0e30\u0e1a\u0e1a\u0e01\u0e32\u0e23\u0e27\u0e31\u0e14 \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e15\u0e2d\u0e1a\u0e2a\u0e19\u0e2d\u0e07\u0e17\u0e32\u0e07\u0e1e\u0e25\u0e27\u0e31\u0e15\u0e34\u0e02\u0e2d\u0e07\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e27\u0e31\u0e14<br>\u0e23\u0e39\u0e49\u0e41\u0e25\u0e30\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e23\u0e30\u0e1a\u0e1a\u0e41\u0e1a\u0e1a\u0e1d\u0e31\u0e07\u0e15\u0e31\u0e27 \u0e2b\u0e19\u0e48\u0e27\u0e22\u0e02\u0e31\u0e1a\u0e41\u0e25\u0e30\u0e2d\u0e38\u0e1b\u0e01\u0e23\u0e13\u0e4c\u0e02\u0e31\u0e1a\u0e40\u0e04\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e17\u0e35\u0e48<br>\u0e23\u0e39\u0e49\u0e41\u0e25\u0e30\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e01\u0e32\u0e23\u0e41\u0e25\u0e30\u0e23\u0e30\u0e1a\u0e1a\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e17\u0e32\u0e07\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e23\u0e21\u0e41\u0e1a\u0e1a\u0e40\u0e0a\u0e34\u0e07\u0e40\u0e2a\u0e49\u0e19<\/p>\n\n\n\n<p><strong>\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e23\u0e32\u0e22\u0e27\u0e34\u0e0a\u0e32<\/strong><br>\u0e15\u0e31\u0e27\u0e23\u0e31\u0e1a\u0e23\u0e39\u0e49 \u0e15\u0e31\u0e27\u0e41\u0e1b\u0e23\u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e41\u0e25\u0e30\u0e23\u0e30\u0e1a\u0e1a\u0e01\u0e32\u0e23\u0e27\u0e31\u0e14 \u0e23\u0e30\u0e1a\u0e1a\u0e1d\u0e31\u0e07\u0e15\u0e31\u0e27 \u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e23\u0e30\u0e1a\u0e1a\u0e41\u0e1a\u0e1a\u0e1d\u0e31\u0e07\u0e15\u0e31\u0e27 \u0e2b\u0e19\u0e48\u0e27\u0e22\u0e02\u0e31\u0e1a\u0e41\u0e25\u0e30\u0e2d\u0e38\u0e1b\u0e01\u0e23\u0e13\u0e4c\u0e02\u0e31\u0e1a\u0e40\u0e04\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e17\u0e35\u0e48 \u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e0a\u0e34\u0e07\u0e40\u0e2a\u0e49\u0e19 \u0e01\u0e32\u0e23\u0e02\u0e31\u0e1a\u0e40\u0e04\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e41\u0e1a\u0e1a\u0e2b\u0e21\u0e38\u0e19 \u0e01\u0e32\u0e23\u0e41\u0e1b\u0e25\u0e07\u0e01\u0e32\u0e23\u0e40\u0e04\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e17\u0e35\u0e48 \u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e01\u0e25\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a \u0e01\u0e23\u0e13\u0e35\u0e28\u0e36\u0e01\u0e29\u0e32<\/p>\n\n\n\n<p>\u0e27\u0e34\u0e18\u0e35\u0e2a\u0e2d\u0e19\u0e17\u0e35\u0e48\u0e40\u0e19\u0e49\u0e19\u0e1c\u0e39\u0e49\u0e40\u0e23\u0e35\u0e22\u0e19\u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e2d\u0e32\u0e08\u0e32\u0e23\u0e22\u0e4c\u0e1a\u0e23\u0e23\u0e22\u0e32\u0e22\u0e2b\u0e19\u0e49\u0e32\u0e0a\u0e31\u0e49\u0e19\u0e40\u0e23\u0e35\u0e22\u0e19 \u0e41\u0e25\u0e30\u0e41\u0e2a\u0e14\u0e07\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e41\u0e01\u0e49\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e42\u0e08\u0e17\u0e22\u0e4c<br>\u0e19\u0e34\u0e2a\u0e34\u0e15\u0e15\u0e2d\u0e1a\u0e04\u0e33\u0e16\u0e32\u0e21 \u0e2d\u0e20\u0e34\u0e1b\u0e23\u0e32\u0e22 \u0e28\u0e36\u0e01\u0e29\u0e32\u0e04\u0e49\u0e19\u0e04\u0e27\u0e49\u0e32\u0e14\u0e49\u0e27\u0e22\u0e15\u0e19\u0e40\u0e2d\u0e07 \u0e1d\u0e36\u0e01\u0e17\u0e33\u0e41\u0e1a\u0e1a\u0e1d\u0e36\u0e01\u0e2b\u0e31\u0e14 \u0e17\u0e33\u0e01\u0e32\u0e23\u0e1a\u0e49\u0e32\u0e19\u0e15\u0e32\u0e21\u0e17\u0e35\u0e48\u0e44\u0e14\u0e49\u0e23\u0e31\u0e1a\u0e21\u0e2d\u0e1a\u0e2b\u0e21\u0e32\u0e22 \u0e41\u0e25\u0e30\u0e17\u0e33\u0e23\u0e32\u0e22\u0e07\u0e32\u0e19<br>\u0e21\u0e35\u0e01\u0e32\u0e23\u0e19\u0e33\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e02\u0e2d\u0e07\u0e07\u0e32\u0e19\u0e27\u0e34\u0e08\u0e31\u0e22\u0e41\u0e25\u0e30\u0e07\u0e32\u0e19\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e2a\u0e23\u0e23\u0e04\u0e4c\u0e43\u0e19\u0e2a\u0e32\u0e02\u0e32\u0e27\u0e34\u0e02\u0e32\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e23\u0e21\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e01\u0e25\u0e21\u0e32\u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e37\u0e48\u0e2d\u0e01\u0e32\u0e23\u0e2a\u0e2d\u0e19 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e19\u0e34\u0e2a\u0e34\u0e15\u0e44\u0e14\u0e49\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49\u0e08\u0e32\u0e01\u0e02\u0e2d\u0e07\u0e08\u0e23\u0e34\u0e07\u0e41\u0e25\u0e30\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e1d\u0e36\u0e01\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e41\u0e25\u0e30\u0e41\u0e01\u0e49\u0e44\u0e02\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e44\u0e14\u0e49\u0e2d\u0e38\u0e1b\u0e01\u0e23\u0e13\u0e4c<\/p>\n\n\n\n<p><strong>\u0e2a\u0e37\u0e48\u0e2d\u0e01\u0e32\u0e23\u0e2a\u0e2d\u0e19<\/strong><br>\u0e25\u0e37\u0e48\u0e2d\u0e2d\u0e34\u0e40\u0e25\u0e47\u0e01\u0e17\u0e23\u0e2d\u0e19\u0e34\u0e01\u0e2a\u0e4c \u0e41\u0e25\u0e30\u0e40\u0e2d\u0e01\u0e2a\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e04\u0e33\u0e2a\u0e2d\u0e19<br>\u0e23\u0e30\u0e1a\u0e1a\u0e01\u0e32\u0e23\u0e28\u0e36\u0e01\u0e29\u0e32\u0e2d\u0e2d\u0e19\u0e44\u0e25\u0e19\u0e4c<\/p>\n\n\n\n<p>\u0e01\u0e32\u0e23\u0e27\u0e31\u0e14\u0e1c\u0e25\u0e2a\u0e31\u0e21\u0e24\u0e17\u0e18\u0e34\u0e4c\u0e43\u0e19\u0e01\u0e32\u0e23\u0e40\u0e23\u0e35\u0e22\u0e19<br>\u0e01\u0e32\u0e23\u0e40\u0e02\u0e49\u0e32\u0e0a\u0e31\u0e49\u0e19\u0e40\u0e23\u0e35\u0e22\u0e19\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e21\u0e35\u0e2a\u0e48\u0e27\u0e19\u0e23\u0e48\u0e27\u0e21 20 \u0e04\u0e30\u0e41\u0e19\u0e19<br>\u0e07\u0e32\u0e19\u0e17\u0e35\u0e48\u0e21\u0e2d\u0e1a\u0e2b\u0e21\u0e32\u0e22 20 \u0e04\u0e30\u0e41\u0e19\u0e19<br>\u0e42\u0e04\u0e23\u0e07\u0e07\u0e32\u0e19 30 \u0e04\u0e30\u0e41\u0e19\u0e19<br>\u0e2a\u0e2d\u0e1a\u0e1b\u0e25\u0e32\u0e22\u0e20\u0e32\u0e04 30 \u0e04\u0e30\u0e41\u0e19\u0e19<\/p>\n\n\n\n<p><strong>\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e40\u0e21\u0e34\u0e19\u0e1c\u0e25\u0e01\u0e32\u0e23\u0e40\u0e23\u0e35\u0e22\u0e19<\/strong><br>\u0e1e\u0e34\u0e08\u0e32\u0e23\u0e13\u0e32\u0e15\u0e31\u0e14\u0e40\u0e01\u0e23\u0e14\u0e15\u0e32\u0e21\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e41\u0e1a\u0e1a\u0e2d\u0e34\u0e07\u0e01\u0e25\u0e38\u0e48\u0e21 \u0e41\u0e25\u0e30\u0e15\u0e32\u0e21\u0e40\u0e01\u0e13\u0e11\u0e4c\u0e17\u0e35\u0e48\u0e01\u0e33\u0e2b\u0e19\u0e14<br>A \u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32 80<br>B+ \u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32 75 \u0e19\u0e49\u0e2d\u0e22\u0e01\u0e27\u0e48\u0e32 80<br>B  \u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32 70 \u0e19\u0e49\u0e2d\u0e22\u0e01\u0e27\u0e48\u0e32 75<br>C+ \u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32 65 \u0e19\u0e49\u0e2d\u0e22\u0e01\u0e27\u0e48\u0e32 70<br>C \u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32 55 \u0e19\u0e49\u0e2d\u0e22\u0e01\u0e27\u0e48\u0e32 65<br>D+ \u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32 50 \u0e19\u0e49\u0e2d\u0e22\u0e01\u0e27\u0e48\u0e32 55<br>D \u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32 40 \u0e19\u0e49\u0e2d\u0e22\u0e01\u0e27\u0e48\u0e32 50<br>F \u0e19\u0e49\u0e2d\u0e22\u0e01\u0e27\u0e48\u0e32 40<\/p>\n\n\n\n<p>\u0e01\u0e32\u0e23\u0e43\u0e2b\u0e49\u0e19\u0e34\u0e2a\u0e34\u0e15\u0e40\u0e02\u0e49\u0e32\u0e1e\u0e1a\u0e41\u0e25\u0e30\u0e43\u0e2b\u0e49\u0e04\u0e33\u0e41\u0e19\u0e30\u0e19\u0e33\u0e19\u0e2d\u0e01\u0e40\u0e27\u0e25\u0e32\u0e40\u0e23\u0e35\u0e22\u0e19<br>\u0e43\u0e2b\u0e49\u0e40\u0e02\u0e49\u0e32\u0e1b\u0e23\u0e36\u0e01\u0e29\u0e32\u0e15\u0e32\u0e21\u0e01\u0e32\u0e23\u0e19\u0e31\u0e14\u0e2b\u0e21\u0e32\u0e22<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Mechatronics Design, ME102B, Prof. Kazerooni, Spring 2014\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/0ng--2sqdDo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><a href=\"https:\/\/eng.kps.ku.ac.th\/v3\/index.php\/forvisitor\/visitor-news\/item\/2899-matlab\/2899-matlab\">\u0e2d\u0e32\u0e08\u0e32\u0e23\u0e22\u0e4c \u0e1a\u0e38\u0e04\u0e25\u0e32\u0e01\u0e23\u0e41\u0e25\u0e30\u0e19\u0e34\u0e2a\u0e34\u0e15\u0e17\u0e38\u0e01\u0e04\u0e19\u0e02\u0e2d\u0e07\u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e40\u0e01\u0e29\u0e15\u0e23\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e40\u0e02\u0e49\u0e32\u0e43\u0e0a\u0e49\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 MATLAB \u0e44\u0e14\u0e49\u0e17\u0e35\u0e48 website \u0e14\u0e49\u0e32\u0e19\u0e25\u0e48\u0e32\u0e07 \u0e42\u0e14\u0e22\u0e25\u0e07\u0e17\u0e30\u0e40\u0e1a\u0e35\u0e22\u0e19\u0e14\u0e49\u0e27\u0e22 account@ku.th<\/a><br><a href=\"https:\/\/www.mathworks.com\/academia\/tah-portal\/kasetsart-university-31486487.html?fbclid=IwAR1XkorhqkAOEqbTqzeqOJmJ_vRUasHXxSPrv020XeI7aArEFE57pKkNWt4\">Login KU Account <\/a> <br>Download License \u0e02\u0e2d\u0e07 <a href=\"https:\/\/www.mathworks.com\/licensecenter\/total_headcount\/76101-67271-46953-41405-30928?s_tid=tah_po_start\">KU \u0e04\u0e25\u0e34\u0e4a\u0e01<\/a><br><a href=\"https:\/\/matlabacademy.mathworks.com\/\">\u0e40\u0e23\u0e35\u0e22\u0e19\u0e1f\u0e23\u0e35\u0e44\u0e14\u0e49\u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32<\/a><\/p>\n\n\n\n<p>\u0e0b\u0e37\u0e49\u0e2d Student License<br><a href=\"https:\/\/www.mathworks.com\/store\/link\/products\/student\/new?s_tid=coabt_sv_cntsls_bod\">\u0e23\u0e32\u0e04\u0e32 29-55$<\/a> \u0e41\u0e25\u0e30 Toolkit \u0e23\u0e32\u0e04\u0e32\u0e15\u0e31\u0e27\u0e25\u0e30 6$<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"How to install matlab &amp; simulink arduino support package.\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/-NZ_kUGk7qY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><br>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;<\/p>\n\n\n\n<p>\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49 matlab \u0e1f\u0e23\u0e35 <br><a href=\"https:\/\/matlabacademy.mathworks.com\/R2020b\/portal.html?course=gettingstarted\">https:\/\/matlabacademy.mathworks.com\/R2020b\/portal.html?course=gettingstarted<\/a><br>\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49 Simulink \u0e1f\u0e23\u0e35<br><a href=\"https:\/\/www.mathworks.com\/learn\/tutorials\/simulink-onramp.html#getstarted\">https:\/\/www.mathworks.com\/learn\/tutorials\/simulink-onramp.html#getstarted<\/a><br>\u0e40\u0e23\u0e35\u0e22\u0e19 signal processing \u0e1f\u0e23\u0e35<br><a href=\"https:\/\/matlabacademy.mathworks.com\/R2020b\/portal.html?course=signalprocessing\">https:\/\/matlabacademy.mathworks.com\/R2020b\/portal.html?course=signalprocessing<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part2<\/p>\n\n\n\n<p>\u0e40\u0e1b\u0e34\u0e14\u0e40\u0e23\u0e35\u0e22\u0e19\u0e27\u0e34\u0e0a\u0e32\u0e2a\u0e38\u0e14\u0e17\u0e49\u0e32\u0e22\u0e02\u0e2d\u0e07\u0e40\u0e17\u0e2d\u0e21\u0e19\u0e35\u0e49 \u0e1b. \u0e42\u0e17 \u0e40\u0e01\u0e29\u0e15\u0e23 \u0e1a\u0e32\u0e07\u0e40\u0e02\u0e19 (online \u0e44\u0e1b\u0e01\u0e48\u0e2d\u0e19)Robotics ME Program Kasetsart University\u0e27\u0e31\u0e19\u0e19\u0e35\u0e49\u0e20\u0e32\u0e1e\u0e23\u0e27\u0e21 \u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e23\u0e30\u0e1a\u0e1a\u0e17\u0e32\u0e07\u0e01\u0e25 \u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e44\u0e1f\u0e1f\u0e49\u0e32 \u0e41\u0e25\u0e30 Matlab &amp; Simulink\u0e40\u0e17\u0e2d\u0e21\u0e19\u0e35\u0e49 \u0e23\u0e38\u0e48\u0e19\u0e17\u0e35\u0e48 4 \u0e41\u0e25\u0e49\u0e27 \u0e22\u0e2d\u0e14\u0e04\u0e19\u0e25\u0e07\u0e40\u0e23\u0e35\u0e22\u0e19\u0e17\u0e30\u0e25\u0e38 20 \u0e04\u0e19 \u0e08\u0e32\u0e01\u0e40\u0e14\u0e34\u0e21\u0e40\u0e1b\u0e49\u0e32\u0e1b\u0e35\u0e01\u0e48\u0e2d\u0e19 10 \u0e04\u0e19 \u0e04\u0e48\u0e32\u0e40\u0e17\u0e2d\u0e21 6 \u0e2b\u0e21\u0e37\u0e48\u0e19\u0e1a\u0e32\u0e17 \u0e40\u0e23\u0e35\u0e22\u0e19 1 \u0e27\u0e31\u0e19\/\u0e2a\u0e31\u0e1b\u0e14\u0e32\u0e2b\u0e4c + \u0e17\u0e33\u0e27\u0e34\u0e08\u0e31\u0e22<a href=\"https:\/\/www.facebook.com\/Robotics-ME-Program-Kasetsart-University-110810020320030\/?