diff --git a/docs/WINDOWS_INSTALL.md b/docs/WINDOWS_INSTALL.md
index cafc944..039e551 100644
--- a/docs/WINDOWS_INSTALL.md
+++ b/docs/WINDOWS_INSTALL.md
@@ -94,7 +94,14 @@ pip install -r requirements.txt
 ### 3. 安装 IBM 时序模型 (TTM-R2)
 
 ```powershell
-pip install tsfm_public
+# 注意：PyPI 包名是 tsfm-public（带连字符），但导入时用 tsfm_public（下划线）
+pip install tsfm-public
+```
+
+如果安装失败，尝试：
+```powershell
+# 从 GitHub 安装
+pip install git+https://github.com/ibm-granite/granite-tsfm.git
 ```
 
 ---
diff --git a/install_windows.bat b/install_windows.bat
new file mode 100644
index 0000000..bfe958f
--- /dev/null
+++ b/install_windows.bat
@@ -0,0 +1,62 @@
+@echo off
+chcp 65001 >nul
+REM ============================================
+REM  Windows 环境安装脚本
+REM  安装所有依赖和模型
+REM ============================================
+
+echo ==========================================
+echo   加密货币预测系统 - Windows 安装脚本
+echo ==========================================
+echo.
+
+REM 检查 conda
+where conda >nul 2>&1
+if %errorlevel% neq 0 (
+    echo [错误] 未找到 conda
+    echo 请先安装 Miniconda: https://docs.conda.io/en/latest/miniconda.html
+    pause
+    exit /b 1
+)
+
+echo [1/6] 创建 conda 环境...
+call conda create -n crypto_pred_312 python=3.12 -y
+if %errorlevel% neq 0 (
+    echo [警告] 环境可能已存在，继续...
+)
+
+echo.
+echo [2/6] 激活环境...
+call conda activate crypto_pred_312
+
+echo.
+echo [3/6] 安装 PyTorch (CPU 版本)...
+pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
+
+echo.
+echo [4/6] 安装项目依赖...
+pip install -r requirements.txt
+
+echo.
+echo [5/6] 安装 IBM TTM-R2 模型库...
+echo 注意: tsfm-public 包名使用连字符
+pip install tsfm-public
+
+echo.
+echo [6/6] 验证安装...
+python -c "import torch; print(f'PyTorch: {torch.__version__}')"
+python -c "import tsfm_public; print('tsfm_public: 已安装')"
+python -c "from training.config import TrainingConfig; c=TrainingConfig(); print(f'设备: {c.get_device()}')"
+
+echo.
+echo ==========================================
+echo   安装完成!
+echo ==========================================
+echo.
+echo 下一步:
+echo   1. 复制 .env.example 为 .env 并配置数据库
+echo   2. 双击 start_system.bat 启动系统
+echo   3. 访问 http://localhost:8000
+echo.
+
+pause