diff --git a/src/storm-dft/simulator/DFTTraceSimulator.cpp b/src/storm-dft/simulator/DFTTraceSimulator.cpp
index 11f49c588..9172e76ad 100644
--- a/src/storm-dft/simulator/DFTTraceSimulator.cpp
+++ b/src/storm-dft/simulator/DFTTraceSimulator.cpp
@@ -85,25 +85,24 @@ namespace storm {
             }
 
             template<typename ValueType>
-            double DFTTraceSimulator<ValueType>::randomStep() {
+            std::pair<SimulationResult, double> DFTTraceSimulator<ValueType>::randomStep() {
                 auto retTuple = this->randomNextFailure();
                 storm::dft::storage::FailableElements::const_iterator nextFailable = std::get<0>(retTuple);
                 double time = std::get<1>(retTuple);
                 bool successful = std::get<2>(retTuple);
-                //double time = pairNextFailure.second;
                 if (time < 0) {
-                    return -1;
+                    return std::make_pair(SimulationResult::UNSUCCESSFUL, -1);
                 } else {
                     // Apply next failure
-                    bool res = step(nextFailable, successful);
-                    return res ? time : -1;
+                    return std::make_pair(step(nextFailable, successful), time);
                 }
             }
 
             template<typename ValueType>
-            bool DFTTraceSimulator<ValueType>::step(storm::dft::storage::FailableElements::const_iterator nextFailElement, bool dependencySuccessful) {
+            SimulationResult DFTTraceSimulator<ValueType>::step(storm::dft::storage::FailableElements::const_iterator nextFailElement, bool dependencySuccessful) {
                 if (nextFailElement == state->getFailableElements().end()) {
-                    return false;
+                    // No next failure possible
+                    return SimulationResult::UNSUCCESSFUL;
                 }
 
                 auto nextBEPair = nextFailElement.getFailBE(dft);
@@ -111,40 +110,73 @@ namespace storm {
                 
                 if(newState->isInvalid() || newState->isTransient()) {
                     STORM_LOG_TRACE("Step is invalid because new state " << (newState->isInvalid() ? "it is invalid" : "the transient fault is ignored"));
-                    return false;
+                    return SimulationResult::INVALID;
                 }
 
                 state = newState;
-                return true;
+                return SimulationResult::SUCCESSFUL;
             }
 
             template<typename ValueType>
-            bool DFTTraceSimulator<ValueType>::simulateCompleteTrace(double timebound) {
+            SimulationResult DFTTraceSimulator<ValueType>::simulateCompleteTrace(double timebound) {
                 resetToInitial();
+
+                // Check whether DFT is initially already failed.
+                if (state->hasFailed(dft.getTopLevelIndex())) {
+                    STORM_LOG_TRACE("DFT is initially failed");
+                    return SimulationResult::SUCCESSFUL;
+                }
+
                 double time = 0;
                 while (time <= timebound) {
-                    // Check whether DFT failed within timebound
-                    if (state->hasFailed(dft.getTopLevelIndex())) {
-                        STORM_LOG_TRACE("DFT has failed after " << time);
-                        return true;
+                    // Generate next failure
+                    auto retTuple = randomNextFailure();
+                    storm::dft::storage::FailableElements::const_iterator nextFailable = std::get<0>(retTuple);
+                    double addTime = std::get<1>(retTuple);
+                    bool successfulDependency = std::get<2>(retTuple);
+                    if (addTime < 0) {
+                        // No next state can be reached, because no element can fail anymore.
+                        STORM_LOG_TRACE("No next state possible in state " << dft.getStateString(state) << " because no element can fail anymore");
+                        return SimulationResult::UNSUCCESSFUL;
                     }
 
