diff --git a/neutron_tempest_plugin/api/admin/test_routers_ha.py b/neutron_tempest_plugin/api/admin/test_routers_ha.py
index fafe209..da3b9af 100644
--- a/neutron_tempest_plugin/api/admin/test_routers_ha.py
+++ b/neutron_tempest_plugin/api/admin/test_routers_ha.py
@@ -10,6 +10,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
+from tempest.common import utils as tutils
 from tempest.lib.common.utils import data_utils
 from tempest.lib import decorators
 
@@ -19,6 +20,7 @@
 class RoutersTestHA(base.BaseRouterTest):
 
     required_extensions = ['router', 'l3-ha']
+    HA_NETWORK_NAME_TEMPL = "HA network tenant %s"
 
     @classmethod
     def resource_setup(cls):
@@ -90,3 +92,30 @@
         router = self.admin_client.update_router(router['router']['id'],
                                                  ha=True)
         self.assertTrue(router['router']['ha'])
+
+    @decorators.idempotent_id('0d8c0c8f-3809-4acc-a2c8-e0941333ff6c')
+    @tutils.requires_ext(extension="provider", service="network")
+    def test_delete_ha_router_keeps_ha_network_segment_data(self):
+        """Test deleting an HA router keeps correct segment data for network.
+
+        Each tenant with HA router has an HA network. The HA network is a
+        normal tenant network with segmentation data like type (vxlan) and
+        segmenation id. This test makes sure that after an HA router is
+        deleted, those segmentation data are kept in HA network. This tests
+        regression of https://bugs.launchpad.net/neutron/+bug/1732543.
+        """
+        for i in range(2):
+            router = self._create_admin_router(
+                data_utils.rand_name('router%d' % i),
+                ha=True)
+        ha_net_name = self.HA_NETWORK_NAME_TEMPL % router['tenant_id']
+        ha_network_pre_delete = self.admin_client.list_networks(
+            name=ha_net_name)['networks'][0]
+        segmentation_id = ha_network_pre_delete['provider:segmentation_id']
+        self._delete_router(router['id'], self.admin_client)
+
+        ha_network_post_delete = self.admin_client.show_network(
+            ha_network_pre_delete['id'])['network']
+        self.assertEqual(
+            ha_network_post_delete['provider:segmentation_id'],
+            segmentation_id)
diff --git a/neutron_tempest_plugin/api/base.py b/neutron_tempest_plugin/api/base.py
index 8db5108..ec66818 100644
--- a/neutron_tempest_plugin/api/base.py
+++ b/neutron_tempest_plugin/api/base.py
@@ -412,17 +412,18 @@
         return qos_rule
 
     @classmethod
-    def delete_router(cls, router):
-        body = cls.client.list_router_interfaces(router['id'])
+    def delete_router(cls, router, client=None):
+        client = client or cls.client
+        body = client.list_router_interfaces(router['id'])
         interfaces = [port for port in body['ports']
                       if port['device_owner'] in const.ROUTER_INTERFACE_OWNERS]
         for i in interfaces:
             try:
-                cls.client.remove_router_interface_with_subnet_id(
+                client.remove_router_interface_with_subnet_id(
                     router['id'], i['fixed_ips'][0]['subnet_id'])
             except lib_exc.NotFound:
                 pass
-        cls.client.delete_router(router['id'])
+        client.delete_router(router['id'])
 
     @classmethod
     def create_address_scope(cls, name, is_admin=False, **kwargs):
diff --git a/neutron_tempest_plugin/api/base_routers.py b/neutron_tempest_plugin/api/base_routers.py
index c8d3783..52db742 100644
--- a/neutron_tempest_plugin/api/base_routers.py
+++ b/neutron_tempest_plugin/api/base_routers.py
@@ -13,6 +13,8 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
+from tempest.lib import exceptions
+
 from neutron_tempest_plugin.api import base
 
 
@@ -21,9 +23,12 @@
     # as some router operations, such as enabling or disabling SNAT
     # require admin credentials by default
 
-    def _cleanup_router(self, router):
-        self.delete_router(router)
-        self.routers.remove(router)
+    def _cleanup_router(self, router, client=None):
+        try:
+            self.delete_router(router, client)
+            self.routers.remove(router)
+        except exceptions.NotFound:
+            pass
 
     def _create_router(self, name, admin_state_up=False,
                        external_network_id=None, enable_snat=None):
@@ -33,6 +38,12 @@
         self.addCleanup(self._cleanup_router, router)
         return router
 
+    def _create_admin_router(self, *args, **kwargs):
+        router = self.create_admin_router(*args, **kwargs)
+        self.addCleanup(
+            self._cleanup_router, router, self.os_admin.network_client)
+        return router
+
     def _delete_router(self, router_id, network_client=None):
         client = network_client or self.client
         client.delete_router(router_id)