__cft__[0]=AZWMG_lVDvO2Hw9SWAQdOo9Qn5Fvu-kKuvDTg4GXQGzAmCOWmm_MM8ukcVOK_SxRBZDYGwZ6oypv8Q1bcuTQjTR8D-X3DgXknnmkA9cf5qhDQh-RP1i_zEsdhoMPC_n5VoF1VmS0D4gt1QBWXIWpZZWmvwVUtvEOjPyXlZcitsIFZKd8QJqAMRrVcOsKBsCWS1k&amp;__tn__=kK-R\">https:\/\/www.facebook.com\/Robotics-ME-Program-Kasetsart-University-110810020320030\/<\/a><\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/5018330354875227\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part3<\/p>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part4<\/p>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part5<\/p>\n\n\n\n<p>\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u200b\u0e2b\u0e38\u0e48\u0e19\u0e22\u0e19\u0e15\u0e4c\u200b \u0e1b.\u0e42\u0e17\u200b \u0e20\u0e32\u0e04\u200b\u0e1e\u0e34\u0e40\u0e28\u0e29\u200b \u0e21.\u0e40\u0e01\u0e29\u0e15\u0e23\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c \u0e27\u0e31\u0e19\u0e2d\u0e32\u0e17\u0e34\u0e15\u0e22\u0e4c\u200b \u0e14\u0e39\u0e04\u0e25\u0e49\u0e32\u0e22\u0e46 professional+exclusive MBA \u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a\u0e43\u0e2b\u0e21\u0e48 \u0e1c\u0e2a\u0e21\u200b online \u0e01\u0e31\u0e1a\u0e40\u0e23\u0e35\u0e22\u0e19\u0e43\u0e19\u0e2b\u0e49\u0e2d\u0e07\u0e40\u0e23\u0e35\u0e22\u0e19 \u0e1c\u0e2a\u0e21\u0e04\u0e19\u0e17\u0e33\u0e07\u0e32\u0e19 \u0e1c\u0e39\u0e49\u0e1a\u0e23\u0e34\u0e2b\u0e32\u0e23\u200b \u0e1c\u0e39\u0e49\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e01\u0e32\u0e23\u0e21\u0e32\u0e41\u0e25\u0e01\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49 \u0e2d\u0e31\u0e1e\u0e40\u0e14\u0e17\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49 \u0e2a\u0e23\u0e49\u0e32\u0e07\u0e19\u0e27\u0e31\u0e15\u0e01\u0e23\u0e23\u0e21\u0e43\u0e2b\u0e21\u0e48\u0e46 \u0e14\u0e49\u0e32\u0e19\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e23\u0e21\u0e2b\u0e38\u0e48\u0e19\u0e22\u0e19\u0e15\u0e4c<\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/5112011682173760\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part 6<\/p>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part 7 \u0e01\u0e32\u0e23\u0e08\u0e33\u0e25\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e1c\u0e48\u0e32\u0e19\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c<\/p>\n\n\n\n<p>\u0e27\u0e31\u0e19\u0e27\u0e32\u0e40\u0e25\u0e19\u0e44\u0e17\u0e19\u0e4c\u200b \u0e23\u0e31\u0e01\u0e01\u0e31\u0e19\u0e2a\u0e32\u0e21\u0e31\u0e04\u0e04\u0e35 \u0e40\u0e23\u0e35\u0e22\u0e19\u0e41\u0e25\u0e49\u0e27\u200b \u0e25\u0e07\u0e21\u0e37\u0e2d\u0e17\u0e33\u0e41\u0e25\u0e49\u0e27<\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/5139743496067245\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part 8 \u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e0a\u0e34\u0e07\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e25\u0e30\u0e23\u0e30\u0e1a\u0e1a\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e1b\u0e49\u0e2d\u0e19\u0e01\u0e25\u0e31\u0e1a<\/p>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part 9 \u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e40\u0e01\u0e47\u0e1a\u0e1a\u0e31\u0e19\u0e17\u0e36\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e14\u0e34\u0e08\u0e34\u0e15\u0e2d\u0e25<\/p>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part 10 \u0e40\u0e0b\u0e19\u0e40\u0e0b\u0e2d\u0e23\u0e4c\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e31\u0e14<\/p>\n\n\n\n<p>Mechatronics\u200b \u0e2a\u0e19\u0e38\u0e01\u0e46\u200b \u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e23\u0e30\u0e1a\u0e1a\u0e01\u0e31\u0e19\u0e41\u0e25\u0e49\u0e27\u200b\u0e17\u0e31\u0e49\u0e07\u0e01\u0e25\u0e44\u0e01\u200b \u0e44\u0e1f\u0e1f\u0e49\u0e32\u200b \u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c\u200b \u0e25\u0e2d\u0e07\u0e43\u0e0a\u0e49 Hardware\u200b in the loop \u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e01\u0e31\u0e1a\u0e2d\u0e38\u0e1b\u0e01\u0e23\u0e13\u0e4c\u0e01\u0e31\u0e19\u200b\u0e14\u0e49\u0e27\u0e22\u0e1a\u0e32\u0e07\u0e2a\u0e48\u0e27\u0e19<\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/5274250495949877\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part11 \u0e2b\u0e19\u0e48\u0e27\u0e22\u0e02\u0e31\u0e1a\u0e41\u0e25\u0e30\u0e2d\u0e38\u0e1b\u0e01\u0e23\u0e13\u0e4c\u0e02\u0e31\u0e1a\u0e40\u0e04\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e17\u0e35\u0e48 (online)<\/p>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part12 \u0e23\u0e30\u0e1a\u0e1a\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e1b\u0e49\u0e2d\u0e19\u0e01\u0e25\u0e31\u0e1a (online)<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u0e2b\u0e38\u0e48\u0e19\u0e22\u0e19\u0e15\u0e4c\u0e41\u0e25\u0e30\u0e23\u0e30\u0e1a\u0e1a\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34 EP:58 \u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e01\u0e32\u0e23\u0e40\u0e02\u0e35\u0e22\u0e19\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21 (LabVIEW)\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/COMl7SjwXP4?start=12&#038;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>System Identification Toolbox (systemIdentification)<\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathworks.com\/products\/sysid.html\">https:\/\/www.mathworks.com\/products\/sysid.html<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">System Identification App<\/h2>\n\n\n\n<p>Interactively estimate linear and nonlinear models of your system using measured input-output data.