-                    // Generate next state
-                    double res = randomStep();
+                    // TODO: exit if time would be up after this failure
+                    // This is only correct if no invalid states are possible! (no restrictors and no transient failures)
+
+                    // Apply next failure
+                    auto stepResult = step(nextFailable, successfulDependency);
                     STORM_LOG_TRACE("Current state: " << dft.getStateString(state));
-                    if (res < 0) {
-                        // No next state can be reached
-                        STORM_LOG_TRACE("No next state possible in state " << dft.getStateString(state));
-                        return false;
+
+                    // Check whether state is invalid
+                    if (stepResult != SimulationResult::SUCCESSFUL) {
+                        STORM_LOG_ASSERT(stepResult == SimulationResult::INVALID, "Result of simulation step should be invalid.");
+                        // No next state can be reached, because the state is invalid.
+                        STORM_LOG_TRACE("No next state possible in state " << dft.getStateString(state) << " because simulation was invalid");
+                        STORM_LOG_THROW(false, storm::exceptions::NotSupportedException, "Handling of invalid states is not supported for simulation");
+                        return SimulationResult::INVALID;
+                    }
+
+                    // Check whether time is up
+                    // Checking whether the time is up must be performed after checking if a state is invalid.
+                    // Otherwise we would erroneously mark invalid traces as unsucessful.
+                    time += addTime;
+                    if (time > timebound) {
+                        STORM_LOG_TRACE("Time limit" << timebound << " exceeded: " << time);
+                        return SimulationResult::UNSUCCESSFUL;
+                    }
+
+                    // Check whether DFT is failed
+                    if (state->hasFailed(dft.getTopLevelIndex())) {
+                        STORM_LOG_TRACE("DFT has failed after " << time);
+                        return SimulationResult::SUCCESSFUL;
                     }
-                    time += res;
                 }
-                // Time is up
-                return false;
+                STORM_LOG_ASSERT(false, "Should not be reachable");
+                return SimulationResult::UNSUCCESSFUL;
             }
 
             template<>
-            bool DFTTraceSimulator<storm::RationalFunction>::simulateCompleteTrace(double timebound) {
+            SimulationResult DFTTraceSimulator<storm::RationalFunction>::simulateCompleteTrace(double timebound) {
                 STORM_LOG_THROW(false, storm::exceptions::NotSupportedException, "Simulation not support for parametric DFTs.");
             } 
 
diff --git a/src/storm-dft/simulator/DFTTraceSimulator.h b/src/storm-dft/simulator/DFTTraceSimulator.h
index 6ef4e1ea0..92eecbf5d 100644
--- a/src/storm-dft/simulator/DFTTraceSimulator.h
+++ b/src/storm-dft/simulator/DFTTraceSimulator.h
@@ -10,6 +10,12 @@ namespace storm {
     namespace dft {
         namespace simulator {
 
+            /*!
+             * Simulation result.
+             *
+             */
+            enum class SimulationResult { SUCCESSFUL, UNSUCCESSFUL, INVALID };
+
             /*!
              * Simulator for DFTs.
              * A step in the simulation corresponds to the failure of one BE (either on its own or triggered by a dependency)
@@ -19,6 +25,7 @@ namespace storm {
             template<typename ValueType>
             class DFTTraceSimulator {
                 using DFTStatePointer = std::shared_ptr<storm::storage::DFTState<ValueType>>;
+
             public:
                 /*!
                  * Constructor.
@@ -54,9 +61,9 @@ namespace storm {
                  * @param nextFailElement Iterator giving the next element which should fail.
                  * @param dependencySuccessful Whether the triggering dependency was successful.
                  *              If the dependency is unsuccessful, no BE fails and only the depedendy is marked as failed.
-                 * @return True iff step could be performed successfully.
+                 * @return Successful if step could be performed, unsuccesful if no element can fail or invalid if the next state is invalid (due to a restrictor).
                  */
-                bool step(storm::dft::storage::FailableElements::const_iterator nextFailElement, bool dependencySuccessful = true);
+                SimulationResult step(storm::dft::storage::FailableElements::const_iterator nextFailElement, bool dependencySuccessful = true);
 
                 /*!
                  * Randomly pick an element which fails next (either a BE or a dependency which triggers a BE) and the time after which it fails.
@@ -70,20 +77,22 @@ namespace storm {
                 /*!
                  * Perform a random step by using the random number generator.
                  * 
-                 * @return double The time which progessed between the last step and this step.
-                 *      Returns -1 if no next step could be created.
+                 * @return Pair of the simulation result (successful, unsuccesful, invalid) and the time which progessed between the last step and this step.
                  */
-                double randomStep();
+                std::pair<SimulationResult, double> randomStep();
 
