{"id":120715,"date":"2026-11-01T04:40:53","date_gmt":"2026-10-31T20:40:53","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/120715.html"},"modified":"2026-11-01T04:40:53","modified_gmt":"2026-10-31T20:40:53","slug":"%e7%94%a8-ai-%e5%bc%80%e5%8f%91%e4%b8%8a%e4%bd%8d%e6%9c%ba%ef%bc%9a%e5%b5%8c%e5%85%a5%e5%bc%8f%e5%b7%a5%e7%a8%8b%e5%b8%88%e7%9a%84%e6%a1%8c%e9%9d%a2%e5%b7%a5%e5%85%b7%e8%87%aa%e7%94%b1%e4%b9%8b","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/120715.html","title":{"rendered":"\u7528 AI \u5f00\u53d1\u4e0a\u4f4d\u673a\uff1a\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\u684c\u9762\u5de5\u5177\u81ea\u7531\u4e4b\u8def"},"content":{"rendered":"<h3>1. \u5199\u5728\u524d\u9762&#xff1a;\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684&#034;\u4e0a\u4f4d\u673a\u4e4b\u75db&#034;<\/h3>\n<p>\u505a\u5d4c\u5165\u5f0f\u7684\u5e94\u8be5\u90fd\u9047\u5230\u8fc7\u8fd9\u79cd\u573a\u9762&#xff1a;\u677f\u5b50\u8c03\u901a\u4e86&#xff0c;\u4e32\u53e3\u6570\u636e\u54d7\u54d7\u5f80\u5916\u5192&#xff0c;\u4f60\u53ea\u80fd\u76ef\u7740\u4e00\u4e2a\u9ed1\u7a97\u53e3&#xff0c;\u770b\u4e00\u4e32\u5341\u516d\u8fdb\u5236\u6570\u5b57\u6eda\u8fc7\u53bb\u3002\u60f3\u753b\u6761\u66f2\u7ebf\u770b\u770b\u4f20\u611f\u5668\u6570\u636e\u600e\u4e48\u53d8\u7684&#xff1f;\u60f3\u70b9\u4e2a\u6309\u94ae\u5c31\u7ed9\u4e0b\u4f4d\u673a\u53d1\u6761\u6307\u4ee4&#xff1f;\u60f3\u628a\u91c7\u5230\u7684\u6570\u636e\u5b58\u6210\u8868\u683c&#xff1f;<br \/>\n\u90a3\u5c31\u53bb\u641c&#034;\u4e32\u53e3\u8c03\u8bd5\u52a9\u624b&#034;\u5427&#xff0c;\u4e0b\u4e2a\u514d\u8d39\u7248&#xff0c;\u529f\u80fd\u4e0d\u5168\u3001\u754c\u9762\u96be\u770b&#xff0c;\u8fd8\u5f39\u5e7f\u544a\u3002\u5e72\u8106\u81ea\u5df1\u5199&#xff1f;\u6253\u5f00 Visual Studio \u6216\u8005 Qt Creator&#xff0c;\u73af\u5883\u914d\u7f6e\u3001\u4f9d\u8d56\u5b89\u88c5\u3001\u7f16\u8bd1\u62a5\u9519\u8f6e\u756a\u4e0a\u9635&#xff0c;\u4e1a\u52a1\u903b\u8f91\u4e00\u884c\u6ca1\u5199&#xff0c;\u70ed\u60c5\u5148\u6ca1\u4e86\u4e00\u534a\u3002<br \/>\n\u8fd9\u5c31\u662f\u6211\u8bf4\u7684&#034;\u4e0a\u4f4d\u673a\u4e4b\u75db&#034;&#xff1a;\u6211\u4eec\u5929\u5929\u8ddf\u5bc4\u5b58\u5668\u3001\u65f6\u5e8f\u3001\u4e2d\u65ad\u6253\u4ea4\u9053&#xff0c;\u504f\u504f\u4e0d\u64c5\u957f\u505a Windows \u684c\u9762\u5e94\u7528\u3002C \u8bed\u8a00\u5199\u88f8\u673a\u4ee3\u7801\u5199\u60ef\u4e86&#xff0c;\u7a81\u7136\u8981\u9762\u5bf9 Qt \u7684\u4fe1\u53f7\u69fd\u3001MFC \u7684\u6d88\u606f\u6620\u5c04\u3001WPF \u7684 XAML \u7ed1\u5b9a&#xff0c;\u5149\u770b\u6587\u6863\u5c31\u591f\u529d\u9000\u7684\u3002<br \/>\n\u53ef\u73b0\u5b9e\u6446\u5728\u8fd9\u513f&#xff1a;\u4e00\u4e2a\u987a\u624b\u7684\u4e0a\u4f4d\u673a&#xff0c;\u771f\u80fd\u8ba9\u8c03\u8bd5\u6548\u7387\u7ffb\u500d\u3002\u53cd\u590d\u6572\u547d\u4ee4\u3001\u624b\u52a8\u8bb0\u6570\u636e\u8fd9\u4e9b\u6d3b&#xff0c;\u4ea4\u7ed9\u5de5\u5177\u5e72&#xff0c;\u4f60\u80fd\u7701\u4e0b\u5927\u628a\u65f6\u95f4\u3002<br \/>\n\u800c\u73b0\u5728\u6709\u4e86 AI&#xff0c;\u8fd9\u9053\u95e8\u69db\u57fa\u672c\u88ab\u62b9\u5e73\u4e86\u2014\u2014\u8fde\u5f00\u53d1\u73af\u5883\u90fd\u4e0d\u7528\u4f60\u81ea\u5df1\u88c5\u3002<\/p>\n<h3>2. \u4e3a\u4ec0\u4e48\u5d4c\u5165\u5f0f\u5f00\u53d1\u8005\u9700\u8981\u81ea\u5df1\u7684\u4e0a\u4f4d\u673a<\/h3>\n<p>\u5728\u8bb2\u600e\u4e48\u7528 AI \u505a\u4e4b\u524d&#xff0c;\u5148\u8bf4\u8bf4\u4e3a\u4ec0\u4e48\u503c\u5f97\u505a\u3002\u5f88\u591a\u4eba\u89c9\u5f97&#034;\u80fd\u7528\u5c31\u884c&#034;&#xff0c;\u4f46\u771f\u6b63\u505a\u8fc7\u9879\u76ee\u7684\u4eba\u90fd\u77e5\u9053&#xff0c;\u901a\u7528\u5de5\u5177\u548c\u4e13\u7528\u5de5\u5177\u4e4b\u95f4\u7684\u5dee\u8ddd\u6709\u591a\u5927\u3002<\/p>\n<h4>2.1 \u901a\u7528\u5de5\u5177\u7684\u5c40\u9650<\/h4>\n<p>\u5e02\u9762\u4e0a\u7684\u4e32\u53e3\u52a9\u624b\u3001\u7f51\u7edc\u8c03\u8bd5\u5de5\u5177\u786e\u5b9e\u4e0d\u5c11&#xff0c;\u4f46\u5b83\u4eec\u6709\u51e0\u4e2a\u5171\u540c\u7684\u75db\u70b9&#xff1a;<\/p>\n<ul>\n<li>\u529f\u80fd\u56fa\u5b9a&#xff1a;\u4f60\u9700\u8981\u7684\u534f\u8bae\u89e3\u6790\u3001\u6570\u636e\u6821\u9a8c\u3001\u81ea\u52a8\u5e94\u7b54&#xff0c;\u5b83\u4e0d\u4e00\u5b9a\u6709\u3002<\/li>\n<li>\u754c\u9762\u50f5\u5316&#xff1a;\u60f3\u6309\u81ea\u5df1\u7684\u4e60\u60ef\u5e03\u5c40&#xff1f;\u60f3\u52a0\u4e2a\u5feb\u6377\u6309\u94ae&#xff1f;\u6ca1\u95e8\u3002<\/li>\n<li>\u6570\u636e\u96be\u7559\u5b58&#xff1a;\u91c7\u96c6\u7684\u6570\u636e\u5bfc\u51fa\u683c\u5f0f\u4e0d\u53cb\u597d&#xff0c;\u540e\u671f\u5206\u6790\u8fd8\u5f97\u624b\u52a8\u6574\u7406\u3002<\/li>\n<li>\u65e0\u6cd5\u5b9a\u5236\u903b\u8f91&#xff1a;\u6bd4\u5982&#034;\u6536\u5230 A \u6307\u4ee4\u540e\u5ef6\u8fdf 100ms \u81ea\u52a8\u56de\u590d B&#034;&#xff0c;\u901a\u7528\u5de5\u5177\u6839\u672c\u505a\u4e0d\u5230\u3002<\/li>\n<\/ul>\n<h4>2.2 \u4e13\u7528\u4e0a\u4f4d\u673a\u7684\u4ef7\u503c<\/h4>\n<p>\u9488\u5bf9\u81ea\u5df1\u7684\u9879\u76ee\u5199\u4e00\u4e2a\u4e0a\u4f4d\u673a&#xff0c;\u6536\u76ca\u662f\u7acb\u7aff\u89c1\u5f71\u7684&#xff1a;<\/p>\n<ul>\n<li>\u534f\u8bae\u89e3\u6790\u81ea\u52a8\u5316&#xff1a;\u628a\u79c1\u6709\u534f\u8bae\u5c01\u88c5\u8fdb\u53bb&#xff0c;\u6536\u5230\u7684\u539f\u59cb\u5b57\u8282\u76f4\u63a5\u89e3\u6790\u6210\u6709\u610f\u4e49\u7684\u5b57\u6bb5\u3002<\/li>\n<li>\u6570\u636e\u53ef\u89c6\u5316&#xff1a;\u5b9e\u65f6\u66f2\u7ebf\u3001\u4eea\u8868\u76d8\u3001\u72b6\u6001\u706f&#xff0c;\u4e00\u773c\u770b\u6e05\u7cfb\u7edf\u8fd0\u884c\u72b6\u6001\u3002<\/li>\n<li>\u6279\u91cf\u6d4b\u8bd5&#xff1a;\u4e00\u952e\u8dd1\u5b8c\u51e0\u5341\u6761\u6d4b\u8bd5\u7528\u4f8b&#xff0c;\u81ea\u52a8\u751f\u6210\u62a5\u544a\u3002<\/li>\n<li>\u964d\u4f4e\u56e2\u961f\u95e8\u69db&#xff1a;\u628a\u590d\u6742\u7684\u8c03\u8bd5\u6d41\u7a0b\u5c01\u88c5\u6210\u51e0\u4e2a\u6309\u94ae&#xff0c;\u65b0\u4eba\u4e5f\u80fd\u5feb\u901f\u4e0a\u624b\u3002<\/li>\n<\/ul>\n<p>\u4e00\u53e5\u8bdd\u603b\u7ed3&#xff1a;\u4e0a\u4f4d\u673a\u662f\u4f60\u548c\u786c\u4ef6\u4e4b\u95f4\u7684&#034;\u7ffb\u8bd1\u5b98&#034;\u548c&#034;\u63a7\u5236\u53f0&#034;&#xff0c;\u5b83\u51b3\u5b9a\u4e86\u4f60\u8c03\u8bd5\u65f6\u7684\u4f53\u9a8c\u4e0a\u9650\u3002<\/p>\n<h3>3. AI \u5f00\u53d1\u4e0a\u4f4d\u673a&#xff1a;\u4ece&#034;\u4e0d\u6562\u60f3&#034;\u5230&#034;\u771f\u9999&#034;<\/h3>\n<p>\u8fc7\u53bb&#xff0c;\u5199\u4e00\u4e2a\u50cf\u6837\u7684\u4e0a\u4f4d\u673a&#xff0c;\u4ece\u73af\u5883\u642d\u5efa\u5230\u529f\u80fd\u5b9e\u73b0&#xff0c;\u5c11\u8bf4\u4e5f\u8981\u51e0\u5929\u751a\u81f3\u51e0\u5468\u3002\u73b0\u5728&#xff0c;\u8fd9\u4e2a\u8fc7\u7a0b\u88ab AI \u538b\u7f29\u5230\u4e86\u51e0\u4e2a\u5c0f\u65f6&#xff0c;\u800c\u4e14\u4f60\u51e0\u4e4e\u4e0d\u7528\u78b0\u547d\u4ee4\u884c\u3002<\/p>\n<h4>3.1 \u4f20\u7edf\u5f00\u53d1\u6d41\u7a0b vs AI \u8f85\u52a9\u5f00\u53d1<\/h4>\n<p>\u5148\u770b\u4e00\u5f20\u5bf9\u6bd4\u56fe&#xff0c;\u611f\u53d7\u4e00\u4e0b\u5dee\u8ddd&#xff1a;<\/p>\n<p>#mermaid-svg-Mu4rck6sZAvTbw3n{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-Mu4rck6sZAvTbw3n .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-Mu4rck6sZAvTbw3n .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-Mu4rck6sZAvTbw3n .error-icon{fill:#552222;}#mermaid-svg-Mu4rck6sZAvTbw3n .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-Mu4rck6sZAvTbw3n .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-Mu4rck6sZAvTbw3n .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-Mu4rck6sZAvTbw3n .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-Mu4rck6sZAvTbw3n .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-Mu4rck6sZAvTbw3n .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-Mu4rck6sZAvTbw3n .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-Mu4rck6sZAvTbw3n .marker{fill:#333333;stroke:#333333;}#mermaid-svg-Mu4rck6sZAvTbw3n .marker.cross{stroke:#333333;}#mermaid-svg-Mu4rck6sZAvTbw3n svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-Mu4rck6sZAvTbw3n p{margin:0;}#mermaid-svg-Mu4rck6sZAvTbw3n .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-Mu4rck6sZAvTbw3n .cluster-label text{fill:#333;}#mermaid-svg-Mu4rck6sZAvTbw3n .cluster-label span{color:#333;}#mermaid-svg-Mu4rck6sZAvTbw3n .cluster-label span p{background-color:transparent;}#mermaid-svg-Mu4rck6sZAvTbw3n .label text,#mermaid-svg-Mu4rck6sZAvTbw3n span{fill:#333;color:#333;}#mermaid-svg-Mu4rck6sZAvTbw3n .node rect,#mermaid-svg-Mu4rck6sZAvTbw3n .node circle,#mermaid-svg-Mu4rck6sZAvTbw3n .node ellipse,#mermaid-svg-Mu4rck6sZAvTbw3n .node polygon,#mermaid-svg-Mu4rck6sZAvTbw3n .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-Mu4rck6sZAvTbw3n .rough-node .label text,#mermaid-svg-Mu4rck6sZAvTbw3n .node .label text,#mermaid-svg-Mu4rck6sZAvTbw3n .image-shape .label,#mermaid-svg-Mu4rck6sZAvTbw3n .icon-shape .label{text-anchor:middle;}#mermaid-svg-Mu4rck6sZAvTbw3n .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-Mu4rck6sZAvTbw3n .rough-node .label,#mermaid-svg-Mu4rck6sZAvTbw3n .node .label,#mermaid-svg-Mu4rck6sZAvTbw3n .image-shape .label,#mermaid-svg-Mu4rck6sZAvTbw3n .icon-shape .label{text-align:center;}#mermaid-svg-Mu4rck6sZAvTbw3n .node.clickable{cursor:pointer;}#mermaid-svg-Mu4rck6sZAvTbw3n .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-Mu4rck6sZAvTbw3n .arrowheadPath{fill:#333333;}#mermaid-svg-Mu4rck6sZAvTbw3n .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-Mu4rck6sZAvTbw3n .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-Mu4rck6sZAvTbw3n .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-Mu4rck6sZAvTbw3n .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-Mu4rck6sZAvTbw3n .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-Mu4rck6sZAvTbw3n .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-Mu4rck6sZAvTbw3n .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-Mu4rck6sZAvTbw3n .cluster text{fill:#333;}#mermaid-svg-Mu4rck6sZAvTbw3n .cluster span{color:#333;}#mermaid-svg-Mu4rck6sZAvTbw3n div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-Mu4rck6sZAvTbw3n .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-Mu4rck6sZAvTbw3n rect.text{fill:none;stroke-width:0;}#mermaid-svg-Mu4rck6sZAvTbw3n .icon-shape,#mermaid-svg-Mu4rck6sZAvTbw3n .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-Mu4rck6sZAvTbw3n .icon-shape p,#mermaid-svg-Mu4rck6sZAvTbw3n .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-Mu4rck6sZAvTbw3n .icon-shape .label rect,#mermaid-svg-Mu4rck6sZAvTbw3n .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-Mu4rck6sZAvTbw3n .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-Mu4rck6sZAvTbw3n .