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Data Import &amp; Preprocessing<\/h3>\n\n\n\n<p>Import measured time-domain and frequency-domain data. You can preprocess the data by performing operations such as detrending, filtering, resampling, and also reconstruct missing data.<a href=\"https:\/\/www.mathworks.com\/videos\/preprocessing-data-68910.html\">Preprocessing Data&nbsp;(1:42)<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/data-driven-control-data-acquisition-70898.html\">Data-Driven Control: Data Acquisition&nbsp;(4:30)<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/extract-and-model-specific-data-segments.html\">Extracting and Modeling Specific Data Segments<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/preprocess-data.html\">Functions for Preprocessing Data<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/importing-and-manipulating-data-sets-68900.html\">3:24<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/importing-and-manipulating-data-sets-68900.html\">Importing and Manipulating Data Sets<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Model Estimation and Validation<\/h3>\n\n\n\n<p>Identify linear and nonlinear models from measured input-output data. You can compare identified models, analyze their properties, calculate their confidence bounds, and validate them against test datasets.<a href=\"https:\/\/www.mathworks.com\/videos\/introduction-to-system-identification-81796.html\">Introduction to System Identification&nbsp;(45:55)<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/estimating-and-validating-models-68896.html\">Estimating and Validating Models&nbsp;(1:21)<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/residual-analysis.html\">Residual Analysis of Estimated Models<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/uncertainty-analysis.html\">Uncertainty Analysis of Estimated Models<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/introduction-to-system-identification-toolbox-68901.html\">2:28<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/introduction-to-system-identification-toolbox-68901.html\">Introduction to System Identification Toolbox<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Linear Model Identification<\/h2>\n\n\n\n<p>Estimate linear models from your measured data for applications such as controller design.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Transfer Functions and Process Models<\/h3>\n\n\n\n<p>Estimate multi-input multi-output continuous or discrete-time transfer functions with a specified number of poles and zeros. You can specify the transport delay or let the toolbox determine it automatically.<a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/estimating-transfer-function-models-for-a-boost-converter.html\">Estimating Transfer Function Models for a Boost Converter<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/building-and-estimating-process-models-using-system-identification-toolbox.html\">Estimating Process Models<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/dealing-with-multi-variable-systems-identification-and-analysis.html\">Estimating Models for MIMO Systems<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/estimating-transfer-functions-and-process-models-68899.html\">2:27<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/estimating-transfer-functions-and-process-models-68899.html\">Estimating Transfer Functions and Process Models<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">State Space and Polynomial Models<\/h3>\n\n\n\n<p>Determine optimal model order and estimate state-space models of your system. You can also estimate ARX, ARMAX, Box-Jenkins, and Output-Error polynomial models.<a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/what-are-state-space-models.html\">Overview of State-Space Models<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/what-are-polynomial-models.html\">Overview of Polynomial Models<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/preliminary-step-estimating-model-orders-and-input-delays.html\">Estimating Model Orders and Input Delays<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/use-state-space-estimation-to-reduce-model-order.html\">Using State-Space Estimation To Reduce Model Order<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/estimating-state-space-and-polynomial-models-68898.html\">2:20<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/estimating-state-space-and-polynomial-models-68898.html\">Estimating State-Space and Polynomial Models<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Frequency &amp; Impulse Response Models<\/h3>\n\n\n\n<p>Use spectral and correlation analysis to estimate models of your system from frequency and time-domain data. Frequency response data can also be obtained from a Simulink model using Simulink Control Design.