diff --git a/core/include/Data/SqpRange.h b/core/include/Data/SqpRange.h
index fd7b344..9fb5cc3 100644
--- a/core/include/Data/SqpRange.h
+++ b/core/include/Data/SqpRange.h
@@ -14,6 +14,14 @@
  * @brief The SqpRange struct holds the information of time parameters
  */
 struct SqpRange {
+    /// Creates SqpRange from dates and times
+    static SqpRange fromDateTime(const QDate &startDate, const QTime &startTime,
+                                 const QDate &endDate, const QTime &endTime)
+    {
+        return {DateUtils::secondsSinceEpoch(QDateTime{startDate, startTime}),
+                DateUtils::secondsSinceEpoch(QDateTime{endDate, endTime})};
+    }
+
     /// Start time (UTC)
     double m_TStart;
     /// End time (UTC)
diff --git a/plugins/amda/tests/FuzzingDefs.cpp b/plugins/amda/tests/FuzzingDefs.cpp
index e6fba1a..71e863f 100644
--- a/plugins/amda/tests/FuzzingDefs.cpp
+++ b/plugins/amda/tests/FuzzingDefs.cpp
@@ -3,5 +3,6 @@
 const QString NB_MAX_OPERATIONS_PROPERTY = QStringLiteral("component");
 const QString NB_MAX_VARIABLES_PROPERTY = QStringLiteral("nbMaxVariables");
 const QString AVAILABLE_OPERATIONS_PROPERTY = QStringLiteral("availableOperations");
+const QString MAX_RANGE_PROPERTY = QStringLiteral("maxRange");
 const QString METADATA_POOL_PROPERTY = QStringLiteral("metadataPool");
 const QString PROVIDER_PROPERTY = QStringLiteral("provider");
diff --git a/plugins/amda/tests/FuzzingDefs.h b/plugins/amda/tests/FuzzingDefs.h
index 713bde7..8d6f092 100644
--- a/plugins/amda/tests/FuzzingDefs.h
+++ b/plugins/amda/tests/FuzzingDefs.h
@@ -26,6 +26,9 @@ extern const QString NB_MAX_VARIABLES_PROPERTY;
 /// Set of operations available for the test
 extern const QString AVAILABLE_OPERATIONS_PROPERTY;
 
+/// Max range that an operation can reach
+extern const QString MAX_RANGE_PROPERTY;
+
 /// Set of metadata that can be associated to a variable
 extern const QString METADATA_POOL_PROPERTY;
 
diff --git a/plugins/amda/tests/TestAmdaFuzzing.cpp b/plugins/amda/tests/TestAmdaFuzzing.cpp
index b128eda..81af044 100644
--- a/plugins/amda/tests/TestAmdaFuzzing.cpp
+++ b/plugins/amda/tests/TestAmdaFuzzing.cpp
@@ -38,6 +38,7 @@ const auto NB_MAX_OPERATIONS_DEFAULT_VALUE = 100;
 const auto NB_MAX_VARIABLES_DEFAULT_VALUE = 1;
 const auto AVAILABLE_OPERATIONS_DEFAULT_VALUE
     = QVariant::fromValue(OperationsTypes{FuzzingOperationType::CREATE});
+
 // /////// //
 // Methods //
 // /////// //
@@ -186,6 +187,25 @@ void TestAmdaFuzzing::testFuzzing()
     auto &variableController = sqpApp->variableController();
     auto &timeController = sqpApp->timeController();
 
+    // Generates random initial range (bounded to max range)
+    auto maxRange = properties.value(MAX_RANGE_PROPERTY, QVariant::fromValue(INVALID_RANGE))
+                        .value<SqpRange>();
+
+    QVERIFY(maxRange != INVALID_RANGE);
+
+    auto initialRangeStart
+        = RandomGenerator::instance().generateDouble(maxRange.m_TStart, maxRange.m_TEnd);
+    auto initialRangeEnd
+        = RandomGenerator::instance().generateDouble(maxRange.m_TStart, maxRange.m_TEnd);
+    if (initialRangeStart > initialRangeEnd) {
+        std::swap(initialRangeStart, initialRangeEnd);
+    }
+
+    // Sets initial range on time controller
+    SqpRange initialRange{initialRangeStart, initialRangeEnd};
+    qCInfo(LOG_TestAmdaFuzzing()) << "Setting initial range to" << initialRange << "...";
+    timeController.onTimeToUpdate(initialRange);
+
     FuzzingTest test{variableController, properties};
     test.execute();
 }