{"id":1359,"date":"2025-09-02T09:44:18","date_gmt":"2025-09-02T09:44:18","guid":{"rendered":"http:\/\/test.daliworks.net\/index.php\/2025\/09\/02\/ai-energy-saving-anomaly-detection\/"},"modified":"2026-07-20T22:32:50","modified_gmt":"2026-07-20T22:32:50","slug":"ai-energy-saving-anomaly-detection","status":"publish","type":"post","link":"http:\/\/test.daliworks.net\/index.php\/2025\/09\/02\/ai-energy-saving-anomaly-detection\/","title":{"rendered":"\ub0c9\ubc29\ub9cc? \uc804\ub825 \uc774\uc0c1\u00b7\uc124\ube44 \uace0\uc7a5\uae4c\uc9c0 \uac10\uc9c0\ud558\ub294 AI \ub0c9\ub09c\ubc29 \uad00\ub9ac"},"content":{"rendered":"<h1><\/h1>\n<p><span>\uc774 \uae00\uc740 \u300c\uc9c0\uae08 \ubc14\ub85c \uc2dc\uc791\ud558\ub294 \ub0c9\ubc29\ube44 \uc808\uac10 \uc804\ub7b5\u300d \uc2dc\ub9ac\uc988\uc758 6\ud3b8\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span data-href=\"https:\/\/blog.naver.com\/thingplus\/223942620940\">1\ud3b8: <\/span><span data-href=\"https:\/\/blog.naver.com\/thingplus\/223942620940\">\ud83c\udf21\ufe0f<\/span><span data-href=\"https:\/\/blog.naver.com\/thingplus\/223942620940\"> \uc5d0\uc5b4\ucee8 \ud2c0\uc218\ub85d \uc694\uae08\uc774 \ubd88\uc5b4\ub09c\ub2e4? \ub0c9\ub09c\ubc29 AI\ub85c \uc808\uc57d\ud558\ub294 \ubc95<\/span><\/p>\n<p><span data-href=\"https:\/\/blog.naver.com\/thingplus\/223958128219\">2\ud3b8: <\/span><span data-href=\"https:\/\/blog.naver.com\/thingplus\/223958128219\">\ud83d\udca8<\/span><span data-href=\"https:\/\/blog.naver.com\/thingplus\/223958128219\"> \ud504\ub79c\ucc28\uc774\uc988 \ub9e4\uc7a5\ub3c4 \uac00\ub2a5\ud55c \uc2a4\ub9c8\ud2b8 \ub0c9\ubc29: IR \ubc29\uc2dd\uc758 \uc808\uac10 \uac00\ub2a5\uc131<\/span><\/p>\n<p><span data-href=\"https:\/\/blog.naver.com\/thingplus\/223966371036\">3\ud3b8: <\/span><span data-href=\"https:\/\/blog.naver.com\/thingplus\/223966371036\">\ud83e\uddcd\u200d\u2642\ufe0f<\/span><span data-href=\"https:\/\/blog.naver.com\/thingplus\/223966371036\"> \uacf5\uc7a5 \ub0c9\ubc29, AI\uac00 \uc54c\uc544\uc11c \uaed0\ub2e4 \ucf20\ub2e4: \uc7ac\uc2e4 \uac10\uc9c0 \uae30\uc220\uc758 \uc9c4\ud654<\/span><\/p>\n<p>4\ud3b8: \ud83c\udf9b\ufe0f \ub9ac\ubaa8\ucee8\uc774\ub0d0? \uc720\uc120\uc774\ub0d0? \ub0c9\ubc29\uae30 \uc81c\uc5b4 \ubc29\uc2dd \ube44\uad50 \ubd84\uc11d<\/p>\n<p>5\ud3b8: \ud83d\udcb0 \uc815\ubd80 \uc9c0\uc6d0\uc73c\ub85c \ub0c9\ubc29\ube44 \uc808\uac10! \uc18c\uc0c1\uacf5\uc778\u00b7\uc81c\uc870 \uacf5\uc7a5 \uc5d0\ub108\uc9c0 \ud6a8\uc728\ud654 \uc804\ub7b5<\/p>\n<h2>\ub0c9\ubc29 \uad00\ub9ac\uc5d0\uc11c \uc124\ube44 \uc548\uc804\uae4c\uc9c0 \ud655\uc7a5<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/test.daliworks.net\/wp-content\/uploads\/2025\/09\/\uacf5\uc7a5AIIoT-\uad00\ub9ac_b-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"1442\"><\/p>\n<p><span>\uacfc\uac70\uc758 \ub0c9\ubc29 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc740 \ub2e8\uc21c\ud788 <\/span><span><b>\uc628\ub3c4 \uc720\uc9c0\uc640 \uc804\ub825 \uc808\uac10<\/b><\/span><span>\uc5d0\ub9cc \ucd08\uc810\uc744 \ub9de\ucdc4\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ucd5c\uc2e0 AI \uae30\ubc18 \ub0c9\ub09c\ubc29 \uad00\ub9ac \uc11c\ube44\uc2a4\ub294 \ud55c \ub2e8\uacc4 \ub354 \ub098\uc544\uac00, <\/span><span><b>\uc804\ub825 \uc774\uc0c1 \uac10\uc9c0\uc640 \uacf5\uc870\uae30 \uace0\uc7a5 \uc608\uce21(Predictive Maintenance)<\/b><\/span><span> \uae30\ub2a5\uae4c\uc9c0 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span>\uc774\ub294 \ub2e8\uc21c\ud55c \uc5d0\ub108\uc9c0 \uc808\uac10\uc744 \ub118\uc5b4, <\/span><span><b>\uc6b4\uc601 \ub9ac\uc2a4\ud06c\ub97c \ucd5c\uc18c\ud654\ud558\uace0 \uc124\ube44 \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\ub294 \uae30\uc220\uc801 \uc9c4\ud654<\/b><\/span><span>\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h2>\uc804\ub825 \uc774\uc0c1 \uac10\uc9c0 \ubc0f \uc124\ube44 \uace0\uc7a5 \uc608\uce21\uc758 \ubaa9\uc801<\/h2>\n<p><span><b>\u2013 \uc870\uae30 \uacbd\uace0<\/b><\/span><span>: \uc7a0\uc7ac\uc801 \ubb38\uc81c\ub97c \ubbf8\ub9ac \ubc1c\uacac\ud574 \uac11\uc791\uc2a4\ub7ec\uc6b4 \uace0\uc7a5\u00b7\uc911\ub2e8 \ubc29\uc9c0<\/span><\/p>\n<p><span><b>\u2013 \uc5d0\ub108\uc9c0 \ube44\ud6a8\uc728 \uac10\uc9c0<\/b><\/span><span>: \ub178\ud6c4\ud654\u00b7\ud544\ud130 \uc624\uc5fc \ub4f1\uc73c\ub85c \ubc1c\uc0dd\ud558\ub294 \ube44\uc815\uc0c1\uc801 \uc804\ub825 \uc18c\ubaa8 \ud30c\uc545<\/span><\/p>\n<p><span><b>\u2013 \uc720\uc9c0\ubcf4\uc218 \ud6a8\uc728\ud654<\/b><\/span><span>: \uc810\uac80\u00b7\uad50\uccb4 \uc6b0\uc120\uc21c\uc704 \uc9c0\uc815 \u2192 \ube44\uc6a9\u00b7\uc2dc\uac04 \uc808\uac10<\/span><\/p>\n<h2><strong><b>\uac10\uc9c0\ud560 \uc218 \uc788\ub294 \uc8fc\uc694 \uc774\uc0c1 \uc9d5\ud6c4<\/b><\/strong><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/test.daliworks.net\/wp-content\/uploads\/2025\/09\/\ub0c9\ub09c\ubc29\uacf5\uc870-\uc124\ube44_b-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"1747\"><\/p>\n<p><span><b>1) \uc804\ub825 \uc18c\ube44 \ud328\ud134 \ubd84\uc11d<\/b><\/span><\/p>\n<p><span><b>\u2013 \ubc29\ubc95<\/b><\/span><span>: \uc77c\uc815 \uae30\uac04\uc758 \uc804\ub825 \uc0ac\uc6a9 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud574, \uc628\ub3c4\u00b7\uc7ac\uc2e4 \uc0c1\ud0dc\u00b7\uc124\uc815 \uac12\uc5d0 \ub530\ub978 \uc815\uc0c1 \uc18c\ube44 \ud328\ud134 \uad6c\ucd95<\/span><\/p>\n<p><span><b>\u2013 \uac10\uc9c0<\/b><\/span><span>: \ub3d9\uc77c \uc870\uac74\uc5d0\uc11c \uc18c\ube44\ub7c9\uc774 \uae09\uc99d\ud560 \uacbd\uc6b0 \uc774\uc0c1 \ud0d0\uc9c0<\/span><\/p>\n<p><span><b>\u2013 \ucd94\ub860<\/b><\/span><span>: \ud544\ud130 \uc624\uc5fc, \ubd80\ud488 \ub178\ud6c4\ud654, \ub0c9\ub9e4 \ub204\ucd9c \ub4f1 \uace0\uc7a5 \uac00\ub2a5\uc131 \uc81c\uc2dc<\/span><\/p>\n<p><span><b>\u2013 \uae30\uc220 \uacfc\uc81c<\/b><\/span><span>: \ub2e4\uc591\ud55c \ubcc0\uc218 \ud559\uc2b5\uacfc \ucda9\ubd84\ud55c \ub370\uc774\ud130 \ud655\ubcf4 \ud544\uc694<\/span><\/p>\n<p><span><b>2) \uc804\uae30\uc801 \ud30c\ub77c\ubbf8\ud130 \ubd84\uc11d<\/b><\/span><\/p>\n<p><span><b>\u2013 \ubc29\ubc95<\/b><\/span><span>: \uc5ed\ub960(Power Factor), THD(\ucd1d \uace0\uc870\ud30c \uc65c\uace1), \ubd88\ud3c9\ud615\ub960(Unbalance Ratio) \ub4f1 \uc804\ub825 \uacc4\uce21 \ub370\uc774\ud130 \uc2e4\uc2dc\uac04 \uc218\uc9d1<\/span><\/p>\n<p><span><b>\u2013 \uac10\uc9c0<\/b><\/span><span>: \uc815\uc0c1 \ubc94\uc704\ub97c \ubc97\uc5b4\ub098\uac70\ub098 \uae09\uaca9\ud55c \ucd94\uc138 \ubcc0\ud654\ub97c \ud0d0\uc9c0<\/span><\/p>\n<p><span><b>\u2013 \ucd94\ub860<\/b><\/span><span>: \ub0c9\ubc29\uae30 \ubaa8\ud130\u00b7\ucef4\ud504\ub808\uc11c\uc758 \ud6a8\uc728 \uc800\ud558 \ub610\ub294 \uae30\uacc4\uc801 \uace0\uc7a5 \uac00\ub2a5\uc131 \ud310\ub2e8<\/span><\/p>\n<p><span><b>\u2013 \uae30\uc220 \uacfc\uc81c<\/b><\/span><span>: \uc815\ubc00 \uacc4\uce21 \uc7a5\ube44\uc640 \uace0\uc7a5 <\/span>\uc608\uce21 AI \ubaa8\ub378 \uac1c\ubc1c \ud544\uc694<\/p>\n<p><span><b>3) \ud544\ud130 \uc624\uc5fc \uac10\uc9c0<\/b><\/span><\/p>\n<p><span><b>\u2013 \ubc29\ubc95<\/b><\/span><span>: \uc6b4\uc804 \uc2dc\uac04 + \uc804\ub825 \uc18c\ubaa8\ub7c9 + \ud1a0\ucd9c\/\ud761\uc785 \uc628\ub3c4\ucc28 \ubd84\uc11d<\/span><\/p>\n<p><span><b>\u2013 \uac10\uc9c0<\/b><\/span><span>: \ub3d9\uc77c \ucd9c\ub825\uc744 \ub0b4\uae30 \uc704\ud574 \uc810\uc810 \ub354 \ub9ce\uc740 \uc804\ub825\uc744 \uc4f0\uac70\ub098 \uc628\ub3c4\ucc28\uac00 \ube44\uc815\uc0c1\uc801\uc73c\ub85c \ubcc0\ud560 \ub54c<\/span><\/p>\n<p><span><b>\u2013 \ucd94\ub860<\/b><\/span><span>: \ud544\ud130 \uc624\uc5fc\uc73c\ub85c \uc778\ud55c \uc131\ub2a5 \uc800\ud558 \u2192 \uccad\uc18c\u00b7\uad50\uccb4 \uc54c\ub9bc \uc81c\uacf5<\/span><\/p>\n<p><span><b>\u2013 \uae30\uc220 \uacfc\uc81c<\/b><\/span><span>: \ub0b4\ubd80 \uc13c\uc11c \ub370\uc774\ud130 \uc5f0\ub3d9 \uc2dc \uc815\ud655\ub3c4 \ud5a5\uc0c1<\/span><\/p>\n<h2><strong><span style=\"color: #000000;\"><b><span>\uc54c\ub78c \ubc0f \uc2dc\uac01\ud654 \ubc29\uc2dd<\/span><\/b><\/span><\/strong><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/test.daliworks.net\/wp-content\/uploads\/2025\/09\/\uacbd\uace0-\uc54c\ub78c-\uc5d0\ub7ec-\uac10\uc9c0-\uc2e4\uc2dc\uac04-\uc54c\ub9bc_b.jpg\" alt=\"\" width=\"2000\" height=\"945\"><\/p>\n<p><span><b>\u2013 \uc989\uc2dc \uc54c\ub9bc<\/b><\/span><span>: \uae34\uae09 \uc774\uc288 \ubc1c\uc0dd \uc2dc \ud478\uc2dc \uc54c\ub9bc\u00b7\uc774\uba54\uc77c\u00b7\uba54\uc2e0\uc800\ub85c \uad00\ub9ac\uc790\uc5d0\uac8c \uc804\ub2ec<\/span><\/p>\n<p><span><b>\u2013 \ub300\uc2dc\ubcf4\ub4dc \uc2dc\uac01\ud654<\/b><\/span><span>: \uc6f9 \uc11c\ube44\uc2a4\uc5d0\uc11c\ub294 \ubb38\uc81c \uad6c\uc5ed\uc740 \ub9f5\/\ubaa9\ub85d\uc5d0\uc11c \ube68\uac04\uc0c9 \ud45c\uc2dc \u2192 \uc704\uce58\uc640 \uc0c1\ud0dc \ud55c\ub208\uc5d0 \ud655\uc778<\/span><\/p>\n<p><span><b>\u2013 \ubb38\uc7a5\ud615 \uc54c\ub78c<\/b><\/span><span>: \uc571\uc5d0\uc11c\ub294 \u201c<\/span><span>\ud83d\udccd<\/span><span>[\uad6c\uc5ed\uba85] \ub0c9\ub09c\ubc29\uae30 \ud544\ud130 \uccad\uc18c \uc2dc\uae30\uc785\ub2c8\ub2e4.\u201d\ucc98\ub7fc \uc6d0\uc778+\uc870\uce58\ub97c \uc9c1\uad00\uc801\uc73c\ub85c \uc548\ub0b4<\/span><\/p>\n<p><span><b>\u2013 \uc0c1\uc138 \ub9ac\ud3ec\ud2b8<\/b><\/span><span>: \uc774\uc0c1 \ubc1c\uc0dd \uc2dc\uc810\uc758 \ub370\uc774\ud130 \uadf8\ub798\ud504\u00b7\ub9ac\ud3ec\ud2b8 \uc81c\uacf5 \u2192 \uad00\ub9ac\uc790 \uc9c1\uc811 \uc810\uac80 \uacc4\ud68d \uc218\ub9bd \uac00\ub2a5<\/span><\/p>\n<h2><strong><span style=\"color: #000000;\"><b>\uc5d0\ub108\uc9c0 \uc808\uac10\uc744 \ub118\uc5b4 \uc124\ube44 \uc548\uc815\uc131\uae4c\uc9c0<\/b><\/span><\/strong><\/h2>\n<p><span>AI \ub0c9\ub09c\ubc29 \uad00\ub9ac \uc11c\ube44\uc2a4\ub294 \uc774\uc81c \ub2e8\uc21c\ud55c \ub0c9\ubc29 \uc81c\uc5b4\ub97c \ub118\uc5b4, <\/span><span><b>\uc804\ub825 \uc774\uc0c1 \ud0d0\uc9c0\uc640 \uc124\ube44 \uace0\uc7a5 \uc608\uce21<\/b><\/span><span>\uc744 \ud1b5\ud574 \ub2e4\uc74c \uc138 \uac00\uc9c0 \uac00\uce58\ub97c \ub3d9\uc2dc\uc5d0 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/test.daliworks.net\/wp-content\/uploads\/2025\/09\/\uc5d0\ub108\uc9c0-\uc808\uac10\uc744-\ub118\uc5b4-\uc124\ube44-\uc548\uc815\uc131\uae4c\uc9c0_b.png\" alt=\"\" width=\"1231\" height=\"586\"><\/p>\n<p><span>\u2013 \ube44\uc6a9 \uc808\uac10<\/span><\/p>\n<p><span>\u2013 \uc6b4\uc601 \ub9ac\uc2a4\ud06c \uc608\ubc29<\/span><\/p>\n<p><span>\u2013 \uc124\ube44 \uc2e0\ub8b0\uc131 \uac15\ud654<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI \ub0c9\ub09c\ubc29 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc740 \uc804\ub825 \uc774\uc0c1 \ud0d0\uc9c0\uc640 \uc124\ube44 \uace0\uc7a5 \uc608\uce21\uc73c\ub85c \uc5d0\ub108\uc9c0 \uc808\uac10\uacfc \uc124\ube44 \uc548\uc815\uc131\uc744 \ud568\uaed8 \uc2e4\ud604\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"author":1,"featured_media":706030,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"uix_meta_title":"","uix_meta_description":"","uix_canonical_url":"","footnotes":""},"categories":[10],"tags":[],"class_list":["post-1359","post","type-post","status-publish","format-standard","has-post-thumbnail","category-blog_k"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.7 (Yoast SEO v26.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\ub0c9\ubc29\ub9cc? \uc804\ub825 \uc774\uc0c1\u00b7\uc124\ube44 \uace0\uc7a5\uae4c\uc9c0 \uac10\uc9c0\ud558\ub294 AI \ub0c9\ub09c\ubc29 \uad00\ub9ac - Daliworks<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"http:\/\/test.daliworks.net\/index.php\/2025\/09\/02\/ai-energy-saving-anomaly-detection\/#article\",\"isPartOf\":{\"@id\":\"http:\/\/test.daliworks.net\/index.php\/2025\/09\/02\/ai-energy-saving-anomaly-detection\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"http:\/\/test.daliworks.net\/#\/schema\/person\/3e27584084cfeed9ca01e2b2c4341bb4\"},\"headline\":\"\ub0c9\ubc29\ub9cc? \uc804\ub825 \uc774\uc0c1\u00b7\uc124\ube44 \uace0\uc7a5\uae4c\uc9c0 \uac10\uc9c0\ud558\ub294 AI \ub0c9\ub09c\ubc29 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