{"id":206,"date":"2026-06-29T14:31:19","date_gmt":"2026-06-29T06:31:19","guid":{"rendered":"https:\/\/www.erwa.cn\/?p=206"},"modified":"2026-06-29T14:42:12","modified_gmt":"2026-06-29T06:42:12","slug":"%e7%8e%b0%e5%9c%a8%e6%9f%94%e6%80%a7%e7%94%9f%e4%ba%a7%ef%bc%8c%e8%b6%85%e7%ba%a7%e5%b7%a5%e5%8e%82%e7%9a%84mes%e5%b8%b8%e8%a7%84%ef%bc%8c%e5%b8%b8%e7%94%a8%e7%9a%84%e7%b3%bb%e7%bb%9f%e6%9e%b6","status":"publish","type":"post","link":"https:\/\/www.erwa.cn\/index.php\/2026\/06\/29\/%e7%8e%b0%e5%9c%a8%e6%9f%94%e6%80%a7%e7%94%9f%e4%ba%a7%ef%bc%8c%e8%b6%85%e7%ba%a7%e5%b7%a5%e5%8e%82%e7%9a%84mes%e5%b8%b8%e8%a7%84%ef%bc%8c%e5%b8%b8%e7%94%a8%e7%9a%84%e7%b3%bb%e7%bb%9f%e6%9e%b6\/","title":{"rendered":"\u73b0\u5728\u67d4\u6027\u751f\u4ea7\uff0c\u8d85\u7ea7\u5de5\u5382\u7684MES\u5e38\u89c4\uff0c\u5e38\u7528\u7684\u7cfb\u7edf\u67b6\u6784\u2764\ufe0f"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u7ed3\u8bba\uff1a<strong>\u73b0\u5728\u8d85\u7ea7\u5de5\u5382\u7684 MES \u67b6\u6784\u5206\u4e24\u6d3e \u2014\u2014 \u4f20\u7edf\u5de5\u4e1a\u6d3e\u548c\u4e92\u8054\u7f51\u65b0\u6d3e\uff0c\u5dee\u522b\u5f88\u5927<\/strong><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u5927\u5382\uff08\u897f\u95e8\u5b50\u3001SAP\u3001\u5bcc\u58eb\u5eb7\u8001\u7cfb\u7edf\uff09\u504f\u7a33\uff0c\u4e0d\u7528 Redis\/MQ \u4e5f\u80fd\u8dd1\uff1b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65b0\u4e00\u4ee3\u706f\u5854\u5de5\u5382 \/ \u5de5\u4e1a\u4e92\u8054\u7f51\u6d3e\uff0c\u559c\u6b22\u5fae\u670d\u52a1\u3001\u4e91\u8fb9\u534f\u540c\u3001\u6d88\u606f\u961f\u5217\u5168\u5957\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u5f53\u524d\u8d85\u7ea7\u5de5\u5382 MES \u7684\u4e3b\u6d41\u67b6\u6784\uff08\u4e94\u5c42\u6807\u51c6\u67b6\u6784\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u7ba1\u662f\u54ea\u4e00\u6d3e\uff0c\u57fa\u672c\u90fd\u9075\u5faa <strong>ISA-95 \u6807\u51c6<\/strong> \u7684\u5206\u5c42\u601d\u8def\uff0c\u4ece\u4e0a\u5230\u4e0b\u5927\u6982 5 \u5c42\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">plaintext<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n\u2502  \u5e94\u7528\u5c42\uff08L5\uff09\uff1aMES\u529f\u80fd\u6a21\u5757          \u2502\n\u2502  \u5de5\u5355\u3001\u62a5\u5de5\u3001\u8d28\u91cf\u3001\u8ffd\u6eaf\u3001OEE\u3001\u770b\u677f   \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502  \u4e1a\u52a1\u5e73\u53f0\u5c42\uff08L4\uff09\uff1a\u5fae\u670d\u52a1\/\u4e1a\u52a1\u4e2d\u53f0   \u2502\n\u2502  \u670d\u52a1\u7f16\u6392\u3001\u6d41\u7a0b\u5f15\u64ce\u3001\u89c4\u5219\u5f15\u64ce       \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502  \u6570\u636e\u5c42\uff08L3\uff09\uff1a\u6570\u636e\u5b58\u50a8\u4e0e\u5904\u7406       \u2502\n\u2502  \u5173\u7cfb\u5e93\u3001\u65f6\u5e8f\u5e93\u3001\u6570\u636e\u6e56\u3001\u6d88\u606f\u961f\u5217   \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502  \u91c7\u96c6\/\u8fb9\u7f18\u5c42\uff08L2\uff09\uff1a\u8bbe\u5907\u63a5\u5165        \u2502\n\u2502  \u5de5\u4e1a\u7f51\u5173\u3001OPC UA\u3001\u8fb9\u7f18\u8ba1\u7b97         \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502  \u8bbe\u5907\u5c42\uff08L1\uff09\uff1a\u751f\u4ea7\u8bbe\u5907             \u2502\n\u2502  PLC\u3001SMT\u3001\u673a\u5668\u4eba\u3001\u4f20\u611f\u5668\u3001AGV      \u2502\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/code>\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u4e24\u6d3e\u67b6\u6784\u5bf9\u6bd4<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u6d3e 1\uff1a\u4f20\u7edf\u5de5\u4e1a\u6d3e\uff08\u897f\u95e8\u5b50\u3001SAP\u3001\u7f57\u514b\u97e6\u5c14\u3001\u56fd\u5185\u8001\u724c MES\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4ee3\u8868\uff1a<\/strong> \u897f\u95e8\u5b50 Opcenter\u3001SAP ME\u3001\u5b9d\u4fe1\u3001\u77f3\u5316\u76c8\u79d1\u3001\u5bcc\u58eb\u5eb7\u8001\u7cfb\u7edf<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u67b6\u6784\u7279\u70b9\uff1a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5355\u4f53\u6216\u7b80\u5355\u5206\u5c42<\/strong>\uff0c\u4e0d\u662f\u5fae\u670d\u52a1<\/li>\n\n\n\n<li><strong>\u6838\u5fc3\u6570\u636e\u5b58\u5728\u5173\u7cfb\u578b\u6570\u636e\u5e93<\/strong>\uff08Oracle\/SQL Server \u4e3a\u4e3b\uff09<\/li>\n\n\n\n<li><strong>\u8bbe\u5907\u91c7\u96c6\u8d70\u4e13\u7528\u534f\u8bae<\/strong>\uff08OPC\u3001Modbus\u3001\u4e13\u7528\u7f51\u5173\uff09<\/li>\n\n\n\n<li><strong>\u91cd\u4e1a\u52a1\u6d41\u7a0b\uff0c\u8f7b\u5927\u6570\u636e<\/strong><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u7528\u4e0d\u7528 Redis \u548c MQ\uff1f<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5927\u591a\u4e0d\u7528 Redis<\/strong>\uff1a\u7f13\u5b58\u76f4\u63a5\u7528\u5e94\u7528\u5185\u5b58\u6216\u6570\u636e\u5e93<\/li>\n\n\n\n<li><strong>\u6d88\u606f\u961f\u5217\u7528\u5f97\u5c11<\/strong>\uff1a\u7cfb\u7edf\u95f4\u96c6\u6210\u7528 