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-Mu4rck6sZAvTbw3n :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<span class=\"nodeLabel\"><\/p>\n<p>AI \u8f85\u52a9\u5f00\u53d1\u6d41\u7a0b<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u9700\u6c42<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>AI \u751f\u6210\u5b8c\u6574\u4ee3\u7801<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>AI \u81ea\u52a8\u88c5\u4f9d\u8d56<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>AI \u6253\u5305\u6210 exe<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u76f4\u63a5\u8fd0\u884c\u9a8c\u8bc1<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u4f20\u7edf\u5f00\u53d1\u6d41\u7a0b<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5b89\u88c5 IDE<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u914d\u7f6e\u7f16\u8bd1\u73af\u5883<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u624b\u5199\u754c\u9762\u4ee3\u7801<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u8c03\u8bd5\u7f16\u8bd1\u9519\u8bef<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u624b\u52a8\u6253\u5305 exe<\/p>\n<p><\/span><\/p>\n<p>\u4f20\u7edf\u6d41\u7a0b\u91cc&#xff0c;\u5149\u662f&#034;\u914d\u7f6e\u7f16\u8bd1\u73af\u5883&#034;\u548c&#034;\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93&#034;\u5c31\u80fd\u5361\u4f4f\u4e00\u5927\u534a\u4eba\u3002\u800c AI \u8f85\u52a9\u6d41\u7a0b\u91cc&#xff0c;\u8fd9\u4e9b\u810f\u6d3b\u7d2f\u6d3b\u5168\u90e8\u7531 AI \u4ee3\u52b3&#xff0c;\u4f60\u53ea\u9700\u8981\u4e13\u6ce8\u4e8e\u63cf\u8ff0\u4f60\u60f3\u8981\u4ec0\u4e48\u3002<\/p>\n<h4>3.2 \u6211\u4e3a\u4ec0\u4e48\u9009\u62e9 PyQt<\/h4>\n<p>\u5728\u8ba9 AI \u5e2e\u6211\u505a\u4e0a\u4f4d\u673a\u65f6&#xff0c;\u6211\u6700\u7ec8\u9009\u5b9a\u4e86 PyQt&#xff08;\u51c6\u786e\u8bf4\u662f PyQt5\/PyQt6&#xff09;\u4f5c\u4e3a\u6280\u672f\u6808&#xff0c;\u539f\u56e0\u6709\u51e0\u4e2a&#xff1a;<\/p>\n<ul>\n<li>Python \u751f\u6001\u53cb\u597d&#xff1a;\u4e32\u53e3\u7528 pyserial&#xff0c;\u6570\u636e\u5904\u7406\u7528 numpy\/pandas&#xff0c;\u7ed8\u56fe\u7528 pyqtgraph&#xff0c;\u5168\u662f\u73b0\u6210\u7684\u8f6e\u5b50\u3002<\/li>\n<li>\u754c\u9762\u80fd\u529b\u5f3a&#xff1a;Qt \u7684\u63a7\u4ef6\u4f53\u7cfb\u6210\u719f&#xff0c;\u505a\u51fa\u6765\u7684\u754c\u9762\u4e13\u4e1a\u3001\u7f8e\u89c2&#xff0c;\u4e0d\u50cf Tkinter \u90a3\u6837&#034;\u4e00\u773c\u5ec9\u4ef7&#034;\u3002<\/li>\n<li>AI \u751f\u6210\u8d28\u91cf\u9ad8&#xff1a;PyQt \u7684\u4ee3\u7801\u6a21\u5f0f\u76f8\u5bf9\u56fa\u5b9a&#xff0c;AI \u5bf9\u5b83\u7684\u638c\u63e1\u7a0b\u5ea6\u5f88\u597d&#xff0c;\u751f\u6210\u7684\u4ee3\u7801\u53ef\u7528\u6027\u9ad8\u3002<\/li>\n<li>\u6253\u5305\u65b9\u4fbf&#xff1a;\u7528 PyInstaller \u4e00\u884c\u547d\u4ee4\u5c31\u80fd\u6253\u5305\u6210\u72ec\u7acb\u7684 exe&#xff0c;\u7528\u6237\u4e0d\u9700\u8981\u88c5 Python\u3002<\/li>\n<\/ul>\n<p>\u6700\u5173\u952e\u7684\u662f&#xff0c;\u8fd9\u4e9b\u6280\u672f\u7ec6\u8282\u4f60\u90fd\u4e0d\u9700\u8981\u63d0\u524d\u638c\u63e1&#xff0c;AI \u4f1a\u5728\u751f\u6210\u4ee3\u7801\u7684\u540c\u65f6\u628a\u4f9d\u8d56\u548c\u6253\u5305\u811a\u672c\u4e00\u8d77\u641e\u5b9a\u3002<\/p>\n<h3>4. \u5b9e\u6218&#xff1a;\u8ba9 AI \u4ece\u96f6\u505a\u4e00\u4e2a\u4e32\u53e3\u4e0a\u4f4d\u673a<\/h3>\n<p>\u4e0b\u9762\u7528\u4e00\u4e2a\u771f\u5b9e\u7684\u9700\u6c42\u6765\u6f14\u793a\u6574\u4e2a\u6d41\u7a0b\u3002\u5047\u8bbe\u6211\u8981\u505a\u4e00\u4e2a\u4e32\u53e3\u6570\u636e\u91c7\u96c6\u4e0e\u53ef\u89c6\u5316\u5de5\u5177&#xff0c;\u9700\u6c42\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u652f\u6301\u9009\u62e9\u4e32\u53e3\u53f7\u3001\u6ce2\u7279\u7387&#xff0c;\u6253\u5f00\/\u5173\u95ed\u4e32\u53e3\u3002<\/li>\n<li>\u5b9e\u65f6\u63a5\u6536\u6570\u636e&#xff0c;\u6309\u534f\u8bae\u89e3\u6790\u6210\u6570\u503c\u3002<\/li>\n<li>\u7528\u66f2\u7ebf\u5b9e\u65f6\u663e\u793a\u6570\u636e\u53d8\u5316\u3002<\/li>\n<li>\u652f\u6301\u628a\u6570\u636e\u4fdd\u5b58\u6210 CSV \u6587\u4ef6\u3002<\/li>\n<\/ul>\n<h4>4.1 \u7b2c\u4e00\u6b65&#xff1a;\u628a\u9700\u6c42\u8bb2\u6e05\u695a<\/h4>\n<p>AI \u5f00\u53d1\u7684\u5173\u952e\u5728\u4e8e\u9700\u6c42\u63cf\u8ff0\u3002\u4e0d\u8981\u53ea\u8bf4&#034;\u5e2e\u6211\u505a\u4e2a\u4e32\u53e3\u52a9\u624b&#034;&#xff0c;\u800c\u8981\u50cf\u7ed9\u540c\u4e8b\u6d3e\u6d3b\u4e00\u6837&#xff0c;\u628a\u529f\u80fd\u70b9\u3001\u754c\u9762\u5e03\u5c40\u3001\u6570\u636e\u683c\u5f0f\u90fd\u8bb2\u660e\u767d\u3002\u6211\u7684\u63d0\u793a\u8bcd\u5927\u6982\u662f\u8fd9\u6837&#xff1a;<\/p>\n<p>\u8bf7\u7528 PyQt6 \u5e2e\u6211\u5199\u4e00\u4e2a\u4e32\u53e3\u6570\u636e\u91c7\u96c6\u4e0a\u4f4d\u673a&#xff0c;\u8981\u6c42&#xff1a;<br \/>\n1. \u754c\u9762\u9876\u90e8\u6709\u4e32\u53e3\u9009\u62e9\u4e0b\u62c9\u6846\u3001\u6ce2\u7279\u7387\u9009\u62e9\u4e0b\u62c9\u6846\u3001\u6253\u5f00\/\u5173\u95ed\u6309\u94ae&#xff1b;<br \/>\n2. \u4e2d\u95f4\u533a\u57df\u7528 pyqtgraph \u5b9e\u65f6\u7ed8\u5236\u66f2\u7ebf&#xff0c;\u652f\u6301\u591a\u6761\u66f2\u7ebf&#xff1b;<br \/>\n3. \u5e95\u90e8\u6709\u5f00\u59cb\u8bb0\u5f55\/\u505c\u6b62\u8bb0\u5f55\u6309\u94ae&#xff0c;\u6570\u636e\u4fdd\u5b58\u4e3a CSV&#xff1b;<br \/>\n4. \u4e32\u53e3\u6570\u636e\u683c\u5f0f\u4e3a&#xff1a;\u5e27\u5934 0xAA 0x55 &#043; 