<a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/frequency-domain-identification-estimating-models-using-frequency-domain-data.html\">Estimating Models Using Frequency Domain Data<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/identify-delay-using-transient-response-plots.html\">Estimating Delays in a System by Calculating Impulse Response<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/modal-analysis-of-a-flexible-flying-wing-aircraft.html\">Modal Analysis of a Flexible Flying Wing Aircraft<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/troubleshoot-frequency-domain-identification.html\">Using Weighting Filters to Improve Frequency-Domain Identification<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/frequency-domain-identification-improvements-122244.html\">1:19<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/frequency-domain-identification-improvements-122244.html\">Frequency Domain Identification Improvements<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Online Estimation<\/h2>\n\n\n\n<p>Use online estimation models for applications such as adaptive control, fault detection, and soft sensing. You can deploy these models to run in real-time on embedded devices using live data.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Parameter Estimation with Recursive Models<\/h3>\n\n\n\n<p>Estimate a model of your system in real-time using recursive models that update their parameters as new data comes in. You can implement these models using built-in Simulink blocks. Generate C\/C++ code from the blocks using Simulink Coder&#x2122; to target embedded devices.<a href=\"https:\/\/www.mathworks.com\/videos\/online-parameter-estimation-with-simulink-89357.html\">Online Parameter Estimation with Simulink&nbsp;(2:39)<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/online-parameter-estimation-commands-106693.html\">Online Parameter Estimation Commands&nbsp;(1:58)<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/how-online-estimation-differs-from-offline-estimation.html\">Online vs Offline Parameter Estimation<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/online-recursive-least-squares-estimation.html\">Estimate Recursive Nonlinear Models of Internal Combustion Engines<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/online-fault-detection-for-a-dc-motor-93169.html\">4:55<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/online-fault-detection-for-a-dc-motor-93169.html\">Online Fault Detection for a DC Motor<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">State Estimation with Kalman Filters<\/h3>\n\n\n\n<p>Estimate system states from real-time data using linear, extended, or unscented Kalman filters as well as particle filters. You can implement these algorithms using built-in Simulink blocks. Generate C\/C++ code from the blocks using Simulink Coder&#x2122; to target embedded devices.<a href=\"https:\/\/www.mathworks.com\/videos\/understanding-kalman-filters-part-3-optimal-state-estimator--1490710645421.html\">Understanding Kalman Filters, Part 3: An Optimal State Estimator&nbsp;(6:42)<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/multirate-nonlinear-state-estimation-in-simulink.html\">Estimate States of Nonlinear System with Multirate Sensors<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/generate-code-for-online-state-estimation-in-matlab.html\">Generate C\/C++ Code for State Estimation using a Kalman Filter<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/parameter-and-state-estimation-in-simulink-using-particle-filter-block.html\">State Estimation in Simulink Using Particle Filters<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/understanding-kalman-filters-part-1-why-use-kalman-filters--1485813028675.html\">6:46<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/understanding-kalman-filters-part-1-why-use-kalman-filters--1485813028675.html\">Understanding Kalman Filters, Part 1: Why Use Kalman Filters?<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Control System Design &amp; Simulink<\/h2>\n\n\n\n<p>Implement estimated models in Simulink using built-in blocks. You can use the estimated models to represent plant models when designing controllers in MATLAB and Simulink.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Integration with Simulink<\/h3>\n\n\n\n<p>Implement estimated models,&nbsp;state estimators, and recursive models in Simulink using built-in blocks. You can&nbsp;perform system analysis and control design tasks&nbsp;using these blocks.<a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/simulating-identified-model-output-in-simulink.html\">Simulate Identified Linear Model in Simulink<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/simulating-identified-model-output-in-simulink.html\">Simulate Identified Nonlinear Model in Simulink<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/online-armax-polynomial-model-estimation.html\">Implement Online ARMAX Models in Simulink<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/estimating-states-of-time-varying-systems-using-kalman-filters.html\">Implement Kalman Filters in Simulink<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/data-driven-control-controller-design-and-implementation-70899.html\">6:06<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/data-driven-control-controller-design-and-implementation-70899.html\">Data-Driven Control: Controller Design and Implementation<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Controller Design<\/h3>\n\n\n\n<p>Use the models you have estimated for designing and tuning controllers&nbsp;with Control System Toolbox. Use system identification functionality in the PID Tuner app to estimate linear plant dynamics from measured data or Simulink models with discontinuities.