diff --git a/java/com.sap.sailing.windestimation.lab/src/com/sap/sailing/windestimation/ExportedModelsGenerator.java b/java/com.sap.sailing.windestimation.lab/src/com/sap/sailing/windestimation/ExportedModelsGenerator.java
new file mode 100644
index 00000000000..9b3d0f5621f
--- /dev/null
+++ b/java/com.sap.sailing.windestimation.lab/src/com/sap/sailing/windestimation/ExportedModelsGenerator.java
@@ -0,0 +1,49 @@
+package com.sap.sailing.windestimation;
+
+import java.io.File;
+import java.io.FileNotFoundException;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.ObjectOutputStream;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+
+import com.sap.sailing.windestimation.integration.ExportedModels;
+import com.sap.sailing.windestimation.model.store.FileSystemModelStoreImpl;
+import com.sap.sailing.windestimation.model.store.ModelDomainType;
+import com.sap.sailing.windestimation.model.store.ModelStore;
+import com.sap.sailing.windestimation.util.LoggingUtil;
+
+public class ExportedModelsGenerator {
+
+    private static final File file = new File("windEstimationModels.dat");
+
+    public static void main(String[] args) throws FileNotFoundException, IOException {
+        ModelStore modelStore = new FileSystemModelStoreImpl("trained_wind_estimation_models");
+        // RegularManeuversForEstimationPersistenceManager persistenceManager = new
+        // RegularManeuversForEstimationPersistenceManager();
+        // ModelStore modelStore = new MongoDbModelStoreImpl(persistenceManager.getDb());
+        LoggingUtil.logInfo("Generation a single file with all trained models started");
+        ExportedModels exportedModels = new ExportedModels();
+        List<ModelDomainType> nonEmptyDomainTypes = new ArrayList<>();
+        for (ModelDomainType domainType : ModelDomainType.values()) {
+            LoggingUtil.logInfo("Started serialization of models belonging to domain type " + domainType);
+            Map<String, byte[]> exportedModelsForDomainType = modelStore.exportAllPersistedModels(domainType);
+            if (!exportedModelsForDomainType.isEmpty()) {
+                exportedModels.addSerializedModelsForDomainType(domainType, exportedModelsForDomainType);
+                LoggingUtil.logInfo("Finished serialization of " + exportedModelsForDomainType.size()
+                        + " models belonging to domain type " + domainType);
+                nonEmptyDomainTypes.add(domainType);
+            }
+        }
+        LoggingUtil.logInfo("Serializing the exported models and writing it into a single file");
+        try (ObjectOutputStream oos = new ObjectOutputStream(new FileOutputStream(file))) {
+            oos.writeObject(exportedModels);
+        }
+        LoggingUtil.logInfo("Models have been generated");
+        LoggingUtil.logInfo("The following domain types were considered: " + nonEmptyDomainTypes);
+        LoggingUtil.logInfo("File with all exported models was persisted in: " + file.getAbsolutePath());
+    }
+
+}