2 \u5b57\u8282\u6570\u636e &#043; \u6821\u9a8c\u548c&#xff1b;<br \/>\n5. \u8bf7\u7ed9\u51fa\u5b8c\u6574\u7684\u9879\u76ee\u7ed3\u6784\u3001\u4f9d\u8d56\u5b89\u88c5\u547d\u4ee4\u548c PyInstaller \u6253\u5305\u547d\u4ee4\u3002<\/p>\n<p>\u6ce8\u610f\u6700\u540e\u4e00\u6761\u2014\u2014\u660e\u786e\u8981\u6c42 AI \u7ed9\u51fa\u4f9d\u8d56\u5b89\u88c5\u548c\u6253\u5305\u547d\u4ee4&#xff0c;\u8fd9\u6837\u4f60\u5c31\u4e0d\u7528\u81ea\u5df1\u53bb\u67e5\u6587\u6863\u4e86\u3002<\/p>\n<h4>4.2 \u7b2c\u4e8c\u6b65&#xff1a;AI \u751f\u6210\u7684\u9879\u76ee\u7ed3\u6784<\/h4>\n<p>AI \u7ed9\u51fa\u7684\u9879\u76ee\u7ed3\u6784\u901a\u5e38\u662f\u8fd9\u6837&#xff1a;<\/p>\n<p>serial_monitor\/<br \/>\n\u251c\u2500\u2500 main.py              # \u7a0b\u5e8f\u5165\u53e3<br \/>\n\u251c\u2500\u2500 ui_main.py           # \u754c\u9762\u4ee3\u7801<br \/>\n\u251c\u2500\u2500 serial_worker.py     # \u4e32\u53e3\u8bfb\u53d6\u7ebf\u7a0b<br \/>\n\u251c\u2500\u2500 protocol.py          # \u534f\u8bae\u89e3\u6790<br \/>\n\u251c\u2500\u2500 requirements.txt     # \u4f9d\u8d56\u6e05\u5355<br \/>\n\u2514\u2500\u2500 build.bat            # \u6253\u5305\u811a\u672c<\/p>\n<p>\u8fd9\u4e2a\u7ed3\u6784\u6e05\u6670\u5408\u7406&#xff0c;\u628a\u754c\u9762\u3001\u4e1a\u52a1\u903b\u8f91\u3001\u534f\u8bae\u89e3\u6790\u5206\u79bb\u5f00&#xff0c;\u540e\u7eed\u7ef4\u62a4\u4e5f\u65b9\u4fbf\u3002<\/p>\n<h4>4.3 \u7b2c\u4e09\u6b65&#xff1a;\u6838\u5fc3\u4ee3\u7801\u4e00\u89c8<\/h4>\n<p>\u4e32\u53e3\u8bfb\u53d6\u90e8\u5206&#xff0c;AI \u4f1a\u7528 QThread \u628a\u963b\u585e\u7684\u4e32\u53e3\u8bfb\u53d6\u653e\u5230\u5b50\u7ebf\u7a0b&#xff0c;\u907f\u514d\u754c\u9762\u5361\u6b7b&#xff1a;<\/p>\n<p><span class=\"token keyword\">from<\/span> PyQt6<span class=\"token punctuation\">.<\/span>QtCore <span class=\"token keyword\">import<\/span> QThread<span class=\"token punctuation\">,<\/span> pyqtSignal<br \/>\n<span class=\"token keyword\">import<\/span> serial<\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">SerialWorker<\/span><span class=\"token punctuation\">(<\/span>QThread<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    data_received <span class=\"token operator\">&#061;<\/span> pyqtSignal<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">bytes<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> port<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> baudrate<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">115200<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token builtin\">super<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>__init__<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>port <span class=\"token operator\">&#061;<\/span> port<br \/>\n        self<span class=\"token punctuation\">.<\/span>baudrate <span class=\"token operator\">&#061;<\/span> baudrate<br \/>\n        self<span class=\"token punctuation\">.<\/span>_running <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">False<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">run<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            ser <span class=\"token operator\">&#061;<\/span> serial<span class=\"token punctuation\">.<\/span>Serial<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>port<span class=\"token punctuation\">,<\/span> self<span class=\"token punctuation\">.<\/span>baudrate<span class=\"token punctuation\">,<\/span> timeout<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0.1<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">except<\/span> serial<span class=\"token punctuation\">.<\/span>SerialException <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>data_received<span class=\"token punctuation\">.<\/span>emit<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u6253\u5f00\u4e32\u53e3\u5931\u8d25: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>e<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">.<\/span>encode<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">return<\/span><\/p>\n<p>        self<span class=\"token punctuation\">.<\/span>_running <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span><br \/>\n        <span class=\"token keyword\">while<\/span> self<span class=\"token punctuation\">.<\/span>_running<span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                data <span class=\"token operator\">&#061;<\/span> ser<span class=\"token punctuation\">.<\/span>read<span class=\"token punctuation\">(<\/span>ser<span class=\"token punctuation\">.<\/span>in_waiting <span class=\"token keyword\">or<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">if<\/span> data<span class=\"token punctuation\">:<\/span><br \/>\n                    self<span class=\"token punctuation\">.<\/span>data_received<span class=\"token punctuation\">.<\/span>emit<span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">except<\/span> Exception<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">break<\/span><br \/>\n        ser<span class=\"token punctuation\">.