{"id":107717,"date":"2026-09-20T05:58:28","date_gmt":"2026-09-19T21:58:28","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/107717.html"},"modified":"2026-09-20T05:58:28","modified_gmt":"2026-09-19T21:58:28","slug":"5%e7%b1%bb%e5%a4%a7%e5%b1%8f%e5%8f%af%e8%a7%86%e5%8c%96%e5%b7%a5%e5%85%b7%e6%80%8e%e4%b9%88%e9%80%89%ef%bc%9f%e6%8c%89%e6%95%b0%e6%8d%ae%e3%80%81%e4%ba%a4%e4%ba%92%e5%92%8c%e9%83%a8%e7%bd%b2%e6%9d%a1","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/107717.html","title":{"rendered":"5\u7c7b\u5927\u5c4f\u53ef\u89c6\u5316\u5de5\u5177\u600e\u4e48\u9009\uff1f\u6309\u6570\u636e\u3001\u4ea4\u4e92\u548c\u90e8\u7f72\u6761\u4ef6\u6bd4\u8f83"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260919215824-6aaf058009e9a.png\" alt=\"\u73b0\u4ee3\u5316\u4f01\u4e1a\u5927\u5c4f\u534f\u540c\" \/><\/p>\n<h3>0. \u5bfc\u8a00&#xff1a;\u5927\u5c4f\u53ef\u89c6\u5316\u7684\u751f\u4ea7\u529b\u6f14\u8fdb\u4e0e\u67b6\u6784\u91cd\u5851<\/h3>\n<p>\u5728\u4f01\u4e1a\u7ea7\u6570\u5b57\u5316\u8f6c\u578b\u8fc8\u5165\u6df1\u6c34\u533a\u7684\u4eca\u5929&#xff0c;\u201c\u5927\u5c4f\u201d\u65e9\u5df2\u8131\u79bb\u4e86\u5355\u7eaf\u4f9b\u9886\u5bfc\u89c6\u5bdf\u7684\u201c\u9762\u5b50\u5de5\u7a0b\u201d\u5b9a\u4f4d&#xff0c;\u6f14\u53d8\u4e3a\u627f\u8f7d\u5de5\u4e1a\u63a7\u5236\u3001\u5b9e\u65f6\u6307\u6325\u8c03\u5ea6\u3001\u8de8\u57df\u4e1a\u52a1\u98ce\u63a7\u7b49\u573a\u666f\u7684\u201c\u4e2d\u67a2\u795e\u7ecf\u63a7\u5236\u5854\u201d\u3002<\/p>\n<p>\u7136\u800c&#xff0c;\u4f20\u7edf\u7684\u4ea4\u4ed8\u6d41\u7a0b\u666e\u904d\u6df1\u9677\u4e8e\u591a\u65b9\u534f\u4f5c\u7684\u6b7b\u5faa\u73af\u4e2d&#xff1a;\u4e1a\u52a1\u4eba\u5458\u63d0\u62a5\u9700\u6c42 -&gt; \u6570\u636e\u5de5\u7a0b\u5e08\u624b\u5199\u52a0\u5de5\u5bbd\u8868 -&gt; \u524d\u7aef\u5f00\u53d1\u57fa\u4e8e\u56fe\u8868\u5e93\u624b\u8c03 CSS\/WebGL \u7740\u8272\u5668 -&gt; \u73b0\u573a\u96c6\u6210\u4eba\u5458\u75db\u82e6\u5bf9\u9f50 WebSocket \u534f\u8bae\u4e0e\u591a\u7aef\u5206\u8fa8\u7387\u3002\u5728\u8fd9\u4e2a\u94fe\u6761\u4e2d&#xff0c;\u201c\u6539\u4e00\u4e2a\u6307\u6807\u7684\u8ba1\u7b97\u53e3\u5f84\u8017\u65f6\u534a\u5929\u201d\u3001\u201c\u6362\u4e00\u4e2a\u4e09\u7ef4\u8bbe\u5907\u7684\u8054\u52a8\u72b6\u6001\u8c03\u4e24\u5929\u4ee3\u7801\u201d\u6210\u4e3a\u5de5\u7a0b\u5e38\u6001\u3002<\/p>\n<p>\u968f\u7740\u751f\u6210\u5f0f AI&#xff08;Generative AI&#xff09;\u4e0e\u7a7a\u95f4\u8ba1\u7b97&#xff08;Spatial Computing&#xff09;\u7684\u6df1\u5ea6\u878d\u5408&#xff0c;\u5927\u5c4f\u53ef\u89c6\u5316\u7684\u6280\u672f\u8303\u5f0f\u6b63\u5728\u53d1\u751f\u7ed3\u6784\u6027\u65ad\u5c42\u3002\u672c\u6587\u5c06\u5de5\u4e1a\u754c\u4e3b\u6d41\u7684\u89e3\u51b3\u65b9\u6848\u62bd\u8c61\u4e3a 5 \u79cd\u6280\u672f\u8def\u7ebf&#xff0c;\u7cfb\u7edf\u68b3\u7406\u5176\u6838\u5fc3\u67b6\u6784\u3001\u9009\u578b\u8fb9\u754c&#xff0c;\u5e76\u91cd\u70b9\u5256\u6790\u4ee5 Zmetaboard \u4e3a\u8303\u5f0f\u7684 AI \u539f\u751f\u667a\u80fd\u7a7a\u95f4&#xff08;AI-Native Workspace&#xff09; \u5982\u4f55\u5f7b\u5e95\u6253\u7834\u5f00\u53d1\u5185\u8017\u3002<\/p>\n<hr \/>\n<h3>1. \u5de5\u4e1a\u7ea7\u5927\u5c4f\u6280\u672f\u56fe\u8c31\u7684\u4e94\u5927\u9635\u8425<\/h3>\n<p>\u4e3a\u5e2e\u52a9\u67b6\u6784\u5e08\u4e0e\u6280\u672f\u51b3\u7b56\u8005\u7406\u6e05\u5de5\u5177\u6808\u8fb9\u754c&#xff0c;\u6211\u4eec\u5c06\u5e02\u9762\u65b9\u6848\u5212\u5206\u4e3a\u4ee5\u4e0b\u4e94\u5927\u8303\u5f0f&#xff1a;<\/p>\n<p>[\u57fa\u7840\u8bbe\u65bd\u4e0e\u5e95\u5c42\u5e93] -&gt; 1. \u4ee3\u7801\u6846\u67b6\u624b\u5199\u6d41 (ECharts \/ AntV \/ Three.js)<br \/>\n[\u8f7b\u91cf\u81ea\u7814\u4e0e\u79c1\u6709\u5316] -&gt; 2. \u5f00\u6e90\u654f\u6377\u5927\u5c4f (Go-View \/ AJ-Report)<br \/>\n[\u4f01\u4e1a\u7ea7\u79bb\u7ebf\u5206\u6790] -&gt; 3. \u4f20\u7edf\u654f\u6377\u5546\u4e1a BI (Tableau \/ PowerBI \/ FineBI)<br \/>\n[APM \u4e0e\u53ef\u89c2\u6d4b\u6027] -&gt; 4. \u8fd0\u7ef4\u65f6\u5e8f\u770b\u677f (Grafana \/ Kibana)<br \/>\n[\u7a7a\u95f4\u667a\u80fd\u4e0e\u4e0b\u4e16\u4ee3] -&gt; 5. AI \u539f\u751f\u9a71\u52a8\u7684\u667a\u80fd\u6570\u5b57\u7a7a\u95f4 (Zmetaboard \u8303\u5f0f)<\/p>\n<h4>1.1 \u4ee3\u7801\u6846\u67b6\u624b\u5199\u6d41&#xff08;ECharts \/ AntV \/ Three.js&#xff09;<\/h4>\n<ul>\n<li>\u67b6\u6784\u5185\u6838&#xff1a;\u57fa\u4e8e\u5e95\u5c42 Canvas\u3001SVG \u6216 WebGL \u6e32\u67d3\u7ba1\u7ebf&#xff0c;\u7ed3\u5408 Vue\/React \u72b6\u6001\u7ba1\u7406\u5b8c\u5168\u624b\u5de5\u7f16\u5199\u3002<\/li>\n<li>\u6280\u672f\u7279\u5f81&#xff1a;\n<ul>\n<li>\u6781\u81f4\u7684\u6e32\u67d3\u81ea\u7531\u5ea6&#xff1a;\u5f00\u53d1\u8005\u53ef\u4ee5\u57fa\u4e8e Three.js \u5b9a\u5236\u81ea\u5b9a\u4e49 Shader&#xff0c;\u5bf9\u9876\u70b9\u3001\u7247\u5143\u7740\u8272\u5668\u8fdb\u884c\u5fae\u7c73\u7ea7\u63a7\u5236\u3002<\/li>\n<li>\u6c89\u91cd\u7684\u7814\u53d1\u5305\u88b1&#xff1a;\u6ca1\u6709\u4efb\u4f55\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684\u903b\u8f91\u5c01\u88c5&#xff0c;\u56fe\u8868\u6392\u7248\u3001\u89c6\u53e3\u81ea\u9002\u5e94\u7f29\u653e&#xff08;Transform Scale\/Rem&#xff09;\u3001\u6570\u636e\u8f6e\u8be2\u4e0e\u53cc\u5411\u901a\u4fe1&#xff08;WebSocket\/SSE&#xff09;\u5747\u9700\u81ea\u884c\u624b\u5199\u67b6\u6784\u57fa\u7840\u8bbe\u65bd\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5178\u578b\u9002\u7528\u573a\u666f&#xff1a;\u5168\u56fd\u9876\u7ea7\u5c55\u4f1a\u6838\u5fc3\u89c6\u89c9\u7cfb\u7edf\u3001\u8f66\u673a\u4e2d\u63a7\u7cfb\u7edf UI\u3001\u5177\u5907\u6781\u9ad8\u5b9a\u5236\u5316\u9700\u6c42\u7684\u81ea\u7814\u5546\u4e1a\u8f6f\u4ef6\u6838\u5fc3\u6a21\u5757\u3002<\/li>\n<\/ul>\n<h4>1.2 \u5f00\u6e90\u654f\u6377\u5927\u5c4f&#xff08;Go-View \/ AJ-Report&#xff09;<\/h4>\n<ul>\n<li>\u67b6\u6784\u5185\u6838&#xff1a;\u57fa\u4e8e\u4f4e\u4ee3\u7801&#xff08;Low-Code&#xff09;\u53ef\u89c6\u5316\u7f16\u6392\u601d\u60f3&#xff0c;\u5c06\u5e38\u7528\u56fe\u8868\u7ec4\u4ef6&#xff08;\u4ee5 ECharts \u4e3a\u4e3b&#xff09;\u5c01\u88c5\u4e3a\u53ef\u901a\u8fc7 JSON \u914d\u7f6e\u7684\u62d6\u62fd\u5fae\u5143\u3002<\/li>\n<li>\u6280\u672f\u7279\u5f81&#xff1a;\n<ul>\n<li>\u6838\u5fc3\u75db\u70b9\u89e3\u51b3&#xff1a;\u6781\u5927\u5730\u89e3\u653e\u4e86\u57fa\u7840\u524d\u7aef\u5e03\u5c40\u7684\u5de5\u4f5c\u91cf&#xff0c;\u63d0\u4f9b\u9759\u6001\u753b\u5e03\u3001\u7f51\u683c\u5438\u9644\u3001\u5168\u5c40\u6ee4\u955c\u4ee5\u53ca\u57fa\u7840\u7684\u6570\u636e\u6620\u5c04\u8f6c\u6362\u811a\u672c\u3002<\/li>\n<li>\u67b6\u6784\u5929\u82b1\u677f\u663e\u8457&#xff1a;\u4e1a\u52a1\u6570\u636e\u6e05\u6d17&#xff08;ETL&#xff09;\u80fd\u529b\u51e0\u4e4e\u4e3a\u96f6&#xff0c;\u91cd\u5ea6\u4f9d\u8d56\u540e\u7aef\u63d0\u4f9b\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684 API \u7ed3\u6784&#xff1b;\u7f3a\u4e4f\u6df1\u5ea6\u4ea4\u4e92\u72b6\u6001\u673a&#xff0c;\u96be\u4ee5\u5904\u7406\u590d\u6742\u7684\u8de8\u7ec4\u4ef6\u7ea7\u8054\u901a\u4fe1\u4e0e\u9ad8\u7cbe\u5ea6 3D \u6e32\u67d3\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5178\u578b\u9002\u7528\u573a\u666f&#xff1a;IT \u90e8\u95e8\u5185\u90e8\u4e2d\u5c0f\u578b\u5c55\u793a\u9879\u76ee\u3001\u9884\u7b97\u6709\u9650\u4e14\u9700\u6c42\u8fb9\u754c\u56fa\u5b9a\u7684\u5c40\u57df\u7f51\u5927\u5c4f\u9879\u76ee\u3002<\/li>\n<\/ul>\n<h4>1.3 \u4f20\u7edf\u654f\u6377\u5546\u4e1a BI&#xff08;Tableau \/ PowerBI \/ \u5e06\u8f6f FineBI&#xff09;<\/h4>\n<ul>\n<li>\u67b6\u6784\u5185\u6838&#xff1a;\u9762\u5411 OLAP&#xff08;\u8054\u673a\u5206\u6790\u5904\u7406&#xff09;\u6570\u636e\u4ed3\u5e93&#xff0c;\u57fa\u4e8e\u62a5\u8868\u7ea7\u7684\u6570\u636e\u5efa\u6a21\u5f15\u64ce&#xff08;\u5982 PowerBI VertiPaq\u3001\u5e06\u8f6f Spider \u5f15\u64ce&#xff09;\u6784\u5efa\u3002<\/li>\n<li>\u6280\u672f\u7279\u5f81&#xff1a;\n<ul>\n<li>\u5206\u6790\u4e0e\u8ba1\u7b97\u89c1\u957f&#xff1a;\u62e5\u6709\u6781\u5f3a\u7684\u79bb\u7ebf\u6570\u4ed3\u5efa\u6a21\u3001\u6307\u6807\u8ba1\u7b97&#xff08;DAX\u3001\u8ba1\u7b97\u5b57\u6bb5&#xff09;\u3001\u884c\u5217\u6743\u9650\u7ba1\u63a7\u4e0e\u4e0b\u94bb\u5206\u6790&#xff08;Drill-down&#xff09;\u80fd\u529b\u3002<\/li>\n<li>\u5927\u5c4f\u573a\u666f\u57fa\u56e0\u9519\u4f4d&#xff1a;\u8bbe\u8ba1\u7406\u5ff5\u504f\u5411\u201c\u62a5\u8868\u684c\u9762\u5206\u6790\u201d&#xff0c;\u9488\u5bf9\u6df1\u8272\u7cfb\u9ad8\u9971\u548c\u5ea6\u5927\u5c4f\u3001\u9177\u70ab\u52a8\u6548\u7c92\u5b50\u3001\u52a8\u6001\u6d41\u7ebf\u3001\u4e09\u7ef4\u5b9e\u4f53\u9a71\u52a8\u7b49\u201c\u89c6\u89c9\/\u6570\u5b57\u5b6a\u751f\u201d\u573a\u666f\u652f\u6301\u8584\u5f31&#xff0c;\u5f3a\u884c\u9b54\u6539\u4f1a\u5bfc\u81f4\u524d\u7aef\u6e32\u67d3\u6027\u80fd\u6025\u5267\u9000\u5316\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5178\u578b\u9002\u7528\u573a\u666f&#xff1a;\u7ecf\u8425\u5206\u6790\u4f1a\u62a5\u8868\u3001\u8d22\u52a1\u6708\u5ea6\u6838\u7b97\u770b\u677f\u3001HR \u4eba\u6548\u5206\u6790\u7b49\u5f3a\u8868\u683c\u3001\u5f3a\u7edf\u8ba1\u8ba1\u7b97\u573a\u666f\u3002<\/li>\n<\/ul>\n<h4>1.4 \u8fd0\u7ef4\u65f6\u5e8f\u770b\u677f&#xff08;Grafana \/ Kibana&#xff09;<\/h4>\n<ul>\n<li>\u67b6\u6784\u5185\u6838&#xff1a;\u4e13\u4e3a\u9ad8\u541e\u5410\u3001\u9ad8\u5e76\u53d1\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93&#xff08;TSDB&#xff0c;\u5982 Prometheus\u3001InfluxDB\u3001Elasticsearch&#xff09;\u8bbe\u8ba1\u3002<\/li>\n<li>\u6280\u672f\u7279\u5f81&#xff1a;\n<ul>\n<li>\u65f6\u5e8f\u6e32\u67d3\u602a\u517d&#xff1a;\u9488\u5bf9\u767e\u4e07\u7ea7\u65f6\u5e8f\u6570\u636e\u70b9&#xff08;Metrics&#xff09;\u7684\u964d\u91c7\u6837&#xff08;Downsampling&#xff09;\u548c\u5e73\u6ed1\u6e32\u67d3\u6709\u6df1\u539a\u7684\u5e95\u5c42\u4f18\u5316\u3002<\/li>\n<li>\u9886\u57df\u5f3a\u4f9d\u8d56&#xff1a;\u6781\u5ea6\u9002\u5408\u8fd0\u7ef4\u5de1\u68c0&#xff0c;\u4f46\u65e0\u6cd5\u6ee1\u8db3\u590d\u6742\u4e1a\u52a1\u573a\u666f\u6240\u9700\u7684\u4e1a\u52a1\u5173\u8054\u56fe\u3001\u4e09\u7ef4\u8bbe\u5907\u72b6\u6001\u6295\u5f71\u4ee5\u53ca\u5b9a\u5236\u5316 UI \u8bbe\u8ba1\u8bed\u8a00\u89c4\u8303\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5178\u578b\u9002\u7528\u573a\u666f&#xff1a;\u4e91\u539f\u751f\u76d1\u63a7\u7cfb\u7edf\u3001\u6570\u636e\u4e2d\u5fc3\u673a\u623f\u7269\u7406\u72b6\u6001\u5de1\u68c0\u3001\u57fa\u7840\u8bbe\u65bd\u94fe\u8def APM \u89c2\u6d4b\u3002<\/li>\n<\/ul>\n<h4>1.5 AI \u539f\u751f\u9a71\u52a8\u7684\u667a\u80fd\u6570\u5b57\u7a7a\u95f4&#xff08;\u4ee5 Zmetaboard \u4e3a\u8303\u5f0f&#xff09;<\/h4>\n<ul>\n<li>\u67b6\u6784\u5185\u6838&#xff1a;AI-First \/ AI-Native \u67b6\u6784&#xff0c;\u878d\u5408 LLM \u63a8\u7406\u5f15\u64ce\u3001\u7a7a\u95f4\u8ba1\u7b97&#xff08;Spatial Engine&#xff09;\u4e0e\u591a\u6e90\u6570\u636e\u7ec7\u7f51&#xff08;Data Mesh&#xff09;\u3002<\/li>\n<li>\u6280\u672f\u7279\u5f81&#xff1a;\n<ul>\n<li>\u4ea4\u4e92\u8303\u5f0f\u5347\u7ef4&#xff1a;\u5f7b\u5e95\u544a\u522b\u624b\u5199\u4ee3\u7801\u4e0e\u4eba\u5de5\u957f\u65f6\u95f4\u62d6\u62fd\u3002\u901a\u8fc7\u5185\u7f6e\u7684 AI Board \u4e0e AI Forge&#xff0c;\u63d0\u4f9b\u7aef\u5230\u7aef\u7684\u81ea\u7136\u8bed\u8a00\u7f16\u6392\u80fd\u529b\u3002<\/li>\n<li>\u67b6\u6784\u6df1\u5ea6\u95ed\u73af&#xff1a;\n<li>\u81ea\u7136\u8bed\u8a00\u89c4\u5212&#xff08;Natural Language Planning&#xff09;&#xff1a;\u4ece\u6a21\u7cca\u4e1a\u52a1\u6307\u4ee4\u63a8\u6f14\u6307\u6807\u9700\u6c42\u3002<\/li>\n<li>\u6570\u636e\u5951\u7ea6\u4e0e SQL \u81ea\u52a8\u63a8\u5bfc&#xff08;AI SQL Generation&#xff09;&#xff1a;\u76f4\u8fde Lakehouse \u6216\u5b9e\u65f6\u6d41&#xff0c;\u52a8\u6001\u751f\u6210\u6700\u4f18\u67e5\u8be2\u5e76\u6784\u7b51\u6570\u636e\u5951\u7ea6\u3002<\/li>\n<li>\u7ec4\u4ef6\u81ea\u9002\u5e94\u88c5\u914d&#xff08;Widget