&nbsp;<a href=\"https:\/\/www.mathworks.com\/videos\/pid-controller-tuning-for-a-model-with-discontinuities-89347.html\">PID Controller Tuning for a Model with Discontinuities&nbsp;(5:40)<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/matlab-and-simulink-robotics-arena-from-data-to-model-1518156121608.html\">Estimate States of Nonlinear System with Multirate Sensors&nbsp;(21:45)<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/data-driven-control-system-identification-70897.html\">Data-Driven Control: System Identification&nbsp;(4:12)<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/parameter-and-state-estimation-in-simulink-using-particle-filter-block.html\">State Estimation in Simulink Using Particle Filters<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/pid-controller-tuning-based-on-measured-input-output-data-89348.html\">3:52<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/pid-controller-tuning-based-on-measured-input-output-data-89348.html\">PID Controller Tuning Based on Measured Input-Output Data<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Nonlinear Model Identification<\/h2>\n\n\n\n<p>Estimate models that can capture nonlinearities in your system.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Nonlinear ARX Models<\/h3>\n\n\n\n<p>Model your systems by combining autoregressive models with nonlinearities represented by wavelet networks,&nbsp;tree partitioning,&nbsp;sigmoid networks, and neural networks&nbsp;(with\u202f<a href=\"https:\/\/www.mathworks.com\/products\/deep-learning.html\">Deep Learning Toolbox&#x2122;<\/a>).\u202f<a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/nonlinear-modeling-of-a-magneto-rheological-fluid-damper.html\">Estimating Nonlinear ARX Models of a Fluid Damper System<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/nonlinear-arx-models-with-custom-regressors.html\">Estimating Nonlinear ARX Models Using Custom Regressors<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/motorized-camera-multi-input-multi-output-nonlinear-arx-and-hammerstein-wiener-models.html\">Identifying Nonlinear ARX Models of a Motorized Camera System<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/validating-nonlinear-arx-models.html\">Validating Nonlinear ARX Models<\/a><a href=\"https:\/\/www.mathworks.com\/content\/mathworks\/www\/en\/products\/sysid\/_jcr_content\/mainParsys\/band_copy_688706585__2055516716\/mainParsys\/columns\/2\/image_copy.adapt.full.high.jpg\/1617094252726.jpg\"><\/a><\/p>\n\n\n\n<p>Nonlinear ARX Model Estimation<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hammerstein-Wiener Models<\/h3>\n\n\n\n<p>Estimate static nonlinear distortions present at the input and output of an otherwise linear system.&nbsp;For example, you can estimate the saturation levels affecting the input current running a DC&nbsp;motor.<a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/what-are-hammerstein-wiener-models.html\">What Are Hammerstein-Wiener Models?<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/two-tank-system-single-input-single-output-nonlinear-arx-and-hammerstein-wiener-models.html\">Identifying Nonlinear Hammerstein-Wiener Models of a Two-Tank System<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/estimate-hammerstein-wiener-models-using-linear-oe-models.html\">Estimate Hammerstein-Wiener Models of an Engine Throttle System<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/validating-hammerstein-wiener-models.html\">Validating Hammerstein-Wiener Models<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/estimating-nonlinear-black-box-models-68897.html\">4:29<\/a><a href=\"https:\/\/www.mathworks.com\/videos\/estimating-nonlinear-black-box-models-68897.html\">Estimating Nonlinear Black-Box Models<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Grey-Box Model Identification<\/h2>\n\n\n\n<p>Build grey-box models which are represented by a set of equations with a mix of known and unknown parameters. You can then use measured test data to estimate these parameters and capture the dynamics of your system without changing the model structure.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Linear Grey-Box Models<\/h3>\n\n\n\n<p>Model&nbsp;your linear system&nbsp;using&nbsp;differential equations, difference equations, or a state-space system.&nbsp;Estimate specified&nbsp;model&nbsp;parameters&nbsp;such as pendulum mass and length or motor resistance and back-EMF constant&nbsp;from measured input-output data.<a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/estimating-linear-grey-box-models.html\">Estimate Linear Grey-Box Models<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/estimate-continuous-time-grey-box-model-for-heat-diffusion.html\">Modeling a Heat Diffusion System<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/building-structured-and-user-defined-models-using-system-identification-toolbox.html\">Modeling a DC Motor<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/estimating-coefficients-of-odes-to-fit-given-solution.html\">Modeling Friction in a Pendulum<\/a><a href=\"https:\/\/www.mathworks.com\/content\/mathworks\/www\/en\/products\/sysid\/_jcr_content\/mainParsys\/band_copy_688706585__827667542\/mainParsys\/columns\/2\/image_copy_copy.adapt.full.high.jpg\/1617094253272.jpg\"><\/a><\/p>\n\n\n\n<p>&nbsp;Linear Grey-box Model of a DC Motor.