                 /*!
                  * Perform a complete simulation of a failure trace by using the random number generator.
                  * The simulation starts in the initial state and tries to reach a state where the top-level event of the DFT has failed.
                  * If this target state can be reached within the given timebound, the simulation was successful.
+                 * If an invalid state (due to a restrictor) was reached, the simulated trace is invalid.
                  * 
                  * @param timebound Time bound in which the system failure should occur.
-                 * @return True iff a system failure occurred for the generated trace within the time bound.
+                 * @return Simulation result is (1) successful if a system failure occurred for the generated trace within the time bound,
+                 *                              (2) unsuccesfull, if no system failure occurred within the time bound, or
+                 *                              (3) invalid, if an invalid state (due to a restrictor) was reached during the trace generation.
                  */
-                bool simulateCompleteTrace(double timebound);
+                SimulationResult simulateCompleteTrace(double timebound);
 
             protected:
 
diff --git a/src/test/storm-dft/simulator/DftSimulatorTest.cpp b/src/test/storm-dft/simulator/DftSimulatorTest.cpp
index bfb07e3fa..ff34b2880 100644
--- a/src/test/storm-dft/simulator/DftSimulatorTest.cpp
+++ b/src/test/storm-dft/simulator/DftSimulatorTest.cpp
@@ -10,8 +10,8 @@
 
 namespace {
 
-    // Helper function
-    double simulateDft(std::string const& file, double timebound, size_t noRuns) {
+    // Helper functions
+    std::pair<double, double> simulateDft(std::string const& file, double timebound, size_t noRuns) {
         // Load, build and prepare DFT
         storm::transformations::dft::DftTransformator<double> dftTransformator = storm::transformations::dft::DftTransformator<double>();
         std::shared_ptr<storm::storage::DFT<double>> dft = dftTransformator.transformBinaryFDEPs(*(storm::api::loadDFTGalileoFile<double>(file)));
@@ -27,104 +27,162 @@ namespace {
         storm::storage::DFTStateGenerationInfo stateGenerationInfo(dft->buildStateGenerationInfo(symmetries));
         
         // Init random number generator
+        //storm::utility::setLogLevel(l3pp::LogLevel::TRACE);
         boost::mt19937 gen(5u);
         storm::dft::simulator::DFTTraceSimulator<double> simulator(*dft, stateGenerationInfo, gen);
         
-        size_t count = 0;;
-        bool res;
+        size_t count = 0;
+        size_t invalid = 0;
+        storm::dft::simulator::SimulationResult res;
         for (size_t i=0; i<noRuns; ++i) {
             res = simulator.simulateCompleteTrace(timebound);
-            if (res) {
+            if (res == storm::dft::simulator::SimulationResult::SUCCESSFUL) {
                 ++count;
+            } else if (res == storm::dft::simulator::SimulationResult::INVALID) {
+                // Discard invalid traces
+                ++invalid;
             }
         }
+        return std::make_pair(count, invalid);
+    }
+
+    double simulateDftProb(std::string const& file, double timebound, size_t noRuns) {
+        size_t count;
+        size_t invalid;
+        std::tie(count, invalid) = simulateDft(file, timebound, noRuns);
+        EXPECT_EQ(invalid, 0);
         return (double) count / noRuns;
     }
 
     TEST(DftSimulatorTest, AndUnreliability) {
-        double result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/and.dft", 2, 10000);
+        double result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/and.dft", 2, 10000);
         EXPECT_NEAR(result, 0.3995764009, 0.01);
     }
 
     TEST(DftSimulatorTest, OrUnreliability) {
-        double result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/or.dft", 1, 10000);
+        double result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/or.dft", 1, 10000);
         EXPECT_NEAR(result, 0.6321205588, 0.01);
     }
 
     TEST(DftSimulatorTest, VotingUnreliability) {
-        double result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/voting.dft", 1, 10000);
+        double result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/voting.dft", 1, 10000);
         EXPECT_NEAR(result, 0.4511883639, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/voting2.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/voting2.dft", 1, 10000);
         EXPECT_NEAR(result, 0.8173164759, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/voting3.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/voting3.dft", 1, 10000);
         EXPECT_NEAR(result, 0.3496529873, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/voting4.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/voting4.dft", 1, 10000);
         EXPECT_NEAR(result, 0.693568287, 0.01);
     }
 
