diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..5975cfe
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,57 @@
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# 虚拟环境
+.venv/
+venv/
+ENV/
+env/
+
+# 环境配置文件（包含敏感信息）
+.env.development
+.env.production
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+
+# 操作系统
+.DS_Store
+Thumbs.db
+
+# 日志
+*.log
+logs/
+
+# PID文件
+scripts/*.pid
+
+# 测试和覆盖率
+.pytest_cache/
+.coverage
+htmlcov/
+
+# Jupyter Notebook
+.ipynb_checkpoints
diff --git a/README.md b/README.md
index abdc6e7..531fa94 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,220 @@
-# xian_algorithm_new
-西安项目算法服务器
+# Xian Algorithm New
+
+基于 FastAPI + PostgreSQL 的现代化 Python Web 应用框架。
+
+## 特性
+
+- ✅ 模块化架构（API/Config/Core/Utils）
+- ✅ 多环境配置（开发/生产）
+- ✅ 跨平台支持（Windows/Linux/Mac）
+- ✅ 完整的数据库 CRUD 封装
+- ✅ 自动依赖管理
+- ✅ 自动生成 API 文档
+- ✅ 降雨栅格插值服务（IDW算法）
+
+## 快速开始
+
+### 1. 环境要求
+
+- Python 3.13+
+- PostgreSQL
+
+### 2. 配置
+
+根据环境选择配置文件（无需复制，直接使用）：
+
+- **开发环境**：`.env.development`
+- **生产环境**：`.env.production`
+
+编辑对应的配置文件，修改数据库信息：
+
+```env
+# .env.development 或 .env.production
+DB_HOST=localhost
+DB_PORT=5432
+DB_USER=postgres
+DB_PASSWORD=your_password
+DB_NAME=test_db
+API_HOST=127.0.0.1  # 仅监听本地请求
+```
+
+### 3. 启动
+
+**后台运行（推荐）：**
+
+```bash
+# Windows - 开发环境
+scripts\start_dev.bat
+
+# Windows - 生产环境
+scripts\start_prod.bat
+
+# Linux/Mac - 开发环境
+bash scripts/start_dev.sh
+
+# Linux/Mac - 生产环境
+bash scripts/start_prod.sh
+```
+
+**前台运行（调试用）：**
+
+```bash
+python start.py
+```
+
+### 4. 停止
+
+```bash
+# Windows
+scripts\stop.bat
+
+# Linux/Mac
+bash scripts/stop.sh
+```
+
+### 5. 访问
+
+- API 文档: http://localhost:8000/docs
+- 健康检查: http://localhost:8000/health
+
+## 项目结构
+
+```
+xian_algorithm_new/
+├── app/
+│   ├── api/          # API 路由
+│   ├── config/       # 配置管理
+│   ├── core/         # 核心功能
+│   ├── models/       # 数据模型
+│   ├── services/     # 业务逻辑
+│   └── utils/        # 工具函数
+├── scripts/          # 启动脚本
+├── logs/             # 日志目录
+├── tests/            # 测试目录
+├── start.py          # 启动入口
+└── requirements.txt  # 依赖包
+```
+
+## 配置说明
+
+配置采用三层结构（优先级从高到低）：
+
+1. **.env 文件** - 用户自定义配置（数据库地址、密码等）
+2. **环境配置类** - 开发/生产环境的差异化配置（日志级别、连接池等）
+3. **基础配置类** - 通用默认值
+
+只需修改 `.env` 文件即可覆盖大部分配置。
+
+## 常用操作
+
+### API接口
+
+#### 1. 获取降雨栅格数据
+
+```bash
+curl -X POST "http://localhost:8000/rainfall/grid" \
+     -H "Content-Type: application/json" \
+     -d '{
+           "start_time": "2024-01-01T00:00:00",
+           "end_time": "2024-01-01T12:00:00",
+           "district_id": 1,
+           "resolution": 0.01
+         }'
+```
+
+#### 2. 获取雨量站点数据
+
+```bash
+curl "http://localhost:8000/rainfall/stations?start_time=2024-01-01T00:00:00&end_time=2024-01-01T12:00:00"
+```
+
+### 切换环境
+
+通过启动脚本自动选择对应的配置文件：
+
+```bash
+# Windows - 开发环境（后台）
+scripts\start_dev.bat
+
+# Windows - 生产环境（后台）
+scripts\start_prod.bat
+
+# Linux/Mac - 开发环境（后台）
+bash scripts/start_dev.sh
+
+# Linux/Mac - 生产环境（后台）
+bash scripts/start_prod.sh
+```
+
+**停止应用：**
+
+```bash
+# Windows
+scripts\stop.bat
+
+# Linux/Mac
+bash scripts/stop.sh
+```
+
+或者手动设置环境变量：
+
+```bash
+# Windows PowerShell
+$env:ENVIRONMENT="production"
+python start.py
+
+# Windows CMD
+set ENVIRONMENT=production
+python start.py
+
+# Linux/Mac
+export ENVIRONMENT=production
+python start.py
+```
+
+### 数据库操作
+
+```python
+from app.core.database import db_manager
+
+# 插入
+db_manager.insert("users", {"name": "张三", "email": "test@example.com"})
+
+# 查询
+users = db_manager.select("users", conditions={"age": 25})
+
+# 更新
+db_manager.update("users", {"name": "李四"}, {"id": 1})
+
+# 删除
+db_manager.delete("users", {"id": 1})
+```
+
+### 添加新 API
+
+1. 在 `app/api/` 创建路由文件
+2. 在 `app/main.py` 注册路由
+
+```python
+from app.api import new_module
+app.include_router(new_module.router)
+```
+
+## 技术栈
+
+- FastAPI 0.109.0
+- SQLAlchemy 2.0.25
+- PostgreSQL (psycopg2-binary)
+- Pydantic 2.5.3
+- Uvicorn 0.27.0
+
+## 注意事项
+
+- ⚠️ 不要将 `.env.development` 和 `.env.production` 文件提交到 Git
+- ⚠️ 生产环境务必修改默认密码
+- ⚠️ 定期清理 `logs/` 目录下的日志文件
+- ⚠️ Linux/Mac 下首次运行需给脚本添加执行权限：`chmod +x scripts/*.sh`
+
+## 许可证
+
+MIT
diff --git a/app/__init__.py b/app/__init__.py
new file mode 100644
index 0000000..da09317
--- /dev/null
+++ b/app/__init__.py
@@ -0,0 +1,3 @@
+"""
+App package
+"""
diff --git a/app/api/__init__.py b/app/api/__init__.py
new file mode 100644
index 0000000..5e3fe99
--- /dev/null
+++ b/app/api/__init__.py
@@ -0,0 +1,3 @@
+"""
+API routes package
+"""
diff --git a/app/api/rainfall.py b/app/api/rainfall.py
new file mode 100644
index 0000000..7b9dfdf
--- /dev/null
+++ b/app/api/rainfall.py
@@ -0,0 +1,158 @@
+"""
+降雨数据API Controller - 路由层
+"""
+from fastapi import APIRouter, HTTPException, Query
+from datetime import datetime
+from typing import Optional
+
+from app.services.rainfall_service import RainfallService
+from app.schemas.rainfall import (
+    RainfallGridRequest,
+    RainfallGridResponse,
+    StationsResponse
+)
+from app.utils.logger import setup_logging
+
+logger = setup_logging()
+
+router = APIRouter(
+    prefix="/rainfall",
+    tags=["降雨数据"],
+    responses={404: {"description": "Not found"}}
+)
+
+# 创建服务实例
+rainfall_service = RainfallService()
+
+
+@router.post("/grid", response_model=RainfallGridResponse, summary="获取降雨栅格数据")
+async def get_rainfall_grid(request: RainfallGridRequest):
+    """
+    获取指定时间的降雨栅格数据
+    
+    使用反距离权重插值(IDW)方法，将站点降雨数据插值为连续栅格，
+    返回适合Cesium渲染的GeoJSON格式数据。
+    
+    Args:
+        request: 包含时间和分辨率的请求
+        
+    Returns:
+        GeoJSON格式的栅格数据
+    """
+    try:
+        # 解析时间，如果未提供则使用当前时间
+        now = datetime.now()
+        query_time = datetime.fromisoformat(request.time) if request.time else now
+        
+        # 调用服务层生成栅格（自动查询前12小时数据）
+        geojson_data = rainfall_service.generate_rainfall_grid(
+            query_time=query_time,
+            resolution=request.resolution
+        )
+        
+        if not geojson_data:
+            return RainfallGridResponse(
+                code=404,
+                message="未找到降雨数据",
+                data=None
+            )
+        
+        return RainfallGridResponse(
+            code=200,
+            message="降雨栅格数据生成成功",
+            data=geojson_data
+        )
+        
+    except ValueError as e:
+        logger.error(f"时间格式错误: {e}")
+        raise HTTPException(status_code=400, detail=f"时间格式错误: {str(e)}")
+    except Exception as e:
+        logger.error(f"生成降雨栅格失败: {e}")
+        import traceback
+        traceback.print_exc()
+        raise HTTPException(status_code=500, detail=f"生成降雨栅格失败: {str(e)}")
+
+
+@router.get("/stations", response_model=StationsResponse, summary="获取雨量站点数据")
+async def get_rainfall_stations(
+    time: str = Query(..., description="查询时间 ISO格式（自动查询前12小时数据）")
+):
+    """
+    获取指定时间的雨量站点原始数据
+    
+    Args:
+        time: 查询时间
+        
+    Returns:
+        站点列表，包含经纬度和降雨量
+    """
+    try:
+        query_time = datetime.fromisoformat(time)
+        
+        # 调用服务层获取站点数据（自动查询前12小时数据）
+        stations = rainfall_service.get_stations_data(
+            query_time=query_time
+        )
+        
+        return StationsResponse(
+            code=200,
+            message="查询成功",
+            data=stations
+        )
+        
+    except ValueError as e:
+        logger.error(f"时间格式错误: {e}")
+        raise HTTPException(status_code=400, detail=f"时间格式错误: {str(e)}")
+    except Exception as e:
+        logger.error(f"查询站点数据失败: {e}")
+        raise HTTPException(status_code=500, detail=str(e))
+
+
+@router.post("/point", summary="查询指定点位的降雨量")
+async def get_rainfall_at_point(
+    longitude: float,
+    latitude: float,
+    time: Optional[str] = None
+):
+    """
+    查询指定经纬度位置的降雨量
+    
+    Args:
+        longitude: 经度
+        latitude: 纬度
+        time: 查询时间（可选，默认当前时间，自动查询前12小时数据）
+        
+    Returns:
+        该点位的降雨量信息
+    """
+    try:
+        from app.services.rainfall_service import RainfallService
+        
+        # 解析时间
+        now = datetime.now()
