diff --git a/library/src/cache.rs b/library/src/cache.rs
index 910f9a8..f02738a 100644
--- a/library/src/cache.rs
+++ b/library/src/cache.rs
@@ -4,7 +4,9 @@ use domain::entities::account::Account;
 use lazy_static::lazy_static;
 use library::config;
 use moka::{
-    future::{Cache, CacheBuilder}, notification::RemovalCause, policy::EvictionPolicy
+    future::{Cache, CacheBuilder},
+    notification::{ListenerFuture, RemovalCause},
+    policy::EvictionPolicy,
 };
 use serde::{de::DeserializeOwned, Deserialize, Serialize};
 
@@ -18,46 +20,57 @@ pub struct CacheAccount {
 
 pub struct ServerCache<S, D> {
     pub cache: Cache<S, D>,
+    pub cache_type: Arc<String>,
 }
 
-impl<S, D> Default for ServerCache<S, D>
-where
-    S: std::hash::Hash + Eq + Debug + ToString + Send + Sync + 'static,
-    D: Debug + Send + Sync + Clone + Serialize + DeserializeOwned + 'static,
-{
-    fn default() -> Self {
-        ServerCache {
-            cache: CacheBuilder::new(20480)
-            .name("login_cache")
-            .eviction_policy(EvictionPolicy::lru())
-            .time_to_live(Duration::from_secs(config!().jwt.expires as u64))
-            .async_eviction_listener(|key: Arc<S>, value: D, cause| Box::pin(async move {
-                tracing::info!(
-                    "内存缓存数据移除 key: {:?}, value: {:?}, cause: {:?}",
-                    key,
-                    value,
-                    cause
-                );
-                if cause != RemovalCause::Replaced {
-                    RedisCache {
-                        cache_type: std::any::type_name::<D>().to_string(),
-                        cache_key: key.to_string(),
-                        ..Default::default()
-                    }.remove().await;
-                }
-            }))
-            .build(),
-        }
-    }
-}
+type CacheEvictionListener<D> = Box<dyn Fn(Arc<String>, D, RemovalCause) -> ListenerFuture + Send + Sync + 'static>;
 
 impl<D> ServerCache<String, D>
 where
     D: Debug + Send + Sync + Clone + Serialize + DeserializeOwned + 'static,
 {
+    fn default(cache_type: &str) -> Self {
+        let cache_type = Arc::new(cache_type.to_string());
+        let cache_type_raw = cache_type.clone();
+        let cache_eviction_listener: CacheEvictionListener<D> =
+            Box::new(move |key: Arc<String>, value: D, cause: RemovalCause| {
+                Box::pin({
+                    let catch_type: Arc<String> = cache_type_raw.clone();
+                    async move {
+                        tracing::info!(
+                            "内存缓存数据移除 key: {:?}, value: {:?}, cause: {:?}",
+                            key,
+                            value,
+                            cause
+                        );
+                        // 如果缓存数据不是过期或被替换，则从redis中同步删除缓存数据
+                        if cause != RemovalCause::Expired && cause != RemovalCause::Replaced {
+                            RedisCache {
+                                cache_type: catch_type,
+                                cache_key: key.to_string(),
+                                ..Default::default()
+                            }
+                            .remove()
+                            .await;
+                        }
+                    }
+                })
+            });
+        let cache = CacheBuilder::new(20480)
+            .name("login_cache")
+            .eviction_policy(EvictionPolicy::lru())
+            .time_to_live(Duration::from_secs(config!().jwt.expires as u64))
+            .async_eviction_listener(cache_eviction_listener)
+            .build();
+        ServerCache {
+            cache,
+            cache_type,
+        }
+    }
+
+    /// 初始化缓存，从redis中读取缓存数据
     pub async fn init(&self) {
-        let cache_type = std::any::type_name::<D>().to_string();
-        let cache_datas = RedisCache::get(cache_type).await;
+        let cache_datas = RedisCache::get(self.cache_type.clone()).await;
         for element in cache_datas {
             let cache_key = element.cache_key.clone();
             let data_json = element.data;
@@ -66,13 +79,15 @@ where
         }
     }
 
+    /// 添加内存缓存
     async fn add_cache(&self, key: String, value: D) {
         self.cache.insert(key, value).await;
     }
 
