diff --git a/src/main/java/lu/jpt/csparqlproject/rentacar/RentACarSimulation.java b/src/main/java/lu/jpt/csparqlproject/rentacar/RentACarSimulation.java
index 2052a8c..7136a61 100644
--- a/src/main/java/lu/jpt/csparqlproject/rentacar/RentACarSimulation.java
+++ b/src/main/java/lu/jpt/csparqlproject/rentacar/RentACarSimulation.java
@@ -8,6 +8,8 @@ import org.slf4j.LoggerFactory;
 
 import eu.larkc.csparql.cep.api.RdfQuadruple;
 import eu.larkc.csparql.cep.api.RdfStream;
+import eu.larkc.csparql.common.utils.CsparqlUtils;
+import eu.larkc.csparql.common.utils.ReasonerChainingType;
 import lu.jpt.csparqlproject.Main;
 import lu.jpt.csparqlproject.misc.QueryContainer;
 import lu.jpt.csparqlproject.util.WindowLoggingRdfStream;
@@ -147,6 +149,18 @@ public class RentACarSimulation implements Runnable {
 	}
 	
 	
+	private static void setUpReasoningOnQueryContainer(QueryContainer queryContainer) {
+		try {
+			queryContainer.enableReasoning(
+				CsparqlUtils.fileToString("data/rdfs.rules"),
+				CsparqlUtils.serializeRDFFile("data/carSimulationTBox.rdf"),
+				ReasonerChainingType.HYBRID
+			);
+		} catch (Exception e) {
+			RentACarSimulation.logger.error(e.getMessage());
+		}
+	}
+
 	public static QueryContainer getEventsQuery() {
 		String query = "REGISTER QUERY getCarStatusEvents AS "
 				+ "PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> "
@@ -238,6 +252,7 @@ public class RentACarSimulation implements Runnable {
 				+ " }"
 				+ "} ";
 		QueryContainer queryContainer = new QueryContainer("getAverageSpeedByCar", query, true);
+		RentACarSimulation.setUpReasoningOnQueryContainer(queryContainer);
 		return queryContainer;
 	}