diff --git a/include/measurementDataManager.h b/include/measurementDataManager.h
index 7949e57..3945e3a 100644
--- a/include/measurementDataManager.h
+++ b/include/measurementDataManager.h
@@ -5,6 +5,7 @@
 #include <QObject>
 #include <QHash>
 #include <QUrl>
+#include <QTimer>
 
 class QSettings;
 class QNetworkAccessManager;
@@ -27,6 +28,7 @@ public:
 private slots:
     void onReceiveRealtimeData(const QString& dataMsg);
     void onHistoricalRequestFinished(const QString& dataID, QNetworkReply* reply);
+    void cleanUpDataCache();
 
 private:
     struct RealtimeConfig
@@ -95,6 +97,8 @@ private:
 
     //数据缓存
     QHash<QString, QSharedPointer<MeasurementData>> m_dataCache;
+    QTimer m_dataCleanupTimer;
+    int m_dataCleanupInterval;
 
     //请求记录
     QHash<QString, QSet<QObject*>> m_dataRequesetRecord;
diff --git a/include/measurementDataUtils.h b/include/measurementDataUtils.h
index 4c4e1d6..3ed255f 100644
--- a/include/measurementDataUtils.h
+++ b/include/measurementDataUtils.h
@@ -49,7 +49,7 @@ public:
 
 private:
     QString m_id;
-    QSet<qint64> m_timestamps; //用于快速查找是否存在改时间戳的数据
+    QSet<qint64> m_timestamps; //用于快速查找是否存在该时间戳的数据
     QMap<qint64, double> m_data; //按时间戳对数据点进行排序
     qint64 m_latestTimestamp;
 };
diff --git a/source/measurementDataManager.cpp b/source/measurementDataManager.cpp
index 6290f71..90e6e17 100644
--- a/source/measurementDataManager.cpp
+++ b/source/measurementDataManager.cpp
@@ -55,6 +55,11 @@ void MeasurementDataManager::initialize()
         m_isVaildSettingsFile = false;
         LOG_ERROR("ReadSettingInfo", "load measurementDataService_config.ini failed");
     }
+
+    //开启缓存数据的定期清理
+    m_dataCleanupInterval = 10 * 1000;
+    m_dataCleanupTimer.setInterval(m_dataCleanupInterval);
+    connect(&m_dataCleanupTimer, &QTimer::timeout, this, &MeasurementDataManager::cleanUpDataCache);
 }
 
 void MeasurementDataManager::buildSubscriptionRequest(const QString& action, const QStringList& measurements)
@@ -464,3 +469,12 @@ void MeasurementDataManager::onHistoricalRequestFinished(const QString& dataID,
 
     reply->deleteLater();
 }
+
+void MeasurementDataManager::cleanUpDataCache()
+{
+    qint64 cleanupTimestame = QDateTime::currentMSecsSinceEpoch() - (m_dataCleanupInterval * 1000);
+    for(auto measurementData : std::as_const(m_dataCache))
+    {
+        measurementData->cleanupOldData(cleanupTimestame);
+    }
+}