diff --git a/bundles/org.palladiosimulator.envdyn.api/src/org/palladiosimulator/envdyn/api/entity/bn/BayesianNetwork.java b/bundles/org.palladiosimulator.envdyn.api/src/org/palladiosimulator/envdyn/api/entity/bn/BayesianNetwork.java
index 4e6f276..175a7b8 100644
--- a/bundles/org.palladiosimulator.envdyn.api/src/org/palladiosimulator/envdyn/api/entity/bn/BayesianNetwork.java
+++ b/bundles/org.palladiosimulator.envdyn.api/src/org/palladiosimulator/envdyn/api/entity/bn/BayesianNetwork.java
@@ -28,6 +28,7 @@
 import tools.mdsd.probdist.api.entity.Value;
 import tools.mdsd.probdist.api.factory.IProbabilityDistributionFactory;
 import tools.mdsd.probdist.api.factory.ProbabilityCalculator;
+import tools.mdsd.probdist.api.random.ISeedProvider;
 import tools.mdsd.probdist.distributionfunction.Domain;
 import tools.mdsd.probdist.distributionfunction.ProbabilityDistribution;
 import tools.mdsd.probdist.distributiontype.ProbabilityDistributionSkeleton;
@@ -161,7 +162,7 @@ public Double probability(List<InputValue<I>> inputs) {
     }
 
     @Override
-    public void init(int seed) {
+    public void init(ISeedProvider seedProvider) {
         if (initialized) {
             return;
         }
@@ -170,7 +171,7 @@ public void init(int seed) {
         for (LocalProbabilisticNetwork eachLocal : groundNetwork.getLocalProbabilisticModels()) {
             for (GroundRandomVariable eachVariable : eachLocal.getGroundRandomVariables()) {
                 ProbabilityDistributionFunction<I> pdf = probModelHandler.getPDF(eachVariable);
-                pdf.init(seed);
+                pdf.init(seedProvider);
             }
         }
     }
diff --git a/bundles/org.palladiosimulator.envdyn.api/src/org/palladiosimulator/envdyn/api/entity/bn/DynamicBayesianNetwork.java b/bundles/org.palladiosimulator.envdyn.api/src/org/palladiosimulator/envdyn/api/entity/bn/DynamicBayesianNetwork.java
index 363c580..6405f5d 100644
--- a/bundles/org.palladiosimulator.envdyn.api/src/org/palladiosimulator/envdyn/api/entity/bn/DynamicBayesianNetwork.java
+++ b/bundles/org.palladiosimulator.envdyn.api/src/org/palladiosimulator/envdyn/api/entity/bn/DynamicBayesianNetwork.java
@@ -31,6 +31,7 @@
 import tools.mdsd.probdist.api.entity.ProbabilityDistributionFunction;
 import tools.mdsd.probdist.api.entity.Value;
 import tools.mdsd.probdist.api.factory.IProbabilityDistributionFactory;
+import tools.mdsd.probdist.api.random.ISeedProvider;
 import tools.mdsd.probdist.distributionfunction.Domain;
 import tools.mdsd.probdist.distributionfunction.ProbabilityDistribution;
 import tools.mdsd.probdist.distributiontype.ProbabilityDistributionSkeleton;
@@ -213,20 +214,20 @@ public Double probability(Trajectory<I> value) {
     }
 
     @Override
-    public void init(int seed) {
+    public void init(ISeedProvider seedProvider) {
         if (initialized) {
             throw new RuntimeException("already initialized");
         }
         initialized = true;
 
-        initialDistribution.init(seed);
+        initialDistribution.init(seedProvider);
         for (InterTimeSliceInduction each : dynBehaviourQuery.getInterTimeSliceInductions()) {
             ConditionableProbabilityDistribution<I> localCPD = probHandler.getCPD(each.getAppliedGroundVariable());
-            localCPD.init(seed);
+            localCPD.init(seedProvider);
         }
         for (IntraTimeSliceInduction each : dynBehaviourQuery.getIntraTimeSliceInductions()) {
             ConditionableProbabilityDistribution<I> localCPD = getCPDFromInitial(each, conditionals);
-            localCPD.init(seed);
+            localCPD.init(seedProvider);
         }
     }
 
diff --git a/tests/org.palladiosimulator.envdyn.api.tests/src/org/palladiosimulator/envdyn/api/tests/bn/BayesianModelTest.java b/tests/org.palladiosimulator.envdyn.api.tests/src/org/palladiosimulator/envdyn/api/tests/bn/BayesianModelTest.java
index 8b07de4..02105dd 100644
--- a/tests/org.palladiosimulator.envdyn.api.tests/src/org/palladiosimulator/envdyn/api/tests/bn/BayesianModelTest.java
+++ b/tests/org.palladiosimulator.envdyn.api.tests/src/org/palladiosimulator/envdyn/api/tests/bn/BayesianModelTest.java
@@ -15,6 +15,7 @@
 import tools.mdsd.probdist.api.factory.ProbabilityDistributionFactory;
 import tools.mdsd.probdist.api.parser.DefaultParameterParser;
 import tools.mdsd.probdist.api.parser.ParameterParser;
+import tools.mdsd.probdist.api.random.NoSeedProvider;
 import tools.mdsd.probdist.distributiontype.ProbabilityDistributionRepository;
 
 public class BayesianModelTest {
@@ -40,7 +41,7 @@ public static void setUpModels() {
         IProbabilityDistributionRepositoryLookup probDistRepoLookup = new ProbabilityDistributionRepositoryLookup(
                 distTypes);
 
-        defaultProbabilityDistributionFactory = new ProbabilityDistributionFactory();
+        defaultProbabilityDistributionFactory = new ProbabilityDistributionFactory(new NoSeedProvider());
         IProbabilityDistributionRegistry<CategoricalValue> probabilityDistributionRegistry = defaultProbabilityDistributionFactory;
         ParameterParser parameterParser = new DefaultParameterParser();
         probabilityDistributionRegistry