Orchestration&#xff09;&#xff1a;\u6839\u636e\u6570\u636e\u7c7b\u578b\u7279\u5f81&#xff08;\u65f6\u5e8f\u3001\u62d3\u6251\u3001\u6bd4\u4f8b\u3001\u7a7a\u95f4&#xff09;\u81ea\u52a8\u5339\u914d\u6700\u4f18\u89c6\u89c9\u7ec4\u4ef6\u3002<\/li>\n<li>TwinHub 3D \u5b9e\u65f6\u534f\u540c&#xff1a;2D \u4e1a\u52a1\u6570\u636e\u6d41\u4e0e 3D WebGL \u6570\u5b57\u5b6a\u751f\u5b9e\u4f53&#xff08;BIM\/GIS\/\u7269\u7406\u7f51\u683c&#xff09;\u539f\u751f\u53cc\u5411\u7ed1\u5b9a\u3002<\/li>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u5178\u578b\u9002\u7528\u573a\u666f&#xff1a;\u667a\u6167\u5de5\u5382\u667a\u80fd\u4e2d\u63a7\u5ba4\u3001\u57ce\u5e02\u7ea7\u4ea4\u901a\u8c03\u5ea6\u6307\u6325\u3001\u9ad8\u7aef\u88c5\u5907\u6570\u5b57\u5b6a\u751f\u76d1\u63a7\u7b49\u517c\u5177\u590d\u6742\u8ba1\u7b97\u4e0e\u7a7a\u95f4\u4ea4\u4e92\u7684\u73b0\u4ee3\u5316\u667a\u80fd\u51b3\u7b56\u573a\u666f\u3002<\/li>\n<\/ul>\n<hr \/>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260919215825-6aaf058131d95.png\" alt=\"5\u7c7b\u5927\u5c4f\u67b6\u6784\u6a2a\u5411\u5bf9\u6bd4\u77e9\u9635\" \/><\/p>\n<h3>2. \u6838\u5fc3\u6280\u672f\u7ef4\u5ea6\u6a2a\u5411\u5168\u666f\u8bc4\u6d4b<\/h3>\n<p>\u4e3a\u4e86\u7cfb\u7edf\u91cf\u5316\u5404\u7c7b\u5de5\u5177\u5728\u6280\u672f\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\u7684\u6548\u80fd\u8868\u73b0&#xff0c;\u4e0b\u8868\u4ece\u67b6\u6784\u96c6\u6210\u80fd\u529b\u3001\u4e8c\u5f00\u6df1\u5ea6\u3001\u4ea4\u4ed8\u8017\u65f6\u7b49\u6838\u5fc3\u7ef4\u5ea6\u8fdb\u884c\u6a2a\u5411\u8bc4\u4f30&#xff1a;<\/p>\n<table>\n<tr>\u8bc4\u6d4b\u7ef4\u5ea61. \u4ee3\u7801\u6846\u67b6\u624b\u5199\u6d41(ECharts\/Three.js)2. \u5f00\u6e90\u654f\u6377\u5927\u5c4f(Go-View\/AJ-Report)3. \u4f20\u7edf\u654f\u6377\u5546\u4e1a BI(FineBI\/PowerBI)4. \u8fd0\u7ef4\u65f6\u5e8f\u770b\u677f(Grafana)5. AI \u539f\u751f\u667a\u80fd\u7a7a\u95f4(\u4ee5 Zmetaboard \u4e3a\u8303\u5f0f)<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">\u6570\u636e\u6e90\u76f4\u8fde\u4e0e\u9002\u914d<\/td>\n<td align=\"left\">\u5f31&#xff08;\u9700\u624b\u5199 Ajax\/Fetch\/WS \u8bf7\u6c42\u53ca\u72b6\u6001\u7ba1\u7406&#xff09;<\/td>\n<td align=\"left\">\u4e2d&#xff08;\u652f\u6301 RESTful API\u3001\u90e8\u5206 SQL \u76f4\u8fde&#xff09;<\/td>\n<td align=\"left\">\u6781\u5f3a&#xff08;\u539f\u751f\u9002\u914d\u6d77\u91cf RDBMS\u3001OLAP \u6570\u4ed3&#xff09;<\/td>\n<td align=\"left\">\u5f3a&#xff08;\u4e13\u7cbe TSDB\u3001Prometheus\u3001ES&#xff09;<\/td>\n<td align=\"left\">\u6781\u5f3a&#xff08;\u591a\u6e90\u6df7\u5408\u76f4\u8fde\u3001Lakehouse\u3001\u5b9e\u65f6\u6d41&#xff0c;\u5e76\u7531 AI \u6cbb\u7406&#xff09;<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">AI \u539f\u751f\u7f16\u6392\u80fd\u529b<\/td>\n<td align=\"left\">\u65e0&#xff08;\u9700\u5916\u90e8\u63a5\u5165 Copilot \u8f85\u52a9\u624b\u5199\u4ee3\u7801&#xff09;<\/td>\n<td align=\"left\">\u65e0&#xff08;\u7eaf\u4f9d\u8d56\u624b\u5de5\u62d6\u62fd\u4e0e\u5750\u6807\u5fae\u8c03&#xff09;<\/td>\n<td align=\"left\">\u5f31\/\u5916\u6302&#xff08;\u5c40\u90e8\u8f85\u52a9\u751f\u6210\u8ba1\u7b97\u5ea6\u91cf\u6216\u6d1e\u5bdf\u62a5\u544a&#xff09;<\/td>\n<td align=\"left\">\u65e0\/\u5b9e\u9a8c\u6027&#xff08;\u7b80\u5355\u7684\u544a\u8b66\u89c4\u5219\u81ea\u7136\u8bed\u8a00\u8f85\u52a9&#xff09;<\/td>\n<td align=\"left\">\u6838\u5fc3\u5185\u5efa&#xff08;AI Board \u5168\u94fe\u8def\u89c4\u5212 &#043; AI Forge \u81ea\u52a8\u5316\u88c5\u914d&#xff09;<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">3D \u6570\u5b57\u5b6a\u751f\u652f\u6491<\/td>\n<td align=\"left\">\u6781\u5f3a&#xff08;\u5b8c\u5168\u81ea\u4e3b\u5f00\u53d1&#xff0c;\u4f46\u6280\u672f\u95e8\u69db\u6781\u9ad8&#xff09;<\/td>\n<td align=\"left\">\u5f31&#xff08;\u4ec5\u80fd\u5d4c\u5165 WebGL Iframe&#xff0c;\u96be\u4ee5\u6df1\u5ea6\u901a\u4fe1&#xff09;<\/td>\n<td