+        query_time = datetime.fromisoformat(time) if time else now
+        
+        # 调用服务层查询（自动查询前12小时数据）
+        service = RainfallService()
+        rainfall_info = service.get_rainfall_at_point(
+            longitude=longitude,
+            latitude=latitude,
+            query_time=query_time
+        )
+        
+        if not rainfall_info:
+            return {
+                "code": 404,
+                "message": "未找到该点位的降雨数据",
+                "data": None
+            }
+        
+        return {
+            "code": 200,
+            "message": "查询成功",
+            "data": rainfall_info
+        }
+        
+    except Exception as e:
+        logger.error(f"查询点位降雨量失败: {e}")
+        raise HTTPException(status_code=500, detail=str(e))
diff --git a/app/config/__init__.py b/app/config/__init__.py
new file mode 100644
index 0000000..4d059a0
--- /dev/null
+++ b/app/config/__init__.py
@@ -0,0 +1,3 @@
+"""
+Configuration package
+"""
diff --git a/app/config/base_config.py b/app/config/base_config.py
new file mode 100644
index 0000000..dae44e4
--- /dev/null
+++ b/app/config/base_config.py
@@ -0,0 +1,48 @@
+"""
+基础配置类
+"""
+from pydantic_settings import BaseSettings
+from enum import Enum
+
+
+class EnvironmentEnum(str, Enum):
+    """环境枚举"""
+    DEVELOPMENT = "development"
+    PRODUCTION = "production"
+
+
+class BaseConfig(BaseSettings):
+    """基础配置类"""
+    
+    # 应用基本信息
+    APP_NAME: str = "西安项目算法"
+    APP_VERSION: str = "1.0.0"
+    ENVIRONMENT: EnvironmentEnum = EnvironmentEnum.DEVELOPMENT
+    
+    # 调试模式
+    DEBUG: bool = True
+    
+    # API配置
+    API_HOST: str = "127.0.0.1"  # 默认只监听本地
+    API_PORT: int = 8000
+    
+    # CORS配置（默认只允许localhost）
+    CORS_ORIGINS: list = ["http://localhost", "http://127.0.0.1"]
+    
+    # 日志配置
+    LOG_LEVEL: str = "INFO"
+    LOG_DIR: str = "logs"
+    
+    class Config:
+        env_file = ".env.development"  # 默认使用开发环境配置
+        case_sensitive = True
+    
+    @property
+    def is_development(self) -> bool:
+        """是否为开发环境"""
+        return self.ENVIRONMENT == EnvironmentEnum.DEVELOPMENT
+    
+    @property
+    def is_production(self) -> bool:
+        """是否为生产环境"""
+        return self.ENVIRONMENT == EnvironmentEnum.PRODUCTION
diff --git a/app/config/database_config.py b/app/config/database_config.py
new file mode 100644
index 0000000..4b2ec1e
--- /dev/null
+++ b/app/config/database_config.py
@@ -0,0 +1,37 @@
+"""
+数据库配置
+"""
+from .base_config import BaseConfig
+
+
+class DatabaseConfig(BaseConfig):
+    """数据库配置类"""
+    
+    # PostgreSQL配置
+    DB_HOST: str = "localhost"
+    DB_PORT: int = 5432
+    DB_USER: str = "postgres"
+    DB_PASSWORD: str = "postgres"
+    DB_NAME: str = "test_db"
+    
+    # 连接池配置
+    DB_POOL_SIZE: int = 10
+    DB_MAX_OVERFLOW: int = 20
+    DB_POOL_TIMEOUT: int = 30
+    DB_POOL_RECYCLE: int = 3600
+    
+    @property
+    def DATABASE_URL(self) -> str:
+        """构建数据库连接URL"""
+        return (
+            f"postgresql://{self.DB_USER}:{self.DB_PASSWORD}"
+            f"@{self.DB_HOST}:{self.DB_PORT}/{self.DB_NAME}"
+        )
+    
+    @property
+    def ASYNC_DATABASE_URL(self) -> str:
+        """构建异步数据库连接URL"""
+        return (
+            f"postgresql+asyncpg://{self.DB_USER}:{self.DB_PASSWORD}"
+            f"@{self.DB_HOST}:{self.DB_PORT}/{self.DB_NAME}"
+        )
diff --git a/app/config/development.py b/app/config/development.py
new file mode 100644
index 0000000..ee7b31e
--- /dev/null
+++ b/app/config/development.py
@@ -0,0 +1,22 @@
+"""
+开发环境配置
+"""
+from .database_config import DatabaseConfig
+from .base_config import EnvironmentEnum
+
+
+class DevelopmentConfig(DatabaseConfig):
+    """开发环境配置 - 只覆盖与生产不同的配置"""
+    
+    ENVIRONMENT: EnvironmentEnum = EnvironmentEnum.DEVELOPMENT
+    
+    # 调试和日志
+    DEBUG: bool = True
+    LOG_LEVEL: str = "DEBUG"
+    
+    # 开发特性
+    RELOAD: bool = True
+    
+    class Config:
+        env_file = ".env.development"
+        case_sensitive = True
diff --git a/app/config/production.py b/app/config/production.py
new file mode 100644
index 0000000..f348eb8
--- /dev/null
+++ b/app/config/production.py
@@ -0,0 +1,26 @@
+"""
+生产环境配置
+"""
+from .database_config import DatabaseConfig
+from .base_config import EnvironmentEnum
+
+
+class ProductionConfig(DatabaseConfig):
+    """生产环境配置 - 只覆盖性能和安全相关配置"""
+    
+    ENVIRONMENT: EnvironmentEnum = EnvironmentEnum.PRODUCTION
+    
+    # 调试和日志
+    DEBUG: bool = False
+    LOG_LEVEL: str = "WARNING"
+    
+    # 生产特性
+    RELOAD: bool = False
+    
+    # 数据库连接池（生产环境需要更大）
+    DB_POOL_SIZE: int = 20
+    DB_MAX_OVERFLOW: int = 40
+    
+    class Config:
+        env_file = ".env.production"
+        case_sensitive = True
diff --git a/app/config/settings.py b/app/config/settings.py
new file mode 100644
index 0000000..4b06f26
--- /dev/null
+++ b/app/config/settings.py
@@ -0,0 +1,65 @@
+"""
+配置加载器 - 根据环境自动加载对应配置
+"""
+import os
+from typing import Type
+from .base_config import BaseConfig, EnvironmentEnum
+from .development import DevelopmentConfig
+from .production import ProductionConfig
+
+
+def get_config_class(environment: str = None) -> Type[BaseConfig]:
+    """根据环境获取配置类
+    
+    Args:
+        environment: 环境名称 (development/production)
+        
+    Returns:
+        对应的配置类
+    """
+    if environment is None:
+        environment = os.getenv("ENVIRONMENT", "development")
+    
+    config_map = {
+        EnvironmentEnum.DEVELOPMENT: DevelopmentConfig,
+        EnvironmentEnum.PRODUCTION: ProductionConfig,
+    }
+    
+    try:
+        env_enum = EnvironmentEnum(environment)
+        return config_map[env_enum]
+    except ValueError:
+        print(f"警告: 未知环境 '{environment}'，使用默认开发环境配置")
+        return DevelopmentConfig
+
+
+def load_config(environment: str = None) -> BaseConfig:
+    """加载配置
+    
+    Args:
+        environment: 环境名称
+        
+    Returns:
+        配置实例
+    """
+    config_class = get_config_class(environment)
+    return config_class()
+
+
+# 全局配置实例（延迟加载）
+_config_instance = None
+
+
+def get_settings() -> BaseConfig:
+    """获取全局配置实例（单例模式）"""
+    global _config_instance
+    if _config_instance is None:
+        environment = os.getenv("ENVIRONMENT", None)
+        _config_instance = load_config(environment)
+    return _config_instance
+
+
+def reload_config(environment: str = None):
+    """重新加载配置"""
+    global _config_instance
+    _config_instance = load_config(environment)
diff --git a/app/core/__init__.py b/app/core/__init__.py
new file mode 100644
index 0000000..5452f80
--- /dev/null
+++ b/app/core/__init__.py
@@ -0,0 +1,3 @@
+"""
+Core functionality package
+"""
diff --git a/app/core/database.py b/app/core/database.py
new file mode 100644
index 0000000..cdb98d0
--- /dev/null
+++ b/app/core/database.py
@@ -0,0 +1,255 @@
+"""
+数据库连接管理 - 使用SQLAlchemy 2.0
+"""
+import logging
+from sqlalchemy import create_engine, text
+from sqlalchemy.orm import sessionmaker, Session, DeclarativeBase
+from sqlalchemy.pool import QueuePool
+from typing import List, Dict, Any
+from contextlib import contextmanager
+
+from app.config.settings import get_settings
+from app.utils.logger import setup_logging
+
+# 初始化日志
+logger = setup_logging()
+
+# 关闭SQLAlchemy引擎日志，只保留关键信息
+logging.getLogger('sqlalchemy.engine').setLevel(logging.WARNING)
+logging.getLogger('sqlalchemy.pool').setLevel(logging.WARNING)
+
+# 获取配置
+settings = get_settings()
+
+# 创建数据库引擎
+engine = create_engine(
+    settings.DATABASE_URL,
+    poolclass=QueuePool,
+    pool_size=settings.DB_POOL_SIZE,
+    max_overflow=settings.DB_MAX_OVERFLOW,
+    pool_timeout=settings.DB_POOL_TIMEOUT,
+    pool_recycle=settings.DB_POOL_RECYCLE,
+    pool_pre_ping=True,
+    echo=False,  # 关闭SQL语句打印
+    connect_args={
+        "options": "-c client_encoding=UTF8"
+    }
+)
+
+# 创建会话工厂
+SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
+
+# 声明基类
+Base = DeclarativeBase()
+
+
+class DatabaseManager:
+    """数据库管理器 - 提供通用的CRUD操作"""
+    
+    def __init__(self):