ESB \/ \u4e2d\u95f4\u4ef6\uff0c\u4e0d\u662f\u4e92\u8054\u7f51\u90a3\u79cd Kafka<\/li>\n\n\n\n<li><strong>\u4e0d\u662f\u4e0d\u4f1a\uff0c\u662f\u4e0d\u9700\u8981<\/strong>\uff1a\u5e76\u53d1\u4e0d\u9ad8\u3001\u4e1a\u52a1\u7a33\u5b9a\u3001\u8ffd\u6c42\u7a33\u4e0d\u8ffd\u65b0<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7a33\uff0c\u8dd1\u4e86\u5341\u51e0\u5e74\u7684\u90fd\u6709<\/li>\n\n\n\n<li>\u5de5\u4e1a know-how \u6df1\uff0c\u884c\u4e1a\u9002\u914d\u597d<\/li>\n\n\n\n<li>\u8fd0\u7ef4\u7b80\u5355\uff0cDBA \u5c31\u80fd\u641e\u5b9a<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6269\u5c55\u6027\u5dee\uff0c\u52a0\u529f\u80fd\u6162<\/li>\n\n\n\n<li>\u6d77\u91cf\u8bbe\u5907\u91c7\u96c6\u6709\u70b9\u5403\u529b<\/li>\n\n\n\n<li>\u754c\u9762\u4e11\uff0c\u4f53\u9a8c\u5dee<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u6d3e 2\uff1a\u4e92\u8054\u7f51\u65b0\u6d3e\uff08\u706f\u5854\u5de5\u5382\u3001\u5de5\u4e1a\u4e92\u8054\u7f51\u5e73\u53f0\u3001\u521b\u4e1a\u516c\u53f8\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4ee3\u8868\uff1a<\/strong> \u5bcc\u58eb\u5eb7\u65b0\u706f\u5854\u5de5\u5382\u3001\u963f\u91cc\u7280\u725b\u667a\u9020\u3001\u6811\u6839\u4e92\u8054\u3001\u6d77\u5c14\u5361\u5965\u65af\u3001\u521b\u4e1a\u516c\u53f8 MES<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u67b6\u6784\u7279\u70b9\uff1a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5fae\u670d\u52a1\u67b6\u6784<\/strong>\uff0c\u6309\u529f\u80fd\u62c6\u6210\u72ec\u7acb\u670d\u52a1<\/li>\n\n\n\n<li><strong>\u4e91\u8fb9\u534f\u540c<\/strong>\uff1a\u8fb9\u7f18\u7aef\u91c7\u96c6 + \u5b9e\u65f6\u5904\u7406\uff0c\u4e91\u7aef\u5b58\u5927\u6570\u636e + \u5168\u5c40\u4f18\u5316<\/li>\n\n\n\n<li><strong>\u6d88\u606f\u961f\u5217\u662f\u6807\u914d<\/strong>\uff08Kafka\/RabbitMQ\uff09\uff0c\u6570\u636e\u4ece\u8bbe\u5907\u5230\u5e94\u7528\u5168\u94fe\u8def\u5f02\u6b65<\/li>\n\n\n\n<li><strong>\u591a\u6570\u636e\u5e93\u6df7\u642d<\/strong>\uff1a\u5173\u7cfb\u5e93 + \u65f6\u5e8f\u5e93 + \u6587\u6863\u5e93 + \u6570\u636e\u6e56<\/li>\n\n\n\n<li><strong>Redis \u7528\u6765\u505a\u7f13\u5b58\u3001\u5b9e\u65f6\u8ba1\u7b97\u3001\u5206\u5e03\u5f0f\u9501<\/strong><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u5178\u578b\u6280\u672f\u6808\uff1a<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">plaintext<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>\u8bbe\u5907\u63a5\u5165\uff1aOPC UA\u3001MQTT\u3001\u5de5\u4e1a\u7f51\u5173\n\u8fb9\u7f18\u5c42\uff1a\u8fb9\u7f18\u7f51\u5173 + \u6d41\u5904\u7406\uff08Flink\/Spark\uff09\n\u6d88\u606f\u961f\u5217\uff1aKafka \/ RabbitMQ\n\u6570\u636e\u5b58\u50a8\uff1a\n  - \u4e1a\u52a1\u6570\u636e\uff1aMySQL\/PostgreSQL\/OceanBase\n  - \u65f6\u5e8f\u6570\u636e\uff1aInfluxDB\/TDengine\/\u65f6\u5e8f\u5e93\n  - \u7f13\u5b58\uff1aRedis\n  - \u5927\u6570\u636e\uff1aHadoop\/ClickHouse\n\u5e94\u7528\u5c42\uff1a\u5fae\u670d\u52a1\uff08Spring Cloud\uff09 + \u524d\u7aef\uff08Vue\/React\uff09<\/code>\n<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6269\u5c55\u6027\u5f3a\uff0c\u52a0\u8bbe\u5907\u52a0\u529f\u80fd\u5feb<\/li>\n\n\n\n<li>\u6d77\u91cf\u6570\u636e\u5904\u7406\u80fd\u529b\u5f3a<\/li>\n\n\n\n<li>\u754c\u9762\u597d\u770b\uff0c\u4f53\u9a8c\u597d<\/li>\n\n\n\n<li>\u9002\u5408\u67d4\u6027\u751f\u4ea7\u3001\u591a\u54c1\u79cd\u5c0f\u6279\u91cf<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u590d\u6742\uff0c\u8fd0\u7ef4\u91cd<\/li>\n\n\n\n<li>\u51fa\u95ee\u9898\u6392\u67e5\u96be<\/li>\n\n\n\n<li>\u5de5\u4e1a know-how \u4e0d\u5982\u4f20\u7edf\u6d3e<\/li>\n\n\n\n<li>\u6709\u4e9b\u662f \"\u4e3a\u4e86\u6280\u672f\u800c\u6280\u672f\"\uff0c\u5b9e\u9645\u4ef7\u503c\u5b58\u7591<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u67d4\u6027\u751f\u4ea7\u5bf9 MES \u67b6\u6784\u7684\u7279\u6b8a\u8981\u6c42<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u67d4\u6027\u751f\u4ea7\uff08\u591a\u54c1\u79cd\u3001\u5c0f\u6279\u91cf\u3001\u5feb\u901f\u6362\u578b\uff09\u5bf9\u67b6\u6784\u7684\u8981\u6c42\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u914d\u7f6e\u5316\u3001\u4f4e\u4ee3\u7801<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ea7\u54c1\u5de5\u827a\u3001\u6d41\u7a0b\u7ecf\u5e38\u53d8<\/li>\n\n\n\n<li>\u4e0d\u80fd\u6bcf\u6b21\u90fd\u6539\u4ee3\u7801<\/li>\n\n\n\n<li>\u6240\u4ee5\u65b0\u4e00\u4ee3 MES \u90fd\u641e\u4f4e\u4ee3\u7801\u3001\u53ef\u914d\u7f6e<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u6570\u636e\u5b9e\u65f6\u6027\u8981\u6c42\u9ad8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6362\u578b\u5feb\uff0c\u8bbe\u5907\u72b6\u6001\u53d8\u5316\u5feb<\/li>\n\n\n\n<li>\u9700\u8981\u5b9e\u65f6\u76d1\u63a7\u3001\u5b9e\u65f6\u8c03\u6574<\/li>\n\n\n\n<li>\u6240\u4ee5\u8fb9\u7f18\u8ba1\u7b97\u3001\u6d41\u5904\u7406\u7528\u5f97\u591a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u7cfb\u7edf\u96c6\u6210\u8981\u6c42\u9ad8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8981\u548c