{"id":1992,"date":"2026-10-28T07:42:02","date_gmt":"2026-10-28T07:42:02","guid":{"rendered":"https:\/\/benlongkj.com\/?p=1992"},"modified":"2026-10-28T07:42:06","modified_gmt":"2026-10-28T07:42:06","slug":"ai-vision-inspection","status":"publish","type":"post","link":"https:\/\/benlongkj.com\/zh-ct\/blog\/ai-vision-inspection\/","title":{"rendered":"\u88fd\u9020\u696d\u4e2d\u7684 AI \u8996\u89ba\u6aa2\u6e2c\uff1a\u5b83\u8207\u5be6\u969b\u88dd\u914d\u7dda\u4e0a\u7684\u6a5f\u5668\u8996\u89ba\u6709\u4f55\u4e0d\u540c"},"content":{"rendered":"<p>\u5fae\u578b\u65b7\u8def\u5668\u8ddd\u96e2\u84cb\u5b50\u5361\u5165\u53ea\u5dee\u4e00\u6b65\u3002\u5728\u5169\u5230\u4e09\u79d2\u5167\uff0c\u651d\u5f71\u6a5f\u5fc5\u9808\u6aa2\u67e5\u925a\u91d8\u662f\u5426\u5b58\u5728\u3001\u624b\u67c4\u662f\u5426\u6b63\u78ba\u5b89\u88dd\u4ee5\u53ca\u96f7\u5c04\u6a19\u8a18\u662f\u5426\u5b8c\u6210\u3002\u57fa\u65bc\u898f\u5247\u7684\u8996\u89ba\u7cfb\u7d71\u770b\u5230\u4e00\u500b\u6bd4\u6a19\u6e96\u925a\u91d8\u7a0d\u5fae\u9583\u4eae\u7684\u925a\u91d8\uff0c\u4e26\u5c07\u5176\u6a19\u8a18\u70ba\u4e0d\u5b58\u5728\u3002\u64cd\u4f5c\u54e1\u91cd\u7f6e\u8b66\u5831\uff0c\u5341\u5206\u9418\u5f8c\u540c\u6a23\u7684\u60c5\u6cc1\u518d\u6b21\u767c\u751f\u3002. <span style=\"color: #ff0000;\">AI\u8996\u89ba\u6aa2\u6e2c<\/span> \u4ee5\u5b8c\u5168\u4e0d\u540c\u7684\u65b9\u5f0f\u904b\u4f5c\u3002\u7cfb\u7d71\u4e0d\u50c5\u50c5\u9075\u5faa\u5de5\u7a0b\u5e2b\u7684\u898f\u5247\uff0c\u800c\u662f\u5f9e\u4e00\u7d44\u5716\u50cf\u4e2d\u5b78\u7fd2\u826f\u597d\u7522\u54c1\u7684\u6a23\u8c8c\u3002.<\/p>\n<blockquote><p>\u7c21\u800c\u8a00\u4e4b\uff0cAI\u8996\u89ba\u6aa2\u6e2c\u4f9d\u8cf4\u5de5\u696d\u76f8\u6a5f\u548c\u4f7f\u7528\u5404\u7a2e\u5143\u4ef6\u5716\u50cf\u8a13\u7df4\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u4ee5\u5224\u65b7\u7522\u54c1\u662f\u5426\u7b26\u5408\u54c1\u8cea\u6a19\u6e96\u3002AI\u5728\u8655\u7406\u7121\u56fa\u5b9a\u5f62\u72c0\u7684\u7f3a\u9677\u6642\u5177\u6709\u512a\u52e2\uff0c\u4f8b\u5982\u522e\u75d5\u3001\u88c2\u7e2b\u3001\u6a19\u8a18\u640d\u58de\u548c\u710a\u63a5\u98db\u6ffa\uff0c\u56e0\u70ba\u57fa\u65bc\u898f\u5247\u7684\u8996\u89ba\u7cfb\u7d71\u5728\u9019\u65b9\u9762\u8868\u73fe\u4e0d\u4f73\u3002\u56e0\u6b64\uff0cAI\u8996\u89ba\u6aa2\u6e2c\u4f5c\u70ba\u57fa\u65bc\u898f\u5247\u8996\u89ba\u7cfb\u7d71\u5728\u6e2c\u91cf\u6216\u8b80\u78bc\u6d3b\u52d5\u4e2d\u7684\u88dc\u5145\u6280\u8853\uff0c\u4e26\u4e0d\u53d6\u4ee3\u5982\u8df3\u812b\u66f2\u7dda\u3001\u63a5\u89f8\u96fb\u963b\u548c\u8010\u58d3\u7b49\u96fb\u6c23\u6e2c\u8a66\u7684\u5fc5\u8981\u6027\u3002.<\/p><\/blockquote>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1994\" src=\"https:\/\/benlongkj.com\/wp-content\/uploads\/2026\/10\/AI-Vision-Inspection-in-Manufacturing-How-It-Differs-from-Machine-Vision-on-a-Real-Assembly-Line.webp\" alt=\"\" width=\"1448\" height=\"1086\" \/><\/h2>\n<h2>\u4ec0\u9ebc\u662fAI\u8996\u89ba\u6aa2\u6e2c\uff1f<\/h2>\n<p>\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u8996\u89ba\u6aa2\u6e2c\u6280\u8853\u901a\u5e38\u88ab\u7a31\u70ba\u57fa\u65bc\u76f8\u6a5f\u7684\u6aa2\u6e2c\u7cfb\u7d71\uff0c\u56e0\u70ba\u5b83\u4f7f\u7528\u76f8\u6a5f\u6839\u64da\u4eba\u5de5\u667a\u6167\u80fd\u529b\u505a\u51fa\u6aa2\u6e2c\u6c7a\u7b56\u3002\u9019\u4e0d\u662f\u4e00\u7a2e\u5e36\u4f86\u65b0\u578b\u5149\u6e90\u7684\u5275\u65b0\u6280\u8853\uff0c\u800c\u662f\u4e00\u7a2e\u8655\u7406\u6aa2\u6e2c\u6578\u64da\u7684\u65b0\u65b9\u6cd5\u3002.<\/p>\n<p>\u5728\u751f\u7522\u7dda\u4e0a\uff0c\u6aa2\u6e2c\u904e\u7a0b\u5305\u542b\u56db\u500b\u4e3b\u8981\u6b65\u9a5f\uff1a<\/p>\n<p>\u5716\u50cf\u64f7\u53d6\u3002\u96f6\u4ef6\u9032\u5165\u6aa2\u6e2c\u5340\u57df\uff1b\u611f\u6e2c\u5668\u88ab\u89f8\u767c\uff0c\u651d\u5f71\u6a5f\u62cd\u651d\u5716\u50cf\u3002.<br \/>\n\u5716\u50cf\u6bd4\u8f03\u3002\u6a21\u578b\u5c07\u62cd\u651d\u7684\u5716\u50cf\u8207\u5148\u524d\u5b78\u7fd2\u7684\u826f\u54c1\u548c\u7f3a\u9677\u6a23\u672c\u9032\u884c\u6bd4\u8f03\uff0c\u4e26\u63d0\u4f9b\u986f\u793a\u7f3a\u9677\u53ef\u80fd\u6027\u7684\u5206\u6578\uff0c\u901a\u5e38\u9084\u6703\u63d0\u4f9b\u7f3a\u9677\u5728\u5716\u50cf\u4e0a\u7684\u4f4d\u7f6e\u8cc7\u8a0a\u3002.<br \/>\n\u7d50\u679c\u8655\u7406\u3002\u6839\u64da\u5de5\u7a0b\u5e2b\u6839\u64da\u6a21\u578b\u5206\u6578\u8a2d\u5b9a\u7684\u95be\u503c\uff0c\u505a\u51fa\u5408\u683c\u6216\u4e0d\u5408\u683c\u7684\u6c7a\u5b9a\u3002.<br \/>\n\u53cd\u994b\u8655\u7406\u3002\u96f6\u4ef6\u88ab\u62d2\u7d55\u6216\u5141\u8a31\u7e7c\u7e8c\uff1b\u62cd\u651d\u7684\u5716\u50cf\u3001\u5206\u6578\u548c\u6700\u7d42\u7d50\u679c\u6703\u4ee5\u96f6\u4ef6\u5e8f\u865f\u4fdd\u5b58\u3002.<\/p>\n<p>\u7b2c\u56db\u6b65\u5e38\u88ab\u5ffd\u7565\uff0c\u4f46\u5b83\u662f\u6700\u91cd\u8981\u7684\u6b65\u9a5f\u4e4b\u4e00\u3002\u5982\u679c\u5ba2\u6236\u9000\u56de\u6709\u7f3a\u9677\u7684\u7522\u54c1\uff0c\u6211\u5011\u5c07\u80fd\u5920\u53c3\u8003\u751f\u7522\u6642\u7684\u5716\u50cf\uff0c\u4e86\u89e3\u7f3a\u9677\u7684\u6a23\u8c8c\u3002.<\/p>\n<h2>AI\u8996\u89ba\u6aa2\u6e2c vs \u6a5f\u5668\u8996\u89ba vs AOI<\/h2>\n<p>\u5e7e\u4e4e\u6bcf\u500b\u95dc\u65bc\u6b64\u4e3b\u984c\u7684\u8a62\u554f\u90fd\u6d89\u53ca\u6a5f\u5668\u8996\u89ba\u8207AI\u8996\u89ba\u7684\u6bd4\u8f03\u3002\u65e5\u5e38\u7528\u8a9e\u4e2d\uff0c\u96f6\u4ef6\u7684\u8996\u89ba\u6aa2\u6e2c\u5b58\u5728\u56db\u7a2e\u6a21\u5f0f\uff0c\u6bcf\u7a2e\u6a21\u5f0f\u57f7\u884c\u5176\u7368\u7279\u4efb\u52d9\u3002\u6b64\u5916\uff0c\u9664\u4e86\u7b2c\u4e00\u7a2e\u6a21\u5f0f\u5916\uff0c\u6240\u6709\u6a21\u5f0f\u5747\u5c6c\u65bc\u81ea\u52d5\u5316\u8996\u89ba\u6aa2\u6e2c\u7bc4\u7587\u3002.