+        self.engine = engine
+        self.SessionLocal = SessionLocal
+    
+    @contextmanager
+    def get_session(self) -> Session:
+        """获取数据库会话的上下文管理器"""
+        session = self.SessionLocal()
+        try:
+            yield session
+            session.commit()
+        except Exception as e:
+            session.rollback()
+            logger.error(f"数据库操作失败: {e}")
+            raise
+        finally:
+            session.close()
+    
+    def init_db(self):
+        """初始化数据库，创建所有表"""
+        try:
+            Base.metadata.create_all(bind=self.engine)
+            logger.info("数据库表创建成功")
+        except Exception as e:
+            logger.error(f"数据库表创建失败: {e}")
+            raise
+    
+    def test_connection(self) -> bool:
+        """测试数据库连接"""
+        try:
+            with self.get_session() as session:
+                session.execute(text("SELECT 1"))
+            logger.info("数据库连接测试成功")
+            return True
+        except Exception as e:
+            logger.error(f"数据库连接测试失败: {e}")
+            return False
+    
+    def execute_raw_sql(self, sql: str, params: dict = None) -> List[Dict[str, Any]]:
+        """执行原生SQL查询
+        
+        Args:
+            sql: SQL语句
+            params: 参数字典
+            
+        Returns:
+            查询结果列表
+        """
+        with self.get_session() as session:
+            result = session.execute(text(sql), params or {})
+            if result.returns_rows:
+                columns = result.keys()
+                return [dict(zip(columns, row)) for row in result.fetchall()]
+            return []
+    
+    def insert(self, table_name: str, data: Dict[str, Any]) -> int:
+        """插入单条记录
+        
+        Args:
+            table_name: 表名
+            data: 要插入的数据字典
+            
+        Returns:
+            插入的行数
+        """
+        columns = ", ".join(data.keys())
+        placeholders = ", ".join([f":{key}" for key in data.keys()])
+        sql = f"INSERT INTO {table_name} ({columns}) VALUES ({placeholders})"
+        
+        with self.get_session() as session:
+            result = session.execute(text(sql), data)
+            return result.rowcount
+    
+    def insert_many(self, table_name: str, data_list: List[Dict[str, Any]]) -> int:
+        """批量插入记录
+        
+        Args:
+            table_name: 表名
+            data_list: 数据字典列表
+            
+        Returns:
+            插入的行数
+        """
+        if not data_list:
+            return 0
+        
+        columns = ", ".join(data_list[0].keys())
+        placeholders = ", ".join([f":{key}" for key in data_list[0].keys()])
+        sql = f"INSERT INTO {table_name} ({columns}) VALUES ({placeholders})"
+        
+        with self.get_session() as session:
+            result = session.execute(text(sql), data_list)
+            return result.rowcount
+    
+    def select(
+        self, 
+        table_name: str, 
+        conditions: Dict[str, Any] = None, 
+        columns: List[str] = None, 
+        limit: int = None, 
+        offset: int = None,
+        order_by: str = None
+    ) -> List[Dict[str, Any]]:
+        """查询记录
+        
+        Args:
+            table_name: 表名
+            conditions: 查询条件字典
+            columns: 要查询的列列表，None表示查询所有列
+            limit: 限制返回行数
+            offset: 偏移量
+            order_by: 排序字段
+            
+        Returns:
+            查询结果列表
+        """
+        col_str = ", ".join(columns) if columns else "*"
+        sql = f"SELECT {col_str} FROM {table_name}"
+        
+        params = {}
+        if conditions:
+            where_clauses = []
+            for key, value in conditions.items():
+                where_clauses.append(f"{key} = :{key}")
+                params[key] = value
+            sql += " WHERE " + " AND ".join(where_clauses)
+        
+        if order_by:
+            sql += f" ORDER BY {order_by}"
+        
+        if limit:
+            sql += f" LIMIT :limit"
+            params["limit"] = limit
+        
+        if offset:
+            sql += f" OFFSET :offset"
+            params["offset"] = offset
+        
+        return self.execute_raw_sql(sql, params)
+    
+    def update(self, table_name: str, data: Dict[str, Any], 
+               conditions: Dict[str, Any]) -> int:
+        """更新记录
+        
+        Args:
+            table_name: 表名
+            data: 要更新的数据字典
+            conditions: 更新条件字典
+            
+        Returns:
+            更新的行数
+        """
+        set_clauses = [f"{key} = :{key}" for key in data.keys()]
+        where_clauses = [f"{key} = :cond_{key}" for key in conditions.keys()]
+        
+        sql = f"UPDATE {table_name} SET {', '.join(set_clauses)} WHERE {' AND '.join(where_clauses)}"
+        
+        # 合并参数，避免键名冲突
+        params = {**data, **{f"cond_{key}": value for key, value in conditions.items()}}
+        
+        with self.get_session() as session:
+            result = session.execute(text(sql), params)
+            return result.rowcount
+    
+    def delete(self, table_name: str, conditions: Dict[str, Any]) -> int:
+        """删除记录
+        
+        Args:
+            table_name: 表名
+            conditions: 删除条件字典
+            
+        Returns:
+            删除的行数
+        """
+        where_clauses = [f"{key} = :{key}" for key in conditions.keys()]
+        sql = f"DELETE FROM {table_name} WHERE {' AND '.join(where_clauses)}"
+        
+        with self.get_session() as session:
+            result = session.execute(text(sql), conditions)
+            return result.rowcount
+    
+    def count(self, table_name: str, conditions: Dict[str, Any] = None) -> int:
+        """统计记录数
+        
+        Args:
+            table_name: 表名
+            conditions: 统计条件字典
+            
+        Returns:
+            记录数
+        """
+        sql = f"SELECT COUNT(*) as count FROM {table_name}"
+        params = {}
+        
+        if conditions:
+            where_clauses = []
+            for key, value in conditions.items():
+                where_clauses.append(f"{key} = :{key}")
+                params[key] = value
+            sql += " WHERE " + " AND ".join(where_clauses)
+        
+        result = self.execute_raw_sql(sql, params)
+        return result[0]["count"] if result else 0
+
+
+# 创建全局数据库管理器实例
+db_manager = DatabaseManager()
diff --git a/app/main.py b/app/main.py
new file mode 100644
index 0000000..3a7ce3b
--- /dev/null
+++ b/app/main.py
@@ -0,0 +1,110 @@
+"""
+FastAPI应用主文件
+"""
+from fastapi import FastAPI
+from fastapi.middleware.cors import CORSMiddleware
+
+from app.config.settings import get_settings
+from app.core.database import db_manager
+from app.utils.logger import setup_logging
+from app.api.rainfall import router as rainfall_router
+
+# 初始化日志
+logger = setup_logging()
+
+# 获取配置
+settings = get_settings()
+
+
+def create_application() -> FastAPI:
+    """创建FastAPI应用实例"""
+    
+    application = FastAPI(
+        title=settings.APP_NAME,
+        version=settings.APP_VERSION,
+        debug=settings.DEBUG,
+        description="基于FastAPI的现代化Web应用框架"
+    )
+    
+    # 配置CORS
+    application.add_middleware(
+        CORSMiddleware,
+        allow_origins=settings.CORS_ORIGINS if hasattr(settings, 'CORS_ORIGINS') else ["*"],
+        allow_credentials=True,
+        allow_methods=["*"],
+        allow_headers=["*"],
+    )
+    
+    return application
+
+
+# 创建应用实例
+app = create_application()
+
+
+# ==================== 启动和关闭事件 ====================
+
+@app.on_event("startup")
+async def startup_event():
+    """应用启动时执行"""
+    logger.info(f"正在启动 {settings.APP_NAME} v{settings.APP_VERSION}")
+    logger.info(f"环境: {settings.ENVIRONMENT}")
+    logger.info(f"数据库连接: {settings.DB_HOST}:{settings.DB_PORT}/{settings.DB_NAME}")
+    
+    # 测试数据库连接
+    if db_manager.test_connection():
+        logger.info("数据库连接成功")
+    else:
+        logger.warning("数据库连接失败，请检查配置")
+
+
+@app.on_event("shutdown")
+async def shutdown_event():
+    """应用关闭时执行"""
+    logger.info("应用正在关闭...")