ERP\u3001WMS\u3001APS\u3001PLC\u3001AGV\u3001\u673a\u5668\u4eba\u5bf9\u63a5<\/li>\n\n\n\n<li>\u63a5\u53e3\u591a\uff0c\u6570\u636e\u6d41\u8f6c\u590d\u6742<\/li>\n\n\n\n<li>\u6240\u4ee5\u6d88\u606f\u961f\u5217\u3001\u670d\u52a1\u603b\u7ebf\u7528\u5f97\u591a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u6570\u636e\u91cf\u5927<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u67d4\u6027\u751f\u4ea7\u8bbe\u5907\u591a\u3001\u54c1\u79cd\u591a\u3001\u6570\u636e\u7ef4\u5ea6\u591a<\/li>\n\n\n\n<li>\u91c7\u96c6\u9891\u7387\u9ad8<\/li>\n\n\n\n<li>\u6240\u4ee5\u65f6\u5e8f\u5e93\u3001\u5927\u6570\u636e\u5e73\u53f0\u7528\u5f97\u591a<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u8d85\u7ea7\u5de5\u5382\u7684\u5178\u578b\u90e8\u7f72\u6a21\u5f0f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u5f0f 1\uff1a\u5355\u5de5\u5382\u96c6\u4e2d\u5f0f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6240\u6709\u7cfb\u7edf\u90fd\u90e8\u7f72\u5728\u5de5\u5382\u672c\u5730<\/li>\n\n\n\n<li>\u6570\u636e\u4e0d\u51fa\u53bb\uff0c\u5b89\u5168<\/li>\n\n\n\n<li>\u9002\u5408\u5355\u4e00\u5927\u5382<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u5f0f 2\uff1a\u4e91\u8fb9\u534f\u540c\uff08\u96c6\u56e2\u591a\u5de5\u5382\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u603b\u90e8\u4e91\u7aef\uff1a\u5168\u5c40\u4f18\u5316\u3001\u5927\u6570\u636e\u5206\u6790\u3001\u6a21\u578b\u8bad\u7ec3<\/li>\n\n\n\n<li>\u5de5\u5382\u8fb9\u7f18\uff1a\u5b9e\u65f6\u91c7\u96c6\u3001\u5b9e\u65f6\u63a7\u5236\u3001\u672c\u5730 MES<\/li>\n\n\n\n<li>\u6570\u636e\u53cc\u5411\u540c\u6b65\uff1a\u6838\u5fc3\u6570\u636e\u4e0a\u4e91\uff0c\u8fb9\u7f18\u6307\u4ee4\u4e0b\u53d1<\/li>\n\n\n\n<li>\u9002\u5408\u96c6\u56e2\u578b\u3001\u591a\u5de5\u5382\u4f01\u4e1a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u5f0f 3\uff1a\u5168\u4e91\u5316<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>MES \u76f4\u63a5\u8dd1\u5728\u4e91\u4e0a<\/li>\n\n\n\n<li>\u5de5\u5382\u901a\u8fc7\u4e13\u7ebf \/ 5G \u8fde\u4e91\u7aef<\/li>\n\n\n\n<li>\u9002\u5408\u4e2d\u5c0f\u4f01\u4e1a\uff0c\u6216\u8005\u5bf9\u5b9e\u65f6\u6027\u8981\u6c42\u4e0d\u9ad8\u7684\u573a\u666f<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u7ed9\u4f60\u7684\u5efa\u8bae\uff08\u7ed3\u5408\u4f60\u7684\u60c5\u51b5\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f60\u7684\u60c5\u51b5\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>4000 \u8bbe\u5907 \/ \u91c7\u96c6\u70b9<\/li>\n\n\n\n<li>\u81ea\u5df1\u5f00\u53d1\uff0cC# \u6280\u672f\u6808<\/li>\n\n\n\n<li>\u8fd0\u7ef4\u80fd\u529b\u4e00\u822c<\/li>\n\n\n\n<li>\u505a MES + OEE + \u8ffd\u6eaf<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u63a8\u8350\u67b6\u6784\uff1a<strong>\"\u4f20\u7edf\u6d3e\u4e3a\u4e3b\uff0c\u65b0\u6d3e\u4e3a\u8f85\"\uff0c\u522b\u4e0a\u6765\u5c31\u641e\u5fae\u670d\u52a1\u5168\u5957<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\u521d\u671f\u67b6\u6784\uff08\u7b80\u5355\u3001\u7a33\u3001\u597d\u7ef4\u62a4\uff09\uff1a<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">plaintext<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>\u8bbe\u5907\u5c42 \u2192 \u91c7\u96c6\u7f51\u5173\/OPC \u2192 C#\u91c7\u96c6\u670d\u52a1 \u2192 \u6570\u636e\u5e93\n                                       \u2193\n                                  MES\u4e1a\u52a1\u7cfb\u7edf\uff08\u5355\u4f53\u6216\u7b80\u5355\u5206\u5c42\uff09\n                                       \u2193\n                                  \u524d\u7aef\uff08Web\/\u79fb\u52a8\u7aef\uff09<\/code>\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6570\u636e\u5e93\u7ec4\u5408\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>OceanBase\uff1a\u4e1a\u52a1\u6570\u636e\uff08\u5de5\u5355\u3001\u62a5\u5de5\u3001\u8d28\u91cf\u3001\u8ffd\u6eaf\uff09<\/li>\n\n\n\n<li>TDengine\uff1a\u65f6\u5e8f\u91c7\u96c6\u6570\u636e\uff08\u8bbe\u5907\u53c2\u6570\u3001\u72b6\u6001\uff09<\/li>\n\n\n\n<li>\u4e0d\u7528 Redis\uff1a\u5e94\u7528\u5185\u5b58\u7f13\u5b58\u70ed\u70b9\u6570\u636e<\/li>\n\n\n\n<li>\u4e0d\u7528\u6d88\u606f\u961f\u5217\uff1a\u5e94\u7528\u5c42\u6279\u91cf\u5199\u5165 + \u672c\u5730\u6587\u4ef6\u515c\u5e95<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7406\u7531\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>4000 \u8bbe\u5907\uff0c\u6570\u636e\u91cf\u771f\u4e0d\u5927\uff0c\u76f4\u63a5\u5199\u5e93\u6ca1\u95ee\u9898<\/li>\n\n\n\n<li>\u7b80\u5355\u67b6\u6784\uff0c\u51fa\u95ee\u9898\u597d\u6392\u67e5<\/li>\n\n\n\n<li>\u4f60\u8fd0\u7ef4\u80fd\u529b\u4e00\u822c\uff0c\u5c11\u7ec4\u4ef6\u5c11\u64cd\u5fc3<\/li>\n\n\n\n<li>\u5148\u8dd1\u8d77\u6765\u9a8c\u8bc1\u4e1a\u52a1\uff0c\u6bd4\u4ec0\u4e48\u90fd\u91cd\u8981<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u540e\u671f\u6f14\u8fdb\uff08\u6570\u636e\u91cf\u5927\u4e86\u3001\u7cfb\u7edf\u590d\u6742\u4e86\u518d\u52a0\uff09\uff1a<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">plaintext<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>\u8bbe\u5907 \u2192 \u8fb9\u7f18\u7f51\u5173 \u2192 \u6d88\u606f\u961f\u5217\uff08Kafka\uff09 \u2192 \u6d41\u5904\u7406 \u2192 \u65f6\u5e8f\u5e93\n                                      \u2193\n                                   \u4e1a\u52a1\u6570\u636e \u2192 OceanBase\n                                      \u2193\n                                \u5fae\u670d\u52a1MES\u5e94\u7528 \u2192 Redis\u7f13\u5b58\n                                      \u2193\n                                   \u524d\u7aef\/\u770b\u677f\/APP<\/code>\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4ec0\u4e48\u65f6\u5019\u52a0\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bbe\u5907\u7ffb\u51e0\u500d\uff0c\u6bcf\u79d2\u4e0a\u4e07\u6761\u5199\u5165<\/li>\n\n\n\n<li>\u7cfb\u7edf\u6a21\u5757\u591a\u4e86\uff0c\u5355\u4f53\u7ef4\u62a4\u4e0d\u52a8\u4e86<\/li>\n\n\n\n<li>\u5b9e\u65f6\u6027\u8981\u6c42\u66f4\u9ad8\uff0c\u6beb\u79d2\u7ea7\u54cd\u5e94<\/li>\n\n\n\n<li>\u591a\u5de5\u5382\u3001\u96c6\u56e2\u5316\u4e86<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u4e00\u53e5\u8bdd\u603b\u7ed3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8d85\u7ea7\u5de5\u5382 MES \u6ca1\u6709 \"\u6807\u51c6\u7b54\u6848\"\uff0c\u4f20\u7edf\u6d3e\u7a33\uff0c\u65b0\u6d3e\u70ab\uff0c\u9002\u5408\u81ea\u5df1\u7684\u624d\u662f\u6700\u597d\u7684\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u7684\u9636\u6bb5\uff0c\u5148\u641e\u4e2a\u7b80\u5355\u53ef\u9760\u7684\u67b6\u6784\u8dd1\u8d77\u6765\uff0c\u6bd4\u8ffd\u4ec0\u4e48 \"\u5fae\u670d\u52a1\u3001\u4e91\u539f\u751f\u3001\u5de5\u4e1a\u4e92\u8054\u7f51\" \u6982\u5ff5\u9760\u8c31\u5f97\u591a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5de5\u5382\u91cc\uff0c\u80fd\u7a33\u5b9a\u8dd1\u4e09\u5e74\u4e0d\u51fa\u4e8b\u7684\u7cfb\u7edf\uff0c\u5c31\u662f\u597d\u7cfb\u7edf\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udfaf\u8981\u505a\u5c31\u8981\u62bc\u6ce8\u672a\u6765\uff0c\u4e0d\u8981\u6539\u8fc7\u53bb\u6539\u8fc7\u6765\u3002<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u5728\u4e0d\u884c\uff0c\u5c31\u5206\u591a\u6761MES\u4ea7\u54c1\u8def\u7ebf\uff0c\u591a\u4e2a\u56e2\u961f\u5f00\u53d1\u591a\u4e2a\u4ea7\u54c1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u70b9\uff1a\u9aa8\u67b6\u8981\u505a\u597d\uff0c\u9aa8\u67b6\u4e00\u5b9a\u8981\u9760\u8c31\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>MES \u8fd9\u79cd\u751f\u4ea7\u7cfb\u7edf\uff0c\u67b6\u6784\u9aa8\u67b6\u4e00\u5f00\u59cb\u6ca1\u642d\u597d\uff0c\u540e\u671f\u6539\u8d77\u6765\u5c31\u662f\u4f24\u7b4b\u52a8\u9aa8\uff0c\u6210\u672c\u6781\u9ad8<\/strong><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u8981\u533a\u5206\uff1a<strong>\u67b6\u6784\u9aa8\u67b6\u8981\u4e00\u6b65\u5230\u4f4d\uff0c\u529f\u80fd\u6a21\u5757\u53ef\u4ee5\u9010\u6b65\u52a0<\/strong>\u3002\u4e0d\u662f\u8bf4\u4e00\u5f00\u59cb\u5c31\u8981\u628a\u6240\u6709\u4e1c\u897f\u90fd\u505a\u5b8c\uff0c\u800c\u662f<strong>\u628a\u6269\u5c55\u7684\u4f4d\u7f6e\u7559\u597d\u3001\u8fb9\u754c\u5212\u6e05<\/strong>\uff0c\u4ee5\u540e\u52a0\u4e1c\u897f\u4e0d\u7528\u52a8\u9aa8\u67b6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ed9\u4f60\u4e00\u5957 <strong>\"\u9762\u5411\u672a\u6765 10 \u5e74\u3001\u4e00\u6b65\u5230\u4f4d\u4f46\u4e0d\u8fc7\u5ea6\u8bbe\u8ba1\"<\/strong> \u7684 MES \u67b6\u6784\u65b9\u6848\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u6838\u5fc3\u8bbe\u8ba1\u539f\u5219\uff08\u91cd\u538b\u672a\u6765\u8d8b\u52bf\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u89e3\u8026\u539f\u5219\uff1a\u5c42\u4e0e\u5c42\u4e4b\u95f4\u901a\u8fc7\u6807\u51c6\u63a5\u53e3\uff0c\u4e0d\u76f4\u63a5\u4f9d\u8d56<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bbe\u5907\u6362\u4e86\uff0c\u91c7\u96c6\u5c42\u6539\uff0c\u4e1a\u52a1\u5c42\u4e0d\u52a8<\/li>\n\n\n\n<li>\u6570\u636e\u5e93\u6362\u4e86\uff0c\u6570\u636e\u5c42\u6539\uff0c\u4e1a\u52a1\u5c42\u4e0d\u52a8<\/li>\n\n\n\n<li>\u524d\u7aef\u6362\u4e86\uff0c\u5e94\u7528\u5c42\u6539\uff0c\u540e\u7aef\u4e0d\u52a8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u53ef\u6269\u5c55\u539f\u5219\uff1a\u6bcf\u4e2a\u5c42\u9762\u90fd\u80fd\u6a2a\u5411\u6269\u5c55<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bbe\u5907\u4ece 4000 \u53f0\u6da8\u5230 4 \u4e07\u53f0\uff0c\u52a0\u91c7\u96c6\u8282\u70b9\u5c31\u884c<\/li>\n\n\n\n<li>\u7528\u6237\u4ece 100 \u4eba\u6da8\u5230 1000 \u4eba\uff0c\u52a0\u5e94\u7528\u670d\u52a1\u5668\u5c31\u884c<\/li>\n\n\n\n<li>\u6570\u636e\u4ece 1TB \u6da8\u5230 