<\/p>\n<table>\n<thead>\n<tr>\n<th><\/th>\n<th>\u624b\u52d5\u6aa2\u6e2c<\/th>\n<th>\u57fa\u65bc\u898f\u5247\u7684\u6a5f\u5668\u8996\u89ba<\/th>\n<th>AOI\uff08\u81ea\u52d5\u5149\u5b78\u6aa2\u6e2c\uff09<\/th>\n<th>AI\u8996\u89ba\u6aa2\u6e2c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6c7a\u7b56\u65b9\u5f0f<\/td>\n<td>\u64cd\u4f5c\u8005\u5224\u65b7<\/td>\n<td>\u5de5\u7a0b\u5e2b\u8a2d\u5b9a\u7684\u898f\u5247\uff1a\u908a\u7de3\u3001\u6591\u9ede\u3001\u6e2c\u91cf\u3001\u5716\u6848\u5339\u914d<\/td>\n<td>\u898f\u5247\u8207\u53c3\u8003\u6bd4\u8f03\uff0c\u5c08\u70ba\u5370\u5237\u96fb\u8def\u677f\u8a2d\u8a08<\/td>\n<td>\u4ee5\u826f\u54c1\u8207\u4e0d\u826f\u54c1\u5f71\u50cf\u8a13\u7df4\u7684\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u63db\u7dda\u81f3\u65b0\u7522\u54c1<\/td>\n<td>\u901f\u5ea6\u5feb\uff0c\u4f46\u4f9d\u8cf4\u8a13\u7df4\u8207\u6ce8\u610f\u529b<\/td>\n<td>\u65b0\u898f\u5247\u8207\u8abf\u6574\uff0c\u901a\u5e38\u9700\u6578\u5c0f\u6642\u81f3\u6578\u5929<\/td>\n<td>\u7531 CAD \u8207\u53c3\u8003\u677f\u7522\u751f\u7684\u65b0\u677f\u7a0b\u5f0f<\/td>\n<td>\u8f09\u5165\u8a72\u8b8a\u9ad4\u7684\u6a21\u578b\uff1b\u82e5\u7522\u54c1\u70ba\u65b0\u6b3e\u5247\u9700\u91cd\u65b0\u8a13\u7df4<\/td>\n<\/tr>\n<tr>\n<td>\u5b83\u64c5\u9577\u7684\u90e8\u5206<\/td>\n<td>\u975e\u5e38\u898f\u7f3a\u9677\u3001\u5224\u65b7\u6c7a\u7b56<\/td>\n<td>\u5c3a\u5bf8\u3001\u6709\u7121\u3001\u689d\u78bc\u8207\u4ee3\u78bc\u8b80\u53d6<\/td>\n<td>\u5370\u5237\u96fb\u8def\u677f\u4e0a\u7684\u710a\u9ede\u8207\u5143\u4ef6<\/td>\n<td>\u53ef\u8b8a\u7f3a\u9677\uff1a\u522e\u75d5\u3001\u88c2\u7e2b\u3001\u6a19\u8a18\u640d\u58de\u3001\u98db\u6ffa\u3001\u984f\u8272\u8b8a\u7570<\/td>\n<\/tr>\n<tr>\n<td>\u5b83\u5931\u6557\u7684\u5730\u65b9<\/td>\n<td>\u75b2\u52de\u3001\u4e0d\u4e00\u81f4\u3001\u901f\u5ea6<\/td>\n<td>\u672a\u88ab\u7a0b\u5f0f\u8a2d\u5b9a\u7684\u5149\u6fa4\u3001\u984f\u8272\u6216\u4f4d\u7f6e\u8b8a\u7570<\/td>\n<td>\u4efb\u4f55\u975e\u5370\u5237\u96fb\u8def\u677f\u7684\u7269\u4ef6<\/td>\n<td>\u5f9e\u672a\u898b\u904e\u7684\u7f3a\u9677\u985e\u578b\uff1b\u5149\u7dda\u6216\u6750\u6599\u8b8a\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u8aa4\u5224\u5254\u9664<\/td>\n<td>\u56e0\u4eba\u54e1\u8207\u73ed\u6b21\u800c\u7570<\/td>\n<td>\u5916\u89c0\u81ea\u7136\u8b8a\u7570\u6642\u8aa4\u5224\u7387\u9ad8<\/td>\n<td>\u4e2d\u7b49\uff1b\u9700\u91dd\u5c0d\u6bcf\u584a\u677f\u8abf\u6574<\/td>\n<td>\u8a13\u7df4\u5f8c\u5c0d\u53ef\u8b8a\u7279\u5fb5\u8aa4\u5224\u7387\u8f03\u4f4e\uff0c\u4f46\u5fc5\u9808\u81ea\u884c\u6aa2\u67e5\u81ea\u6709\u96f6\u4ef6<\/td>\n<\/tr>\n<tr>\n<td>\u7cbe\u78ba\u6e2c\u91cf<\/td>\n<td>\u5426<\/td>\n<td>\u662f\uff0c\u5176\u4e3b\u8981\u5f37\u9805<\/td>\n<td>\u662f\uff0c\u91dd\u5c0d\u677f\u4e0a\u7279\u5fb5<\/td>\n<td>\u975e\u5176\u8077\u8cac\uff1b\u6e2c\u91cf\u8acb\u4f7f\u7528\u898f\u5247<\/td>\n<\/tr>\n<tr>\n<td>\u80fd\u89e3\u91cb\u5254\u9664\u539f\u56e0\u55ce\uff1f<\/td>\n<td>\u90e8\u5206\u80fd<\/td>\n<td>\u662f\uff1a\u54ea\u689d\u898f\u5247\u5931\u6557<\/td>\n<td>\u662f\uff1a\u54ea\u9805\u6aa2\u67e5\u5931\u6557<\/td>\n<td>\u90e8\u5206\uff1a\u5206\u6578\u8207\u71b1\u5716\uff0c\u975e\u898f\u5247<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6211\u5011\u53ef\u4ee5\u5f97\u51fa\u4ee5\u4e0b\u4e09\u9ede\u7d50\u8ad6\uff1a\u7e7c\u7e8c\u4f7f\u7528\u57fa\u65bc\u898f\u5247\u7684\u8996\u89ba\u6280\u8853\u4f86\u8a55\u4f30\u5c3a\u5bf8\u3001\u6709\u7121\u53ca\u4ee3\u78bc\u8b80\u53d6\uff0c\u56e0\u5176\u5feb\u901f\u3001\u6e96\u78ba\u4e14\u7c21\u55ae\uff1b\u5229\u7528 AI \u6280\u8853\u6aa2\u6e2c\u6bcf\u6b21\u90fd\u6703\u8b8a\u5316\u7684\u7f3a\u9677\uff0c\u5982\u522e\u75d5\u3001\u4e0d\u5b8c\u6574\u6a19\u8a18\u53ca\u984f\u8272\u8b8a\u7570\uff1b\u540c\u6642\u9700\u8a18\u4f4f\u5370\u5237\u96fb\u8def\u677f AOI \u8207\u4f4e\u58d3\u96fb\u6c23\u7d44\u4ef6\u4ee3\u8868\u4e0d\u540c\u554f\u984c\uff1a <span style=\"color: #ff0000;\">\u7528\u65bc\u5370\u5237\u96fb\u8def\u677f\u7684 AOI \u6a5f\u5668\u7121\u6cd5\u6b63\u5e38\u904b\u4f5c\u65bc\u65b7\u8def\u5668\uff0c\u800c\u7528\u65bc\u65b7\u8def\u5668\u8a13\u7df4\u7684 AI \u6280\u8853\u4e5f\u7121\u6cd5\u61c9\u7528\u65bc RCBO \u5167\u90e8\u96fb\u5b50\u5143\u4ef6\u3002.<\/span><\/p>\n<h2>AI \u8996\u89ba\u6aa2\u6e2c\u7cfb\u7d71\u5be6\u969b\u5305\u542b\u7684\u5167\u5bb9<\/h2>\n<p>\u751f\u7522\u7dda\u4e0a\u7684 AI \u8996\u89ba\u6aa2\u6e2c\u7cfb\u7d71\u7531\u4e94\u500b\u7d44\u4ef6\u7d44\u6210\u3002\u5927\u5bb6\u90fd\u8ac7\u8ad6\u6a21\u578b\uff0c\u4f46\u5176\u9918\u56db\u500b\u7d44\u4ef6\u6c7a\u5b9a\u5c08\u6848\u662f\u5426\u901a\u904e\u3002.<\/p>\n<h3>\u651d\u5f71\u6a5f<\/h3>\n<p>\u5de5\u696d\u651d\u5f71\u6a5f\u7684\u9078\u64c7\u70ba\u5340\u57df\u6383\u63cf\u651d\u5f71\u6a5f\uff0c\u89e3\u6790\u5ea6\u53d6\u6c7a\u65bc\u60a8\u60f3\u8b58\u5225\u7684\u6700\u5c0f\u7f3a\u9677\u5c3a\u5bf8\u3002\u5982\u679c\u60a8\u95dc\u6ce8 0.1 \u6beb\u7c73\u7684\u88c2\u7e2b\uff0c\u5247\u9700\u8981\u8db3\u5920\u7684\u50cf\u7d20\u6578\u8986\u84cb\u8a72\u9577\u5ea6\uff0c\u4ee5\u78ba\u5b9a\u651d\u5f71\u6a5f\u8996\u91ce\u8207\u89e3\u6790\u5ea6\u3002\u5728\u67d0\u4e9b\u60c5\u6cc1\u4e0b\uff0c\u61c9\u7528\u9700\u8981\u4f7f\u7528\u5169\u53f0\u651d\u5f71\u6a5f\u6216\u93e1\u5b50\u4f86\u89c0\u5bdf\u88ab\u6aa2\u7269\u4ef6\u7684\u5169\u9762\u3002.<\/p>\n<h3>\u7167\u660e<\/h3>\n<p>\u7167\u660e\u662f\u7368\u7acb\u5b50\u9805\uff0c\u56e0\u70ba\u5927\u591a\u6578\u5931\u6557\u7686\u56e0\u7167\u660e\u4e0d\u826f\u3002\u9280\u63a5\u9ede\u3001\u9285\u5143\u4ef6\u8207\u5149\u4eae\u5916\u6bbc\u6703\u4f9d\u7269\u4ef6\u89d2\u5ea6\u53cd\u5c04\u4e0d\u540c\u5149\u7dda\uff0c\u4f7f\u7528\u74b0\u5f62\u71c8\u3001\u5713\u9802\u71c8\u3001\u80cc\u5149\u71c8\u53ca\u4f4e\u89d2\u5ea6\u71c8\u4f86\u63ed\u793a\u4e0d\u540c\u985e\u578b\u7684\u7f3a\u9677\u3002. <span style=\"color: #ff0000;\">\u5982\u679c\u5728\u6a21\u578b\u8a13\u7df4\u958b\u59cb\u524d\u7167\u660e\u4e0d\u7a69\u5b9a\uff0c\u5c08\u6848\u5c07\u7121\u6cd5\u6210\u529f<\/span>. \u6a21\u578b\u5c07\u5b78\u7fd2\u8207\u7167\u660e\u76f8\u95dc\u7684\u554f\u984c\uff0c\u800c\u975e\u88ab\u6aa2\u67e5\u96f6\u4ef6\u4e2d\u5b58\u5728\u7684\u7f3a\u9677\u3002.