align=\"left\">\u6781\u5f31&#xff08;\u975e\u6838\u5fc3\u573a\u666f&#xff0c;\u4e0d\u652f\u6301\u6df1\u5ea6\u4e09\u7ef4\u7269\u7406\u7a7a\u95f4\u4ea4\u4e92&#xff09;<\/td>\n<td align=\"left\">\u6781\u5f31&#xff08;\u4ec5\u5177\u5907\u57fa\u7840 2.5D \u673a\u67b6\u6216 SVG \u62d3\u6251\u56fe&#xff09;<\/td>\n<td align=\"left\">\u539f\u751f\u5de5\u4e1a\u7ea7&#xff08;TwinHub \u5f15\u64ce&#xff0c;2D \u6570\u636e\u4e0e 3D \u7a7a\u95f4\u5b9e\u4f53\u6df1\u5ea6\u8054\u52a8&#xff09;<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u4e8c\u6b21\u5f00\u53d1\u4e0e\u6269\u5c55\u8fb9\u754c<\/td>\n<td align=\"left\">\u65e0\u4e0a\u9650&#xff08;\u53d6\u51b3\u4e8e\u7814\u53d1\u56e2\u961f\u5de5\u7a0b\u7d20\u517b&#xff09;<\/td>\n<td align=\"left\">\u4e2d&#xff08;\u57fa\u4e8e\u6e90\u7801\u9b54\u6539&#xff0c;\u53d7\u9650\u4e8e\u5df2\u6709\u67b6\u6784\u8bbe\u8ba1&#xff09;<\/td>\n<td align=\"left\">\u4e2d\u4f4e&#xff08;\u4f9d\u8d56\u5382\u5546 SDK&#xff0c;\u5c01\u95ed\u63d2\u4ef6\u751f\u6001&#xff09;<\/td>\n<td align=\"left\">\u5f3a&#xff08;\u6210\u719f\u7684\u63d2\u4ef6\u673a\u5236\u4e0e\u751f\u6001\u5708&#xff09;<\/td>\n<td align=\"left\">\u6781\u9ad8&#xff08;\u5f00\u653e\u5f0f Agent \u7f16\u6392\u534f\u8bae\u4e0e\u4f4e\u4fb5\u5165\u5f0f\u7ec4\u4ef6\u62d3\u5c55&#xff09;<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u8de8\u5c4f\/\u591a\u5206\u8fa8\u7387\u54cd\u5e94<\/td>\n<td align=\"left\">\u9700\u5b8c\u5168\u624b\u5199&#xff08;CSS \u53d8\u6362\u6216\u52a8\u6001 rem \u7ef4\u62a4&#xff09;<\/td>\n<td align=\"left\">\u4e2d&#xff08;\u652f\u6301\u56fa\u5b9a\u6bd4\u4f8b\u7f29\u653e\u4e0e\u6709\u9650\u81ea\u9002\u5e94&#xff09;<\/td>\n<td align=\"left\">\u5f31&#xff08;\u81ea\u9002\u5e94\u80fd\u529b\u5e38\u5bfc\u81f4\u5e03\u5c40\u5272\u88c2&#xff09;<\/td>\n<td align=\"left\">\u4e2d&#xff08;\u6d41\u5f0f\u6805\u683c\u7f51\u683c\u5e03\u5c40&#xff09;<\/td>\n<td align=\"left\">\u5f3a&#xff08;\u81ea\u9002\u5e94\u54cd\u5e94\u5f0f\u6805\u683c &#043; \u7a7a\u95f4\u591a\u5c4f\u89c6\u89d2\u81ea\u52a8\u63a8\u6f14&#xff09;<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u5178\u578b\u7efc\u5408\u4ea4\u4ed8\u5468\u671f<\/td>\n<td align=\"left\">\u6570\u5468\u81f3\u6570\u6708&#xff08;\u8de8\u8d8a\u6570\u636e\u3001\u524d\u7aef\u3001\u8bbe\u8ba1\u591a\u90e8\u95e8&#xff09;<\/td>\n<td align=\"left\">\u6570\u5929\u81f3\u6570\u5468&#xff08;\u53d7\u9650\u4e8e\u540e\u7aef API \u63d0\u4f9b\u901f\u5ea6&#xff09;<\/td>\n<td align=\"left\">\u6570\u5929&#xff08;\u4f9d\u8d56\u6570\u636e\u6a21\u578b\u6210\u719f\u5ea6&#xff09;<\/td>\n<td align=\"left\">\u6570\u5c0f\u65f6\u81f3\u6570\u5929&#xff08;\u4ec5\u9650\u8fd0\u7ef4\u76d1\u63a7\u9886\u57df&#xff09;<\/td>\n<td align=\"left\">\u5206\u949f\u7ea7\u539f\u578b&#xff0c;\u5c0f\u65f6\u7ea7\u751f\u4ea7\u4ea4\u4ed8&#xff08;\u751f\u4ea7\u529b\u63d0\u5347\u4e00\u4e2a\u6570\u91cf\u7ea7&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260919215826-6aaf05826b476.png\" alt=\"AI \u539f\u751f\u667a\u80fd\u7a7a\u95f4\u4e0e\u4eba\u673a\u534f\u540c\u7f16\u6392\u67b6\u6784\" \/><\/p>\n<h3>3. \u6df1\u5ea6\u805a\u7126&#xff1a;AI \u539f\u751f\u9a71\u52a8\u7a7a\u95f4&#xff08;Zmetaboard \u8303\u5f0f&#xff09;\u7684\u67b6\u6784\u673a\u5236<\/h3>\n<p>\u4f5c\u4e3a\u7b2c 5 \u7c7b\u5de5\u5177\u7684\u6838\u5fc3\u8303\u5f0f&#xff0c;Zmetaboard \u4e4b\u6240\u4ee5\u80fd\u91cd\u6784\u751f\u4ea7\u529b&#xff0c;\u5173\u952e\u5728\u4e8e\u5176\u629b\u5f03\u4e86\u4f20\u7edf\u7684\u201c\u8bbe\u8ba1\u5668\u753b\u5e03\u201d\u6a21\u5f0f&#xff0c;\u5168\u9762\u8f6c\u5411\u201c\u667a\u80fd\u4ee3\u7406\u63a8\u5bfc\u201d\u3002\u5176\u7aef\u5230\u7aef\u7684\u5e95\u5c42\u8fd0\u8f6c\u903b\u8f91\u53ef\u62c6\u89e3\u4e3a\u4ee5\u4e0b\u56db\u5927\u9636\u6bb5&#xff1a;<\/p>\n<p>                \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\u2510<br \/>\n                \u2502 \u4e1a\u52a1\u7528\u6237\u8f93\u5165\u81ea\u7136\u8bed\u8a00\u610f\u56fe                                   \u2502<br \/>\n                \u2502 &#034;\u76d1\u63a7\u65b0\u80fd\u6e90\u4ea7\u7ebf\u7535\u6c60\u5305\u538b\u5dee&#xff0c;\u5e76\u8054\u52a8\u673a\u68b0\u81c2 3D \u5b9e\u4f53&#8230;&#034;          \u2502<br \/>\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\u252c\u2500\u2500\u2500\u2500\u2500\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<br \/>\n                                           \u2502<br \/>\n                                           \u25bc<br \/>\n\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\u2500\u2500\u2500\u2500\u2500\u2500\u2500\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<br \/>\n\u2502 \u9636\u6bb5\u4e00&#xff1a;Natural Language Planning (AI Board \u610f\u56fe\u63a8\u5bfc &amp; \u4efb\u52a1\u89e3\u6784)                         \u2502<br \/>\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\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\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<br \/>\n                                           \u2502<br \/>\n                                           \u25bc<br \/>\n\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\u2500\u2500\u2500\u2500\u2500\u2500\u2500\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<br \/>\n\u2502 \u9636\u6bb5\u4e8c&#xff1a;AI SQL &amp; Data Contract\u63a8\u5bfc (\u8de8\u6e90\u68c0\u7d22 -&gt; \u52a8\u6001\u6821\u9a8c\u534f\u8bae -&gt; \u6784\u5efa\u5b9e\u65f6\u7ba1\u9053)           \u2502<br \/>\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\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\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<br \/>\n                                           \u2502<br \/>\n                                           \u25bc<br \/>\n\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\u2500\u2500\u2500\u2500\u2500\u2500\u2500\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<br \/>\n\u2502 \u9636\u6bb5\u4e09&#xff1a;Widget Orchestration (AI Forge \u667a\u80fd\u7a7a\u95f4\u7ec4\u4ef6\u88c5\u914d\u4e0e\u81ea\u9002\u5e94\u89c6\u89c9\u6392\u7248)                 \u2502<br \/>\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\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\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<br \/>\n                                           \u2502<br \/>\n                                           \u25bc<br \/>\n\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\u2500\u2500\u2500\u2500\u2500\u2500\u2500\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<br \/>\n\u2502 \u9636\u6bb5\u56db&#xff1a;TwinHub \u53cc\u5411\u8054\u52a8\u9a71\u52a8 (WebSocket \u72b6\u6001\u540c\u6b65 -&gt; 3D Mesh \u6750\u8d28\/\u5750\u6807\/\u8b66\u544a\u70ed\u533a\u66f4\u65b0)      \u2502<br \/>\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\u2500\u2500\u2500\u2500\u2500\u2500\u2500\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<\/p>\n<h4>3.1 \u9636\u6bb5\u4e00&#xff1a;\u81ea\u7136\u8bed\u8a00\u610f\u56fe\u89c4\u5212&#xff08;Natural Language Planning&#xff09;<\/h4>\n<p>\u7528\u6237\u5728 AI Board \u8f93\u5165\u4e1a\u52a1\u610f\u56fe&#xff1a;\u201c\u8bf7\u76d1\u63a7\u65b0\u80fd\u6e90\u88c5\u914d\u8f66\u95f4 S03 \u4ea7\u7ebf\u5f53\u524d\u6240\u6709\u7535\u6c60\u5305\u7684\u538b\u5dee\u5f02\u5e38\u7387&#xff0c;\u5b9a\u4f4d TOP3 \u5f02\u5e38\u5de5\u4f4d&#xff0c;\u5e76\u5728\u8f66\u95f4\u4e09\u7ef4\u89c6\u89d2\u4e2d\u9ad8\u4eae\u5c55\u793a\u5f53\u524d\u8fd0\u884c\u7684\u673a\u68b0\u81c2\u8f7d\u8377\u201d\u3002<\/p>\n<p>\u6b64\u65f6&#xff0c;\u5185\u7f6e\u7684\u89c4\u5212 Agent \u4f1a\u5229\u7528\u591a\u6a21\u6001\u63a8\u7406\u80fd\u529b&#xff0c;\u5c06\u975e\u7ed3\u6784\u5316\u8bed\u8a00\u62c6\u89e3\u4e3a\u4e09\u5c42\u4efb\u52a1\u6d41&#xff1a;<\/p>\n<li>\u6307\u6807\u6d41&#xff1a;\u83b7\u53d6\u538b\u5dee\u5f02\u5e38\u7387\u5e8f\u5217\u3001\u5de5\u4f4d\u7f3a\u9677\u5206\u5e03\u3002<\/li>\n<li>\u7a7a\u95f4\u6d41&#xff1a;\u83b7\u53d6\u88c5\u914d\u8f66\u95f4 