+
+
+# ==================== 根路径和健康检查 ====================
+
+@app.get("/", tags=["基础"])
+async def root():
+    """根路径 - 欢迎信息"""
+    return {
+        "app": settings.APP_NAME,
+        "version": settings.APP_VERSION,
+        "environment": settings.ENVIRONMENT.value,
+        "status": "running"
+    }
+
+
+@app.get("/health", tags=["基础"])
+async def health_check():
+    """健康检查接口"""
+    try:
+        # 检查数据库连接
+        db_manager.execute_raw_sql("SELECT 1")
+        db_status = "connected"
+    except Exception as e:
+        db_status = f"error: {str(e)}"
+    
+    return {
+        "status": "healthy",
+        "database": db_status,
+        "app_version": settings.APP_VERSION,
+        "environment": settings.ENVIRONMENT.value
+    }
+
+
+# ==================== 注册路由 ====================
+
+app.include_router(rainfall_router)
+
+
+if __name__ == "__main__":
+    import uvicorn
+    uvicorn.run(
+        "app.main:app",
+        host=settings.API_HOST,
+        port=settings.API_PORT,
+        reload=settings.RELOAD if hasattr(settings, 'RELOAD') else settings.DEBUG
+    )
diff --git a/app/models/__init__.py b/app/models/__init__.py
new file mode 100644
index 0000000..0e08b02
--- /dev/null
+++ b/app/models/__init__.py
@@ -0,0 +1,3 @@
+"""
+Database models package
+"""
diff --git a/app/repositories/__init__.py b/app/repositories/__init__.py
new file mode 100644
index 0000000..a92695f
--- /dev/null
+++ b/app/repositories/__init__.py
@@ -0,0 +1,3 @@
+"""
+Repositories package - 数据访问层
+"""
diff --git a/app/repositories/rainfall_repository.py b/app/repositories/rainfall_repository.py
new file mode 100644
index 0000000..aabd483
--- /dev/null
+++ b/app/repositories/rainfall_repository.py
@@ -0,0 +1,54 @@
+"""
+降雨数据Repository - 数据访问层
+"""
+from typing import List, Dict, Any
+from datetime import datetime
+
+from app.core.database import db_manager
+from app.utils.logger import setup_logging
+
+logger = setup_logging()
+
+
+class RainfallRepository:
+    """降雨数据仓储类"""
+    
+    @staticmethod
+    def query_stations_rainfall(
+        query_time: datetime
+    ) -> List[Dict[str, Any]]:
+        """
+        查询指定时间的站点降雨数据（自动查询前12小时）
+        
+        Args:
+            query_time: 查询时间
+            
+        Returns:
+            站点降雨数据列表
+        """
+        sql = """
+        SELECT 
+            m.lon, 
+            m.lat, 
+            SUM(m.rainfall_1h::numeric) AS rainfall
+        FROM xian_meteorology m
+        WHERE m.datetime BETWEEN (
+            to_char(timestamp :query_time - interval '12 hours', 'YYYYMMDDHH24MISS')
+        )::bigint AND (
+            to_char(timestamp :query_time, 'YYYYMMDDHH24MISS')
+        )::bigint
+        GROUP BY m.lon, m.lat
+        ORDER BY rainfall DESC
+        """
+        
+        params = {
+            "query_time": query_time
+        }
+        
+        try:
+            result = db_manager.execute_raw_sql(sql, params)
+            logger.info(f"查询到 {len(result)} 个站点数据")
+            return result
+        except Exception as e:
+            logger.error(f"查询站点降雨数据失败: {e}")
+            raise
diff --git a/app/schemas/__init__.py b/app/schemas/__init__.py
new file mode 100644
index 0000000..7759195
--- /dev/null
+++ b/app/schemas/__init__.py
@@ -0,0 +1,3 @@
+"""
+Schemas package - Pydantic数据模型
+"""
diff --git a/app/schemas/rainfall.py b/app/schemas/rainfall.py
new file mode 100644
index 0000000..eae9f8f
--- /dev/null
+++ b/app/schemas/rainfall.py
@@ -0,0 +1,57 @@
+"""
+降雨数据相关的Pydantic Schemas
+"""
+from pydantic import BaseModel, Field
+from typing import Optional, List
+
+
+class RainfallGridRequest(BaseModel):
+    """降雨栅格请求模型"""
+    time: Optional[str] = Field(
+        None, 
+        alias="time",
+        description="查询时间 ISO格式，默认为当前时间（自动查询前12小时数据）", 
+        example="2024-01-01T12:00:00"
+    )
+    resolution: float = Field(
+        0.01, 
+        alias="resolution",
+        description="栅格分辨率（度）", 
+        gt=0, 
+        le=0.1
+    )
+    
+    class Config:
+        populate_by_name = True  # 允许同时使用字段名和别名
+
+
+class StationData(BaseModel):
+    """站点数据模型"""
+    lon: float
+    lat: float
+    rainfall: float
+
+
+class GridMetadata(BaseModel):
+    """栅格元数据"""
+    start_time: str
+    end_time: str
+    district_id: int
+    resolution: float
+    station_count: int
+    grid_size: List[int]
+    bounds: dict
+
+
+class RainfallGridResponse(BaseModel):
+    """降雨栅格响应模型 - 符合前端 ApiResponse 结构"""
+    code: int = Field(200, description="状态码")
+    message: str = Field(..., description="响应消息")
+    data: Optional[dict] = Field(None, description="响应数据")
+
+
+class StationsResponse(BaseModel):
+    """站点数据响应模型 - 符合前端 ApiResponse 结构"""
+    code: int = Field(200, description="状态码")
+    message: str = Field(..., description="响应消息")
+    data: List[StationData] = Field(default_factory=list, description="站点数据列表")
diff --git a/app/services/__init__.py b/app/services/__init__.py
new file mode 100644
index 0000000..3b44cdf
--- /dev/null
+++ b/app/services/__init__.py
@@ -0,0 +1,3 @@
+"""
+Business logic services package
+"""
diff --git a/app/services/rainfall_service.py b/app/services/rainfall_service.py
new file mode 100644
index 0000000..9b343dc
--- /dev/null
+++ b/app/services/rainfall_service.py
@@ -0,0 +1,381 @@
+"""
+降雨数据Service - 业务逻辑层
+"""
+import numpy as np
+from scipy.spatial import Delaunay, ConvexHull
+from typing import List, Dict, Any, Tuple, Optional
+from datetime import datetime
+
+from app.repositories.rainfall_repository import RainfallRepository
+from app.utils.logger import setup_logging
+
+logger = setup_logging()
+
+
+class InterpolationService:
+    """插值服务类"""
+    
+    @staticmethod
+    def inverse_distance_weighting(
+        points: List[Tuple[float, float]],
+        values: List[float],
+        grid_lon: np.ndarray,
+        grid_lat: np.ndarray,
+        power: float = 2.0,
+        max_distance: float = 0.5,
+        edge_buffer: float = 0.15
+    ) -> np.ndarray:
+        """
+        反距离权重插值 (IDW) - 向量化优化版本
+        
+        Args:
+            points: 已知点坐标 [(lon, lat), ...]
+            values: 已知点的值 [rainfall, ...]