<\/p>\n<h3>\u7ad9\u9ede\u8a08\u7b97<\/h3>\n<p>\u63a8\u8ad6\u5728\u908a\u7de3\u8a08\u7b97\u6a5f\u6216\u667a\u6167\u76f8\u6a5f\u76f4\u63a5\u65bc\u7ad9\u9ede\u57f7\u884c\uff0c\u800c\u975e\u5728\u96f2\u7aef\u3002\u975e\u5e38\u91cd\u8981\u7684\u662f\uff0c\u5728\u9031\u671f\u6642\u9593\u5167\u5fc5\u9808\u5c07\u6c7a\u7b56\u56de\u50b3\u7d66PLC\uff0c\u4ee5\u514d\u751f\u7522\u7dda\u5fc5\u9808\u7b49\u5f85\u9023\u7dda\u3002\u5f71\u50cf\u6703\u5132\u5b58\u5728\u5de5\u5ee0\u7684\u96f2\u7aef\u6216\u4f3a\u670d\u5668\u4e0a\uff0c\u6a21\u578b\u5247\u5728\u90a3\u88e1\u91cd\u65b0\u8a13\u7df4\u3002.<\/p>\n<h3>\u6a21\u578b<\/h3>\n<p>\u6aa2\u6e2c\u7cfb\u7d71\u4e2d\u5e38\u7528\u5169\u7a2e\u985e\u578b\u7684\u6a21\u578b\u3002\u5206\u985e\u8207\u5206\u5272\u6a21\u578b\u4f7f\u7528\u6b63\u5e38\u96f6\u4ef6\u8207\u5404\u985e\u7f3a\u9677\u6a23\u672c\u9032\u884c\u8a13\u7df4\u3002\u7570\u5e38\u6aa2\u6e2c\u6a21\u578b\u50c5\u5b78\u7fd2\u6b63\u5e38\u96f6\u4ef6\u7684\u7279\u6027\uff0c\u4e26\u5075\u6e2c\u4efb\u4f55\u770b\u8d77\u4f86\u4e0d\u540c\u7684\u90e8\u5206\uff0c\u82e5\u7121\u7f3a\u9677\u5247\u6548\u679c\u826f\u597d\u3002\u8a31\u591a\u89e3\u6c7a\u65b9\u6848\u540c\u6642\u5229\u7528\u4e0a\u8ff0\u5169\u7a2e\u6a21\u578b\u3002.<\/p>\n<h3>\u8207PLC\u7684\u63e1\u624b<\/h3>\n<p>\u5728\u63e1\u624b\u904e\u7a0b\u4e2d\uff0c\u76f8\u6a5f\u7cfb\u7d71\u8207PLC\u4ea4\u63db\u5e7e\u500b\u7c21\u55ae\u4fe1\u865f\uff1a\u96f6\u4ef6\u5b9a\u4f4d\u3001\u89f8\u767c\u3001\u7d50\u679c\u3001\u6210\u529f\u6216\u5931\u6557\uff0c\u6709\u6642\u9084\u6709\u7f3a\u9677\u4ee3\u78bc\u3002\u7d50\u679c\u8207\u5f71\u50cf\u900f\u904e\u6a19\u6e96\u5316\u4ecb\u9762\u5982OPC UA\u6216Modbus TCP\u50b3\u9001\u81f3MES\uff0c\u5141\u8a31\u4f7f\u7528\u5e8f\u865f\u67e5\u627e\u4efb\u4f55\u5f71\u50cf\u3002\u6211\u5011\u7684\u6982\u8ff0 <a href=\"https:\/\/benlongkj.com\/zh-ct\/blog\/industrial-automation-sensors\/\">\u5de5\u696d\u81ea\u52d5\u5316\u611f\u6e2c\u5668<\/a> \u8aaa\u660e\u8996\u89ba\u6aa2\u6e2c\u5728\u6a5f\u5668\u5176\u4ed6\u611f\u6e2c\u5668\u4e2d\u7684\u5b9a\u4f4d\u3002.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1993\" src=\"https:\/\/benlongkj.com\/wp-content\/uploads\/2026\/10\/What-an-AI-Vision-Inspection-System-Actually-Includes.webp\" alt=\"\" width=\"1448\" height=\"1086\" \/><\/p>\n<h2>AI\u8996\u89ba\u6aa2\u6e2c\u5728\u96fb\u6c23\u7d44\u88dd\u7dda\u4e2d\u7684\u5b9a\u4f4d<\/h2>\n<p>\u5728\u65b7\u8def\u5668\u8207\u63a5\u89f8\u5668\u7684\u7f3a\u9677\u6aa2\u6e2c\u4e2d\uff0c\u4eba\u5de5\u667a\u6167\u6709\u5176\u61c9\u7528\u4f4d\u7f6e\u3002\u4e0b\u8868\u5c55\u793a\u591a\u7a2e\u53ef\u7528\u7684\u8996\u89ba\u6aa2\u6e2c\u6d41\u7a0b\uff0c\u4e26\u6307\u51fa\u6700\u4f73\u57f7\u884c\u65b9\u5f0f\u70baAI\u3001\u898f\u5247\u6216\u5169\u8005\u7d50\u5408\u3002\u63a8\u8ad6\u6642\u9593\u4ecb\u65bc\u6578\u5341\u6beb\u79d2\uff0c\u4ecd\u53ef\u63a5\u53d7\uff0c\u56e0\u70ba\u7ad9\u9ede\u9031\u671f\u6642\u9593\u7d04\u70ba2\u81f33.5\u79d2\u3002 <a href=\"https:\/\/benlongkj.com\/zh-ct\/mcb-automatic-assembly-line-product\/\">MCB\u81ea\u52d5\u88dd\u914d\u7dda<\/a>.<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6aa2\u67e5<\/th>\n<th>\u53ef\u80fd\u51fa\u932f\u7684\u5730\u65b9<\/th>\n<th>\u898f\u5247\u9084\u662fAI\uff1f<\/th>\n<th>\u539f\u56e0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u925a\u91d8\u5b58\u5728<\/td>\n<td>\u7f3a\u5931\u6216\u534a\u88dd\u925a\u91d8<\/td>\n<td>\u5148\u7528\u898f\u5247\uff1b\u82e5\u53cd\u5149\u8b8a\u5316\u5927\u5247\u7528AI<\/td>\n<td>\u5b58\u5728\u6aa2\u6e2c\u7c21\u55ae\uff0c\u4f46\u53cd\u5c04\u6703\u9020\u6210\u8aa4\u5224<\/td>\n<\/tr>\n<tr>\n<td>\u63a5\u89f8\u4f4d\u7f6e\u8207\u50be\u659c<\/td>\n<td>\u9280\u63a5\u9ede\u50be\u659c\u6216\u504f\u5fc3<\/td>\n<td>\u4f4d\u7f6e\u7528\u898f\u5247\uff1b\u8868\u9762\u640d\u50b7\u7528AI<\/td>\n<td>\u4f4d\u7f6e\u662f\u91cf\u6e2c\uff1b\u640d\u50b7\u5247\u975e<\/td>\n<\/tr>\n<tr>\n<td>\u624b\u67c4\u8207\u6975\u6027<\/td>\n<td>\u624b\u67c4\u53cd\u5411\uff0c\u6975\u5e8f\u932f\u8aa4<\/td>\n<td>\u898f\u5247<\/td>\n<td>\u56fa\u5b9a\u5e7e\u4f55\u5f62\u72c0\uff0c\u660e\u78ba\u6a21\u5f0f<\/td>\n<\/tr>\n<tr>\n<td>\u96f7\u5c04\u6a19\u8a18\u8207OCR<\/td>\n<td>\u7f3a\u5931\u3001\u6a21\u7cca\u6216\u65b7\u88c2\u5b57\u5143<\/td>\n<td>\u640d\u58de\u6a19\u8a18\u7528AI OCR\uff1b\u4ee3\u78bc\u7528\u898f\u5247<\/td>\n<td>AI\u8f03\u80fd\u8655\u7406\u90e8\u5206\u6216\u4f4e\u5c0d\u6bd4\u5ea6\u6a19\u8a18<\/td>\n<\/tr>\n<tr>\n<td>\u5916\u6bbc\u88c2\u7e2b\u8207\u51f9\u75d5<\/td>\n<td>\u6a21\u5177\u7f3a\u9677\u3001\u77ed\u5c04\u3001\u8272\u5dee<\/td>\n<td>AI<\/td>\n<td>\u7f3a\u9677\u5f62\u72c0\u8207\u4f4d\u7f6e\u591a\u8b8a<\/td>\n<\/tr>\n<tr>\n<td>\u7aef\u5b50\u63d2\u5165<\/td>\n<td>\u7aef\u5b50\u672a\u5b8c\u5168\u5c31\u4f4d<\/td>\n<td>\u898f\u5247\u62163D\u91cf\u6e2c<\/td>\n<td>\u6df1\u5ea6\u662f\u4e00\u500b\u5c3a\u5bf8<\/td>\n<\/tr>\n<tr>\n<td>\u6a19\u7c64\u8207\u8aaa\u660e\u66f8<\/td>\n<td>\u6a19\u7c64\u932f\u8aa4\u3001\u8aaa\u660e\u66f8\u7f3a\u5931<\/td>\n<td>\u898f\u5247\u52a0OCR<\/td>\n<td>\u8207\u914d\u65b9\u6bd4\u5c0d<\/td>\n<\/tr>\n<tr>\n<td>\u710a\u63a5\u98db\u6ffa\u8207\u6bdb\u523a<\/td>\n<td>\u63a5\u9ede\u4e0a\u7684\u98db\u6ffa\uff0c\u710a\u63a5\u90e8\u4ef6\u4e0a\u7684\u6bdb\u523a<\/td>\n<td>AI<\/td>\n<td>\u4e0d\u898f\u5247\u5f62\u72c0\u8207\u5c3a\u5bf8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Benlong\u81ea\u6709\u6a5f\u5668\u76ee\u524d\u4f7f\u7528\u672c\u8868\u4e2d\u57fa\u65bc\u898f\u5247\u7684\u90e8\u5206\u3002\u5728 <a href=\"https:\/\/benlongkj.com\/zh-ct\/mcb-muti-pole-automatic-assembly-machine-product\/\">MCB\u591a\u6975\u7d44\u88dd\u6a5f\u4e0a<\/a>, \uff0cCCD\u76f8\u6a5f\u6aa2\u67e5\u5074\u58c1\u5c0d\u9f4a\u548c\u6975\u9593\u9699\uff0c\u4e26\u5c07\u96f6\u4ef6\u5b9a\u4f4d\u81f3\u00b10.05\u6beb\u7c73\u7bc4\u570d\u5167\u5f8c\u9032\u884c\u925a\u63a5\u3002 <a href=\"https:\/\/benlongkj.com\/zh-ct\/mcb-automatic-testing-line-product\/\">MCB\u81ea\u52d5\u6e2c\u8a66\u7dda<\/a> \u5305\u62ec\u5916\u6bbc\u3001\u6a19\u7c64\u548c\u87ba\u7d72\u7684\u8996\u89ba\u6aa2\u6e2c\u3002AI\u4e3b\u8981\u61c9\u7528\u65bc\u4e0d\u898f\u5247\u7f3a\u9677\uff0c\u56e0\u6b64\u5916\u6bbc\u3001\u6a19\u8a18\u548c\u710a\u63a5\u4f4d\u5c45\u7f3a\u9677\u6aa2\u6e2c\u9996\u4f4d\u3002.