diff --git a/homeassistant/components/knx/factory.py b/homeassistant/components/knx/factory.py
index ebc9bfc0ce2..b62023234e8 100644
--- a/homeassistant/components/knx/factory.py
+++ b/homeassistant/components/knx/factory.py
@@ -11,7 +11,6 @@ from xknx.devices import (
     Fan as XknxFan,
     Light as XknxLight,
     Notification as XknxNotification,
-    Scene as XknxScene,
     Sensor as XknxSensor,
     Weather as XknxWeather,
 )
@@ -26,7 +25,6 @@ from .schema import (
     CoverSchema,
     FanSchema,
     LightSchema,
-    SceneSchema,
     SensorSchema,
     WeatherSchema,
 )
@@ -53,9 +51,6 @@ def create_knx_device(
     if platform is SupportedPlatforms.NOTIFY:
         return _create_notify(knx_module, config)
 
-    if platform is SupportedPlatforms.SCENE:
-        return _create_scene(knx_module, config)
-
     if platform is SupportedPlatforms.BINARY_SENSOR:
         return _create_binary_sensor(knx_module, config)
 
@@ -288,16 +283,6 @@ def _create_notify(knx_module: XKNX, config: ConfigType) -> XknxNotification:
     )
 
 
-def _create_scene(knx_module: XKNX, config: ConfigType) -> XknxScene:
-    """Return a KNX scene to be used within XKNX."""
-    return XknxScene(
-        knx_module,
-        name=config[CONF_NAME],
-        group_address=config[KNX_ADDRESS],
-        scene_number=config[SceneSchema.CONF_SCENE_NUMBER],
-    )
-
-
 def _create_binary_sensor(knx_module: XKNX, config: ConfigType) -> XknxBinarySensor:
     """Return a KNX binary sensor to be used within XKNX."""
     device_name = config[CONF_NAME]
diff --git a/homeassistant/components/knx/scene.py b/homeassistant/components/knx/scene.py
index 23f375972e6..e3b00815424 100644
--- a/homeassistant/components/knx/scene.py
+++ b/homeassistant/components/knx/scene.py
@@ -3,15 +3,18 @@ from __future__ import annotations
 
 from typing import Any
 
+from xknx import XKNX
 from xknx.devices import Scene as XknxScene
 
 from homeassistant.components.scene import Scene
+from homeassistant.const import CONF_NAME
 from homeassistant.core import HomeAssistant
 from homeassistant.helpers.entity_platform import AddEntitiesCallback
 from homeassistant.helpers.typing import ConfigType, DiscoveryInfoType
 
-from .const import DOMAIN
+from .const import DOMAIN, KNX_ADDRESS
 from .knx_entity import KnxEntity
+from .schema import SceneSchema
 
 
 async def async_setup_platform(
@@ -21,20 +24,33 @@ async def async_setup_platform(
     discovery_info: DiscoveryInfoType | None = None,
 ) -> None:
     """Set up the scenes for KNX platform."""
+    if not discovery_info or not discovery_info["platform_config"]:
+        return
+
+    platform_config = discovery_info["platform_config"]
+    xknx: XKNX = hass.data[DOMAIN].xknx
+
     entities = []
-    for device in hass.data[DOMAIN].xknx.devices:
-        if isinstance(device, XknxScene):
-            entities.append(KNXScene(device))
+    for entity_config in platform_config:
+        entities.append(KNXScene(xknx, entity_config))
+
     async_add_entities(entities)
 
 
 class KNXScene(KnxEntity, Scene):
     """Representation of a KNX scene."""
 
-    def __init__(self, device: XknxScene) -> None:
+    def __init__(self, xknx: XKNX, config: ConfigType) -> None:
         """Init KNX scene."""
         self._device: XknxScene
-        super().__init__(device)
+        super().__init__(
+            device=XknxScene(
+                xknx,
+                name=config[CONF_NAME],
+                group_address=config[KNX_ADDRESS],
+                scene_number=config[SceneSchema.CONF_SCENE_NUMBER],
+            )
+        )
         self._unique_id = (
             f"{self._device.scene_value.group_address}_{self._device.scene_number}"
         )