diff --git a/validation/pilot5/pilot5_electric_vehicle_data.shacl.ttl b/validation/pilot5/pilot5_electric_vehicle_data.shacl.ttl
new file mode 100644
index 0000000000000000000000000000000000000000..e2a202392b5c844523b8860f3320a75d0916bcd8
--- /dev/null
+++ b/validation/pilot5/pilot5_electric_vehicle_data.shacl.ttl
@@ -0,0 +1,221 @@
+@prefix brick: <https://brickschema.org/schema/1.1/Brick#> .
+@prefix cdt: <http://w3id.org/lindt/custom_datatypes#> .
+@prefix plt: <https://w3id.org/platoon/> .
+@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
+@prefix seas: <https://w3id.org/seas/> .
+@prefix time: <http://www.w3.org/2006/time#> .
+@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
+@prefix saref4bldg: <https://saref.etsi.org/saref4bldg/> .
+@prefix ener-prop: <https://w3id.org/enershare/property/> .
+@prefix ener-play: <https://w3id.org/enershare/player/> .
+@prefix geo: <http://www.w3.org/2003/01/geo/wgs84_pos#> .
+@prefix foaf: <http://xmlns.com/foaf/spec/> .
+@prefix sch: <https://schema.org/> .
+@prefix vsso: <https://www.w3.org/Submission/vsso/#> .
+@prefix ener: <https://enershare.eu/shapes/p1#> .
+@prefix sh:    <http://www.w3.org/ns/shacl#> .
+@prefix rdf:   <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
+
+
+ener:ElectricVehicleShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path rdfs:label ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:datatype xsd:string ;
+    ] ;
+    sh:property [
+        sh:path sch:brand ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:property [
+        sh:path sch:model ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:property [
+        sh:path seas:connectsAt ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:property [
+        sh:path ener-prop:hasAutonomy ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:property [
+        sh:path ener-prop:hasTravelledDistance ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:targetClass seas:ElectricVehicle .
+
+ener:ElectricVehicleCountShape
+    a sh:NodeShape ;
+    sh:targetNode seas:ElectricVehicle ;
+    sh:property [
+        sh:path [ sh:inversePath rdf:type ] ;
+        sh:minCount 1 ;
+    ] .
+
+ener:TimeShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path time:inXSDDateTime ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:datatype xsd:string ;
+    ] ;
+    sh:targetClass time:Instant .
+
+ener:BrandShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path sch:name ;
+        sh:minCount 1 ;
+        sh:datatype xsd:string ;
+    ] ;
+    sh:targetClass sch:Brand .
+
+ener:ModelShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path sch:name ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:datatype xsd:string ;
+    ] ;
+    sh:targetClass sch:ProductModel .
+
+
+ener:ElectricalConnectionPointShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path rdfs:label ;
+        sh:minCount 1 ;
+        sh:datatype xsd:string ;
+    ] ;
+    sh:targetClass seas:ElectricalConnectionPoint, seas:T2ConnectionPoint .
+
+ener:LengthPropertyShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path seas:evaluation ;
+        sh:minCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:targetClass seas:LengthProperty .
+
+ener:LengthEvaluationShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path seas:evaluatedSimpleValue ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:datatype cdt:length ;
+    ] ;
+    sh:property [
+        sh:path seas:hasTemporalContext ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:targetClass seas:LengthEvaluation .
+
+ener:BatteryShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path seas:subSystemOf ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:property [
+        sh:path plt:hasNominalPower ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:property [
+        sh:path seas:stateOfChargeRatio ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:property [
+        sh:path plt:hasStorageNominalCapacity ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:targetClass seas:Battery .
+
+ener:ElectricPowerPropertyShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path seas:evaluation ;
+        sh:minCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:targetClass seas:ElectricPowerProperty .
+
+ener:ElectricPowerEvaluationShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path seas:evaluatedSimpleValue ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:datatype cdt:power ;
+    ] ;
+    sh:targetClass seas:ElectricPowerEvaluation .
+
+ener:PercentagePropertyShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path seas:evaluation ;
+        sh:minCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:targetClass seas:PercentageProperty .
+
+ener:PercentageEvaluationShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path seas:evaluatedSimpleValue ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:datatype cdt:dimensionless ;
+    ] ;
+    sh:property [
+        sh:path seas:hasTemporalContext ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:targetClass plt:PercentageEvaluation .
+
+ener:StorageNominalCapacityPropertyShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path seas:evaluation ;
+        sh:minCount 1 ;
+        sh:nodeKind sh:IRI ;
+    ] ;
+    sh:targetClass plt:StorageNominalCapacityProperty .
+
+ener:StorageNominalCapacityEvaluationShape
+    a sh:NodeShape ;
+    sh:property [
+        sh:path seas:evaluatedSimpleValue ;
+        sh:minCount 1 ;
+        sh:maxCount 1 ;
+        sh:datatype cdt:energy ;
+    ] ;
+    sh:targetClass plt:StorageNominalCapacityEvaluation .