<\/p>\n<h3>\u8996\u89ba\u4e0d\u61c9\u5224\u65b7\u7684\u9805\u76ee<\/h3>\n<p>\u6709\u4e9b\u65b7\u8def\u5668\u7684\u56b4\u91cd\u7f3a\u9677\u7121\u6cd5\u900f\u904e\u8996\u89ba\u5224\u65b7\uff1a<\/p>\n<p>\u77ac\u6642\u812b\u6263\u6642\u9593\u6280\u8853\uff1b;<br \/>\n\u71b1\u812b\u6263\u6642\u7684\u984d\u5b9a\u96fb\u6d411.13\u500d\u548c1.45\u500d\u6642\u9593\uff1b;<br \/>\n\u63a5\u89f8\u96fb\u963b\uff1b;<br \/>\n\u7d55\u7de3\u5f37\u5ea6\uff1b;<br \/>\nRCCB\u548cRCBO\u7684\u5269\u9918\u96fb\u6d41\u812b\u6263\u6642\u9593\u3002.<\/p>\n<p>\u65b7\u8def\u5668\u5916\u89c0\u53ef\u80fd\u5b8c\u7f8e\uff0c\u4f46\u4ecd\u53ef\u80fd\u812b\u6263\u5ef6\u9072\u3002\u4e0a\u8ff0\u7279\u6027\u7684\u6e2c\u8a66\u7531\u6e2c\u8a66\u53f0\u57f7\u884c\uff0c\u4f8b\u5982 <a href=\"https:\/\/benlongkj.com\/zh-ct\/mcb-automatic-magnetic-trip-test-on-off-high-voltage-test-machine-product\/\">MCB\u78c1\u812b\u6263\u53ca\u9ad8\u58d3\u6e2c\u8a66\u6a5f<\/a>, \uff0c\u6bcf\u53f0\u6e2c\u8a66\u8a2d\u5099\u7684\u812b\u6263\u6642\u9593\u8aa4\u5dee\u7d04\u70ba\u00b11\u6beb\u79d2\u3002. <span style=\"color: #ff0000;\">\u76f8\u6a5f\u6aa2\u6e2c\u96f6\u4ef6\u5916\u89c0\uff1b\u96fb\u6c23\u6e2c\u8a66\u6c7a\u5b9a\u5176\u529f\u80fd\u662f\u5426\u6b63\u5e38\u3002\u826f\u597d\u7684\u751f\u7522\u7dda\u6703\u5c07\u6e2c\u8a66\u7d50\u679c\u8207\u552f\u4e00\u5e8f\u865f\u9023\u7d50\u3002.<\/span><\/p>\n<h2>\u7bc4\u4f8b\uff1aMCB\u751f\u7522\u7dda\u4e0a\u7684\u55ae\u4e00\u76f8\u6a5f\u7ad9<\/h2>\n<p>\u4ee5\u4e0b\u70ba\u4e00\u500bAI\u8996\u89ba\u7ad9\u5728\u65b7\u8def\u5668\u751f\u7522\u7dda\u4e0a\u904b\u4f5c\u7684\u793a\u610f\uff0c\u751f\u7522\u901f\u5ea6\u7d04\u70ba\u6bcf\u53f0\u4e09\u79d2\u3002\u6642\u9593\u70ba\u6b64\u985e\u7ad9\u9ede\u7684\u5178\u578b\u6578\u64da\uff0c\u975e\u898f\u683c\u8aaa\u660e\u3002.<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6642\u9593<\/th>\n<th>\u767c\u751f\u7684\u4e8b\u60c5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>00\u79d2<\/td>\n<td>\u65b7\u8def\u5668\u9032\u5165\u593e\u5177\u4e26\u88ab\u593e\u7dca\u3002\u611f\u6e2c\u5668\u78ba\u8a8d\u5176\u4f4d\u7f6e\u3002.<\/td>\n<\/tr>\n<tr>\n<td>05\u79d2<\/td>\n<td>PLC\u767c\u9001\u89f8\u767c\u4fe1\u865f\u3002\u983b\u9583\u71c8\u9583\u720d\uff0c\u76f8\u6a5f\u66dd\u5149\u6578\u6beb\u79d2\u3002.<\/td>\n<\/tr>\n<tr>\n<td>10\u20130.20\u79d2<\/td>\n<td>\u5f71\u50cf\u50b3\u9001\u81f3\u908a\u7de3\u8a08\u7b97\u6a5f\u3002\u6a21\u578b\u6aa2\u67e5\u925a\u91d8\u3001\u624b\u67c4\u3001\u6a19\u8a18\u548c\u5916\u6bbc\uff0c\u4e26\u56de\u50b3\u5404\u9805\u5206\u6578\u3002.<\/td>\n<\/tr>\n<tr>\n<td>25\u79d2<\/td>\n<td>\u5206\u6578\u8207\u95be\u503c\u6bd4\u8f03\uff0c\u901a\u904e\u6216\u4e0d\u901a\u904e\u7d50\u679c\u53ca\u7f3a\u9677\u4ee3\u78bc\u50b3\u9001\u81f3PLC\u3002.<\/td>\n<\/tr>\n<tr>\n<td>30\u79d2\u8d77<\/td>\n<td>\u82e5\u4e0d\u901a\u904e\uff0cPLC\u5c07\u65b7\u8def\u5668\u5c0e\u5411\u62d2\u6536\u69fd\uff1b\u901a\u904e\u5247\u7e7c\u7e8c\u751f\u7522\u3002.<\/td>\n<\/tr>\n<tr>\n<td>\u540c\u6642\u9032\u884c<\/td>\n<td>\u5f71\u50cf\u3001\u5206\u6578\u53ca\u7d50\u679c\u4f9d\u65b7\u8def\u5668\u5e8f\u865f\u5beb\u5165MES\u7cfb\u7d71\u3002.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5f9e\u4e00\u53f0\u6a5f\u5668\u5207\u63db\u5230\u53e6\u4e00\u53f0\u6a5f\u5668\u7684\u904e\u7a0b\u4e2d\uff0c\u4eba\u5de5\u667a\u6167\u5275\u9020\u771f\u6b63\u50f9\u503c\u3002\u65b7\u8def\u5668\u53ef\u5728\u55ae\u65e5\u5167\u65bc1P\u81f34P\u578b\u865f\u3001B\u3001C\u3001D\u578b\u865f\u53ca\u591a\u7a2e\u984d\u5b9a\u96fb\u6d41\u9593\u5207\u63db\u3002\u898f\u5247\u57fa\u8996\u89ba\u9700\u5de5\u7a0b\u5e2b\u66f4\u65b0\u89c0\u5bdf\u5340\u57df\u53ca\u6578\u503c\u9650\u5236\uff1bAI\u8996\u89ba\u5247\u70ba\u4e0d\u540c\u7522\u54c1\u7cfb\u5217\u5206\u5225\u8a13\u7df4\u6a21\u578b\uff0c\u4e14\u5207\u63db\u914d\u65b9\u540c\u6642\u7528\u65bc\u9078\u64c7\u6b63\u78ba\u6a21\u578b\u3002.<\/p>\n<p>\u65b0\u8b8a\u9ad4\u51fa\u73fe\u6642\uff0c\u5718\u968a\u9700\u6536\u96c6\u5f71\u50cf\u3001\u5efa\u7acb\u6a21\u578b\u4e26\u6aa2\u67e5\u5f8c\u65b9\u53ef\u904b\u4f5c\u3002\u807d\u8d77\u4f86\u8907\u96dc\uff0c\u4f46\u6bcf\u500b\u6a21\u578b\u53ea\u9700\u57f7\u884c\u4e00\u6b21\uff0c\u7121\u8ad6\u65b7\u8def\u5668\u8b8a\u66f4\u591a\u5c11\u6b21\u3002.<\/p>\n<h2>\u88fd\u9020\u5546\u4eca\u65e5\u5982\u4f55\u4f7f\u7528AI\u8996\u89ba\u6aa2\u6e2c<\/h2>\n<p>\u5c11\u6578\u516c\u958b\u6848\u4f8b\u986f\u793a\u6280\u8853\u666e\u53ca\u7a0b\u5ea6\u53ca\u5176\u9650\u5236\u3002.<\/p>\n<h3>Cognex\u8207Keyence\uff1a\u667a\u6167\u76f8\u6a5f\u4e2d\u7684AI<\/h3>\n<p>Cognex \u5df2\u5c07\u6df1\u5ea6\u5b78\u7fd2\u7cfb\u7d71\u6574\u5408\u81f3\u5176\u6700\u65b0\u7684 In-Sight D900 \u5de5\u696d\u667a\u6167\u76f8\u6a5f\u4e2d\uff0c\u8a72\u7cfb\u7d71\u4f7f\u7528 ViDi \u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u9032\u884c\u5149\u5b78\u5b57\u7b26\u8b58\u5225\u3001\u7d44\u88dd\u9a57\u8b49\u53ca\u7f3a\u9677\u6aa2\u6e2c\u3002\u64da Cognex \u5831\u5c0e\uff0c\u5176\u6700\u65b0\u7684 In-Sight L38 \u7d50\u5408\u4e86\u4e8c\u7dad\u8207\u4e09\u7dad\u8996\u89ba\u7684 AI \u6280\u8853\uff0c\u914d\u7f6e\u6240\u9700\u6a19\u8a3b\u5f71\u50cf\u50c5\u9700 5-10 \u5f35\u3002\u76f8\u5c0d\u5730\uff0cKeyence \u751f\u7522\u7684 IV4 \u76f8\u6a5f\u7cfb\u5217\u5305\u542b\u7528\u65bc\u96f6\u4ef6\u8b58\u5225\u3001\u8a08\u6578\u53ca\u5b57\u7b26\u8b80\u53d6\u7684 AI \u529f\u80fd\uff0c\u4e26\u63d0\u4f9b\u6700\u4f73\u6210\u50cf\u5efa\u8b70\u3002\u672a\u4f86\u5df2\u660e\u78ba\uff1aAI \u8207\u76f8\u6a5f\u7684\u6574\u5408\u5df2\u6210\u4e8b\u5be6\u3002.