+            grid_lon: 网格经度数组
+            grid_lat: 网格纬度数组
+            power: 距离幂次
+            max_distance: 最大影响距离（度），超出此距离的点不参与插值
+            edge_buffer: 边缘缓冲距离，站点外围扩展此距离再计算凸包
+            
+        Returns:
+            插值后的栅格数据，无效区域为 NaN
+        """
+        points_array = np.array(points)
+        values_array = np.array(values)
+        
+        # 创建网格
+        lon_grid, lat_grid = np.meshgrid(grid_lon, grid_lat)
+        result = np.full_like(lon_grid, np.nan)
+        
+        # 计算站点的凸包（带边缘缓冲）
+        hull_mask = None
+        if len(points_array) >= 3:
+            try:
+                # 创建缓冲站点：在原始站点外围添加虚拟点
+                buffer_points = InterpolationService._create_buffer_points(
+                    points_array, 
+                    buffer_distance=edge_buffer
+                )
+                
+                # 合并原始站点和缓冲站点
+                all_points = np.vstack([points_array, buffer_points])
+                
+                # 计算凸包
+                hull = ConvexHull(all_points)
+                hull_points = all_points[hull.vertices]
+                tri = Delaunay(hull_points)
+                
+                # 向量化判断所有网格点是否在凸包内
+                grid_points = np.column_stack([lon_grid.ravel(), lat_grid.ravel()])
+                hull_mask = tri.find_simplex(grid_points) >= 0
+                hull_mask = hull_mask.reshape(lon_grid.shape)
+            except:
+                hull_mask = np.ones_like(lon_grid, dtype=bool)
+        else:
+            hull_mask = np.ones_like(lon_grid, dtype=bool)
+        
+        # 向量化计算所有网格点到所有站点的距离
+        # grid_lon shape: (num_lat, num_lon)
+        # points_array[:, 0] shape: (num_stations,)
+        # 使用广播机制
+        lon_diff = lon_grid[:, :, np.newaxis] - points_array[np.newaxis, np.newaxis, :, 0]
+        lat_diff = lat_grid[:, :, np.newaxis] - points_array[np.newaxis, np.newaxis, :, 1]
+        distances = np.sqrt(lon_diff**2 + lat_diff**2)
+        
+        # 过滤超出最大距离的站点
+        valid_mask = distances <= max_distance
+        
+        # 对于每个网格点，检查是否有有效站点
+        has_valid_stations = np.any(valid_mask, axis=2)
+        
+        # 合并凸包掩码和有效站点掩码
+        final_mask = hull_mask & has_valid_stations
+        
+        # 避免除零
+        distances = np.where(valid_mask, distances, np.inf)
+        distances = np.maximum(distances, 1e-10)
+        
+        # IDW权重计算
+        weights = 1.0 / (distances ** power)
+        weights = np.where(valid_mask, weights, 0)
+        
+        # 加权平均
+        weighted_sum = np.sum(weights * values_array[np.newaxis, np.newaxis, :], axis=2)
+        weight_total = np.sum(weights, axis=2)
+        
+        # 计算最终结果
+        result = np.where(
+            final_mask & (weight_total > 0),
+            weighted_sum / weight_total,
+            np.nan
+        )
+        
+        return result
+    
+    @staticmethod
+    def get_rainfall_color(rainfall: float) -> str:
+        """
+        根据降雨量获取颜色（蓝色渐变）
+        
+        Args:
+            rainfall: 降雨量(mm)
+            
+        Returns:
+            颜色字符串 "rgba(r,g,b,a)"
+        """
+        if rainfall < 0.1:
+            return "rgba(200,200,200,0)"  # 透明 - 无雨
+        elif rainfall < 10:
+            return "rgba(173,216,230,0.5)"     # 浅蓝 - 小雨
+        elif rainfall < 25:
+            return "rgba(100,149,237,0.6)"     # 矢车菊蓝 - 中雨
+        elif rainfall < 50:
+            return "rgba(30,144,255,0.7)"      # 道奇蓝 - 大雨
+        elif rainfall < 100:
+            return "rgba(0,0,205,0.8)"         # 中蓝 - 暴雨
+        else:
+            return "rgba(0,0,139,0.9)"         # 深蓝 - 大暴雨
+
+
+class GeoJSONService:
+    """GeoJSON生成服务"""
+    
+    @staticmethod
+    def create_feature_collection(
+        grid_metadata: Dict[str, Any],
+        rainfall_array: np.ndarray,
+        grid_lon: np.ndarray,
+        grid_lat: np.ndarray
+    ) -> Dict[str, Any]:
+        """
+        创建GeoJSON FeatureCollection用于Cesium渲染
+        
+        Args:
+            grid_metadata: 栅格元数据
+            rainfall_array: 降雨量数组
+            grid_lon: 经度网格
+            grid_lat: 纬度网格
+            
+        Returns:
+            GeoJSON格式的FeatureCollection
+        """
+        features = []
+        
+        # 将栅格数据转换为矩形要素
+        for i in range(len(grid_lat) - 1):
+            for j in range(len(grid_lon) - 1):
+                rainfall_value = float(rainfall_array[i, j])
+                
+                # 跳过无数据的区域
+                if np.isnan(rainfall_value) or rainfall_value < 0:
+                    continue
+                
+                # 创建矩形多边形
+                lon_min = float(grid_lon[j])
+                lon_max = float(grid_lon[j + 1])
+                lat_min = float(grid_lat[i])
+                lat_max = float(grid_lat[i + 1])
+                
+                feature = {
+                    "type": "Feature",
+                    "geometry": {
+                        "type": "Polygon",
+                        "coordinates": [[
+                            [lon_min, lat_min],
+                            [lon_max, lat_min],
+                            [lon_max, lat_max],
+                            [lon_min, lat_max],
+                            [lon_min, lat_min]
+                        ]]
+                    },
+                    "properties": {
+                        "rainfall": round(rainfall_value, 2),
+                        "color": InterpolationService.get_rainfall_color(rainfall_value)
+                    }
+                }
+                features.append(feature)
+        
+        return {
+            "type": "FeatureCollection",
+            "features": features,
+            "metadata": {
+                "resolution": grid_metadata['resolution'],
+                "grid_size": [len(grid_lon), len(grid_lat)],
+                "bounds": {
+                    "min_lon": float(grid_lon.min()),
+                    "max_lon": float(grid_lon.max()),
+                    "min_lat": float(grid_lat.min()),
+                    "max_lat": float(grid_lat.max())
+                }
+            }
+        }
+
+
+class RainfallService:
+    """降雨数据业务服务类"""
+    
+    def __init__(self):
+        self.repository = RainfallRepository()
+        self.interpolation_service = InterpolationService()
+        self.geojson_service = GeoJSONService()
+    
+    def get_stations_data(
+        self,
+        query_time: datetime
+    ) -> List[Dict[str, Any]]:
+        """
+        获取站点降雨数据
+        
+        Args:
+            query_time: 查询时间（自动查询前12小时数据）
+            
+        Returns:
+            站点数据列表
+        """
+        return self.repository.query_stations_rainfall(query_time)
+    
+    def generate_rainfall_grid(
+        self,
+        query_time: datetime,
+        resolution: float = 0.01
+    ) -> Dict[str, Any]:
+        """
+        生成降雨栅格数据
+        
+        Args:
+            query_time: 查询时间（自动查询前12小时数据）
+            resolution: 栅格分辨率
+            
+        Returns:
+            GeoJSON格式的栅格数据
+        """
+        logger.info(f"查询降雨数据: {query_time}")
+        
+        # 查询站点数据（自动查询前12小时数据）
+        stations_data = self.get_stations_data(query_time)
+        
+        if not stations_data:
+            return None
+        
+        # 提取站点坐标和降雨量（过滤空值）
+        valid_stations = [row for row in stations_data if row['rainfall'] is not None]
+        
+        if not valid_stations:
+            logger.warning("所有站点的降雨量数据均为空")
+            return None
+        
+        points = [(row['lon'], row['lat']) for row in valid_stations]
+        values = [float(row['rainfall']) for row in valid_stations]
+        
+        # 确定栅格范围（西安大致范围）
+        lon_min, lon_max = 107.5, 109.5
+        lat_min, lat_max = 33.5, 34.5
+        
+        # 创建栅格网格
+        num_lon = int((lon_max - lon_min) / resolution) + 1
+        num_lat = int((lat_max - lat_min) / resolution) + 1
+        
+        grid_lon = np.linspace(lon_min, lon_max, num_lon)
+        grid_lat = np.linspace(lat_min, lat_max, num_lat)
+        
+        logger.info(f"生成栅格: {num_lon}x{num_lat}, 分辨率: {resolution}")
+        
+        # 执行IDW插值（带凸包裁剪和距离阈值）
+        rainfall_grid = self.interpolation_service.inverse_distance_weighting(
+            points=points,
+            values=values,
+            grid_lon=grid_lon,
+            grid_lat=grid_lat,
+            power=2.0,
+            max_distance=0.3  # 最大影响距离0.3度（约30公里）
+        )
+        
+        # 创建栅格元数据
+        grid_metadata = {
+            "query_time": query_time.isoformat(),
+            "resolution": resolution,
+            "station_count": len(stations_data),
+            "grid_size": [num_lon, num_lat]
+        }
+        
+        # 转换为GeoJSON格式
+        geojson_data = self.geojson_service.create_feature_collection(
+            grid_metadata, rainfall_grid, grid_lon, grid_lat
+        )
+        
+        logger.info("降雨栅格数据生成成功")
+        
+        return geojson_data
+    
+    def get_rainfall_at_point(
+        self,
+        longitude: float,
+        latitude: float,
+        query_time: datetime
+    ) -> Optional[Dict[str, Any]]:
+        """
+        查询指定点位的降雨量（使用IDW插值）
+        
+        Args:
+            longitude: 经度
+            latitude: 纬度
+            query_time: 查询时间（自动查询前12小时数据）
+            
+        Returns:
+            点位降雨量信息
+        """
+        # 获取站点数据（自动查询前12小时数据）
+        stations_data = self.get_stations_data(query_time)
+        
+        if not stations_data:
+            return None
+        
+        # 提取站点坐标和降雨量
+        points = [(row['lon'], row['lat']) for row in stations_data]
+        values = [float(row['rainfall']) for row in stations_data]
+        
+        # 使用IDW插值计算该点的降雨量
+        target_point = np.array([[longitude, latitude]])
+        points_array = np.array(points)
+        
+        # 计算距离
+        distances = np.sqrt(
+            (points_array[:, 0] - longitude) ** 2 + 