100TB\uff0c\u52a0\u6570\u636e\u5e93\u8282\u70b9\u5c31\u884c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u6570\u636e\u9a71\u52a8\u539f\u5219\uff1a\u6570\u636e\u662f\u6838\u5fc3\uff0c\u4e1a\u52a1\u56f4\u7ed5\u6570\u636e\u8f6c<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6240\u6709\u6570\u636e\u7edf\u4e00\u91c7\u96c6\u3001\u7edf\u4e00\u5b58\u50a8\u3001\u7edf\u4e00\u6807\u51c6<\/li>\n\n\n\n<li>\u4e0a\u5c42\u5e94\u7528\u53ea\u662f\u6570\u636e\u7684\u4e0d\u540c \"\u89c6\u56fe\"<\/li>\n\n\n\n<li>\u4ee5\u540e\u52a0 AI\u3001\u6570\u5b57\u5b6a\u751f\u3001\u5927\u6570\u636e\u5206\u6790\uff0c\u76f4\u63a5\u62ff\u6570\u636e\u7528<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u4e91\u8fb9\u534f\u540c\u539f\u5219\uff1a\u672c\u5730\u5b9e\u65f6\uff0c\u4e91\u7aef\u5168\u5c40<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5de5\u5382\u672c\u5730\uff1a\u5b9e\u65f6\u91c7\u96c6\u3001\u5b9e\u65f6\u63a7\u5236\u3001\u6838\u5fc3 MES<\/li>\n\n\n\n<li>\u96c6\u56e2\u4e91\u7aef\uff1a\u5168\u5c40\u5206\u6790\u3001\u5927\u6570\u636e\u3001AI \u6a21\u578b\u3001\u591a\u5de5\u5382\u534f\u540c<\/li>\n\n\n\n<li>\u6570\u636e\u53cc\u5411\u540c\u6b65\uff0c\u65ad\u7f51\u4e5f\u80fd\u6b63\u5e38\u751f\u4ea7<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u76ee\u6807\u67b6\u6784\uff08\u672a\u6765 3~5 \u5e74\u7684\u7ec8\u6001\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">plaintext<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n\u2502                    \u5e94\u7528\u5c42\uff08\u591a\u7aef\u63a5\u5165\uff09                     \u2502\n\u2502  Web\u7aef  \u2502  \u79fb\u52a8\u7aef  \u2502  \u770b\u677f\u5927\u5c4f  \u2502  \u7b2c\u4e09\u65b9\u7cfb\u7edfAPI         \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502                    \u4e1a\u52a1\u670d\u52a1\u5c42\uff08\u5fae\u670d\u52a1\uff09                   \u2502\n\u2502  \u5de5\u5355\u670d\u52a1 \u2502 \u62a5\u5de5\u670d\u52a1 \u2502 \u8d28\u91cf\u670d\u52a1 \u2502 \u8ffd\u6eaf\u670d\u52a1 \u2502 OEE\u670d\u52a1      \u2502\n\u2502  \u8bbe\u5907\u670d\u52a1 \u2502 \u7269\u6599\u670d\u52a1 \u2502 \u4eba\u5458\u670d\u52a1 \u2502 \u770b\u677f\u670d\u52a1 \u2502 \u544a\u8b66\u670d\u52a1      \u2502\n\u2502  \u7edf\u4e00API\u7f51\u5173 \u2502 \u6d41\u7a0b\u5f15\u64ce \u2502 \u89c4\u5219\u5f15\u64ce \u2502 \u6743\u9650\u4e2d\u5fc3             \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502                    \u6570\u636e\u670d\u52a1\u5c42                            \u2502\n\u2502  \u5173\u7cfb\u578b\u6570\u636e\uff08OceanBase\uff09 \u2502 \u65f6\u5e8f\u6570\u636e\uff08TDengine\uff09          \u2502\n\u2502  \u6587\u6863\u6570\u636e\uff08MongoDB\uff09    \u2502 \u7f13\u5b58\uff08Redis\uff09                  \u2502\n\u2502  \u6d88\u606f\u961f\u5217\uff08Kafka\uff09      \u2502 \u6570\u636e\u6e56\/\u6570\u4ed3\uff08\u540e\u671f\u52a0\uff09           \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502                    \u8fb9\u7f18\u91c7\u96c6\u5c42                            \u2502\n\u2502  \u5de5\u4e1a\u7f51\u5173 \u2502 OPC UA\u670d\u52a1 \u2502 \u534f\u8bae\u8f6c\u6362 \u2502 \u8fb9\u7f18\u8ba1\u7b97 \u2502 \u672c\u5730\u7f13\u5b58   \u2502\n\u2502  \u6570\u636e\u9884\u5904\u7406 \u2502 \u65ad\u7f51\u7eed\u4f20 \u2502 \u672c\u5730\u544a\u8b66                        \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502                    \u8bbe\u5907\u5c42                               \u2502\n\u2502  PLC \u2502 SMT \u2502 AOI \u2502 SPI \u2502 \u673a\u5668\u4eba \u2502 AGV \u2502 \u4f20\u611f\u5668 \u2502 \u6d4b\u8bd5\u8bbe\u5907 \u2502\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n<\/code><\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u5173\u952e\u6280\u672f\u9009\u578b\uff08\u4e00\u6b65\u5230\u4f4d\uff0c\u672a\u6765 5 \u5e74\u4e0d\u7528\u6362\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u6570\u636e\u5e93\u5c42\uff08\u6700\u6838\u5fc3\uff0c\u4e0d\u80fd\u8f7b\u6613\u6362\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u7c7b\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u9009\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u4e3a\u4ec0\u4e48\u9009\u5b83<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u5173\u7cfb\u578b\u6570\u636e\u5e93<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">OceanBase \u4e09\u8282\u70b9<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5206\u5e03\u5f0f\u3001\u5f3a\u4e00\u81f4\u3001\u5728\u7ebf DDL\u3001\u5bb9\u91cf\u65e0\u4e0a\u9650\uff0c\u6491 10 \u5e74\u6ca1\u95ee\u9898<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u65f6\u5e8f\u6570\u636e\u5e93<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">TDengine<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5de5\u4e1a\u91c7\u96c6\u4e13\u7528\uff0c\u5199\u5165\u5feb\u3001\u538b\u7f29\u9ad8\u3001\u67e5\u8be2\u5feb\uff0c\u5929\u751f\u9002\u5408\u8bbe\u5907\u6570\u636e<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u6587\u6863\u6570\u636e\u5e93<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">MongoDB<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7075\u6d3b\u5b58\u914d\u7f6e\u3001\u65e5\u5fd7\u3001\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0cSchema \u4e0d\u7528\u63d0\u524d\u5b9a<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u7f13\u5b58<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">Redis<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5de5\u4e1a\u6807\u51c6\uff0c\u70ed\u70b9\u6570\u636e\u3001\u5b9e\u65f6\u7edf\u8ba1\u3001\u5206\u5e03\u5f0f\u9501\u90fd\u80fd\u7528<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u6d88\u606f\u961f\u5217<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">Kafka<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u9ad8\u541e\u5410\u3001\u6301\u4e45\u5316\u3001\u591a\u6d88\u8d39\u8005\uff0c\u91c7\u96c6\u6570\u636e\u4e00\u6761\u8fdb\u591a\u6761\u51fa<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5e94\u7528\u5c42<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u7c7b\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u9009\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u4e3a\u4ec0\u4e48\u9009\u5b83<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u540e\u7aef\u8bed\u8a00<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">C# \/ .NET 8<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4f60\u719f\u6089\uff0c\u6027\u80fd\u597d\uff0c\u5de5\u4e1a\u754c\u7528\u5f97\u591a<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u67b6\u6784\u98ce\u683c<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6a21\u5757\u5316\u5355\u4f53\uff08\u521d\u671f\uff09\u2192 \u5fae\u670d\u52a1\uff08\u540e\u671f\uff09<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5148\u5355\u4f53\u8dd1\u8d77\u6765\uff0c\u8fb9\u754c\u5212\u597d\uff0c\u540e\u671f\u62c6\u5fae\u670d\u52a1\u4e0d\u7528\u91cd\u5199<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>API \u7f51\u5173<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u540e\u671f\u52a0<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u521d\u671f\u4e0d\u7528\uff0c\u670d\u52a1\u591a\u4e86\u518d\u52a0<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u524d\u7aef<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">Blazor \/ Vue<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4f60\u719f\u6089 Blazor\uff0c\u5de5\u4e1a\u8f6f\u4ef6\u7528\u7740\u5408\u9002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u91c7\u96c6\u5c42<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u7c7b\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u9009\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u4e3a\u4ec0\u4e48\u9009\u5b83<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u5de5\u4e1a\u534f\u8bae<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">OPC UA<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5de5\u4e1a\u6807\u51c6\uff0c\u672a\u6765\u4e3b\u6d41\uff0c\u8bbe\u5907\u90fd\u652f\u6301<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u8fb9\u7f18\u7f51\u5173<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u81ea\u7814 \/ \u5f00\u6e90\u7f51\u5173<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6570\u636e\u9884\u5904\u7406\u3001\u65ad\u7f51\u7eed\u4f20\u3001\u672c\u5730\u7f13\u5b58<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u91c7\u96c6\u670d\u52a1<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">C# \u91c7\u96c6\u670d\u52a1<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u548c\u4f60\u6280\u672f\u6808\u7edf\u4e00<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u4e00\u671f\u505a\u4ec0\u4e48\uff1f\uff08\u9aa8\u67b6\u642d\u597d\uff0c\u529f\u80fd\u505a\u6838\u5fc3\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e0d\u662f\u8bf4\u4e00\u6b65\u5230\u4f4d\u5c31\u5168\u505a\u5b8c\uff0c\u800c\u662f\u9aa8\u67b6\u642d\u597d\uff0c\u6838\u5fc3\u529f\u80fd\u5148\u4e0a\uff0c\u5176\u4ed6\u7559\u597d\u63a5\u53e3\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u671f\u5fc5\u987b\u505a\u7684\uff086 \u4e2a\u6708\u5185\uff09\uff1a<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\u2705 1. \u6570\u636e\u5c42\uff1a\u4e09\u4e2a\u6570\u636e\u5e93\u5168\u90e8\u642d\u597d<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>OceanBase \u4e09\u8282\u70b9\uff1a\u4e1a\u52a1\u6570\u636e<\/li>\n\n\n\n<li>TDengine \u4e09\u8282\u70b9\uff1a\u65f6\u5e8f\u6570\u636e<\/li>\n\n\n\n<li>MongoDB\uff1a\u914d\u7f6e\u3001\u65e5\u5fd7<\/li>\n\n\n\n<li><strong>\u4e3a\u4ec0\u4e48\u4e00\u671f\u5c31\u4e0a\uff1f<\/strong> \u6570\u636e\u5e93\u662f\u9aa8\u67b6\uff0c\u540e\u671f\u6362\u6570\u636e\u5e93\u6210\u672c\u6700\u9ad8\uff0c\u4e00\u5f00\u59cb\u5c31\u9009\u5bf9<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u2705 2. \u6d88\u606f\u961f\u5217\uff1aKafka \u4e00\u671f\u5c31\u4e0a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91c7\u96c6\u6570\u636e\u5168\u90e8\u8d70 