+    /// 添加缓存，包括内存缓存和redis缓存
     pub async fn insert(&self, key: String, value: D) {
-        let cache_data = RedisCache{
-            cache_type: std::any::type_name::<D>().to_string(), 
+        let cache_data = RedisCache {
+            cache_type: self.cache_type.clone(),
             data: serde_json::to_string(&value).unwrap(),
             cache_key: key.to_string(),
             ..Default::default()
@@ -81,33 +96,52 @@ where
         self.cache.insert(key, value).await;
     }
 
+    /// 从内存获取缓存
     pub async fn get(&self, key: &str) -> Option<D> {
         self.cache.get(key).await
     }
 
+    /// 从内存移除缓存
     pub async fn remove(&self, key: &str) {
+        let cache_data = RedisCache {
+            cache_type: self.cache_type.clone(),
+            cache_key: key.to_string(),
+            ..Default::default()
+        };
+        cache_data.remove().await;
         self.cache.remove(key).await;
     }
 }
 
+/// Redis缓存封装
 #[derive(Debug, Clone, Default)]
 struct RedisCache {
-    pub cache_type: String,
+    pub cache_type: Arc<String>,
     pub cache_key: String,
     pub data: String,
 }
 
 impl RedisCache {
+    /// 向redis缓存Hash中插入数据
     pub async fn insert(&self) {
-        match REDIS_CONN.hset(&self.cache_type, &self.cache_key, &self.data).await {
-            Ok(_) => {},
+        match REDIS_CONN
+            .hset_ex(
+                &self.cache_type,
+                &self.cache_key,
+                &self.data,
+                config!().jwt.expires,
+            )
+            .await
+        {
+            Ok(_) => {}
             Err(err) => {
-                tracing::error!("向缓存Set插入数据失败: {:?}", err);
+                tracing::error!("向缓存Hash插入数据失败: {:?}", err);
             }
         }
     }
 
-    pub async fn get(cache_type: String) -> Vec<RedisCache> {
+    /// 从redis缓存Hash中获取数据
+    pub async fn get(cache_type: Arc<String>) -> Vec<RedisCache> {
         let mut result = Vec::new();
         match REDIS_CONN.hgetall(&cache_type).await {
             Ok(cache_datas) => {
@@ -119,130 +153,32 @@ impl RedisCache {
                     };
                     result.push(cache_data);
                 }
-            },
+            }
             Err(err) => {
-                tracing::error!("从缓存Set获取数据失败: {:?}", err);
-            },
+                tracing::error!("从缓存Hash获取数据失败: {:?}", err);
+            }
         }
-        
+
         result
     }
 
+    /// 从redis缓存Hash中删除数据
     pub async fn remove(&self) {
         match REDIS_CONN.hdel(&self.cache_type, &self.cache_key).await {
-            Ok(_) => {},
+            Ok(_) => {
+                tracing::info!("从缓存Hash删除数据成功");
+            }
             Err(err) => {
-                tracing::error!("从缓存Set删除数据失败: {:?}", err);
+                tracing::error!("从缓存Hash删除数据失败: {:?}", err);
             }
         }
     }
 }
 