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Nonlinear Grey-Box Models<\/h3>\n\n\n\n<p>Model&nbsp;your system&nbsp;using nonlinear&nbsp;differential equations or difference equations. Estimate&nbsp;specified model&nbsp;parameters&nbsp;from measured input-output&nbsp;data.<a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/estimating-nonlinear-grey-box-models.html\">Estimate Nonlinear Grey-Box Models<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/modeling-an-industrial-robot-arm.html\">Modeling an Industrial Robot Arm<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/non-adiabatic-continuous-stirred-tank-reactor-matlab-file-modeling-with-simulations-in-simulink.html\">Modeling a Continuous Stirred Tank Reactor<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/modeling-a-vehicle-dynamics-system.html\">Modeling a Vehicle Dynamics System<\/a><a href=\"https:\/\/www.mathworks.com\/content\/mathworks\/www\/en\/products\/sysid\/_jcr_content\/mainParsys\/band_copy_688706585__827667542\/mainParsys\/columns_copy_1135913496\/2\/image_copy_copy.adapt.full.high.jpg\/1617094253483.jpg\"><\/a><\/p>\n\n\n\n<p>A Two-Tank System is Better Represented&nbsp;by&nbsp;a Nonlinear Grey-Box Model Than a Linear Model.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Time Series Models<\/h2>\n\n\n\n<p>Analyze time series data by identifying AR, ARMA, state-space and other linear and nonlinear models.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Time Series Models<\/h3>\n\n\n\n<p>Estimate time series models to fit measured data from your system. You can then forecast future values&nbsp;of the&nbsp;time series model to predict how your system will behave.&nbsp;<a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/modeling-current-signal-from-an-energizing-transformer.html\">Estimating Transformer Current Using Autoregressive Models<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/forecasting-predator-prey-populations.html\">Forecasting Multi-variate Time Series<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/time-series-prediction-and-forecasting-for-prognosis.html\">Fault Prediction in a Furnace Using Time Series Models<\/a><a href=\"https:\/\/www.mathworks.com\/help\/ident\/ug\/estimating-arima-models.html\">Estimating ARIMA Models<\/a><a href=\"https:\/\/www.mathworks.com\/content\/mathworks\/www\/en\/products\/sysid\/_jcr_content\/mainParsys\/band_copy_688706585__1188068461\/mainParsys\/columns\/2\/image_copy.adapt.full.high.jpg\/1617094253877.jpg\"><\/a><\/p>\n\n\n\n<p>Time Series Models can be used to predict equipment health.<\/p>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part13<\/p>\n\n\n\n<p>Mechatronics.\u200b \u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e21\u0e2d\u0e40\u0e15\u0e2d\u0e23\u0e4c\u0e1c\u0e48\u0e32\u0e19\u200b PLC\u200b\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e21\u0e2d\u0e40\u0e15\u0e2d\u0e23\u0e4c\u0e1c\u0e48\u0e32\u0e19\u200b matlab\u200b \u0e23\u0e31\u0e1a\u0e04\u0e48\u0e32\u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e1c\u0e48\u0e32\u0e19\u200b matlab\u200b \u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e23\u0e30\u0e1a\u0e1a\u200b Arduino\u200b \u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e08\u0e33\u0e25\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a<\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/5303983852976541\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part14<\/p>\n\n\n\n<p>\u0e1b\u0e23\u0e34\u0e0d\u0e0d\u0e32\u0e42\u0e17\u0e0a\u0e48\u0e27\u0e07\u0e19\u0e35\u0e49\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49\u0e41\u0e1a\u0e1a Online \u0e01\u0e31\u0e19 \u0e41\u0e1a\u0e48\u0e07\u0e40\u0e1b\u0e47\u0e19\u0e01\u0e25\u0e38\u0e48\u0e21\u0e46 \u0e17\u0e33\u0e42\u0e04\u0e23\u0e07\u0e07\u0e32\u0e19\u0e41\u0e1a\u0e1a Online \u0e21\u0e35\u0e04\u0e19\u0e17\u0e33\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 \u0e04\u0e19\u0e17\u0e33\u0e01\u0e32\u0e23\u0e17\u0e14\u0e2a\u0e2d\u0e1a \u0e01\u0e32\u0e23\u0e17\u0e14\u0e25\u0e2d\u0e07\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u0e2b\u0e32\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a<\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/5483004758407782\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<!--nextpage-->\n\n\n\n<p>part15<\/p>\n\n\n\n<p>\u0e40\u0e23\u0e35\u0e22\u0e19\u0e41\u0e1a\u0e1a\u0e25\u0e07\u0e21\u0e37\u0e2d\u0e17\u0e33\u0e08\u0e23\u0e34\u0e07 \u0e40\u0e25\u0e35\u0e22\u0e19\u0e41\u0e1a\u0e1a\u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e43\u0e19\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e2a\u0e2b\u0e23\u0e31\u0e10\u0e2d\u0e40\u0e21\u0e23\u0e34\u0e01\u0e32\u0e43\u0e19\u0e2a\u0e16\u0e32\u0e19\u0e01\u0e32\u0e23\u0e13\u0e4c COVID \u0e41\u0e1a\u0e1a\u0e19\u0e35\u0e49\u0e15\u0e48\u0e32\u0e07\u0e04\u0e19\u0e15\u0e48\u0e32\u0e07\u0e17\u0e33\u0e41\u0e15\u0e48\u0e23\u0e27\u0e21\u0e01\u0e31\u0e19\u0e40\u0e1b\u0e47\u0e19\u0e42\u0e04\u0e23\u0e07\u0e07\u0e32\u0e19\u0e44\u0e14\u0e49\u0e42\u0e1b\u0e23\u0e40\u0e08\u0e47\u0e04\u0e43\u0e19\u0e27\u0e34\u0e0a\u0e32\u0e40\u0e23\u0e35\u0e22\u0e19 \u0e43\u0e04\u0e23\u0e2a\u0e19\u0e43\u0e08\u0e40\u0e23\u0e35\u0e22\u0e19\u0e01\u0e31\u0e19 \u0e27\u0e34\u0e0a\u0e32 Mechatronics \u0e2d.