Kafka<\/li>\n\n\n\n<li><strong>\u4e3a\u4ec0\u4e48\u4e00\u671f\u5c31\u4e0a\uff1f<\/strong> \u8fd9\u662f\u6570\u636e\u603b\u7ebf\uff0c\u540e\u671f\u518d\u52a0\u7684\u8bdd\u6240\u6709\u91c7\u96c6\u90fd\u8981\u6539<\/li>\n\n\n\n<li>\u800c\u4e14 Kafka \u4e5f\u6ca1\u90a3\u4e48\u590d\u6742\uff0c\u4e09\u8282\u70b9\u96c6\u7fa4\u5f88\u7a33<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u2705 3. \u91c7\u96c6\u5c42\uff1aOPC UA + \u8fb9\u7f18\u7f51\u5173<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7edf\u4e00\u63a5\u5165\u6807\u51c6\uff0c\u540e\u671f\u52a0\u8bbe\u5907\u4e0d\u7528\u6539\u4e1a\u52a1<\/li>\n\n\n\n<li>\u65ad\u7f51\u7eed\u4f20\u3001\u672c\u5730\u7f13\u5b58\uff0c\u4fdd\u8bc1\u6570\u636e\u4e0d\u4e22<\/li>\n\n\n\n<li><strong>\u4e3a\u4ec0\u4e48\u4e00\u671f\u5c31\u4e0a\uff1f<\/strong> \u8bbe\u5907\u63a5\u5165\u662f\u57fa\u7840\uff0c\u534f\u8bae\u4e0d\u7edf\u4e00\uff0c\u540e\u671f\u8d8a\u63a5\u8d8a\u4e71<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u2705 4. \u4e1a\u52a1\u5c42\uff1a\u6a21\u5757\u5316\u5355\u4f53\uff0c\u8fb9\u754c\u5212\u6e05<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6309\u6a21\u5757\u5212\u5206\uff1a\u5de5\u5355\u3001\u62a5\u5de5\u3001\u8d28\u91cf\u3001\u8ffd\u6eaf\u3001\u8bbe\u5907\u3001OEE<\/li>\n\n\n\n<li>\u6a21\u5757\u4e4b\u95f4\u901a\u8fc7\u5185\u90e8 API \u8c03\u7528\uff0c\u4e0d\u76f4\u63a5\u67e5\u5bf9\u65b9\u7684\u8868<\/li>\n\n\n\n<li><strong>\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u505a\uff1f<\/strong> \u540e\u671f\u62c6\u5fae\u670d\u52a1\uff0c\u76f4\u63a5\u628a\u6a21\u5757\u62c6\u51fa\u53bb\u5c31\u884c\uff0c\u4e0d\u7528\u91cd\u5199<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u2705 5. Redis\uff1a\u4e00\u671f\u5c31\u4e0a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f13\u5b58\u70ed\u70b9\u6570\u636e\uff08\u4ea7\u54c1\u3001\u5de5\u827a\u3001\u8bbe\u5907\u4fe1\u606f\uff09<\/li>\n\n\n\n<li>\u5b9e\u65f6\u7edf\u8ba1\uff08\u5f53\u65e5\u4ea7\u91cf\u3001OEE\uff09<\/li>\n\n\n\n<li>\u5206\u5e03\u5f0f\u9501<\/li>\n\n\n\n<li><strong>\u4e3a\u4ec0\u4e48\u4e00\u671f\u5c31\u4e0a\uff1f<\/strong> \u7b80\u5355\u597d\u7528\uff0c\u540e\u671f\u52a0\u7684\u8bdd\u4ee3\u7801\u8981\u6539\u5f88\u591a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u671f\u4e0d\u7528\u505a\u7684\uff08\u540e\u671f\u518d\u52a0\uff09\uff1a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u274c \u5fae\u670d\u52a1\u62c6\u5206\uff08\u5148\u5355\u4f53\uff0c\u8fb9\u754c\u5212\u597d\u5c31\u884c\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u274c API \u7f51\u5173\uff08\u670d\u52a1\u5c11\uff0c\u7528\u4e0d\u7740\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u274c \u6570\u636e\u6e56 \/ \u6570\u4ed3\uff08\u6570\u636e\u91cf\u8fd8\u5c0f\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u274c AI\u3001\u6570\u5b57\u5b6a\u751f\uff08\u5148\u6709\u6570\u636e\u518d\u8bf4\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u274c \u4e91\u8fb9\u534f\u540c\u591a\u5de5\u5382\uff08\u5148\u505a\u597d\u4e00\u4e2a\u5382\uff09<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bbe\u8ba1\uff1f\uff08\u91cd\u538b\u672a\u6765\u8d8b\u52bf\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u5e94\u5bf9\u67d4\u6027\u751f\u4ea7<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u65b0\u5de5\u827a\u3001\u65b0\u4ea7\u54c1\u3001\u65b0\u8bbe\u5907\uff0c\u52a0\u914d\u7f6e\u5c31\u884c\uff0c\u4e0d\u7528\u6539\u4ee3\u7801<\/li>\n\n\n\n<li>\u89c4\u5219\u5f15\u64ce\u3001\u6d41\u7a0b\u5f15\u64ce\uff0c\u4e1a\u52a1\u53d8\u5316\u4e0d\u7528\u6539\u4ee3\u7801<\/li>\n\n\n\n<li>\u591a\u54c1\u79cd\u5c0f\u6279\u91cf\uff0c\u6570\u636e\u6a21\u578b\u7075\u6d3b\uff0c\u4e0d\u7528\u6539\u8868\u7ed3\u6784<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5e94\u5bf9\u6570\u636e\u91cf\u7206\u70b8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>OceanBase \u5206\u5e03\u5f0f\uff0c\u5bb9\u91cf\u65e0\u9650\u6269<\/li>\n\n\n\n<li>TDengine \u65f6\u5e8f\u4e13\u7528\uff0c\u6d77\u91cf\u91c7\u96c6\u4e5f\u4e0d\u6015<\/li>\n\n\n\n<li>Kafka \u6d88\u606f\u961f\u5217\uff0c\u524a\u5cf0\u586b\u8c37\uff0c\u518d\u9ad8\u5e76\u53d1\u4e5f\u4e0d\u6015<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u5e94\u5bf9\u667a\u80fd\u5316\u5347\u7ea7<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u7edf\u4e00\u5b58\u50a8\u3001\u7edf\u4e00\u6807\u51c6\uff0c\u4ee5\u540e\u52a0 