feat: 全站改版为科技首页风格，重构导航与产品页面

- 品牌更名 Easy Data Collection
- 导航重构：前沿技术研究 / 工具开发 / 资源中心 / License / 博客（含下拉菜单）
- 新增前沿技术研究聚合页、工具开发产品页与 6 个产品独立介绍页
- License 申请 / 查询下载 / 资源包合并为 License 中心，旧路径保留兼容
- 首页与全站样式升级为科技产品风（Apple/Wise 式）
- 博客构建脚本同步更新（新导航 + 新首页）

website/static/neural.html

@@ -3,7 +3,7 @@
 <head>
 <meta charset="UTF-8">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
-<title>Neural Research - NeuralMix AI | Easy Data Collector</title>
+<title>Neural Research - NeuralMix AI | Easy Data Collection</title>
 <meta name="description" content="NeuralMix AI —— 面向工业混合机的智能终点判定系统：ModbusRTU 高速采集、TimescaleDB 时序存储、1D-CNN 深度学习实时评估混合均匀度，参数持续稳定即判定混合完成。">
 <meta name="keywords" content="NeuralMix, 混合终点判定, 1D CNN, TimescaleDB, ModbusRTU, 深度学习, 工业智能">
 <link rel="stylesheet" href="/static/css/style.css">
@@ -15,27 +15,62 @@
 <header class="site-header">
   <div class="container header-inner">
     <a class="brand" href="/">
-      <img src="/static/img/logo.svg" alt="Easy Data Collector">
-      <span class="brand-name">Easy Data Collector</span>
+      <img src="/static/img/logo.svg" alt="Easy Data Collection">
+      <span class="brand-name">Easy Data Collection</span>
     </a>
-    <nav class="main-nav">
-      <a href="/">博客</a>
-      <a href="/reslib/">ResLib</a>
-      <a href="/reslib/apply">申请 License</a>
-      <a href="/reslib/status">查询 / 下载</a>
-      <a href="/reslib/package">资源包获取</a>
-      <a href="/neural/" class="active">Neural Research</a>
-      <a href="http://124.220.63.9:25000">Research Digest</a>
+    <nav class="main-nav" id="mainNav">
+      <div class="nav-item has-dropdown">
+        <a class="nav-link active" href="/research/">前沿技术研究</a>
+        <button class="nav-caret" type="button" aria-label="展开前沿技术研究">▾</button>
+        <div class="dropdown">
+          <a href="http://124.220.63.9:25000">Research Digest</a>
+          <a class="active" href="/research/neural/">Neural Research</a>
+          <a href="/research/reslib/">ResLib</a>
+        </div>
+      </div>
+      <div class="nav-item has-dropdown">
+        <a class="nav-link" href="/tools/">工具开发</a>
+        <button class="nav-caret" type="button" aria-label="展开工具开发">▾</button>
+        <div class="dropdown">
+          <a href="/tools/sequence-diagram/">Sequence-Diagram</a>
+          <a href="/tools/uni-viewer/">Uni-Viewer</a>
+          <a href="/tools/engineer-craft/">Engineer Craft</a>
+          <a href="/tools/five-phases-observer/">The Five Phases Observer</a>
+          <a href="/tools/unitouch/">UniTouch Interface</a>
+          <a href="/tools/edc-lite-erp/">EDC Lite ERP</a>
+        </div>
+      </div>
+      <a class="nav-link" href="/resources/">资源中心</a>
+      <div class="nav-item has-dropdown">
+        <a class="nav-link" href="/license/">License</a>
+        <button class="nav-caret" type="button" aria-label="展开 License">▾</button>
+        <div class="dropdown">
+          <a href="/license/apply">申请 License</a>
+          <a href="/license/status">查询 / 下载</a>
+          <a href="/license/package">资源包获取</a>
+        </div>
+      </div>
+      <a class="nav-link" href="/blog/">博客</a>
     </nav>
     <button class="nav-toggle" id="navToggle" aria-label="菜单">☰</button>
   </div>
 </header>
 