\u0e01\u0e34\u0e15\u0e15\u0e34\u0e1e\u0e07\u0e29\u0e4c \u0e21.\u0e40\u0e01\u0e29\u0e15\u0e23\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c \u0e01\u0e17\u0e21.\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e1e\u0e34\u0e40\u0e28\u0e29\u0e2b\u0e38\u0e48\u0e19\u0e22\u0e19\u0e15\u0e4c\u0e41\u0e25\u0e30\u0e23\u0e30\u0e1a\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34 \u0e1b.\u0e42\u0e17 \u0e40\u0e23\u0e35\u0e22\u0e19\u0e27\u0e31\u0e19\u0e2d\u0e32\u0e17\u0e34\u0e15\u0e22\u0e4c Exclusive!<\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/5628764660498457\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/5628796457161944\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/5628782583829998\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<p>\u0e2a\u0e2d\u0e1a\u0e1b\u0e25\u0e32\u0e22\u0e20\u0e32\u0e04<\/p>\n\n\n\n<p>\u0e2a\u0e2d\u0e1a\u0e1b\u0e25\u0e32\u0e22\u0e20\u0e32\u0e04<br><a href=\"https:\/\/gulfthai.com\/?page_id=2835\">Design and Analysis of Mechatronics Systems<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0e1b\u0e35\u0e01\u0e32\u0e23\u0e28\u0e36\u0e01\u0e29\u0e32 2565 \u0e04\u0e25\u0e34\u0e4a\u0e01 \u0e23\u0e2b\u0e31\u0e2a\u0e27\u0e34\u0e0a\u0e32 01208577 \u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e34\u0e0a\u0e32 \u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e01\u0e25\u0e44\u0e1f\u0e1f\u0e49\u0e32 (Mechatronics Systems)\u0e04\u0e13\u0e30\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e23\u0e21\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c \u0e2a\u0e32\u0e02\u0e32\u0e27\u0e34\u0e0a\u0e32\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e23\u0e21\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e01\u0e25\u0e1c\u0e39\u0e49\u0e2a\u0e2d\u0e19 \u0e1c\u0e28.\u0e14\u0e23. \u0e01\u0e34\u0e15\u0e15\u0e34\u0e1e\u0e07\u0e29\u0e4c \u0e40\u0e22\u0e32\u0e27\u0e32\u0e08\u0e32 \u0e15\u0e32\u0e23\u0e32\u0e07\u0e01\u0e34\u0e08\u0e01\u0e23\u0e23\u0e21\u0e01\u0e32\u0e23\u0e40\u0e23\u0e35\u0e22\u0e19\u0e01\u0e32\u0e23\u0e2a\u0e2d\u0e19 \u0e04\u0e23\u0e31\u0e49\u0e07\u0e17\u0e35\u0e48 \u0e40\u0e19\u0e37\u0e49\u0e2d\u0e2b\u0e32 1 \u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e01\u0e25\u0e44\u0e1f\u0e1f\u0e49\u0e32\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a (online) 2 \u0e01\u0e25\u0e44\u0e01\u0e17\u0e32\u0e07\u0e01\u0e25 (online) 3 \u0e2b\u0e19\u0e48\u0e27\u0e22\u0e02\u0e31\u0e1a\u0e41\u0e25\u0e30\u0e2d\u0e38\u0e1b\u0e01\u0e23\u0e13\u0e4c\u0e02\u0e31\u0e1a\u0e40\u0e04\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e17\u0e35\u0e48 (online) 4 \u0e40\u0e0b\u0e19\u0e40\u0e0b\u0e2d\u0e23\u0e4c\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e31\u0e14 5 \u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e44\u0e1f\u0e1f\u0e49\u0e32 \u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e2d\u0e19\u0e32\u0e25\u0e47\u0e2d\u0e01 6 \u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e41\u0e1a\u0e1a\u0e08\u0e33\u0e25\u0e2d\u0e07\u0e17\u0e32\u0e07\u0e04\u0e13\u0e34\u0e15\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c 7 \u0e01\u0e32\u0e23\u0e08\u0e33\u0e25\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e1c\u0e48\u0e32\u0e19\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c 8 Mid Term \/ 9 \u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e0a\u0e34\u0e07\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e25\u0e30\u0e23\u0e30\u0e1a\u0e1a\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e1b\u0e49\u0e2d\u0e19\u0e01\u0e25\u0e31\u0e1a 10 \u0e2a\u0e31\u0e0d\u0e0d\u0e32\u0e13\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e40\u0e01\u0e47\u0e1a\u0e1a\u0e31\u0e19\u0e17\u0e36\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e14\u0e34\u0e08\u0e34\u0e15\u0e2d\u0e25 11 \u0e40\u0e0b\u0e19\u0e40\u0e0b\u0e2d\u0e23\u0e4c\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e31\u0e14 12 \u0e2b\u0e19\u0e48\u0e27\u0e22\u0e02\u0e31\u0e1a\u0e41\u0e25\u0e30\u0e2d\u0e38\u0e1b\u0e01\u0e23\u0e13\u0e4c\u0e02\u0e31\u0e1a\u0e40\u0e04\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e17\u0e35\u0e48 (online) 13 \u0e23\u0e30\u0e1a\u0e1a\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e1b\u0e49\u0e2d\u0e19\u0e01\u0e25\u0e31\u0e1a (online) 14 \u0e01\u0e32\u0e23\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e17\u0e32\u0e07\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e23\u0e21\u0e14\u0e49\u0e27\u0e22\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c 15 \u0e42\u0e08\u0e17\u0e22\u0e4c\u0e1b\u0e31\u0e0d\u0e2b\u0e32 16<br \/><a class=\"read-more\" href=\"https:\/\/gulfthai.com\/?page_id=3345\">Complete Reading<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1460,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3345","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/pages\/3345","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gulfthai.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3345"}],"version-history":[{"count":29,"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/pages\/3345\/revisions"}],"predecessor-version":[{"id":7755,"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/pages\/3345\/revisions\/7755"}],"up":[{"embeddable":true,"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/pages\/1460"}],"wp:attachment":[{"href":"https:\/\/gulfthai.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3345"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}