     TEST(DftSimulatorTest, PandUnreliability) {
-        double result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/pand.dft", 1, 10000);
+        double result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/pand.dft", 1, 10000);
         EXPECT_NEAR(result, 0.03087312562, 0.01);
     }
 
     TEST(DftSimulatorTest, PorUnreliability) {
-        double result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/por.dft", 1, 10000);
+        double result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/por.dft", 1, 10000);
         EXPECT_NEAR(result, 0.2753355179, 0.01);
     }
 
     TEST(DftSimulatorTest, FdepUnreliability) {
-        double result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/fdep.dft", 1, 10000);
+        double result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/fdep.dft", 1, 10000);
         EXPECT_NEAR(result, 0.7768698399, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/fdep2.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/fdep2.dft", 1, 10000);
         EXPECT_NEAR(result, 0.3934693403, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/fdep3.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/fdep3.dft", 1, 10000);
         EXPECT_NEAR(result, 0.329679954, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/fdep4.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/fdep4.dft", 1, 10000);
         EXPECT_NEAR(result, 0.601280086, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/fdep5.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/fdep5.dft", 1, 10000);
         EXPECT_NEAR(result, 0.1548181217, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/fdep6.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/fdep6.dft", 1, 10000);
         EXPECT_NEAR(result, 0.9985116987, 0.01);
     }
 
     TEST(DftSimulatorTest, PdepUnreliability) {
-        double result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/pdep.dft", 1, 10000);
+        double result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/pdep.dft", 1, 10000);
         EXPECT_NEAR(result, 0.2017690905, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/pdep2.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/pdep2.dft", 1, 10000);
         EXPECT_NEAR(result, 0.2401091405, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/pdep3.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/pdep3.dft", 1, 10000);
         EXPECT_NEAR(result, 0.2259856274, 0.01);
-        // Examle pdep4 contains non-determinism which is not handled in simulation
-        //result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/pdep4.dft", 1, 10000);
+        // Example pdep4 contains non-determinism which is not handled in simulation
+        //result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/pdep4.dft", 1, 10000);
         //EXPECT_NEAR(result, 0.008122157897, 0.01);
     }
 
     TEST(DftSimulatorTest, SpareUnreliability) {
-        double result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/spare.dft", 1, 10000);
+        double result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/spare.dft", 1, 10000);
         EXPECT_NEAR(result, 0.1118530638, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/spare2.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/spare2.dft", 1, 10000);
         EXPECT_NEAR(result, 0.2905027469, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/spare3.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/spare3.dft", 1, 10000);
         EXPECT_NEAR(result, 0.4660673246, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/spare4.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/spare4.dft", 1, 10000);
         EXPECT_NEAR(result, 0.01273070783, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/spare5.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/spare5.dft", 1, 10000);
         EXPECT_NEAR(result, 0.2017690905, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/spare6.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/spare6.dft", 1, 10000);
         EXPECT_NEAR(result, 0.4693712702, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/spare7.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/spare7.dft", 1, 10000);
         EXPECT_NEAR(result, 0.06108774525, 0.01);
-        result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/spare8.dft", 1, 10000);
+        result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/spare8.dft", 1, 10000);
         EXPECT_NEAR(result, 0.02686144489, 0.01);
     }
 