 <main>
-  <section class="hero">
+  <section class="page-hero">
     <div class="container">
-      <h1>NeuralMix AI</h1>
-      <p class="hero-sub">混合终点卷积判断引擎 —— 面向工业混合机（搅拌机）的智能终点判定系统：ModbusRTU 高速采集 → TimescaleDB 时序存储 → 1D-CNN 深度学习实时评估混合均匀度，参数持续稳定即判定混合完成（提示 / 自动停机）。</p>
+      <p class="hero-eyebrow">前沿技术研究 · DEEP LEARNING</p>
+      <h1>NeuralMix AI<br>混合终点卷积判断引擎</h1>
+      <p class="page-hero-sub">面向工业混合机（搅拌机）的智能终点判定系统：ModbusRTU 高速采集 → Redis 高速缓冲 → TimescaleDB 时序存储 → 1D-CNN 深度学习实时评估混合均匀度，参数持续稳定即判定混合完成（提示 / 自动停机）。</p>
+      <div class="hero-actions">
+        <a href="http://124.220.63.9:30000/admin/NeuralMix" class="btn btn-light">项目主页（Gitea）</a>
+        <a href="/research/" class="btn btn-outline-light">返回前沿技术研究</a>
+      </div>
+      <div class="hero-stats">
+        <div class="hero-stat"><b>0.15s</b><span>ModbusRTU 采样周期</span></div>
+        <div class="hero-stat"><b>1D-CNN</b><span>实时 + 静态参数融合</span></div>
+        <div class="hero-stat"><b>3</b><span>Windows / Ubuntu / Jetson</span></div>
+      </div>
     </div>
   </section>
 
@@ -43,9 +78,9 @@
     <div class="container">
       <h2 class="section-title">系统架构</h2>
       <div class="grid">
-        <div class="card"><div class="icon">⇅</div><h3>数据采集</h3><p>ModbusRTU 串口 0.15s 高速采样变频器 / 电机运行数据，批量缓冲 100 条 / 5 秒多值写入，采集性能稳定。</p></div>
+        <div class="card"><div class="icon">⇅</div><h3>数据采集</h3><p>ModbusRTU 串口 0.15s 高速采样变频器 / 电机运行数据，切片先进 Redis 再批量转储 SQL，防高频写库崩溃。</p></div>
         <div class="card"><div class="icon">▤</div><h3>时序存储</h3><p>TimescaleDB 超表按天分块、自动保留 2 年、可压缩；MySQL 备份库与主库失败自动回退，数据双保险。</p></div>
-        <div class="card"><div class="icon">◈</div><h3>深度学习判定</h3><p>StabilityPredictor（1D-CNN 回归，50 点滑窗）输出稳定度分数 [0,1]，参数持续稳定即判定混合完成。</p></div>
+        <div class="card"><div class="icon">◈</div><h3>深度学习判定</h3><p>StabilityPredictor（1D-CNN 回归，50 点滑窗 + 批次静态工艺参数融合）输出稳定度分数，参数持续稳定即判定混合完成。</p></div>
         <div class="card"><div class="icon">⌥</div><h3>本地视窗</h3><p>NeuralMix AI.exe 免安装运行，局域网连接采集端实时监控、在线重训练、数据库管理一应俱全。</p></div>
       </div>
     </div>
@@ -80,15 +115,33 @@
   <section class="section section-alt">
     <div class="container narrow">
       <h2 class="section-title">技术栈</h2>
-      <p class="section-desc">Python · PyTorch（1D-CNN / GTU-CNN）· TimescaleDB / PostgreSQL · ModbusRTU · PyInstaller（13.9MB 轻量打包）· Tkinter 工程化 GUI</p>
+      <p class="section-desc">Python · PyTorch（1D-CNN / GTU-CNN）· Redis · TimescaleDB / PostgreSQL · ModbusRTU · PyInstaller（轻量打包）· Tkinter 工程化 GUI</p>
+      <div class="pill-row">
+        <span class="pill">Python</span>
+        <span class="pill">PyTorch</span>
+        <span class="pill">1D-CNN</span>
+        <span class="pill">Redis</span>
+        <span class="pill">TimescaleDB</span>
+        <span class="pill">ModbusRTU</span>
+        <span class="pill">Jetson</span>
+      </div>
     </div>
   </section>
 </main>
 
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   <div class="container footer-inner">
-    <span>Copyright &copy; 2026 Easy Data Collector. All rights reserved.</span>
-    <span><a href="/links.html">内部资源</a> · <a href="/admin">管理页面</a> · <a href="https://beian.miit.gov.cn/" target="_blank" rel="noopener">苏ICP备2026056863号</a></span>
+    <div class="footer-brand">
+      <img src="/static/img/logo.svg" alt="">
+      <span>Easy Data Collection</span>
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+      <a href="https://beian.miit.gov.cn/" target="_blank" rel="noopener">苏ICP备2026056863号</a>
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