S03 \u7684 3D \u6a21\u578b\u573a\u666f\u56fe\u5143\u6620\u5c04\u3002<\/li>\n<li>\u4ea4\u4e92\u6d41&#xff1a;\u5b9a\u4e49\u201c\u5f53\u538b\u5dee\u8d85\u8fc7\u4e34\u754c\u9608\u503c\u65f6&#xff0c;\u9a71\u52a8 3D \u573a\u666f\u805a\u7126\u7279\u5b9a\u673a\u68b0\u81c2\u201d\u7684\u8054\u52a8\u903b\u8f91\u3002<\/li>\n<h4>3.2 \u9636\u6bb5\u4e8c&#xff1a;\u81ea\u52a8\u63a8\u5bfc\u6570\u636e\u5951\u7ea6\u4e0e SQL \u751f\u6210&#xff08;AI SQL &amp; Data Contract&#xff09;<\/h4>\n<p>\u4f20\u7edf\u65b9\u6848\u4e2d&#xff0c;\u9700\u8981\u5411\u6570\u4ed3\u56e2\u961f\u63d0\u5de5\u5355\u3002\u800c\u5728 Zmetaboard \u8303\u5f0f\u4e2d&#xff0c;Agent \u81ea\u52a8\u626b\u63cf\u7edf\u4e00\u5143\u6570\u636e\u5b57\u5178&#xff0c;\u8bc6\u522b\u5230&#xff1a;<\/p>\n<ul>\n<li>\u538b\u5dee\u65f6\u5e8f\u6570\u636e\u5b58\u50a8\u4e8e ClickHouse \u96c6\u7fa4 iot_battery_metrics&#xff1b;<\/li>\n<li>\u5de5\u4f4d\u4e0e\u673a\u68b0\u81c2\u72b6\u6001\u5b58\u50a8\u4e8e PostgreSQL \u4e1a\u52a1\u5e93 mes_workstation_status\u3002<\/li>\n<\/ul>\n<p>Agent \u81ea\u52a8\u751f\u6210\u8de8\u6e90\u67e5\u8be2\u903b\u8f91\u4e0e\u6267\u884c\u8ba1\u5212&#xff0c;\u5e76\u63a8\u5bfc\u751f\u6210\u4e25\u82db\u7684\u6570\u636e\u5951\u7ea6&#xff08;Data Contract&#xff09;&#xff1a;<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string-property property\">&#034;contractId&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;contract_s03_alarm_pipeline&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token string-property property\">&#034;refreshInterval&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;500ms&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token string-property property\">&#034;schema&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string-property property\">&#034;timestamp&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;ISO8601&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string-property property\">&#034;stationId&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;String&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string-property property\">&#034;batteryVoltageDelta&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;Float&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string-property property\">&#034;alarmLevel&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;Enum(CRITICAL, WARNING, NORMAL)&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string-property property\">&#034;armEntityId&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;String&#034;<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u901a\u8fc7\u81ea\u52a8\u5316\u9a8c\u8bc1\u6c99\u7bb1&#xff0c;\u786e\u4fdd\u6267\u884c\u51fa\u7684\u6570\u636e\u5b8c\u5168\u7b26\u5408\u5951\u7ea6&#xff0c;\u907f\u514d\u4e86\u524d\u540e\u7aef\u56e0\u5b57\u6bb5\u547d\u540d\u3001null \u503c\u5904\u7406\u4e0d\u5f53\u5f15\u53d1\u7684\u7ebf\u4e0a\u767d\u5c4f\u5d29\u6e83\u3002<\/p>\n<h4>3.3 \u9636\u6bb5\u4e09&#xff1a;\u667a\u80fd\u7ec4\u4ef6\u88c5\u914d&#xff08;Widget Orchestration&#xff09;<\/h4>\n<p>AI Forge \u89e3\u6790\u6570\u636e\u5951\u7ea6\u540e&#xff0c;\u81ea\u52a8\u8fdb\u884c\u89c6\u89c9\u8bed\u610f\u6620\u5c04&#xff0c;\u4e0d\u518d\u9700\u8981\u4eba\u4e3a\u53bb\u201c\u5de6\u4fa7\u62d6\u4e00\u4e2a\u6298\u7ebf\u56fe\u3001\u53f3\u4fa7\u62d6\u4e00\u4e2a\u67f1\u72b6\u56fe\u201d&#xff1a;<\/p>\n<ul>\n<li>\u9488\u5bf9\u538b\u5dee\u5f02\u5e38\u7387&#xff0c;\u88c5\u914d\u201c\u9ad8\u7cbe\u5ea6\u65f6\u5e8f\u6c34\u6ce2\u56fe &#043; \u5f02\u5e38\u6ce2\u52a8\u6563\u70b9\u9608\u503c\u7ebf\u201d&#xff1b;<\/li>\n<li>\u9488\u5bf9 TOP3 \u5de5\u4f4d&#xff0c;\u88c5\u914d\u5177\u5907\u52a8\u6001\u5fae\u52a8\u6548\u7684\u201c\u6a2a\u5411\u6d41\u5149\u6392\u540d\u5361\u7247\u201d&#xff1b;<\/li>\n<li>\u89c6\u89c9\u6392\u7248\u9075\u5faa\u9ec4\u91d1\u5206\u5272\u4e0e\u5de5\u63a7\u5927\u5c4f\u5bf9\u6bd4\u5ea6\u89c4\u8303&#xff0c;\u81ea\u52a8\u6ce8\u5165\u5f53\u524d\u73af\u5883\u7684\u6700\u4f73\u8272\u76d8\u4e0e\u54cd\u5e94\u5f0f CSS Grid \u53d8\u91cf\u3002<\/li>\n<\/ul>\n<h4>3.4 \u9636\u6bb5\u56db&#xff1a;TwinHub 3D \u6570\u5b57\u5b6a\u751f\u4e0e 2D \u6570\u636e\u539f\u751f\u4e92\u901a<\/h4>\n<p>\u5f53\u5927\u5c4f\u521d\u59cb\u5316\u65f6&#xff0c;TwinHub \u5f15\u64ce\u6302\u8f7d\u88c5\u914d\u8f66\u95f4\u7684\u8f7b\u91cf\u5316\u4e09\u7ef4\u573a\u666f&#xff08;glTF\/BIM \u8d44\u4ea7&#xff09;\u3002<\/p>\n<ul>\n<li>\u6570\u636e\u6d41\u5c42&#xff1a;WebSocket \u6301\u7eed\u704c\u5165 contract_s03_alarm_pipeline \u6570\u636e\u5305&#xff1b;<\/li>\n<li>\u8054\u52a8\u5c42&#xff1a;\u65e0\u9700\u624b\u5199 Three.js raycaster \u4e8b\u4ef6\u4e0e\u77e9\u9635\u53d8\u6362\u4ee3\u7801&#xff0c;TwinHub \u58f0\u660e\u5f0f\u5f15\u64ce\u81ea\u52a8\u5c06 armEntityId \u6620\u5c04\u5230\u573a\u666f\u4e2d\u7684 3D \u9aa8\u9abc\u8282\u70b9\u3002<\/li>\n<li>\u7a7a\u95f4\u5448\u73b0&#xff1a;\u4e00\u65e6\u538b\u5dee\u6570\u636e\u89e6\u53d1 CRITICAL \u72b6\u6001&#xff0c;\u4e09\u7ef4\u89c6\u56fe\u4e2d\u7684\u673a\u68b0\u81c2\u6a21\u578b\u6750\u8d28\u79d2\u7ea7\u5207\u6362\u4e3a\u62a5\u8b66\u9ad8\u4eae\u53d1\u5149 Shader&#xff0c;\u5e76\u81ea\u52a8\u6267\u884c\u8fd0\u955c\u805a\u7126&#xff08;Camera Smooth Transition&#xff09;\u7279\u5199&#xff0c;\u540c\u65f6\u53f3\u4fa7 2D Widget \u5c55\u793a\u8be5\u8bbe\u5907\u7684\u5386\u53f2\u68c0\u4fee\u62a5\u8868\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>4. \u843d\u5730\u5b9e\u6218&#xff1a;\u5de5\u4e1a\u5236\u9020\u5b9e\u65f6\u8c03\u5ea6\u4e0e 3D \u6570\u5b57\u5b6a\u751f\u770b\u677f\u91cd\u6784<\/h3>\n<p>\u4e3a\u4e86\u6e05\u6670\u5c55\u73b0\u8303\u5f0f\u8f6c\u6362\u5e26\u6765\u7684\u4ea4\u4ed8\u6548\u7387\u53d8\u9769&#xff0c;\u6211\u4eec\u4ee5\u67d0\u52a8\u529b\u7535\u6c60\u5de8\u5934**\u201c\u88c5\u914d\u8f66\u95f4\u5b9e\u65f6\u8c03\u5ea6\u4e0e\u6570\u5b57\u5b6a\u751f\u5927\u5c4f\u201d**\u4e3a\u4f8b&#xff0c;\u5bf9\u6bd4\u4e24\u79cd\u5f00\u53d1\u6a21\u5f0f\u7684\u5b9e\u65bd\u5386\u7a0b\u3002<\/p>\n<h4>4.1 \u4f20\u7edf\u201c\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u624b\u5de5\u6d41\u201d\u4ea4\u4ed8\u5207\u7247<\/h4>\n<p>[T&#043;0] \u4e1a\u52a1\u5f00\u4f1a&#xff0c;\u4ea7\u51fa\u5927\u5c4f\u539f\u578b\u56fe&#xff08;Axure&#xff09;&#xff1b;<br \/>\n[T&#043;2] UI \u89c6\u89c9\u8bbe\u8ba1\u5e08\u8f93\u51fa\u84dd\u7d2b\u8272\u9ad8\u4fdd\u771f\u8bbe\u8ba1\u7a3f&#xff08;Sketch\/Figma&#xff09;&#xff1b;<br \/>\n[T&#043;4] \u6570\u4ed3\u5de5\u7a0b\u5e08\u7f16\u5199 Flink \u5b9e\u65f6\u4efb\u52a1\u4e0e ClickHouse \u5bbd\u8868&#xff0c;\u5bf9\u5916\u66b4\u9732\u805a\u5408\u63a5\u53e3&#xff1b;<br \/>\n[T&#043;7] \u524d\u7aef\u5de5\u7a0b\u5e08\u4f7f\u7528 Vue \u642d\u5efa\u57fa\u7840\u811a\u624b\u67b6&#xff0c;\u5bfc\u5165 ECharts \u9010\u4e2a\u914d\u7f6e option&#xff0c;\u5fae\u8c03\u6e10\u53d8\u8272\u3001\u9634\u5f71\u5c5e\u6027&#xff1b;<br \/>\n[T&#043;10] 3D \u4e13\u9879\u5de5\u7a0b\u5e08\u7f16\u5199 Three.js \u52a0\u8f7d\u8f66\u95f4\u6a21\u578b&#xff0c;\u5c1d\u8bd5\u901a\u8fc7\u5168\u5c40\u4e8b\u4ef6\u603b\u7ebf&#xff08;EventBus&#xff09;\u4e0e 2D \u56fe\u8868\u6253\u901a\u8054\u52a8\u903b\u8f91&#xff1b;<br \/>\n[T&#043;14] \u73b0\u573a\u8054\u8c03&#xff1a;\u53d1\u73b0\u63a5\u53e3\u6570\u636e\u9891\u7e41\u8fd4\u56de null \u5bfc\u81f4\u56fe\u8868\u62a5\u9519\u767d\u5c4f&#xff1b;\u5927\u5c4f\u5728\u9ad8\u5206\u5c4f\u4e0b\u51fa\u73b0\u6392\u7248\u91cd\u53e0\u9519\u4f4d&#xff1b;\u4fee\u6539\u4e00\u4e2a\u5b57\u6bb5\u53e3\u5f84\u5bfc\u81f4\u4e09\u7aef\u91cd\u65b0\u5bf9\u9f50&#xff1b;<br \/>\n[T&#043;20] 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