-// impl CacheData {
-//     /// 向缓存数据表中插入数据
-//     /// 
-//     /// 先判断数据是否存在，若已经存在，则删除
-//     /// 
-//     /// 然后保存新的缓存数据
-//     pub async fn insert(&self) {
-//         let mut transaction = db!().begin().await.unwrap();
-//         let exist_cache_data = match sqlx::query_as!(
-//             CacheData, 
-//             r#"select * from cache_data where cache_key = $1"#, 
-//             self.cache_key
-//         ).fetch_all(&mut *transaction).await {
-//             Ok(data) => data,
-//             Err(err) => {
-//                 tracing::error!("从数据库获取缓存数据失败: {:?}", err);
-//                 tracing::error!("{}", err);
-//                 Vec::new()
-//             }
-//         };
-//         for ele in exist_cache_data {
-//             match sqlx::query!(
-//                 r#"
-//                     delete from cache_data where id = $1
-//                 "#,
-//                 ele.id
-//             )
-//             .execute(&mut *transaction)
-//             .await {
-//                 Ok(_) => {},
-//                 Err(err) => {
-//                     tracing::error!("从数据库删除缓存数据失败: {:?}", err);
-//                     tracing::error!("{}", err);
-//                     transaction.rollback().await.unwrap();
-//                     return ;
-//                 }
-//             }
-//         }
-
-//         match sqlx::query!(
-//             r#"
-//                 insert into cache_data (cache_type, cache_key, data)
-//                 values ($1, $2, $3)
-//             "#,
-//             self.cache_type,
-//             self.cache_key,
-//             self.data
-//         )
-//         .execute(&mut *transaction)
-//         .await
-//         {
-//             Ok(_) => transaction.commit().await.unwrap(),
-//             Err(err) => {
-//                 tracing::error!("向数据库插入缓存数据失败: {:?}", err);
-//                 transaction.rollback().await.unwrap()
-//             },
-//         }
-//     }
-
-//     pub async fn get(cache_type: String) -> Vec<CacheData> {
-//         let mut cache_data = Vec::new();
-//         match sqlx::query_as!(
-//             CacheData,
-//             r#"
-//                 select id, cache_type, cache_key, data from cache_data where cache_type = $1
-//             "#,
-//             cache_type
-//         )
-//         .fetch_all(db!())
-//         .await
-//         {
-//             Ok(data) => {
-//                 cache_data = data;
-//             }
-//             Err(err) => {
-//                 tracing::error!("从数据库获取缓存数据失败: {:?}", err);
-//                 tracing::error!("{}", err);
-//             }
-//         }
-//         cache_data
-//      }
-
-//      pub async fn remove(cache_key: String) {
-//         match sqlx::query!(
-//             r#"
-//                 delete from cache_data where cache_key = $1
-//             "#,
-//             cache_key
-//         )
-//         .execute(db!())
-//         .await
-//         {
-//             Ok(_) => {},
-//             Err(err) => {
-//                 tracing::error!("从数据库删除缓存数据失败: {:?}", err);
-//                 tracing::error!("{}", err);
-//             }
-//         }
-//      }
-// }
-
 pub async fn init_cache() {
     LOGIN_ACCOUNT_CACHE.init().await;
 }
 
 lazy_static! {
-    pub static ref LOGIN_ACCOUNT_CACHE: ServerCache<String, Arc<CacheAccount>> = ServerCache::default();
+    pub static ref LOGIN_ACCOUNT_CACHE: ServerCache<String, Arc<CacheAccount>> = ServerCache::default("CACHE_ACCOUNT");
 }
diff --git a/library/src/core/redis.rs b/library/src/core/redis.rs
index d6b5642..2d4930b 100644
--- a/library/src/core/redis.rs
+++ b/library/src/core/redis.rs
@@ -1,6 +1,6 @@
 use deadpool_redis::{Config, Connection, Pool};
 use lazy_static::lazy_static;
-use redis::Cmd;
+use redis::{Cmd, ExpireOption};
 
 use crate::{config, model::response::{ResErr, ResResult}};
 
@@ -75,6 +75,25 @@ impl RedisConnManager {
         }
     }
 
+    pub async fn hset_ex(&self, key: &str, field: &str, value: &str, expire: i64) -> ResResult<()> {
+        let mut conn = self.get_conn().await.unwrap();
+        match Cmd::hset(key, field, value).query_async::<i64>(&mut conn).await {
+            Ok(_) => {
+                match Cmd::hexpire(key, expire, ExpireOption::NONE, field).query_async::<Vec<i64>>(&mut conn).await {
+                    Ok(_) => Ok(()),
+                    Err(err) => {
+                        tracing::error!("redis hexpire key:{} field:{} value:{} error:{}", key, field, value, err);
+                        Err(ResErr::service("redis 执行 hexpire 命令失败"))
+                    },
+                }
+            },
+            Err(err) => {
+                tracing::error!("redis hset key:{} field:{} value:{} error:{}", key, field, value, err);
+                Err(ResErr::service("redis 执行 hset 命令失败"))
+            },
+        }
+    }
+
     pub async fn hget(&self, key: &str, field: &str) -> ResResult<String> {
         let mut conn = self.get_conn().await.unwrap();
         match Cmd::hget(key, field).query_async::<String>(&mut conn).await {