<\/p>\n<h3>\u897f\u9580\u5b50\uff1a\u4e00\u9ad4\u5316 AI \u6aa2\u6e2c\u65b9\u6848<\/h3>\n<p>2024 \u5e74\uff0c\u897f\u9580\u5b50\u6536\u8cfc\u4e86\u4e00\u5bb6\u540d\u70ba Inspekto \u7684\u5fb7\u570b\u516c\u53f8\uff0c\u8a72\u516c\u53f8\u63d0\u4f9b\u5305\u542b\u76f8\u6a5f\u3001\u5149\u6e90\u3001\u93e1\u982d\u53ca\u8edf\u9ad4\u7684 AI \u8996\u89ba\u6aa2\u6e2c\u55ae\u4e00\u8a2d\u5099\u3002\u7cfb\u7d71\u8a13\u7df4\u7d04\u9700 20-30 \u5f35\u826f\u54c1\u5f71\u50cf\uff1b\u6b64\u5916\uff0c\u5b89\u88dd\u53ef\u7531\u64cd\u4f5c\u54e1\u81ea\u884c\u5b8c\u6210\uff0c\u7121\u9700\u6574\u5408\u4ecb\u5165\u3002\u897f\u9580\u5b50\u57f7\u884c\u7684\u4e00\u500b\u53c3\u8003\u5c08\u6848\u4e2d\uff0c\u5229\u7528 AI \u6280\u8853\u53d6\u4ee3\u4e86\u624b\u52d5\u8a55\u4f30\u6c96\u58d3\u96f6\u4ef6\uff0c\u624b\u52d5\u6aa2\u67e5\u6b21\u6578\u6e1b\u5c11\u4e86\u9ad8\u9054\u516b\u6210\u3002.<\/p>\n<h3>BMW \u8207\u71c8\u5854\u5de5\u5ee0<\/h3>\n<p>BMW \u7684 AIQX \u7cfb\u7d71\u900f\u904e\u5b89\u88dd\u65bc\u88dd\u914d\u7dda\u4e0a\u7684\u76f8\u6a5f\u6536\u96c6\u751f\u7522\u904e\u7a0b\u8cc7\u8a0a\uff0c\u9032\u884c\u8b8a\u9ad4\u8207\u5b8c\u6574\u6027\u6aa2\u67e5\uff0c\u4e26\u5373\u6642\u767c\u73fe\u7570\u5e38\uff0c\u5411\u64cd\u4f5c\u54e1\u63d0\u4f9b\u5373\u6642\u53cd\u994b\u3002\u6b64\u5916\uff0c\u4e16\u754c\u7d93\u6fdf\u8ad6\u58c7\u6700\u65b0\u5168\u7403\u71c8\u5854\u5de5\u5ee0\u540d\u55ae\u4e2d\u63d0\u53ca\u7684 Rockwell Automation \u65b0\u52a0\u5761\u5de5\u5ee0\uff0c\u56e0 AI \u54c1\u8cea\u63a7\u5236\u7cfb\u7d71\u800c\u5831\u544a\u7f3a\u9677\u6e1b\u5c11\u4e86 35%\u3002\u6211\u5011\u7684\u6307\u5357 <a href=\"https:\/\/benlongkj.com\/zh-ct\/blog\/what-is-a-factory-lighthouse-real-examples-from-schneider-siemens-eaton\/\">\u5de5\u5ee0\u71c8\u5854\u6848\u4f8b<\/a> \u5c55\u793a\u4e86\u8996\u89ba\u6aa2\u6e2c\u5982\u4f55\u878d\u5165\u897f\u9580\u5b50\u3001\u65bd\u8010\u5fb7\u96fb\u6c23\u53ca\u4f0a\u9813\u5de5\u5ee0\u7684\u66f4\u5ee3\u6cdb\u6578\u64da\u5faa\u74b0\u4e2d\u3002.<\/p>\n<h3>\u9d3b\u6d77\u8207\u96fb\u5b50\u88fd\u9020\uff1a\u9019\u5c31\u662f AOI<\/h3>\n<p>\u9d3b\u6d77\u5de5\u696d\u4e92\u806f\u7db2\u8207\u7def\u5275\u6b63\u5728\u5be6\u65bd Nvidia \u7684 Metropolis \u8996\u89ba AI \u7cfb\u7d71\uff0c\u7528\u65bc\u96fb\u8def\u677f\u7684\u81ea\u52d5\u5316\u8a55\u4f30\u3002\u6b64\u61c9\u7528\u6848\u4f8b\u50c5\u6d89\u53ca\u96fb\u8def\u677f\u8a55\u4f30\u3002\u5176\u4ed6\u5143\u4ef6\u5982\u63a5\u9ede\u3001\u593e\u5177\u53ca\u9023\u63a5\u5668\u7684\u6aa2\u6e2c\uff0c\u5247\u9700\u958b\u767c\u5c08\u7528\u7167\u660e\u7cfb\u7d71\u53ca\u7368\u7279\u6a21\u578b\u3002.<\/p>\n<h3>\u6c7d\u8eca\u696d\u5236\u5b9a\u898f\u7bc4\uff1aAIAG CQI-38<\/h3>\n<p>2026 \u5e74 6 \u6708\uff0cAIAG \u767c\u5e03\u540d\u70ba CQI-38 \u7684\u6307\u5c0e\u65b9\u91dd\uff0c\u91dd\u5c0d\u8996\u89ba\u6aa2\u6e2c\u6280\u8853\u53ca\u61c9\u7528\u8a55\u4f30\u3002\u8a72\u6587\u4ef6\u70ba OEM\u3001\u4f9b\u61c9\u5546\u53ca\u88fd\u9020\u5546\u63d0\u4f9b\u4efb\u4f55\u57fa\u65bc AI \u7684\u8996\u89ba\u6aa2\u6e2c\u7cfb\u7d71\u7684\u6a19\u6e96\u8a55\u4f30\u7a0b\u5e8f\u3002\u96d6\u7136\u4f4e\u58d3\u88fd\u9020\u5546\u7121\u7fa9\u52d9\u4f7f\u7528 CQI-38\uff0c\u4f46\u5176\u6280\u8853\u9a57\u8b49\u7684\u9810\u9632\u63aa\u65bd\u5c0d\u6240\u6709\u53c3\u8207\u8996\u89ba AI \u6280\u8853\u8a55\u4f30\u8005\u5747\u5177\u53c3\u8003\u50f9\u503c\u3002.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1996\" src=\"https:\/\/benlongkj.com\/wp-content\/uploads\/2026\/10\/How-Manufacturers-Use-AI-Vision-Inspection-Today.webp\" alt=\"\" width=\"1448\" height=\"1086\" \/><\/p>\n<h2>\u7121\u9700\u516d\u500b\u6708\u8a66\u9ede\u5373\u53ef\u90e8\u7f72 AI \u8996\u89ba\u6aa2\u6e2c<\/h2>\n<p>\u7576 AI \u8996\u89ba\u8a66\u9ede\u8a08\u756b\u5ef6\u9577\u6578\u6708\u6642\uff0c\u5e38\u898b\u5931\u6557\u539f\u56e0\u5982\u4e0b\u3002\u4ee5\u4e0b\u6e05\u55ae\u6709\u52a9\u65bc\u907f\u514d\u5931\u6557\u3002.<\/p>\n<p>\u4e00\u958b\u59cb\u5c08\u6ce8\u65bc\u55ae\u4e00\u7f3a\u9677\u3002\u8207\u5176\u5f9e\u4e00\u958b\u59cb\u5c31\u5728\u751f\u7522\u7dda\u4e0a\u61c9\u7528\u8996\u89ba\u6280\u8853\uff0c\u4e0d\u5982\u9078\u64c7\u7576\u524d\u9020\u6210\u8ca1\u52d9\u640d\u5931\u7684\u7f3a\u9677\uff0c\u4f8b\u5982\u7f3a\u5c11\u5370\u5237\u6216\u5916\u6bbc\u640d\u58de\u3002.<br \/>\n\u5728\u62cd\u651d\u5716\u7247\u524d\uff0c\u63d0\u4f9b\u6b63\u78ba\u7684\u7167\u660e\u548c\u96f6\u4ef6\u4f4d\u7f6e\u3002\u5728\u6a21\u578b\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c\u5149\u7dda\u548c\u96f6\u4ef6\u79fb\u52d5\u6703\u7522\u751f\u566a\u97f3\uff0c\u800c\u975e\u7f3a\u9677\u3002.<br \/>\n\u6536\u96c6\u591a\u5f35\u9ad8\u54c1\u8cea\u5716\u7247\u4e26\u5340\u5206\u7f3a\u9677\u985e\u578b\u3002\u8655\u7406\u7f55\u898b\u7f3a\u9677\u985e\u578b\u6642\uff0c\u9032\u884c\u7570\u5e38\u6aa2\u6e2c\u6bd4\u5047\u88dd\u64c1\u6709\u6bcf\u6708\u767c\u751f\u5169\u6b21\u7684\u7f3a\u9677500\u5f35\u5716\u7247\u66f4\u6709\u50f9\u503c\u3002.<br \/>\n\u6bd4\u8f03\u8a2d\u5099\u4e2d\u7684\u8aa4\u62d2\u7387\u548c\u6f0f\u6aa2\u7387\u3002\u4f9b\u61c9\u5546\u4f7f\u7528\u6f14\u793a\u6a21\u578b\u768499%\u6578\u64da\u5728\u4e0d\u540c\u7167\u660e\u689d\u4ef6\u4e0b\u6aa2\u8996\u5916\u6bbc\u6642\u4e26\u7121\u610f\u7fa9\u3002.<br \/>\n\u5728\u908a\u7de3\u7aef\u4e14\u5728\u64cd\u4f5c\u9031\u671f\u6642\u9593\u5167\u9032\u884c\u63a8\u7406\u3002\u96f2\u7aef\u548c\u4f3a\u670d\u5668\u50c5\u7528\u65bc\u4fdd\u5b58\u5716\u7247\u548c\u91cd\u65b0\u8a13\u7df4\u6a21\u578b\u3002.<br \/>\n\u4f7f\u7528\u9670\u5f71\u6a21\u5f0f\u8a18\u9304\u4e26\u8a55\u5206\u8f38\u5165\uff0c\u4f46\u6b64\u968e\u6bb5\u4e0d\u62d2\u7d55\u4efb\u4f55\u8b80\u53d6\u7d50\u679c\u3002\u6b64\u6a21\u5f0f\u53ef\u5728\u958b\u59cb\u4f7f\u7528\u7cfb\u7d71\u524d\u4f30\u7b97AI\u7d50\u8ad6\u8207\u6aa2\u9a57\u54e1\u898b\u89e3\u7684\u6bd4\u4f8b\u3002.