AI\u3001\u5927\u6570\u636e\u5206\u6790\u76f4\u63a5\u7528<\/li>\n\n\n\n<li>\u4e0d\u7528\u91cd\u65b0\u505a\u6570\u636e\u6cbb\u7406<\/li>\n\n\n\n<li>\u6570\u5b57\u5b6a\u751f\u4e5f\u76f4\u63a5\u62ff\u6570\u636e<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u5e94\u5bf9\u591a\u5de5\u5382\u6269\u5f20<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e91\u8fb9\u534f\u540c\u67b6\u6784\u9884\u7559\u597d<\/li>\n\n\n\n<li>\u4ee5\u540e\u5f00\u65b0\u5382\uff0c\u76f4\u63a5\u590d\u5236\u4e00\u5957\u8fb9\u7f18\u8282\u70b9<\/li>\n\n\n\n<li>\u603b\u90e8\u4e91\u7aef\u7edf\u4e00\u770b\u6570\u636e<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u5173\u952e\uff1a\u8fb9\u754c\u5212\u6e05\uff0c\u63a5\u53e3\u6807\u51c6\u5316\uff08\u6700\u91cd\u8981\uff01\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u67b6\u6784\u597d\u4e0d\u597d\uff0c\u4e0d\u5728\u4e8e\u7528\u4e86\u591a\u5c11\u6280\u672f\uff0c\u800c\u5728\u4e8e\u8fb9\u754c\u6e05\u4e0d\u6e05\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u987b\u5b9a\u4e49\u6e05\u695a\u7684\u8fb9\u754c\uff1a<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u91c7\u96c6\u5c42 \u2192 \u6570\u636e\u5c42\uff1a\u7edf\u4e00\u8d70 Kafka<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6240\u6709\u91c7\u96c6\u6570\u636e\u90fd\u53d1\u5230 Kafka \u7684\u56fa\u5b9a Topic<\/li>\n\n\n\n<li>\u683c\u5f0f\u7edf\u4e00\uff08JSON\uff0c\u6807\u51c6\u5b57\u6bb5\uff09<\/li>\n\n\n\n<li>\u540e\u9762\u8c01\u60f3\u7528\u6570\u636e\uff0c\u76f4\u63a5\u6d88\u8d39 Kafka \u5c31\u884c\uff0c\u4e0d\u7528\u6539\u91c7\u96c6\u7a0b\u5e8f<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u4e1a\u52a1\u5c42 \u2192 \u6570\u636e\u5c42\uff1a\u7edf\u4e00\u6570\u636e\u8bbf\u95ee\u5c42<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e1a\u52a1\u4ee3\u7801\u4e0d\u76f4\u63a5\u5199 SQL<\/li>\n\n\n\n<li>\u901a\u8fc7 Repository\/DAO \u5c42\u8bbf\u95ee\u6570\u636e<\/li>\n\n\n\n<li>\u4ee5\u540e\u6362\u6570\u636e\u5e93\uff0c\u53ea\u6539\u6570\u636e\u8bbf\u95ee\u5c42\uff0c\u4e1a\u52a1\u4ee3\u7801\u4e0d\u52a8<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u4e1a\u52a1\u6a21\u5757\u4e4b\u95f4\uff1a\u901a\u8fc7 API \u8c03\u7528<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a21\u5757\u4e4b\u95f4\u4e0d\u76f4\u63a5\u67e5\u5bf9\u65b9\u7684\u8868<\/li>\n\n\n\n<li>\u8c03\u7528\u5bf9\u65b9\u63d0\u4f9b\u7684 API<\/li>\n\n\n\n<li>\u4ee5\u540e\u62c6\u5fae\u670d\u52a1\uff0c\u76f4\u63a5\u628a\u6a21\u5757\u72ec\u7acb\u90e8\u7f72\u5c31\u884c<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u5e94\u7528\u5c42 \u2192 \u4e1a\u52a1\u5c42\uff1a\u7edf\u4e00 REST API<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u524d\u7aef\u3001\u79fb\u52a8\u7aef\u3001\u7b2c\u4e09\u65b9\u7cfb\u7edf\uff0c\u90fd\u901a\u8fc7\u7edf\u4e00\u7684 API \u8bbf\u95ee<\/li>\n\n\n\n<li>\u540e\u7aef\u600e\u4e48\u53d8\uff0c\u524d\u7aef\u4e0d\u7528\u6539<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e03\u3001\u7ed9\u4f60\u7684\u5177\u4f53\u843d\u5730\u8def\u7ebf\u56fe<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c 1~2 \u4e2a\u6708\uff1a\u642d\u9aa8\u67b6<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u2705 \u642d\u57fa\u7840\u8bbe\u65bd\uff1a\u670d\u52a1\u5668\u3001\u7f51\u7edc\u3001\u76d1\u63a7<\/li>\n\n\n\n<li>\u2705 \u642d\u6570\u636e\u5e93\uff1aOceanBase\u3001TDengine\u3001MongoDB\u3001Redis<\/li>\n\n\n\n<li>\u2705 \u642d\u6d88\u606f\u961f\u5217\uff1aKafka<\/li>\n\n\n\n<li>\u2705 \u642d\u5f00\u53d1\u6846\u67b6\uff1a.NET 8 + \u6a21\u5757\u5316\u67b6\u6784<\/li>\n\n\n\n<li>\u2705 \u5b9a\u4e49\u6570\u636e\u6807\u51c6\u3001API \u6807\u51c6<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c 3~4 \u4e2a\u6708\uff1a\u6838\u5fc3\u529f\u80fd + \u91c7\u96c6<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u2705 \u8bbe\u5907\u6570\u636e\u91c7\u96c6\uff1aOPC UA \u2192 Kafka \u2192 TDengine<\/li>\n\n\n\n<li>\u2705 \u57fa\u7840\u6570\u636e\uff1a\u4ea7\u54c1\u3001\u5de5\u827a\u3001\u8bbe\u5907\u3001\u4eba\u5458<\/li>\n\n\n\n<li>\u2705 \u5de5\u5355\u7ba1\u7406<\/li>\n\n\n\n<li>\u2705 \u751f\u4ea7\u62a5\u5de5<\/li>\n\n\n\n<li>\u2705 \u57fa\u7840\u770b\u677f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c 5~6 \u4e2a\u6708\uff1a\u6269\u5c55\u529f\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u2705 \u8d28\u91cf\u68c0\u9a8c<\/li>\n\n\n\n<li>\u2705 \u4ea7\u54c1\u8ffd\u6eaf<\/li>\n\n\n\n<li>\u2705 OEE \u7edf\u8ba1<\/li>\n\n\n\n<li>\u2705 \u8bbe\u5907\u7ba1\u7406<\/li>\n\n\n\n<li>\u2705 \u544a\u8b66\u901a\u77e5<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c 6~12 \u4e2a\u6708\uff1a\u4f18\u5316 + \u667a\u80fd\u5316<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u2705 \u6027\u80fd\u4f18\u5316<\/li>\n\n\n\n<li>\u2705 \u62a5\u8868\u5b8c\u5584<\/li>\n\n\n\n<li>\u2705 \u9ad8\u7ea7\u5206\u6790<\/li>\n\n\n\n<li>\u2705 \u9884\u7559 AI \u63a5\u53e3<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">1 \u5e74\u540e\uff1a\u6309\u9700\u8981\u6269\u5c55<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5fae\u670d\u52a1\u62c6\u5206<\/li>\n\n\n\n<li>\u591a\u5de5\u5382\u4e91\u8fb9\u534f\u540c<\/li>\n\n\n\n<li>AI \u5e94\u7528<\/li>\n\n\n\n<li>\u6570\u5b57\u5b6a\u751f<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u516b\u3001\u4e00\u53e5\u8bdd\u603b\u7ed3<\/h2>\n\n\n\n<p 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