+            (points_array[:, 1] - latitude) ** 2
+        )
+        
+        # 避免除零
+        min_dist = 1e-10
+        distances = np.maximum(distances, min_dist)
+        
+        # IDW公式
+        power = 2.0
+        weights = 1.0 / (distances ** power)
+        rainfall_value = np.sum(weights * values) / np.sum(weights)
+        
+        # 返回结果
+        return {
+            "longitude": longitude,
+            "latitude": latitude,
+            "rainfall": round(float(rainfall_value), 2),
+            "level": self._get_rainfall_level(rainfall_value),
+            "color": InterpolationService.get_rainfall_color(rainfall_value),
+            "station_count": len(stations_data),
+            "query_time": query_time.isoformat()
+        }
+    
+    @staticmethod
+    def _get_rainfall_level(rainfall: float) -> str:
+        """获取降雨等级"""
+        if rainfall < 0.1:
+            return "无雨"
+        elif rainfall < 10:
+            return "小雨"
+        elif rainfall < 25:
+            return "中雨"
+        elif rainfall < 50:
+            return "大雨"
+        elif rainfall < 100:
+            return "暴雨"
+        else:
+            return "大暴雨"
diff --git a/app/utils/__init__.py b/app/utils/__init__.py
new file mode 100644
index 0000000..63b5914
--- /dev/null
+++ b/app/utils/__init__.py
@@ -0,0 +1,3 @@
+"""
+Utility functions package
+"""
diff --git a/app/utils/logger.py b/app/utils/logger.py
new file mode 100644
index 0000000..2143f34
--- /dev/null
+++ b/app/utils/logger.py
@@ -0,0 +1,104 @@
+"""
+日志配置工具
+"""
+import logging
+import sys
+from pathlib import Path
+from logging.handlers import RotatingFileHandler, TimedRotatingFileHandler
+from datetime import datetime
+
+
+class LoggerConfig:
+    """日志配置类"""
+    
+    def __init__(self, log_dir: str = "logs", log_level: str = "INFO"):
+        self.log_dir = Path(log_dir)
+        self.log_level = getattr(logging, log_level.upper(), logging.INFO)
+        self.ensure_log_directory()
+    
+    def ensure_log_directory(self):
+        """确保日志目录存在"""
+        if not self.log_dir.exists():
+            self.log_dir.mkdir(parents=True, exist_ok=True)
+    
+    def setup_logger(
+        self, 
+        name: str = "app",
+        log_file: str = None,
+        max_bytes: int = 10 * 1024 * 1024,  # 10MB
+        backup_count: int = 5,
+        use_timed_rotation: bool = False
+    ) -> logging.Logger:
+        """配置日志记录器
+        
+        Args:
+            name: 日志记录器名称
+            log_file: 日志文件名（None则使用时间戳）
+            max_bytes: 单个日志文件最大大小
+            backup_count: 保留的备份文件数量
+            use_timed_rotation: 是否使用按时间轮转
+            
+        Returns:
+            配置好的Logger实例
+        """
+        logger = logging.getLogger(name)
+        logger.setLevel(self.log_level)
+        
+        # 避免重复添加handler
+        if logger.handlers:
+            return logger
+        
+        # 创建formatter
+        formatter = logging.Formatter(
+            '%(asctime)s - %(name)s - %(levelname)s - %(message)s',
+            datefmt='%Y-%m-%d %H:%M:%S'
+        )
+        
+        # 控制台handler
+        console_handler = logging.StreamHandler(sys.stdout)
+        console_handler.setLevel(self.log_level)
+        console_handler.setFormatter(formatter)
+        logger.addHandler(console_handler)
+        
+        # 文件handler
+        if log_file is None:
+            timestamp = datetime.now().strftime("%Y%m%d")
+            log_file = f"app_{timestamp}.log"
+        
+        log_path = self.log_dir / log_file
+        
+        if use_timed_rotation:
+            # 按时间轮转（每天）
+            file_handler = TimedRotatingFileHandler(
+                log_path,
+                when='midnight',
+                interval=1,
+                backupCount=backup_count,
+                encoding='utf-8'
+            )
+        else:
+            # 按大小轮转
+            file_handler = RotatingFileHandler(
+                log_path,
+                maxBytes=max_bytes,
+                backupCount=backup_count,
+                encoding='utf-8'
+            )
+        
+        file_handler.setLevel(self.log_level)
+        file_handler.setFormatter(formatter)
+        logger.addHandler(file_handler)
+        
+        return logger
+    
+    @staticmethod
+    def get_logger(name: str = "app") -> logging.Logger:
+        """获取logger实例"""
+        return logging.getLogger(name)
+
+
+# 全局日志配置
+def setup_logging(log_dir: str = "logs", log_level: str = "INFO") -> logging.Logger:
+    """设置全局日志"""
+    logger_config = LoggerConfig(log_dir, log_level)
+    return logger_config.setup_logger()
diff --git a/app/utils/platform_utils.py b/app/utils/platform_utils.py
new file mode 100644
index 0000000..da0eb49
--- /dev/null
+++ b/app/utils/platform_utils.py
@@ -0,0 +1,137 @@
+"""
+平台检测工具 - 兼容Windows和Linux
+"""
+import sys
+import os
+import platform
+from pathlib import Path
+from typing import Tuple
+
+
+class PlatformDetector:
+    """平台检测器"""
+    
+    def __init__(self):
+        self.os_name = os.name
+        self.platform_system = platform.system()
+        self.platform_release = platform.release()
+        self.platform_version = platform.version()
+        self.python_version = sys.version_info
+        self.is_windows = self.platform_system == "Windows"
+        self.is_linux = self.platform_system == "Linux"
+        self.is_macos = self.platform_system == "Darwin"
+    
+    def get_platform_info(self) -> dict:
+        """获取平台信息"""
+        return {
+            "os_name": self.os_name,
+            "platform_system": self.platform_system,
+            "platform_release": self.platform_release,
+            "platform_version": self.platform_version,
+            "python_version": f"{self.python_version.major}.{self.python_version.minor}.{self.python_version.micro}",
+            "is_windows": self.is_windows,
+            "is_linux": self.is_linux,
+            "is_macos": self.is_macos,
+        }
+    
+    def check_python_version(self, min_version: Tuple[int, int] = (3, 13)) -> bool:
+        """检查Python版本是否满足要求
+        
+        Args:
+            min_version: 最低版本要求 (major, minor)
+            
+        Returns:
+            是否满足版本要求
+        """
+        current = (self.python_version.major, self.python_version.minor)
+        return current >= min_version
+    
+    def get_path_separator(self) -> str:
+        """获取路径分隔符"""
+        return "\\" if self.is_windows else "/"
+    
+    def normalize_path(self, path: str) -> str:
+        """标准化路径"""
+        return Path(path).as_posix()
+    
+    def get_project_root(self) -> Path:
+        """获取项目根目录"""
+        return Path(__file__).parent.parent.parent
+    
+    def ensure_directory(self, path: Path, create: bool = True) -> bool:
+        """确保目录存在
+        
+        Args:
+            path: 目录路径
+            create: 是否自动创建
+            
+        Returns:
+            目录是否存在
+        """
+        if path.exists():
+            return True
+        
+        if create:
+            try:
+                path.mkdir(parents=True, exist_ok=True)
+                return True
+            except Exception as e:
+                print(f"创建目录失败 {path}: {e}")
+                return False
+        
+        return False
+    
+    def get_env_file_path(self) -> Path:
+        """获取环境配置文件路径"""
+        return self.get_project_root() / ".env"
+    
+    def format_command_for_platform(self, command: str) -> str:
+        """根据平台格式化命令
+        
+        Args:
+            command: 原始命令
+            
+        Returns:
+            适合当前平台的命令
+        """
+        if self.is_windows:
+            # Windows特定命令转换
+            if command.startswith("ls "):
+                return command.replace("ls ", "dir ")
+            elif command.startswith("cat "):
+                return command.replace("cat ", "type ")
+            elif command.startswith("rm "):
+                return command.replace("rm ", "del ")
+            elif command.startswith("cp "):
+                return command.replace("cp ", "copy ")
+            elif command.startswith("mv "):
+                return command.replace("mv ", "move ")
+        else:
+            # Linux/Mac特定命令转换
+            if command.startswith("dir "):
+                return command.replace("dir ", "ls ")
+            elif command.startswith("type "):
+                return command.replace("type ", "cat ")
+            elif command.startswith("del "):
+                return command.replace("del ", "rm ")
+            elif command.startswith("copy "):
+                return command.replace("copy ", "cp ")
+            elif command.startswith("move "):
+                return command.replace("move ", "mv ")
+        
+        return command
+    
+    def print_platform_banner(self):
+        """打印平台信息横幅"""
+        info = self.get_platform_info()
+        print("=" * 60)
+        print("  系统信息")
+        print("=" * 60)
+        print(f"  操作系统: {info['platform_system']} {info['platform_release']}")
+        print(f"  Python版本: {info['python_version']}")
+        print(f"  项目根目录: {self.get_project_root()}")
+        print("=" * 60)
+
+
+# 全局平台检测器实例
+platform_detector = PlatformDetector()
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..0052252
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,8 @@
+fastapi==0.136.1
+uvicorn==0.46.0
+sqlalchemy==2.0.49
+psycopg2-binary==2.9.12
+pydantic==2.13.3
+pydantic-settings==2.14.0
+numpy==2.4.4
+scipy==1.17.1
diff --git a/scripts/start_dev.bat b/scripts/start_dev.bat
new file mode 100644
index 0000000..8f83293
--- /dev/null
+++ b/scripts/start_dev.bat
@@ -0,0 +1,74 @@
+@echo off
+REM Windows startup script - Development environment (background mode)
+echo ========================================
+echo   Starting Development Environment
+echo ========================================
+
+REM Change to project root directory
+cd /d "%~dp0.."