<br \/>\n\u6bcf\u6b21\u4fee\u6539\u5f8c\u91cd\u65b0\u9a57\u8b49\uff0c\u4ee5\u9632\u751f\u7522\u7dda\u8b8a\u66f4\u6216\u751f\u7522\u4e0d\u540c\u985e\u578b\u7684\u8a2d\u5099\u3002.<\/p>\n<h2>\u8aa4\u62d2\u7387\uff1a\u6c7a\u5b9a\u751f\u7522\u7dda\u662f\u5426\u4fdd\u7559\u76f8\u6a5f\u7684\u95dc\u9375\u6578\u5b57<\/h2>\n<p>\u5169\u500b\u6578\u503c\u6bd4\u4efb\u4f55\u5ba3\u50b3\u55ae\u4e0a\u7684\u6e96\u78ba\u7387\u66f4\u91cd\u8981\u3002\u6f0f\u6aa2\u7387\u8868\u793a\u76f8\u6a5f\u653e\u884c\u4e86\u591a\u5c11\u6709\u7f3a\u9677\u7684\u7522\u54c1\u3002\u8aa4\u62d2\u7387\u544a\u8a34\u6211\u5011\u4e1f\u68c4\u4e86\u591a\u5c11\u7121\u7f3a\u9677\u7684\u7522\u54c1\u3002.<\/p>\n<p>\u70ba\u4e86\u8aaa\u660e\u60c5\u6cc1\uff0c\u6211\u5011\u770b\u4e00\u500b\u975e\u771f\u5be6\u60c5\u5883\u7684\u4f8b\u5b50\u3002\u4e00\u689d\u751f\u7522\u7dda\u751f\u7522\u4e00\u627910000\u500b\u65b7\u8def\u5668\uff0c\u5176\u4e2d50\u500b\u96f6\u4ef6\u6709\u8868\u9762\u7f3a\u9677\u3002.<\/p>\n<table>\n<thead>\n<tr>\n<th><\/th>\n<th>\u8a2d\u5b9aA\uff1a\u56b4\u683c\u95be\u503c<\/th>\n<th>\u8a2d\u5b9aB\uff1a\u5bec\u9b06\u95be\u503c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6355\u6349\u5230\u7684\u7f3a\u9677\u65b7\u8def\u5668<\/td>\n<td>50\u500b\u4e2d49\u500b\uff0898%\u53ec\u56de\u7387\uff09<\/td>\n<td>50\u500b\u4e2d46\u500b\uff0892%\u53ec\u56de\u7387\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u6f0f\u6aa2\u7684\u7f3a\u9677\u65b7\u8def\u5668<\/td>\n<td>1<\/td>\n<td>4<\/td>\n<\/tr>\n<tr>\n<td>\u88ab\u8aa4\u62d2\u7684\u826f\u54c1\u65b7\u8def\u5668<\/td>\n<td>150\u500b\uff081.5%\u8aa4\u62d2\u7387\uff09<\/td>\n<td>20\u500b\uff080.2%\u8aa4\u62d2\u7387\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u88ab\u62d2\u7d55\u54c1\u4e2d\u771f\u6b63\u6709\u7f3a\u9677\u7684\u6bd4\u4f8b<\/td>\n<td>199\u500b\u4e2d49\u500b\uff0c\u7d0425%\u7cbe\u78ba\u7387<\/td>\n<td>66\u500b\u4e2d46\u500b\uff0c\u7d0470%\u7cbe\u78ba\u7387<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8a2d\u5b9aA\u4f3c\u4e4e\u6355\u6349\u4e86\u6240\u6709\u7f3a\u9677\uff0c\u4f46\u4e8b\u5be6\u4e0a\u56db\u5206\u4e4b\u4e09\u88ab\u62d2\u7d55\u7684\u65b7\u8def\u5668\u662f\u5b8c\u597d\u7121\u7f3a\u7684\u3002\u76f8\u53cd\uff0c\u8a2d\u5b9aB\u7372\u5f97\u64cd\u4f5c\u54e1\u597d\u8a55\uff0c\u4f46\u8b93\u56db\u500b\u7f3a\u9677\u65b7\u8def\u5668\u6f0f\u6aa2\u3002.<\/p>\n<p>\u9019\u5169\u7a2e\u60c5\u5883\u7684\u5f71\u97ff\u4e26\u4e0d\u5c0d\u7a31\u3002\u4fdd\u7559\u4e00\u500b\u53ef\u80fd\u5f15\u767c\u77ed\u8def\u7684\u6709\u7f3a\u9677\u65b7\u8def\u5668\uff0c\u5176\u6210\u672c\u9060\u9ad8\u65bc\u4e1f\u68c4\u5e7e\u500b\u826f\u54c1\u3002\u4f46\u5982\u679c\u8aa4\u62d2\u7387\u904e\u9ad8\uff0c\u64cd\u4f5c\u54e1\u5c07\u505c\u6b62\u4fe1\u4efb\u76f8\u6a5f\uff0c\u958b\u59cb\u5728\u672a\u6aa2\u67e5\u7684\u60c5\u6cc1\u4e0b\u91cd\u65b0\u6295\u5165\u88ab\u62d2\u7d55\u7684\u96f6\u4ef6\uff0c\u6700\u7d42\u6703\u95dc\u9589\u7cfb\u7d71\u3002\u56e0\u6b64\uff0c\u6210\u529f\u555f\u52d5\u7cfb\u7d71\u7684\u9ec3\u91d1\u6cd5\u5247\u662f\u4fdd\u8b77\u5c0d\u95dc\u9375\u7f3a\u9677\u7684\u62d2\u7d55\u7387\uff0c\u4e26\u900f\u904e\u5b89\u88dd\u66f4\u597d\u7684\u7167\u660e\u3001\u589e\u52a0\u8a13\u7df4\u5716\u50cf\u3001\u70ba\u6bcf\u7a2e\u7f3a\u9677\u8a2d\u5b9a\u4e0d\u540c\u95be\u503c\u4f86\u9010\u6b65\u6539\u5584\u8aa4\u62d2\u7387\u3002.<\/p>\n<h2>AI\u8996\u89ba\u3001PLC\u3001MES\u53ca\u751f\u7522\u7dda\u5176\u4ed6\u90e8\u5206<\/h2>\n<p>\u8996\u89ba\u7ad9\u662f\u81ea\u52d5\u5316\u5806\u758a\u4e2d\u7684\u4e00\u500b\u7d44\u4ef6\uff0c\u900f\u904e\u76f8\u6a5f\u5354\u52a9\u6c7a\u7b56\uff0cPLC\u57f7\u884c\u8a72\u6c7a\u7b56\uff0cMES\u5247\u5c07\u5f71\u50cf\u53ca\u5176\u7d50\u679c\u8207\u5e8f\u865f\u76f8\u95dc\u806f\uff0c\u4e26\u8207\u751f\u7522\u904e\u7a0b\u4e2d\u5f8c\u7e8c\u968e\u6bb5\u7522\u751f\u7684\u96fb\u6c23\u6e2c\u8a66\u7d50\u679c\u4e00\u8d77\u5b58\u6a94\uff0c\u5f9e\u800c\u7372\u53d6\u6709\u7528\u8cc7\u8a0a\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u5132\u5b58\u6578\u64da\uff1a<\/p>\n<ul>\n<li>\u5728\u5efa\u7acb\u8996\u89ba\u7ad9\u4e4b\u524d\uff0c <a href=\"https:\/\/benlongkj.com\/zh-ct\/blog\/digital-twin-for-production-lines-lessons-from-leading-electrical-manufacturers\/\">\u751f\u7522\u7dda\u7684\u6578\u4f4d\u5b7f\u751f<\/a> \u53ef\u4ee5\u986f\u793a\u76f8\u6a5f\u662f\u5426\u7b26\u5408\u5faa\u74b0\u6642\u9593\uff0c\u4ee5\u53ca\u593e\u5177\u6216\u6293\u624b\u662f\u5426\u963b\u64cb\u5176\u8996\u91ce\u3002.<\/li>\n<li>\u7576\u7f3a\u9677\u7387\u958b\u59cb\u6f02\u79fb\u6642\uff0c, <a href=\"https:\/\/benlongkj.com\/zh-ct\/blog\/agentic-ai-in-manufacturing\/\">\u88fd\u9020\u696d\u4e2d\u4ee3\u7406\u578b\u4eba\u5de5\u667a\u6167<\/a> \u8ab0\u6216\u4ec0\u9ebc\u6c7a\u5b9a\u662f\u5426\u64f4\u5927\u62bd\u6a23\u6216\u505c\u6b62\u751f\u7522\u7dda\uff0c\u9019\u88e1\u6703\u6709\u6240\u8aaa\u660e\u3002.<\/li>\n<li>\u8996\u89ba\u4e5f\u662f <a href=\"https:\/\/benlongkj.com\/zh-ct\/blog\/physical-ai-in-manufacturing\/\">\u88fd\u9020\u696d\u4e2d\u7684\u7269\u7406\u4eba\u5de5\u667a\u6167<\/a>, \u80cc\u5f8c\u7684\u611f\u77e5\u4e4b\u4e00\uff0c\u6a5f\u5668\u5728\u9589\u74b0\u4e2d\u89c0\u5bdf\u4e26\u8abf\u6574\u5176\u64cd\u4f5c\u3002.<\/li>\n<li>\u7121\u4eba\u503c\u5b88\u751f\u7522\u4f9d\u8cf4\u65bc\u4e0d\u518d\u9700\u8981\u4eba\u5728\u7ad9\u9ede\u9032\u884c\u6aa2\u67e5\u7684\u6aa2\u9a57\uff0c\u9019\u4e5f\u662f\u70ba\u4ec0\u9ebc\u6bcf\u500b\u771f\u6b63\u7684 <a href=\"https:\/\/benlongkj.com\/zh-ct\/blog\/famous-dark-factories-around-the-world-real-examples-of-lights-out-manufacturing\/\">\u9ed1\u6697\u5de5\u5ee0<\/a> \u90fd\u4f9d\u8cf4\u65bc\u7dda\u4e0a\u6aa2\u9a57\u548c\u81ea\u52d5\u5206\u63c0\u3002.