<\/span>close<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">stop<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>_running <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">False<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>wait<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u534f\u8bae\u89e3\u6790\u90e8\u5206&#xff0c;\u628a\u539f\u59cb\u5b57\u8282\u6d41\u6309\u5e27\u5934\u5207\u5206\u5e76\u6821\u9a8c&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">parse_frame<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">buffer<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">bytearray<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u4ece\u7f13\u51b2\u533a\u4e2d\u89e3\u6790\u51fa\u5b8c\u6574\u5e27&#xff0c;\u8fd4\u56de (\u6570\u503c\u5217\u8868, \u5269\u4f59\u7f13\u51b2\u533a)&#034;&#034;&#034;<\/span><br \/>\n    values <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        idx <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">buffer<\/span><span class=\"token punctuation\">.<\/span>find<span class=\"token punctuation\">(<\/span><span class=\"token string\">b&#034;\\\\xAA\\\\x55&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> idx <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">buffer<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span> idx <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">break<\/span><br \/>\n        frame <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">buffer<\/span><span class=\"token punctuation\">[<\/span>idx<span class=\"token punctuation\">:<\/span>idx <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        payload <span class=\"token operator\">&#061;<\/span> frame<span class=\"token punctuation\">[<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">:<\/span><span class=\"token number\">4<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        checksum <span class=\"token operator\">&#061;<\/span> frame<span class=\"token punctuation\">[<\/span><span class=\"token number\">4<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token builtin\">sum<\/span><span class=\"token punctuation\">(<\/span>payload<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;<\/span> <span class=\"token number\">0xFF<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> checksum<span class=\"token punctuation\">:<\/span><br \/>\n            value <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">.<\/span>from_bytes<span class=\"token punctuation\">(<\/span>payload<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;big&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            values<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>value<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">del<\/span> <span class=\"token builtin\">buffer<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">:<\/span>idx <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">del<\/span> <span class=\"token builtin\">buffer<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">:<\/span>idx <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span>  <span class=\"token comment\"># \u6821\u9a8c\u5931\u8d25&#xff0c;\u8df3\u8fc7\u4e00\u5b57\u8282\u91cd\u65b0\u627e\u5e27\u5934<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> values<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">buffer<\/span><\/p>\n<p>\u754c\u9762\u90e8\u5206\u7528 pyqtgraph \u753b\u5b9e\u65f6\u66f2\u7ebf&#xff0c;\u6027\u80fd\u6bd4 matplotlib \u597d\u5f97\u591a&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> pyqtgraph <span class=\"token keyword\">as<\/span> pg<br \/>\n<span class=\"token keyword\">from<\/span> PyQt6<span class=\"token punctuation\">.<\/span>QtWidgets <span class=\"token keyword\">import<\/span> QWidget<span class=\"token punctuation\">,<\/span> QVBoxLayout<\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">PlotWidget<\/span><span class=\"token punctuation\">(<\/span>QWidget<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> parent<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">None<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token builtin\">super<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>__init__<span class=\"token punctuation\">(<\/span>parent<span class=\"token punctuation\">)<\/span><br \/>\n        layout <span class=\"token operator\">&#061;<\/span> QVBoxLayout<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>plot <span class=\"token operator\">&#061;<\/span> pg<span class=\"token punctuation\">.<\/span>PlotWidget<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">.<\/span>setBackground<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;w&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">.<\/span>showGrid<span class=\"token punctuation\">(<\/span>x<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> y<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>curve <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span>pen<span class=\"token operator\">&#061;<\/span>pg<span class=\"token punctuation\">.<\/span>mkPen<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;b&#034;<\/span><span class=\"token punctuation\">,<\/span> width<span class=\"token operator\">&#061;<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        layout<span class=\"token punctuation\">.