+
+REM Verify we are in the correct directory
+if not exist "start.py" (
+    echo Error: Cannot find start.py in current directory: %CD%
+    echo Please ensure you are running this script from the project directory
+    pause
+    exit /b 1
+)
+echo Current directory: %CD%
+
+REM Check and create virtual environment if not exists
+if not exist ".venv\Scripts\activate.bat" (
+    echo Virtual environment not found, creating...
+    python -m venv .venv
+    if errorlevel 1 (
+        echo Error: Failed to create virtual environment
+        echo Please ensure Python is installed and accessible
+        pause
+        exit /b 1
+    )
+    echo Virtual environment created successfully
+)
+
+REM Activate virtual environment
+call .venv\Scripts\activate.bat
+if errorlevel 1 (
+    echo Error: Failed to activate virtual environment
+    pause
+    exit /b 1
+)
+echo Virtual environment activated
+
+REM Upgrade pip and install dependencies
+echo Checking dependencies...
+.venv\Scripts\python.exe -m pip install --upgrade pip -q
+.venv\Scripts\python.exe -m pip install -r requirements.txt -q
+if errorlevel 1 (
+    echo Error: Failed to install dependencies
+    pause
+    exit /b 1
+)
+echo Dependencies installed successfully
+
+REM Create logs directory if not exists
+if not exist "logs" mkdir logs
+
+REM Start application in background using start command
+REM Create a temporary startup script with clean environment
+set TEMP_START_SCRIPT=%TEMP%\start_xian_app_%RANDOM%.bat
+(
+    echo @echo off
+    echo cd /d %CD%
+    echo set ENVIRONMENT=development
+    echo .venv\Scripts\python.exe start.py
+) > "%TEMP_START_SCRIPT%"
+
+start "Xian Algorithm Dev" cmd /k "title Xian Algorithm Dev && call "%TEMP_START_SCRIPT%""
+
+echo.
+echo Application started in background
+echo To view logs, check: logs\app_*.log
+echo To stop the application, run: scripts\stop.bat
+echo ========================================
+
+REM Keep the window open briefly to show any immediate errors
+timeout /t 3 /nobreak >nul
diff --git a/scripts/start_dev.sh b/scripts/start_dev.sh
new file mode 100644
index 0000000..8f9c083
--- /dev/null
+++ b/scripts/start_dev.sh
@@ -0,0 +1,52 @@
+#!/bin/bash
+# Linux/Mac startup script - Development environment (background mode)
+
+echo "========================================"
+echo "  Starting Development Environment"
+echo "========================================"
+
+# Change to project root directory
+cd "$(dirname "$0")/.." || exit
+
+# Check and create virtual environment if not exists
+if [ ! -f ".venv/bin/activate" ]; then
+    echo "Virtual environment not found, creating..."
+    python3 -m venv .venv
+    if [ $? -ne 0 ]; then
+        echo "Error: Failed to create virtual environment"
+        echo "Please ensure Python 3 is installed and accessible"
+        exit 1
+    fi
+    echo "Virtual environment created successfully"
+fi
+
+# Activate virtual environment
+source .venv/bin/activate
+echo "Virtual environment activated"
+
+# Upgrade pip and install dependencies
+echo "Checking dependencies..."
+pip install --upgrade pip -q
+pip install -r requirements.txt -q
+if [ $? -ne 0 ]; then
+    echo "Error: Failed to install dependencies"
+    exit 1
+fi
+echo "Dependencies installed successfully"
+
+# Set environment variable
+export ENVIRONMENT=development
+
+# Create logs directory if not exists
+mkdir -p logs
+
+# Start application in background
+nohup python start.py > logs/app_dev.log 2>&1 &
+APP_PID=$!
+
+echo $APP_PID > scripts/app_dev.pid
+echo ""
+echo "Application started in background (PID: $APP_PID)"
+echo "To view logs: tail -f logs/app_dev.log"
+echo "To stop the application, run: bash scripts/stop.sh"
+echo "========================================"
diff --git a/scripts/start_prod.bat b/scripts/start_prod.bat
new file mode 100644
index 0000000..82875ca
--- /dev/null
+++ b/scripts/start_prod.bat
@@ -0,0 +1,52 @@
+@echo off
+REM Windows startup script - Production environment (background mode)
+echo ========================================
+echo   Starting Production Environment
+echo ========================================
+
+REM Change to project root directory
+cd /d "%~dp0.."
+
+REM Check and create virtual environment if not exists
+if not exist ".venv\Scripts\activate.bat" (
+    echo Virtual environment not found, creating...
+    python -m venv .venv
+    if errorlevel 1 (
+        echo Error: Failed to create virtual environment
+        echo Please ensure Python is installed and accessible
+        pause
+        exit /b 1
+    )
+    echo Virtual environment created successfully
+)
+
+REM Activate virtual environment
+call .venv\Scripts\activate.bat
+echo Virtual environment activated
+
+REM Upgrade pip and install dependencies
+echo Checking dependencies...
+.venv\Scripts\python.exe -m pip install --upgrade pip -q
+.venv\Scripts\python.exe -m pip install -r requirements.txt -q
+if errorlevel 1 (
+    echo Error: Failed to install dependencies
+    pause
+    exit /b 1
+)
+echo Dependencies installed successfully
+
+REM Set environment variable
+set ENVIRONMENT=production
+
+REM Create logs directory if not exists
+if not exist "logs" mkdir logs
+
+REM Start application in background using start command
+start "Xian Algorithm Prod" cmd /c "title Xian Algorithm Prod && .venv\Scripts\python.exe start.py"
+
+echo.
+echo Application started in background
+echo To view logs, check: logs\app_*.log
+echo To stop the application, run: scripts\stop.bat
+echo ========================================
+
diff --git a/scripts/start_prod.sh b/scripts/start_prod.sh
new file mode 100644
index 0000000..943030c
--- /dev/null
+++ b/scripts/start_prod.sh
@@ -0,0 +1,52 @@
+#!/bin/bash
+# Linux/Mac startup script - Production environment (background mode)
+
+echo "========================================"
+echo "  Starting Production Environment"
+echo "========================================"
+
+# Change to project root directory
+cd "$(dirname "$0")/.." || exit
+
+# Check and create virtual environment if not exists
+if [ ! -f ".venv/bin/activate" ]; then
+    echo "Virtual environment not found, creating..."
+    python3 -m venv .venv
+    if [ $? -ne 0 ]; then
+        echo "Error: Failed to create virtual environment"
+        echo "Please ensure Python 3 is installed and accessible"
+        exit 1
+    fi
+    echo "Virtual environment created successfully"
+fi
+
+# Activate virtual environment
+source .venv/bin/activate
+echo "Virtual environment activated"
+
+# Upgrade pip and install dependencies
+echo "Checking dependencies..."
+pip install --upgrade pip -q
+pip install -r requirements.txt -q
+if [ $? -ne 0 ]; then
+    echo "Error: Failed to install dependencies"
+    exit 1
+fi
+echo "Dependencies installed successfully"
+
+# Set environment variable
+export ENVIRONMENT=production
+
+# Create logs directory if not exists
+mkdir -p logs
+
+# Start application in background
+nohup python start.py > logs/app_prod.log 2>&1 &
+APP_PID=$!
+
+echo $APP_PID > scripts/app_prod.pid
+echo ""
+echo "Application started in background (PID: $APP_PID)"
+echo "To view logs: tail -f logs/app_prod.log"
+echo "To stop the application, run: bash scripts/stop.sh"
+echo "========================================"
diff --git a/scripts/stop.bat b/scripts/stop.bat
new file mode 100644
index 0000000..565f965
--- /dev/null
+++ b/scripts/stop.bat
@@ -0,0 +1,29 @@
+@echo off
+REM Windows stop script - Stop the application
+echo ========================================
+echo   Stopping Application
+echo ========================================
+
+REM Change to project root directory
+cd /d "%~dp0.."
+
+REM Find and kill python processes running start.py
+echo Searching for running application...
+tasklist /FI "IMAGENAME eq python.exe" /FO CSV /NH 2>nul | findstr /I "python.exe" >nul
+if %errorlevel% equ 0 (
+    echo Found running Python processes, stopping...
+    taskkill /F /FI "WINDOWTITLE eq Xian Algorithm Dev" 2>nul
+    taskkill /F /FI "WINDOWTITLE eq Xian Algorithm Prod" 2>nul
+    
+    REM If title-based kill didn't work, try killing all python.exe running start.py
+    for /f "tokens=2 delims=," %%a in ('tasklist /FI "IMAGENAME eq python.exe" /FO CSV /NH 2^>nul') do (
+        set "PID=%%~a"
+        wmic process where "ProcessId=!PID! and CommandLine like '%%start.py%%'" delete >nul 2>&1
+    )
+    
+    echo Application stopped successfully
+) else (
+    echo No running application found
+)
+
+echo ========================================
diff --git a/scripts/stop.sh b/scripts/stop.sh
new file mode 100644
index 0000000..5bf8e48
--- /dev/null
+++ b/scripts/stop.sh
@@ -0,0 +1,67 @@
+#!/bin/bash
+# Linux/Mac stop script - Stop the application
+
+echo "========================================"
+echo "  Stopping Application"
+echo "========================================"
+
+# Change to project root directory
+cd "$(dirname "$0")/.." || exit
+
+# Function to stop a process by PID file
+stop_process() {
+    local pid_file=$1
+    local env_name=$2
+    
+    if [ -f "$pid_file" ]; then
+        local pid=$(cat "$pid_file")
+        if kill -0 "$pid" 2>/dev/null; then
+            echo "Stopping $env_name (PID: $pid)..."