<\/li>\n<\/ul>\n<h2>\u6210\u672c\u8207\u7121\u6cd5\u66ff\u4ee3\u7684\u90e8\u5206<\/h2>\n<p>\u6211\u5011\u4e0d\u6703\u5728\u6b64\u63d0\u4f9b\u5e02\u5834\u898f\u6a21\uff0c\u56e0\u70ba\u5c0d\u60a8\u7684\u5e02\u5834\u800c\u8a00\u4e26\u4e0d\u76f8\u95dc\u3002\u91cd\u8981\u7684\u662f\u7e3d\u652f\u51fa\u7528\u65bc\u4f55\u8655\u3002\u76f8\u6a5f\u548c\u71c8\u5149\u53ea\u662f\u5176\u4e2d\u4e00\u5c0f\u90e8\u5206\uff0c\u8f03\u5927\u7684\u652f\u51fa\u662f\u7528\u65bc\u593e\u5177\u548c\u7167\u660e\u7684\u5de5\u7a0b\u8a2d\u8a08\u3001\u62cd\u651d\u548c\u6a19\u8a18\u5f71\u50cf\u3001\u9a57\u8b49\uff0c\u4ee5\u53ca\u5728\u8aa4\u62d2\u5c0e\u81f4\u751f\u7522\u7dda\u555f\u52d5\u6642\u505c\u7dda\u6240\u6d6a\u8cbb\u7684\u751f\u7522\u6642\u9593\u3002.<\/p>\n<p>\u6b64\u5916\uff0c\u4e86\u89e3\u60a8\u6240\u652f\u4ed8\u7684\u5167\u5bb9\u4e5f\u5f88\u91cd\u8981\u3002\u4f8b\u5982\uff0c\u4f5c\u70ba\u5c08\u7528\u6a5f\u5668\u4e00\u90e8\u5206\u7684\u8996\u89ba\u7ad9\u8207AI\u9a45\u52d5\u6aa2\u6e2c\u8edf\u9ad4\u7684\u6388\u6b0a\u4e0d\u540c\u3002\u524d\u8005\u5305\u542b\u5df2\u70ba\u60a8\u7684\u7279\u5b9a\u96f6\u4ef6\u512a\u5316\u7684\u593e\u5177\u3001\u7167\u660e\u3001PLC\u63a7\u5236\u548cMES\uff1b\u5f8c\u8005\u50c5\u63d0\u4f9b\u5de5\u5177\u5305\uff0c\u6574\u5408\u5de5\u4f5c\u5247\u7531\u60a8\u8ca0\u8cac\u3002.<\/p>\n<h2>\u5e38\u898b\u554f\u984c\u89e3\u7b54<\/h2>\n<h3>\u4ec0\u9ebc\u662fAI\u8996\u89ba\u6aa2\u6e2c\uff1f<\/h3>\n<p>AI\u8996\u89ba\u6aa2\u6e2c\u662f\u6307\u7531\u914d\u5099\u76f8\u6a5f\u7684\u6a5f\u5668\u57f7\u884c\u7684\u8996\u89ba\u6aa2\u6e2c\uff0c\u8a72\u76f8\u6a5f\u5728\u6aa2\u6e2c\u904e\u7a0b\u4e2d\u62cd\u651d\u96f6\u4ef6\u5716\u7247\uff0c\u7136\u5f8c\u7531\u57fa\u65bc\u6709\u7f3a\u9677\u8207\u826f\u54c1\u96f6\u4ef6\u5716\u50cf\u8a13\u7df4\u7684\u6df1\u5ea6\u795e\u7d93\u7db2\u7d61\u5206\u6790\u9019\u4e9b\u5716\u7247\u3002AI\u8996\u89ba\u6aa2\u6e2c\u9069\u7528\u65bc\u6aa2\u6e2c\u5f62\u72c0\u548c\u4f4d\u7f6e\u5404\u7570\u7684\u7f3a\u9677\uff0c\u5982\u522e\u75d5\u3001\u88c2\u7e2b\u3001\u75d5\u8de1\u548c\u710a\u6e23\u3002.<\/p>\n<h3>AI\u8996\u89ba\u6aa2\u6e2c\u8207\u6a5f\u5668\u8996\u89ba\u6709\u4f55\u4e0d\u540c\uff1f<\/h3>\n<p>\u57fa\u65bc\u898f\u5247\u7684\u6a5f\u5668\u8996\u89ba\u9075\u5faa\u5de5\u7a0b\u5e2b\u7de8\u5beb\u7684\u898f\u5247\uff0c\u4f8b\u5982\u6e2c\u91cf\u908a\u7de3\u9577\u5ea6\u6216\u6aa2\u67e5\u7279\u5b9a\u5927\u5c0f\u6591\u9ede\u7684\u5b58\u5728\u3002AI\u8996\u89ba\u5247\u5f9e\u7d66\u5b9a\u7684\u7bc4\u4f8b\u4e2d\u5b78\u7fd2\u3002\u96d6\u7136\u57fa\u65bc\u898f\u5247\u7684\u8996\u89ba\u5728\u7cbe\u78ba\u6e2c\u91cf\u3001\u5b58\u5728\u6aa2\u67e5\u548c\u8b80\u53d6\u4ee3\u78bc\u65b9\u9762\u8868\u73fe\u8f03\u4f73\uff0cAI\u8996\u89ba\u5247\u80fd\u8655\u7406\u6bcf\u6b21\u5916\u89c0\u4e0d\u540c\u7684\u7f3a\u9677\u3002\u5927\u591a\u6578\u751f\u7522\u7dda\u540c\u6642\u63a1\u7528\u9019\u5169\u7a2e\u8996\u89ba\u6280\u8853\u3002.<\/p>\n<h3>AI\u8996\u89ba\u80fd\u53d6\u4ee3AOI\u55ce\uff1f<\/h3>\n<p>\u901a\u5e38\u4e0d\u80fd\u3002AOI\u6a5f\u5668\u5c08\u70ba\u5370\u5237\u96fb\u8def\u677f\u8a2d\u8a08\uff0c\u914d\u5099\u5167\u5efa\u7167\u660e\u3001\u7a0b\u5f0f\u8a2d\u8a08\u548c\u5eab\u4ee5\u6aa2\u6e2c\u710a\u9ede\u548c\u5143\u4ef6\u3002\u96d6\u7136AI\u8d8a\u4f86\u8d8a\u591a\u61c9\u7528\u65bcAOI\u4ee5\u907f\u514d\u8aa4\u5831\uff0c\u4f46\u70ba\u65b7\u8def\u5668\u7b49\u6a5f\u68b0\u958b\u767c\u7684AI\u8996\u89ba\u7cfb\u7d71\u53ef\u4ee5\u53d6\u4ee3PC\u4e0a\u7684AOI\uff0c\u53cd\u4e4b\u4ea6\u7136\u3002.<\/p>\n<h3>\u8a13\u7df4AI\u8996\u89ba\u6aa2\u6e2c\u7cfb\u7d71\u9700\u8981\u591a\u5c11\u5f35\u5716\u7247\uff1f<\/h3>\n<p>\u9019\u901a\u5e38\u53d6\u6c7a\u65bc\u7f3a\u9677\u985e\u578b\u53ca\u6aa2\u6e2c\u65b9\u6cd5\u3002\u6709\u4e9b\u4f9b\u61c9\u5546\u5efa\u8b70\u8d77\u59cb\u7684\u6700\u4f4e\u6578\u91cf\uff0c\u897f\u9580\u5b50Inspekto\u5efa\u8b70\u7d0420-30\u5f35\u826f\u54c1\u5716\u7247\uff0c\u800cCognex\u7684In-Sight L38\u6bcf\u500b\u4efb\u52d9\u50c5\u97005-10\u5f35\u6a19\u8a3b\u5716\u7247\u3002\u7136\u800c\uff0c\u5728\u5927\u591a\u6578\u60c5\u6cc1\u4e0b\uff0c\u53ef\u9760\u7684\u751f\u7522\u6a21\u578b\u78ba\u5be6\u9700\u8981\u6578\u767e\u5f35\u5728\u7a69\u5b9a\u5149\u7167\u689d\u4ef6\u4e0b\u7684\u300c\u826f\u54c1\u300d\u5716\u7247\uff0c\u4ee5\u53ca\u6bcf\u7a2e\u7f3a\u9677\u985e\u578b\u7684\u7bc4\u4f8b\u3002.<\/p>\n<h3>\u4ec0\u9ebc\u662f\u8996\u89ba\u6aa2\u6e2c\u4e2d\u7684\u8aa4\u62d2\uff1f<\/h3>\n<p>\u8aa4\u62d2\u5b9a\u7fa9\u70ba\u932f\u8aa4\u62d2\u7d55\u5be6\u969b\u72c0\u6cc1\u826f\u597d\u7684\u5143\u4ef6\u3002\u8aa4\u62d2\u7387\u5373\u70ba\u88ab\u62d2\u7d55\u7684\u826f\u54c1\u767e\u5206\u6bd4\u3002\u9019\u5f88\u91cd\u8981\uff0c\u56e0\u70ba\u6bcf\u6b21\u8aa4\u62d2\u4e0d\u50c5\u9020\u6210\u6750\u6599\u640d\u5931\uff0c\u9084\u9700\u82b1\u8cbb\u8fd4\u5de5\u6642\u9593\uff0c\u82e5\u6bd4\u4f8b\u904e\u9ad8\uff0c\u5de5\u4eba\u6703\u958b\u59cb\u5931\u53bb\u5c0d\u7cfb\u7d71\u7684\u4fe1\u4efb\uff0c\u751a\u81f3\u5ffd\u8996\u5b83\u3002.<\/p>\n<h3>AI\u8996\u89ba\u6aa2\u6e2c\u9069\u7528\u65bc\u65b7\u8def\u5668\u7d44\u88dd\u55ce\uff1f<\/h3>\n<p>\u78ba\u5be6\uff0c\u96f7\u5c04\u6a19\u8a18\u53ef\u7528\u65bc\u8996\u89ba\u6aa2\u6e2c\uff0c\u5305\u62ec\u5916\u6bbc\u640d\u50b7\u548c\u6536\u7e2e\u554f\u984c\u3002\u7136\u800c\uff0c\u5b83\u7121\u6cd5\u53d6\u4ee3\u96fb\u6c23\u6e2c\u8a66\uff0c\u56e0\u6b64\u8df3\u812b\u66f2\u7dda\u3001\u63a5\u89f8\u96fb\u963b\u3001\u4ecb\u96fb\u5f37\u5ea6\u548c\u5269\u9918\u96fb\u6d41\u8df3\u812b\u6642\u9593\u9700\u5728\u6e2c\u8a66\u53f0\u6e2c\u91cf\uff0c\u8996\u89ba\u8207\u96fb\u6c23\u6578\u64da\u4ee5\u76f8\u540c\u5e8f\u865f\u4fdd\u5b58\u3002.<\/p>\n<h2>\u7d50\u8ad6<\/h2>\n<p>\u6a5f\u5668\u8996\u89ba\u7121\u6cd5\u53d6\u4ee3\u6240\u6709\u65e2\u6709\u6280\u8853\u3002\u4ecd\u9700\u4f7f\u7528\u6e2c\u91cf\u8a2d\u5099\u548c\u4ee3\u78bc\u8b80\u53d6\u5668\u3002\u6e2c\u8a66\u53f0\u4ecd\u6c7a\u5b9a\u65b7\u8def\u5668\u662f\u5426\u53ca\u6642\u8df3\u812b\u3002AI\u5177\u5099\u8a55\u4f30\u6bcf\u6b21\u8b8a\u5316\u7684\u7f3a\u9677\u6a21\u5f0f\u7684\u80fd\u529b\uff0c\u4e14\u5373\u4f7f\u6280\u8853\u8b8a\u66f4\uff0c\u4e5f\u7121\u9700\u4eba\u5de5\u91cd\u5beb\u898f\u5247\u5373\u53ef\u7dad\u6301\u8a55\u4f30\u3002.