diff --git a/src/ifcopenshell-python/ifcopenshell/api/root/copy_class.py b/src/ifcopenshell-python/ifcopenshell/api/root/copy_class.py
index 531e34480b..4224bfb95b 100644
--- a/src/ifcopenshell-python/ifcopenshell/api/root/copy_class.py
+++ b/src/ifcopenshell-python/ifcopenshell/api/root/copy_class.py
@@ -78,9 +78,10 @@ class Usecase:
                     if to_element.ObjectPlacement:
                         new_opening.ObjectPlacement.PlacementRelTo = to_element.ObjectPlacement
                 # For now, we do copy opening representations
-                new_opening.Representation = ifcopenshell.util.element.copy_deep(
-                    self.file, opening.Representation
-                )
+                if opening.Representation:
+                    new_opening.Representation = ifcopenshell.util.element.copy_deep(
+                        self.file, opening.Representation
+                    )
             elif inverse.is_a("IfcRelFillsElement"):
                 continue
             elif inverse.is_a("IfcRelConnectsPathElements"):
diff --git a/src/ifcopenshell-python/ifcopenshell/api/root/remove_product.py b/src/ifcopenshell-python/ifcopenshell/api/root/remove_product.py
index 0181924b47..38973f973b 100644
--- a/src/ifcopenshell-python/ifcopenshell/api/root/remove_product.py
+++ b/src/ifcopenshell-python/ifcopenshell/api/root/remove_product.py
@@ -53,7 +53,24 @@ class Usecase:
 
         # TODO: remove object placement and other relationships
         for inverse in self.file.get_inverse(self.settings["product"]):
-            if inverse.is_a("IfcRelFillsElement"):
+            if inverse.is_a("IfcRelDefinesByProperties"):
+                ifcopenshell.api.run(
+                    "pset.remove_pset",
+                    self.file,
+                    product=self.settings["product"],
+                    pset=inverse.RelatingPropertyDefinition,
+                )
+            elif inverse.is_a("IfcRelAssociatesMaterial"):
+                ifcopenshell.api.run("material.unassign_material", self.file, product=self.settings["product"])
+            elif inverse.is_a("IfcRelDefinesByType"):
+                if inverse.RelatingType == self.settings["product"]:
+                    for related_object in inverse.RelatedObjects:
+                        ifcopenshell.api.run("type.unassign_type", self.file, related_object=related_object)
+                else:
+                    ifcopenshell.api.run("type.unassign_type", self.file, related_object=self.settings["product"])
+            elif inverse.is_a("IfcRelSpaceBoundary"):
+                self.file.remove(inverse)
+            elif inverse.is_a("IfcRelFillsElement"):
                 self.file.remove(inverse)
             elif inverse.is_a("IfcRelVoidsElement"):
                 self.file.remove(inverse)
diff --git a/src/ifcopenshell-python/test/api/root/test_remove_product.py b/src/ifcopenshell-python/test/api/root/test_remove_product.py
index e30ca2a1d4..48b4a81305 100644
--- a/src/ifcopenshell-python/test/api/root/test_remove_product.py
+++ b/src/ifcopenshell-python/test/api/root/test_remove_product.py
@@ -76,7 +76,7 @@ class TestRemoveProduct(test.bootstrap.IFC4):
         total_entities = len(list(self.file))
         assert len(self.file.by_type("IfcShapeRepresentation")) == 2
         ifcopenshell.api.run("root.remove_product", self.file, product=element)
-        assert len(list(self.file)) == total_entities - 5
+        assert len(list(self.file)) == total_entities - 6
         assert len(self.file.by_type("IfcProductDefinitionShape")) == 0
         assert len(self.file.by_type("IfcShapeRepresentation")) == 1
         assert len(self.file.by_type("IfcMappedItem")) == 0
@@ -195,3 +195,46 @@ class TestRemoveProduct(test.bootstrap.IFC4):
         assert len(self.file.by_type("IfcRelConnectsPathElements")) == 0
         assert len(self.file.by_type("IfcColumn")) == 1
         assert len(self.file.by_type("IfcBeam")) == 0
+
+    def test_removing_all_property_relationships_of_an_element(self):
+        element = ifcopenshell.api.run("root.create_entity", self.file, ifc_class="IfcWall")
+        pset = ifcopenshell.api.run("pset.add_pset", self.file, product=element, name="Foo_Bar")
+        ifcopenshell.api.run("pset.edit_pset", self.file, pset=pset, properties={"Foo": "Bar"})
+        ifcopenshell.api.run("root.remove_product", self.file, product=element)
+        assert not self.file.by_type("IfcRelDefinesByProperties")
+        assert not self.file.by_type("IfcPropertySet")
+        assert not self.file.by_type("IfcPropertySingleValue")
+
+    def test_removing_all_material_relationships_of_an_element(self):
+        element = ifcopenshell.api.run("root.create_entity", self.file, ifc_class="IfcWall")
+        material = ifcopenshell.api.run("material.add_material", self.file, name="Foo")
+        ifcopenshell.api.run("material.assign_material", self.file, product=element, material=material)
+        ifcopenshell.api.run("root.remove_product", self.file, product=element)
+        assert not self.file.by_type("IfcRelAssociatesMaterial")
+        assert self.file.by_type("IfcMaterial")
+
+    def test_removing_all_type_relationships_of_an_element(self):
+        element = ifcopenshell.api.run("root.create_entity", self.file, ifc_class="IfcWall")
+        element_type = ifcopenshell.api.run("root.create_entity", self.file, ifc_class="IfcWallType")
+        ifcopenshell.api.run("type.assign_type", self.file, related_object=element, relating_type=element_type)
+        ifcopenshell.api.run("root.remove_product", self.file, product=element)
+        assert not self.file.by_type("IfcRelDefinesByType")
+        assert self.file.by_type("IfcWallType")
+
+    def test_removing_all_type_relationships_of_an_element_type(self):
+        element1 = ifcopenshell.api.run("root.create_entity", self.file, ifc_class="IfcWall")
+        element2 = ifcopenshell.api.run("root.create_entity", self.file, ifc_class="IfcWall")
+        element_type = ifcopenshell.api.run("root.create_entity", self.file, ifc_class="IfcWallType")
+        ifcopenshell.api.run("type.assign_type", self.file, related_object=element1, relating_type=element_type)
+        ifcopenshell.api.run("type.assign_type", self.file, related_object=element2, relating_type=element_type)
+        ifcopenshell.api.run("root.remove_product", self.file, product=element_type)
+        assert not self.file.by_type("IfcRelDefinesByType")
+        assert self.file.by_type("IfcWall")
+
+    def test_removing_all_space_boundaries_of_an_element(self):
+        element = ifcopenshell.api.run("root.create_entity", self.file, ifc_class="IfcWall")
+        boundary = self.file.createIfcRelSpaceBoundary2ndLevel(
+            GlobalId=ifcopenshell.guid.new(), RelatedBuildingElement=element
+        )
+        ifcopenshell.api.run("root.remove_product", self.file, product=element)
+        assert not self.file.by_type("IfcRelSpaceBoundary")