+            kill "$pid"
+            
+            # Wait for process to stop
+            local count=0
+            while kill -0 "$pid" 2>/dev/null && [ $count -lt 10 ]; do
+                sleep 1
+                count=$((count + 1))
+            done
+            
+            # Force kill if still running
+            if kill -0 "$pid" 2>/dev/null; then
+                echo "Force stopping $env_name..."
+                kill -9 "$pid"
+            fi
+            
+            rm -f "$pid_file"
+            echo "$env_name stopped"
+        else
+            echo "$env_name not running (stale PID file removed)"
+            rm -f "$pid_file"
+        fi
+    else
+        echo "No $env_name PID file found"
+    fi
+}
+
+# Stop development environment
+stop_process "scripts/app_dev.pid" "Development environment"
+
+# Stop production environment
+stop_process "scripts/app_prod.pid" "Production environment"
+
+# Also try to find any remaining python processes running start.py
+REMAINING_PIDS=$(ps aux | grep "[p]ython.*start.py" | awk '{print $2}')
+if [ -n "$REMAINING_PIDS" ]; then
+    echo "Found additional Python processes, stopping..."
+    echo "$REMAINING_PIDS" | xargs kill 2>/dev/null
+    sleep 2
+    
+    # Force kill if still running
+    REMAINING_PIDS=$(ps aux | grep "[p]ython.*start.py" | awk '{print $2}')
+    if [ -n "$REMAINING_PIDS" ]; then
+        echo "$REMAINING_PIDS" | xargs kill -9 2>/dev/null
+    fi
+fi
+
+echo "========================================"
+echo "All applications stopped"
diff --git a/start.py b/start.py
new file mode 100644
index 0000000..76d7396
--- /dev/null
+++ b/start.py
@@ -0,0 +1,231 @@
+"""
+项目启动脚本 - 支持多环境和跨平台
+"""
+import sys
+import subprocess
+import os
+from pathlib import Path
+
+# 添加项目根目录到Python路径
+project_root = Path(__file__).parent
+sys.path.insert(0, str(project_root))
+
+
+def check_platform():
+    """检测平台信息"""
+    print("=" * 60)
+    print("  系统信息检测")
+    print("=" * 60)
+    
+    from app.utils.platform_utils import platform_detector
+    platform_detector.print_platform_banner()
+    
+    return platform_detector
+
+
+def check_python_version():
+    """检查Python版本是否为3.13或更高"""
+    print("\n" + "=" * 60)
+    print("  Python版本检查")
+    print("=" * 60)
+    
+    from app.utils.platform_utils import platform_detector
+    
+    current_version = sys.version_info
+    print(f"当前Python版本: {current_version.major}.{current_version.minor}.{current_version.micro}")
+    
+    if not platform_detector.check_python_version((3, 13)):
+        print("\n❌ 错误: Python版本过低!")
+        print(f"   当前版本: {current_version.major}.{current_version.minor}.{current_version.micro}")
+        print("   要求版本: 3.13 或更高")
+        print("\n请升级到Python 3.13或更高版本:")
+        print("   下载地址: https://www.python.org/downloads/")
+        print("=" * 60)
+        sys.exit(1)
+    
+    print(f"✅ Python版本检查通过: {current_version.major}.{current_version.minor}.{current_version.micro}")
+    print("=" * 60)
+    return True
+
+
+def get_environment():
+    """获取运行环境"""
+    print("\n" + "=" * 60)
+    print("  环境配置")
+    print("=" * 60)
+    
+    environment = os.getenv("ENVIRONMENT", "development")
+    print(f"当前环境: {environment}")
+    
+    if environment not in ["development", "production"]:
+        print(f"⚠️  警告: 未知环境 '{environment}'，使用默认开发环境")
+        environment = "development"
+    
+    print("=" * 60)
+    return environment
+
+
+def install_dependencies():
+    """检查并安装依赖包"""
+    print("\n" + "=" * 60)
+    print("  依赖包检查")
+    print("=" * 60)
+    
+    requirements_file = "requirements.txt"
+    
+    if not os.path.exists(requirements_file):
+        print(f"\n❌ 错误: 找不到依赖文件 {requirements_file}")
+        sys.exit(1)
+    
+    # 读取已安装的包
+    try:
+        result = subprocess.run(
+            [sys.executable, "-m", "pip", "list", "--format=freeze"],
+            capture_output=True,
+            text=True,
+            check=True
+        )
+        installed_packages = {line.split("==")[0].lower() for line in result.stdout.strip().split("\n") if line}
+    except subprocess.CalledProcessError as e:
+        print(f"\n❌ 检查已安装包失败: {e}")
+        sys.exit(1)
+    
+    # 读取requirements.txt中的包
+    with open(requirements_file, "r", encoding="utf-8") as f:
+        required_packages = []
+        for line in f:
+            line = line.strip()
+            if line and not line.startswith("#"):
+                package_name = line.split("==")[0].lower()
+                required_packages.append(line)
+    
+    # 检查缺失的包
+    missing_packages = []
+    for package_line in required_packages:
+        package_name = package_line.split("==")[0].lower()
+        if package_name not in installed_packages:
+            missing_packages.append(package_line)
+    
+    if not missing_packages:
+        print("\n✅ 所有依赖包已安装，无需重复安装")
+        print("=" * 60)
+        return True
+    
+    print(f"\n发现 {len(missing_packages)} 个未安装的依赖包:")
+    for package in missing_packages:
+        print(f"   - {package}")
+    
+    print("\n正在安装依赖包...")
+    try:
+        subprocess.run(
+            [sys.executable, "-m", "pip", "install", "-r", requirements_file],
+            check=True
+        )
+        print("\n✅ 依赖包安装成功")
+        print("=" * 60)
+        return True
+    except subprocess.CalledProcessError as e:
+        print(f"\n❌ 依赖包安装失败: {e}")
+        print("=" * 60)
+        sys.exit(1)
+
+
+def initialize_database():
+    """初始化数据库连接"""
+    print("\n" + "=" * 60)
+    print("  数据库初始化")
+    print("=" * 60)
+    
+    try:
+        from app.core.database import db_manager
+        from app.config.settings import get_settings
+        
+        settings = get_settings()
+        
+        print(f"数据库地址: {settings.DB_HOST}:{settings.DB_PORT}")
+        print(f"数据库名称: {settings.DB_NAME}")
+        print(f"连接池大小: {settings.DB_POOL_SIZE}")
+        
+        # 测试数据库连接
+        if db_manager.test_connection():
+            print("✅ 数据库连接成功")
+        else:
+            print("⚠️  数据库连接失败，请检查配置")
+            return False
+        
+        print("=" * 60)
+        return True
+        
+    except Exception as e:
+        print(f"\n⚠️  数据库初始化警告: {e}")
+        print("   应用将继续启动，但数据库功能可能不可用")
+        print("=" * 60)
+        return False
+
+
+def start_application(environment: str):
+    """启动FastAPI应用"""
+    print("\n" + "=" * 60)
+    print("  启动FastAPI应用")
+    print("=" * 60)
+    
+    try:
+        from app.config.settings import get_settings
+        import uvicorn
+        
+        settings = get_settings()
+        
+        print(f"应用名称: {settings.APP_NAME}")
+        print(f"应用版本: {settings.APP_VERSION}")
+        print(f"运行环境: {settings.ENVIRONMENT.value}")
+        print(f"监听地址: {settings.API_HOST}:{settings.API_PORT}")
+        print(f"调试模式: {'开启' if settings.DEBUG else '关闭'}")
+        print(f"自动重载: {'开启' if hasattr(settings, 'RELOAD') and settings.RELOAD else '关闭'}")
+        print("\n🚀 应用启动中...\n")
+        print("=" * 60)
+        
+        # 启动uvicorn服务器
+        uvicorn.run(
+            "app.main:app",
+            host=settings.API_HOST,
+            port=settings.API_PORT,
+            reload=settings.RELOAD if hasattr(settings, 'RELOAD') else settings.DEBUG,
+            log_level=settings.LOG_LEVEL.lower()
+        )
+        
+    except KeyboardInterrupt:
+        print("\n\n应用已停止")
+    except Exception as e:
+        print(f"\n❌ 应用启动失败: {e}")
+        import traceback
+        traceback.print_exc()
+        sys.exit(1)
+
+
+def main():
+    """主函数"""
+    print("\n" + "=" * 60)
+    print("  Xian Algorithm New - 应用启动程序")
+    print("=" * 60)
+    
+    # 检测平台信息
+    check_platform()
+    
+    # 检查Python版本
+    check_python_version()
+    
+    # 获取环境配置
+    environment = get_environment()
+    
+    # 检查并安装依赖
+    install_dependencies()
+    
+    # 初始化数据库
+    initialize_database()
+    
+    # 启动应用
+    start_application(environment)
+
+
+if __name__ == "__main__":
+    main()