+    TEST(DftSimulatorTest, SeqUnreliability) {
+        size_t count;
+        size_t invalid;
+        std::tie(count, invalid) = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/seq.dft", 1, 10000);
+        EXPECT_EQ(invalid, 0);
+        double result = (double) count / 10000;
+        EXPECT_NEAR(result, 0.09020401043, 0.01);
+        std::tie(count, invalid) = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/seq2.dft", 1, 10000);
+        EXPECT_EQ(invalid, 0);
+        result = (double) count / 10000;
+        EXPECT_NEAR(result, 0.01438767797, 0.01);
+        std::tie(count, invalid) = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/seq3.dft", 1, 10000);
+        EXPECT_EQ(invalid, 0);
+        result = (double) count / 10000;
+        EXPECT_NEAR(result, 0.01438767797, 0.01);
+        std::tie(count, invalid) = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/seq4.dft", 1, 10000);
+        EXPECT_EQ(invalid, 0);
+        result = (double) count / 10000;
+        EXPECT_NEAR(result, 0.01438767797, 0.01);
+        std::tie(count, invalid) = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/seq5.dft", 1, 10000);
+        EXPECT_EQ(invalid, 0);
+        result = (double) count / 10000;
+        EXPECT_FLOAT_EQ(result, 0);
+        std::tie(count, invalid) = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/seq6.dft", 1, 10000);
+        EXPECT_EQ(invalid, 0);
+        result = (double) count / 10000;
+        EXPECT_NEAR(result, 2.499875004e-09, 0.01);
+    }
+
+    TEST(DftSimulatorTest, MutexUnreliability) {
+        size_t count;
+        size_t invalid;
+        // Invalid states are currently not supported
+        EXPECT_THROW(simulateDft(STORM_TEST_RESOURCES_DIR "/dft/mutex.dft", 1, 10000), storm::exceptions::NotSupportedException);
+        //EXPECT_GE(invalid, 0);
+        //double result = (double) count / (10000 - invalid);
+        //EXPECT_NEAR(result, 0.8646647168, 0.01);
+        EXPECT_THROW(simulateDft(STORM_TEST_RESOURCES_DIR "/dft/mutex2.dft", 1, 10000), storm::exceptions::NotSupportedException);
+        //EXPECT_EQ(invalid, 10000);
+        //EXPECT_EQ(count, 0);
+        std::tie(count, invalid) = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/mutex3.dft", 1, 10000);
+        EXPECT_EQ(invalid, 0);
+        EXPECT_EQ(count, 0);
+    }
+
     TEST(DftSimulatorTest, SymmetryUnreliability) {
-        double result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/symmetry6.dft", 1, 10000);
+        double result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/symmetry6.dft", 1, 10000);
         EXPECT_NEAR(result, 0.3421934224, 0.01);
     }
 
     TEST(DftSimulatorTest, HecsUnreliability) {
-        double result = simulateDft(STORM_TEST_RESOURCES_DIR "/dft/hecs_2_2.dft", 1, 10000);
+        double result = simulateDftProb(STORM_TEST_RESOURCES_DIR "/dft/hecs_2_2.dft", 1, 10000);
         EXPECT_NEAR(result, 0.00021997582, 0.001);
     }
 
diff --git a/src/test/storm-dft/simulator/DftTraceGeneratorTest.cpp b/src/test/storm-dft/simulator/DftTraceGeneratorTest.cpp
index 5bdc5de3a..7ace25f11 100644
--- a/src/test/storm-dft/simulator/DftTraceGeneratorTest.cpp
+++ b/src/test/storm-dft/simulator/DftTraceGeneratorTest.cpp
@@ -173,8 +173,11 @@ namespace {
         auto state = simulator.getCurrentState();
         EXPECT_FALSE(state->hasFailed(dft->getTopLevelIndex()));
    
+        storm::dft::simulator::SimulationResult res;
+        double timebound;
         // First random step
-        double timebound = simulator.randomStep();
+        std::tie(res, timebound) = simulator.randomStep();
+        EXPECT_EQ(res, storm::dft::simulator::SimulationResult::SUCCESSFUL);
 #if BOOST_VERSION > 106400
         // Older Boost versions yield different value
         EXPECT_FLOAT_EQ(timebound, 0.522079);
@@ -182,7 +185,8 @@ namespace {
         state = simulator.getCurrentState();
         EXPECT_FALSE(state->hasFailed(dft->getTopLevelIndex()));
 
-        timebound = simulator.randomStep();
+        std::tie(res, timebound) = simulator.randomStep();
+        EXPECT_EQ(res, storm::dft::simulator::SimulationResult::SUCCESSFUL);
 #if BOOST_VERSION > 106400
         // Older Boost versions yield different value
         EXPECT_FLOAT_EQ(timebound, 0.9497214);