<\/span>addWidget<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>data <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">append_value<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> value<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>value<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">500<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># \u53ea\u4fdd\u7559\u6700\u8fd1 500 \u4e2a\u70b9<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>data <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">[<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">500<\/span><span class=\"token punctuation\">:<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>curve<span class=\"token punctuation\">.<\/span>setData<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">)<\/span><\/p>\n<p>\u8fd9\u4e9b\u4ee3\u7801\u4f60\u53ef\u80fd\u4e00\u65f6\u770b\u4e0d\u61c2\u7ec6\u8282&#xff0c;\u4f46\u6ca1\u5173\u7cfb\u2014\u2014AI \u4f1a\u89e3\u91ca&#xff0c;\u4f60\u53ea\u9700\u8981\u80fd\u8dd1\u8d77\u6765\u3001\u80fd\u6539\u9700\u6c42\u3002<\/p>\n<h4>4.4 \u7b2c\u56db\u6b65&#xff1a;\u4e00\u952e\u6253\u5305\u6210 exe<\/h4>\n<p>\u8fd9\u662f\u6700\u723d\u7684\u4e00\u6b65\u3002AI \u4f1a\u76f4\u63a5\u7ed9\u4f60\u6253\u5305\u547d\u4ee4&#xff1a;<\/p>\n<p>pip <span class=\"token function\">install<\/span> pyqt6 pyserial pyqtgraph pyinstaller<br \/>\npyinstaller <span class=\"token parameter variable\">&#8211;noconfirm<\/span> <span class=\"token parameter variable\">&#8211;onefile<\/span> <span class=\"token parameter variable\">&#8211;windowed<\/span> <span class=\"token parameter variable\">&#8211;name<\/span> SerialMonitor main.py<\/p>\n<p>\u6267\u884c\u5b8c&#xff0c;dist\/ \u76ee\u5f55\u4e0b\u5c31\u8eba\u7740\u4e00\u4e2a SerialMonitor.exe&#xff0c;\u53cc\u51fb\u5c31\u80fd\u8fd0\u884c&#xff0c;\u53d1\u7ed9\u540c\u4e8b\u4e5f\u4e0d\u7528\u88c5\u4efb\u4f55\u73af\u5883\u3002<\/p>\n<p>\u5982\u679c\u9047\u5230\u6253\u5305\u540e\u95ea\u9000\u3001\u7f3a\u5c11 DLL \u4e4b\u7c7b\u7684\u95ee\u9898&#xff0c;\u76f4\u63a5\u628a\u62a5\u9519\u4fe1\u606f\u4e22\u7ed9 AI&#xff0c;\u5b83\u4f1a\u544a\u8bc9\u4f60\u52a0\u54ea\u4e2a &#8211;hidden-import \u6216\u8005\u6539\u54ea\u4e2a\u53c2\u6570\u3002<\/p>\n<h3>5. \u6211\u7528 AI \u505a\u7684\u51e0\u4e2a\u4e0a\u4f4d\u673a<\/h3>\n<p>\u5728\u5c1d\u5230\u751c\u5934\u4e4b\u540e&#xff0c;\u6211\u4e00\u53e3\u6c14\u8ba9 AI \u5e2e\u6211\u505a\u4e86\u597d\u51e0\u4e2a\u4e0a\u4f4d\u673a&#xff0c;\u6bcf\u4e2a\u90fd\u53ea\u82b1\u4e86\u4e00\u4e24\u4e2a\u5c0f\u65f6&#xff1a;<\/p>\n<h4>5.1 \u4e32\u53e3\u534f\u8bae\u8c03\u8bd5\u5668<\/h4>\n<p>\u652f\u6301\u81ea\u5b9a\u4e49\u5e27\u683c\u5f0f&#xff0c;\u53ef\u4ee5\u914d\u7f6e\u5e27\u5934\u3001\u957f\u5ea6\u3001\u6821\u9a8c\u65b9\u5f0f&#xff0c;\u6536\u5230\u7684\u6570\u636e\u81ea\u52a8\u6309\u5b57\u6bb5\u89e3\u6790\u6210\u8868\u683c\u3002\u8c03\u8bd5\u79c1\u6709\u534f\u8bae\u65f6\u7279\u522b\u65b9\u4fbf&#xff0c;\u4e0d\u7528\u518d\u5bf9\u7740\u5341\u516d\u8fdb\u5236\u6570\u4e00\u4e2a\u4e2a\u6570\u3002<\/p>\n<h4>5.2 \u4f20\u611f\u5668\u6570\u636e\u91c7\u96c6\u4eea<\/h4>\n<p>\u63a5\u4e00\u4e2a USB \u8f6c\u4e32\u53e3&#xff0c;\u5b9e\u65f6\u91c7\u96c6\u6e29\u6e7f\u5ea6\u3001\u52a0\u901f\u5ea6\u6570\u636e&#xff0c;\u753b\u6210\u591a\u66f2\u7ebf\u56fe&#xff0c;\u540c\u65f6\u540e\u53f0\u8bb0\u5f55\u5230 CSV\u3002\u505a\u6570\u636e\u6807\u5b9a\u65f6&#xff0c;\u8fd9\u4e2a\u5de5\u5177\u5e2e\u6211\u7701\u4e86\u5927\u91cf\u624b\u5de5\u8bb0\u5f55\u7684\u65f6\u95f4\u3002<\/p>\n<h4>5.3 \u56fa\u4ef6\u5347\u7ea7\u5de5\u5177<\/h4>\n<p>\u901a\u8fc7\u4e32\u53e3\u6216 CAN \u628a\u56fa\u4ef6\u5206\u5305\u4e0b\u53d1&#xff0c;\u5e26\u8fdb\u5ea6\u6761\u3001\u6821\u9a8c\u3001\u65ad\u70b9\u7eed\u4f20\u3002\u4ee5\u524d\u7528\u547d\u4ee4\u884c\u811a\u672c\u5347\u7ea7&#xff0c;\u51fa\u9519\u90fd\u4e0d\u77e5\u9053\u9519\u5728\u54ea\u4e00\u6b65&#xff0c;\u73b0\u5728\u6709\u754c\u9762\u63d0\u793a&#xff0c;\u4e00\u76ee\u4e86\u7136\u3002<\/p>\n<h4>5.4 \u81ea\u52a8\u5316\u6d4b\u8bd5\u53f0<\/h4>\n<p>\u628a\u51e0\u5341\u6761\u6d4b\u8bd5\u7528\u4f8b\u5199\u8fdb\u914d\u7f6e&#xff0c;\u4e00\u952e\u8dd1\u5b8c&#xff0c;\u81ea\u52a8\u5224\u5b9a\u901a\u8fc7\/\u5931\u8d25&#xff0c;\u751f\u6210\u6d4b\u8bd5\u62a5\u544a\u3002\u8fd9\u4e2a\u5de5\u5177\u540e\u6765\u76f4\u63a5\u6210\u4e86\u56e2\u961f\u7684\u6807\u51c6\u6d4b\u8bd5\u6d41\u7a0b\u3002<\/p>\n<h3>6. \u8e29\u8fc7\u7684\u5751\u4e0e\u7ecf\u9a8c\u603b\u7ed3<\/h3>\n<p>AI \u867d\u7136\u5f3a\u5927&#xff0c;\u4f46\u4e5f\u4e0d\u662f\u4e07\u80fd\u7684\u3002\u5206\u4eab\u51e0\u4e2a\u6211\u8e29\u8fc7\u7684\u5751&#xff0c;\u5e2e\u4f60\u5c11\u8d70\u5f2f\u8def\u3002<\/p>\n<h4>6.1 \u9700\u6c42\u8981\u5177\u4f53&#xff0c;\u4e0d\u8981\u6a21\u7cca<\/h4>\n<p>\u201c\u505a\u4e2a\u597d\u770b\u7684\u754c\u9762&#034;\u8fd9\u79cd\u63cf\u8ff0&#xff0c;AI \u53ea\u80fd\u778e\u731c\u3002\u8981\u8bf4&#034;\u9876\u90e8\u5de5\u5177\u680f\u653e\u4e09\u4e2a\u6309\u94ae&#xff0c;\u5de6\u8fb9\u662f\u4e32\u53e3\u9009\u62e9&#xff0c;\u4e2d\u95f4\u662f\u6ce2\u7279\u7387&#xff0c;\u53f3\u8fb9\u662f\u5f00\u5173\u6309\u94ae&#xff0c;\u6309\u94ae\u7528\u84dd\u8272\u5706\u89d2\u6837\u5f0f\u201d\u3002\u63cf\u8ff0\u8d8a\u5177\u4f53&#xff0c;\u8fd4\u5de5\u8d8a\u5c11\u3002<\/p>\n<h4>6.2 \u5206\u6b65\u8fed\u4ee3&#xff0c;\u4e0d\u8981\u4e00\u6b21\u8981\u592a\u591a<\/h4>\n<p>\u4e0d\u8981\u4e00\u4e0a\u6765\u5c31\u8ba9 AI \u751f\u6210\u4e00\u4e2a\u529f\u80fd\u5b8c\u6574\u7684\u5927\u7a0b\u5e8f\u3002\u5148\u8ba9\u5b83\u505a&#034;\u80fd\u6253\u5f00\u4e32\u53e3\u5e76\u663e\u793a\u6570\u636e&#034;\u7684\u6700\u5c0f\u7248\u672c&#xff0c;\u8dd1\u901a\u4e86\u518d\u9010\u6b65\u52a0\u66f2\u7ebf\u3001\u52a0\u4fdd\u5b58\u3001\u52a0\u534f\u8bae\u89e3\u6790\u3002\u5c0f\u6b65\u5feb\u8dd1&#xff0c;\u6bcf\u6b65\u9a8c\u8bc1\u3002<\/p>\n<h4>6.3 \u62a5\u9519\u4fe1\u606f\u539f\u6837\u8d34\u7ed9 AI<\/h4>\n<p>\u9047\u5230\u62a5\u9519&#xff0c;\u4e0d\u8981\u81ea\u5df1\u778e\u731c&#xff0c;\u628a\u5b8c\u6574\u7684\u9519\u8bef\u5806\u6808\u590d\u5236\u7ed9 AI\u3002\u5b83\u901a\u5e38\u80fd\u51c6\u786e\u6307\u51fa\u95ee\u9898\u6240\u5728&#xff0c;\u751a\u81f3\u76f4\u63a5\u7ed9\u51fa\u4fee\u590d\u540e\u7684\u4ee3\u7801\u3002<\/p>\n<h4>6.4 \u6253\u5305\u95ee\u9898\u5355\u72ec\u5904\u7406<\/h4>\n<p>PyInstaller \u6253\u5305\u662f\u6700\u5bb9\u6613\u51fa\u95ee\u9898\u7684\u73af\u8282\u3002\u5efa\u8bae\u5148\u786e\u4fdd\u6e90\u7801\u80fd\u6b63\u5e38\u8fd0\u884c&#xff0c;\u518d\u5904\u7406\u6253\u5305\u3002\u6253\u5305\u62a5\u9519\u65f6&#xff0c;\u91cd\u70b9\u68c0\u67e5&#xff1a;\u662f\u5426\u7f3a\u5c11 &#8211;hidden-import\u3001\u662f\u5426\u7528\u4e86\u76f8\u5bf9\u8def\u5f84\u8bfb\u8d44\u6e90\u3001\u662f\u5426\u6709\u52a8\u6001\u5bfc\u5165\u7684\u6a21\u5757\u3002<\/p>\n<h4>6.5 \u4ee3\u7801\u8981\u81ea\u5df1\u8fc7\u4e00\u904d<\/h4>\n<p>AI \u751f\u6210\u7684\u4ee3\u7801\u4e0d\u4e00\u5b9a\u5b8c\u5168\u7b26\u5408\u4f60\u7684\u9700\u6c42&#xff0c;\u4e5f\u4e0d\u4e00\u5b9a\u6ca1\u6709\u9690\u60a3\u3002\u5173\u952e\u903b\u8f91&#xff08;\u5c24\u5176\u662f\u534f\u8bae\u89e3\u6790\u3001\u6570\u636e\u6821\u9a8c&#xff09;\u4e00\u5b9a\u8981\u81ea\u5df1\u8bfb\u4e00\u904d&#xff0c;\u786e\u8ba4\u65e0\u8bef\u518d\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u3002<\/p>\n<h3>7. \u5199\u5728\u6700\u540e<\/h3>\n<p>\u56de\u5230\u5f00\u5934\u90a3\u4e2a\u95ee\u9898&#xff1a;\u5d4c\u5165\u5f0f\u5f00\u53d1\u8005\u4e0d\u64c5\u957f\u505a\u4e0a\u4f4d\u673a&#xff0c;\u600e\u4e48\u529e&#xff1f;<\/p>\n<p>\u4ee5\u524d\u7b54\u6848\u662f&#034;\u5fcd\u7740\u7528\u901a\u7528\u5de5\u5177&#034;\u6216\u8005&#034;\u82b1\u51e0\u5468\u5b66 Qt&#034;\u3002\u73b0\u5728\u7b54\u6848\u662f&#xff1a;\u8ba9 AI \u5e2e\u4f60\u505a\u3002<\/p>\n<p>\u4f60\u4e0d\u9700\u8981\u624b\u52a8\u88c5\u5f00\u53d1\u73af\u5883&#xff0c;\u4e0d\u9700\u8981\u5543\u539a\u539a\u7684\u6846\u67b6\u6587\u6863&#xff0c;\u4e0d\u9700\u8981\u4e3a\u6253\u5305\u914d\u7f6e\u5934\u75bc\u3002\u4f60\u53ea\u9700\u8981\u628a\u9700\u6c42\u8bb2\u6e05\u695a&#xff0c;\u5269\u4e0b\u7684\u4ea4\u7ed9 AI\u3002\u5b83\u4f1a\u628a\u4ee3\u7801\u5199\u597d\u3001\u4f9d\u8d56\u88c5\u597d\u3001exe \u6253\u5305\u597d&#xff0c;\u4f60\u53cc\u51fb\u5c31\u80fd\u7528\u3002<\/p>\n<p>\u6211\u8ba9 AI \u7528 PyQt \u505a\u4e86\u597d\u51e0\u4e2a\u4e0a\u4f4d\u673a&#xff0c;\u4ece\u4e32\u53e3\u8c03\u8bd5\u5230\u81ea\u52a8\u5316\u6d4b\u8bd5&#xff0c;\u6bcf\u4e00\u4e2a\u90fd\u5b9e\u5b9e\u5728\u5728\u63d0\u5347\u4e86\u6211\u7684\u5de5\u4f5c\u6548\u7387\u3002\u90a3\u79cd&#034;\u60f3\u8981\u4ec0\u4e48\u5de5\u5177\u5c31\u6709\u4ec0\u4e48\u5de5\u5177&#034;\u7684\u81ea\u7531\u611f&#xff0c;\u771f\u7684\u662f\u592a\u723d\u4e86\u3002<\/p>\n<p>\u5982\u679c\u4f60\u4e5f\u662f\u5d4c\u5165\u5f0f\u5f00\u53d1\u8005&#xff0c;\u5f3a\u70c8\u5efa\u8bae\u4f60\u8bd5\u8bd5\u8fd9\u6761\u8def\u3002\u4ece\u4e00\u4e2a\u6700\u7b80\u5355\u7684\u4e32\u53e3\u52a9\u624b\u5f00\u59cb&#xff0c;\u4f60\u4f1a\u53d1\u73b0&#xff0c;\u505a\u4e0a\u4f4d\u673a\u8fd9\u4ef6\u4e8b&#xff0c;\u539f\u6765\u53ef\u4ee5\u8fd9\u4e48\u8f7b\u677e\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \u5199\u5728\u524d\u9762&#xff1a;\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\\&#8221;\u4e0a\u4f4d\u673a\u4e4b\u75db\\&#8221;<br \/>\n\u505a\u5d4c\u5165\u5f0f\u7684\u5e94\u8be5\u90fd\u9047\u5230\u8fc7\u8fd9\u79cd\u573a\u9762&#xff1a;\u677f\u5b50\u8c03\u901a\u4e86&#xff0c;\u4e32\u53e3\u6570\u636e\u54d7\u54d7\u5f80\u5916\u5192&#xff0c;\u4f60\u53ea\u80fd\u76ef\u7740\u4e00\u4e2a\u9ed1\u7a97\u53e3&#xff0c;\u770b\u4e00\u4e32\u5341\u516d\u8fdb\u5236\u6570\u5b57\u6eda\u8fc7\u53bb\u3002\u60f3\u753b\u6761\u66f2\u7ebf\u770b\u770b\u4f20\u611f\u5668\u6570\u636e\u600e\u4e48\u53d8\u7684&#xff1f;\u60f3\u70b9\u4e2a\u6309\u94ae\u5c31\u7ed9\u4e0b\u4f4d\u673a\u53d1\u6761\u6307\u4ee4&#xff1f;\u60f3\u628a\u91c7\u5230\u7684\u6570\u636e\u5b58\u6210\u8868\u683c&#xff1f;<br \/>\n\u90a3\u5c31\u53bb\u641c\\&#8221;\u4e32\u53e3\u8c03\u8bd5\u52a9\u624b\\&#8221;\u5427&#xff0c;\u4e0b\u4e2a\u514d\u8d39\u7248&#xff0c;\u529f\u80fd\u4e0d\u5168\u3001\u754c\u9762\u96be\u770b&#xff0c;\u8fd8\u5f39\u5e7f\u544a\u3002\u5e72\u8106\u81ea\u5df1<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50],"topic":[],"class_list":["post-120715","post","type-post","status-publish","format-standard","hentry","category-server","tag-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u7528 AI \u5f00\u53d1\u4e0a\u4f4d\u673a\uff1a\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\u684c\u9762\u5de5\u5177\u81ea\u7531\u4e4b\u8def - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/120715.