<\/p>\n<p>\u5f9e\u6a5f\u5668\u8996\u89ba\u6280\u8853\u4e2d\u7372\u76ca\u7684\u516c\u53f8\uff0c\u901a\u5e38\u5f9e\u7c21\u55ae\u7684\u4e8b\u60c5\u505a\u8d77\uff0c\u5982\u8abf\u6574\u7167\u660e\u6216\u8aa0\u5be6\u5617\u8a66\u4e86\u89e3\u5be6\u969b\u88ab\u62d2\u7d55\u7684\u9805\u76ee\u6578\u91cf\uff0c\u4e26\u5c07\u6bcf\u5f35\u5716\u7247\u8207\u5e8f\u865f\u9023\u7d50\u3002.<\/p>\n<h2>\u53c3\u8003\u6587\u737b<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.vision-systems.com\/home\/article\/14174332\/deep-learning-powered-smart-camera-introduced-by-cognex\" target=\"_blank\" rel=\"noopener\">\u8996\u89ba\u7cfb\u7d71\u8a2d\u8a08 \u2013 Cognex \u63a8\u51fa\u7684\u6df1\u5ea6\u5b78\u7fd2\u667a\u80fd\u76f8\u6a5f\uff08In-Sight D900\uff09<\/a><\/li>\n<li><a href=\"https:\/\/www.aerospacemanufacturinganddesign.com\/product\/ai-powered-3d-vision-system\" target=\"_blank\" rel=\"noopener\">Cognex In-Sight L38 AI \u9a45\u52d5\u7684 3D \u8996\u89ba\u7cfb\u7d71<\/a> \u2013 \u57fa\u65bc\u7bc4\u4f8b\u7684\u8a13\u7df4\uff0c\u6bcf\u500b\u4efb\u52d9\u4f7f\u7528 5\u201310 \u5f35\u6a19\u8a18\u5716\u50cf\u3002.<\/li>\n<li><a href=\"https:\/\/keyence.com\/products\/sensor\/vision-sensor\/iv4\" target=\"_blank\" rel=\"noopener\">Keyence \u2013 \u5167\u5efa AI \u7684 IV4 \u7cfb\u5217\u8996\u89ba\u611f\u6e2c\u5668<\/a><\/li>\n<li><a href=\"https:\/\/www.vision-systems.com\/factory\/manufacturing\/article\/14305479\/siemens-acquires-automated-visual-inspection-startup\" target=\"_blank\" rel=\"noopener\">\u8996\u89ba\u7cfb\u7d71\u8a2d\u8a08 \u2013 \u897f\u9580\u5b50\u6536\u8cfc\u81ea\u52d5\u5316\u8996\u89ba\u6aa2\u6e2c\u65b0\u5275\u516c\u53f8 Inspekto\uff082024\uff09<\/a><\/li>\n<li><a href=\"https:\/\/references.siemens.com\/en\/reference?id=37527\" target=\"_blank\" rel=\"noopener\">\u897f\u9580\u5b50 \u2013 \u4f7f\u7528\u4eba\u5de5\u667a\u6167\u7684\u53ef\u64f4\u5c55\u8996\u89ba\u54c1\u8cea\u6aa2\u6e2c\uff08\u53c3\u8003\u5c08\u6848\uff09<\/a><\/li>\n<li><a href=\"https:\/\/www.bmwgroup.com\/en\/news\/general\/2023\/aiqx.html\" target=\"_blank\" rel=\"noopener\">BMW \u96c6\u5718 \u2013 AI \u5982\u4f55\u9769\u65b0\u751f\u7522\uff08AIQX\uff09<\/a><\/li>\n<li><a href=\"https:\/\/nvidianews.nvidia.com\/news\/worlds-leading-electronics-manufacturers-adopt-nvidia-generative-ai-and-omniverse-to-digitalize-state-of-the-art-factories\" target=\"_blank\" rel=\"noopener\">Nvidia \u2013 \u96fb\u5b50\u88fd\u9020\u5546\u63a1\u7528 Metropolis \u5de5\u5ee0\u89e3\u6c7a\u65b9\u6848\uff082023\uff09<\/a><\/li>\n<li><a href=\"https:\/\/www.weforum.org\/media\/new-global-lighthouse-sites-demonstrate-how-ai-is-rewiring-manufacturing-and-supply-chains\/\" target=\"_blank\" rel=\"noopener\">\u4e16\u754c\u7d93\u6fdf\u8ad6\u58c7 \u2013 \u65b0\u5168\u7403\u71c8\u5854\u5de5\u5ee0\u540d\u55ae\uff082026 \u5e74 6 \u6708\uff09<\/a><\/li>\n<li><a href=\"https:\/\/www.aiag.org\/expertise-areas\/quality\/continuous-quality-improvement\/special-process-assessments\" target=\"_blank\" rel=\"noopener\">AIAG \u2013 \u7279\u6b8a\u88fd\u7a0b\u8a55\u4f30\u8207 CQI-38 AI \u8996\u89ba\u6aa2\u6e2c\u61c9\u7528\u8207\u8a55\u4f30\u6307\u5357\uff082026 \u5e74 6 \u6708\uff09<\/a><\/li>\n<\/ul>\n<h2>\u60f3\u8981\u5c0d\u6bcf\u500b\u65b7\u8def\u5668\u9032\u884c\u8996\u89ba\u6aa2\u6e2c\u8207\u96fb\u6c23\u6e2c\u8a66\u55ce\uff1f<\/h2>\n<p>\u5982\u679c\u60a8\u751f\u7522 MCB\u3001MCCB\u3001RCCB \u6216\u63a5\u89f8\u5668\uff0c\u4e26\u9700\u8981\u5c0d\u6bcf\u4ef6\u7522\u54c1\u9032\u884c\u8996\u89ba\u8207\u96fb\u6c23\u6aa2\u6e2c\uff0c\u6211\u5011\u6b61\u8fce\u60a8\u63d0\u4f9b\u7522\u54c1\u6a23\u672c\u3001\u6240\u9700\u7684\u898f\u683c\u7d50\u679c\u4ee5\u53ca\u76ee\u524d\u6aa2\u6e2c\u65b9\u5f0f\u7684\u7c21\u8981\u8aaa\u660e\u3002\u6211\u5011\u7684\u5de5\u7a0b\u5e2b\u5c07\u5224\u65b7\u54ea\u4e9b\u6aa2\u6e2c\u53ef\u900f\u904e\u898f\u5247\u57fa\u790e\u8996\u89ba\u958b\u767c\uff0c\u54ea\u4e9b\u53ef\u501f\u52a9 AI \u5b8c\u6210\uff0c\u54ea\u4e9b\u9700\u5728\u6e2c\u8a66\u53f0\u4e0a\u9032\u884c\uff0c\u4e26\u5354\u52a9\u60a8\u5c07\u6240\u6709\u6aa2\u6e2c\u9023\u63a5\u81f3\u60a8\u7684 MES\u3002.<\/p>\n<p><a href=\"https:\/\/benlongkj.com\/zh-ct\/contact-us\/\">\u7533\u8acb\u514d\u8cbb\u751f\u7522\u7dda\u8a55\u4f30 \u2192<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>The miniature circuit breaker is one step away from having its cover snapped in place. Within two or three seconds, the camera must check that the rivets are present, the handle is mounted the correct way up and the laser marks have been made. The rule-based vision system sees a rivet with slightly more shine [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":1994,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1992","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"blocksy_meta":[],"acf":[],"_links":{"self":[{"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/posts\/1992","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/comments?post=1992"}],"version-history":[{"count":1,"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/posts\/1992\/revisions"}],"predecessor-version":[{"id":1997,"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/posts\/1992\/revisions\/1997"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/media\/1994"}],"wp:attachment":[{"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/media?parent=1992"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/categories?post=1992"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/benlongkj.com\/zh-ct\/wp-json\/wp\/v2\/tags?post=1992"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}