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u7528 AI \u5f00\u53d1\u4e0a\u4f4d\u673a\uff1a\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\u684c\u9762\u5de5\u5177\u81ea\u7531\u4e4b\u8def - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"1. \u5199\u5728\u524d\u9762&#xff1a;\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684&quot;\u4e0a\u4f4d\u673a\u4e4b\u75db&quot; \u505a\u5d4c\u5165\u5f0f\u7684\u5e94\u8be5\u90fd\u9047\u5230\u8fc7\u8fd9\u79cd\u573a\u9762&#xff1a;\u677f\u5b50\u8c03\u901a\u4e86&#xff0c;\u4e32\u53e3\u6570\u636e\u54d7\u54d7\u5f80\u5916\u5192&#xff0c;\u4f60\u53ea\u80fd\u76ef\u7740\u4e00\u4e2a\u9ed1\u7a97\u53e3&#xff0c;\u770b\u4e00\u4e32\u5341\u516d\u8fdb\u5236\u6570\u5b57\u6eda\u8fc7\u53bb\u3002\u60f3\u753b\u6761\u66f2\u7ebf\u770b\u770b\u4f20\u611f\u5668\u6570\u636e\u600e\u4e48\u53d8\u7684&#xff1f;\u60f3\u70b9\u4e2a\u6309\u94ae\u5c31\u7ed9\u4e0b\u4f4d\u673a\u53d1\u6761\u6307\u4ee4&#xff1f;\u60f3\u628a\u91c7\u5230\u7684\u6570\u636e\u5b58\u6210\u8868\u683c&#xff1f; \u90a3\u5c31\u53bb\u641c&quot;\u4e32\u53e3\u8c03\u8bd5\u52a9\u624b&quot;\u5427&#xff0c;\u4e0b\u4e2a\u514d\u8d39\u7248&#xff0c;\u529f\u80fd\u4e0d\u5168\u3001\u754c\u9762\u96be\u770b&#xff0c;\u8fd8\u5f39\u5e7f\u544a\u3002\u5e72\u8106\u81ea\u5df1\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/120715.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-31T20:40:53+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/120715.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/120715.html\",\"name\":\"\u7528 AI \u5f00\u53d1\u4e0a\u4f4d\u673a\uff1a\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\u684c\u9762\u5de5\u5177\u81ea\u7531\u4e4b\u8def - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-10-31T20:40:53+00:00\",\"dateModified\":\"2026-10-31T20:40:53+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/120715.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/120715.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/120715.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u7528 AI \u5f00\u53d1\u4e0a\u4f4d\u673a\uff1a\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\u684c\u9762\u5de5\u5177\u81ea\u7531\u4e4b\u8def\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u7528 AI \u5f00\u53d1\u4e0a\u4f4d\u673a\uff1a\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\u684c\u9762\u5de5\u5177\u81ea\u7531\u4e4b\u8def - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/120715.html","og_locale":"zh_CN","og_type":"article","og_title":"\u7528 AI \u5f00\u53d1\u4e0a\u4f4d\u673a\uff1a\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\u684c\u9762\u5de5\u5177\u81ea\u7531\u4e4b\u8def - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"1. \u5199\u5728\u524d\u9762&#xff1a;\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\"\u4e0a\u4f4d\u673a\u4e4b\u75db\" \u505a\u5d4c\u5165\u5f0f\u7684\u5e94\u8be5\u90fd\u9047\u5230\u8fc7\u8fd9\u79cd\u573a\u9762&#xff1a;\u677f\u5b50\u8c03\u901a\u4e86&#xff0c;\u4e32\u53e3\u6570\u636e\u54d7\u54d7\u5f80\u5916\u5192&#xff0c;\u4f60\u53ea\u80fd\u76ef\u7740\u4e00\u4e2a\u9ed1\u7a97\u53e3&#xff0c;\u770b\u4e00\u4e32\u5341\u516d\u8fdb\u5236\u6570\u5b57\u6eda\u8fc7\u53bb\u3002\u60f3\u753b\u6761\u66f2\u7ebf\u770b\u770b\u4f20\u611f\u5668\u6570\u636e\u600e\u4e48\u53d8\u7684&#xff1f;\u60f3\u70b9\u4e2a\u6309\u94ae\u5c31\u7ed9\u4e0b\u4f4d\u673a\u53d1\u6761\u6307\u4ee4&#xff1f;\u60f3\u628a\u91c7\u5230\u7684\u6570\u636e\u5b58\u6210\u8868\u683c&#xff1f; \u90a3\u5c31\u53bb\u641c\"\u4e32\u53e3\u8c03\u8bd5\u52a9\u624b\"\u5427&#xff0c;\u4e0b\u4e2a\u514d\u8d39\u7248&#xff0c;\u529f\u80fd\u4e0d\u5168\u3001\u754c\u9762\u96be\u770b&#xff0c;\u8fd8\u5f39\u5e7f\u544a\u3002\u5e72\u8106\u81ea\u5df1","og_url":"https:\/\/www.wsisp.com\/helps\/120715.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-10-31T20:40:53+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"6 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/120715.html","url":"https:\/\/www.wsisp.com\/helps\/120715.html","name":"\u7528 AI \u5f00\u53d1\u4e0a\u4f4d\u673a\uff1a\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\u684c\u9762\u5de5\u5177\u81ea\u7531\u4e4b\u8def - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-10-31T20:40:53+00:00","dateModified":"2026-10-31T20:40:53+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/120715.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/120715.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/120715.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u7528 AI \u5f00\u53d1\u4e0a\u4f4d\u673a\uff1a\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08\u7684\u684c\u9762\u5de5\u5177\u81ea\u7531\u4e4b\u8def"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/120715","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=120715"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/120715\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=120715"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=120715"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=120715"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=120715"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}