diff --git a/docs/pe/org.apache.streampipes.connect.iiot.adapters.simulator.machine.md b/docs/pe/org.apache.streampipes.connect.iiot.adapters.simulator.machine.md
index ab03d5adc..be0b3bf20 100644
--- a/docs/pe/org.apache.streampipes.connect.iiot.adapters.simulator.machine.md
+++ b/docs/pe/org.apache.streampipes.connect.iiot.adapters.simulator.machine.md
@@ -32,9 +32,61 @@ sidebar_label: Machine Data Simulator
 
 ## Description
 
-Publishes various simulated machine sensor data in a configurable time interval (in milliseconds).
-Sensors are:
-* flowrate
-* pressure
-* waterlevel
+This adapter publishes simulated machine sensor data at a configurable time interval. It is ideal for exploring the
+capabilities of StreamPipes without needing your own data or for testing purposes. Three different sensor scenarios are
+available:
+
+* Flowrate
+* Pressure
+* Water Level
+
+All scenarios include an error or anomaly condition, making them suitable for trend detection, anomaly detection, and
+similar applications.
+
+### Flowrate Sensor
+
+This scenario simulates a flowrate sensor in a piping system, including a sensor defect situation. The generated data
+stream includes:
+
+- **Sensor ID**: The identifier or name of the sensor, such as `sensor01`.
+- **Mass Flow**: Numeric value denoting the current mass flow in the sensor, ranging from 0 to 10.
+- **Volume Flow**: Numeric value denoting the current volume flow, ranging from 0 to 10.
+- **Temperature**: Numeric value denoting the current temperature in degrees Celsius, ranging from 40 to 100.
+- **Density**: Numeric value denoting the current density of the fluid, ranging from 40 to 50.
+- **Sensor Fault Flags**: Boolean indicator of sensor issues.
+
+The sensor defect scenario is as follows: Normally, temperature values range between 40 and 50 degrees Celsius. After
+thirty seconds, the simulation switches to defect mode for another thirty seconds, with temperatures ranging from 80 to
+100 degrees Celsius and `Sensor Fault Flags` set to `true`.
+
+### Pressure Sensor
+
+This scenario simulates a pressure sensor in a gas tank, including an anomaly situation. The generated data stream
+includes:
+
+- **Sensor ID**: The identifier or name of the sensor, such as `sensor01`.
+- **Pressure**: Numeric value denoting the current pressure in the tank, ranging from 10 to 70.
+
+The anomaly scenario is as follows: Normally, pressure values range between 10 and 40. After thirty seconds, the
+simulation switches to anomaly mode for another thirty seconds, with pressure values ranging from 40 to 70.
+
+### Water Level Sensor
+
+This scenario simulates a sensor in a water tank, including an overflow situation. The generated data stream includes:
+
+- **Sensor ID**: The identifier or name of the sensor, such as `sensor01`.
+- **Level**: Numeric value denoting the current water level in the tank, ranging from 20 to 80.
+- **Overflow**: Boolean indicator of tank overflow.
+
+The overflow scenario is as follows: Normally, level values range between 20 and 30. After thirty seconds, the
+simulation switches to overflow mode for another thirty seconds, with level values ranging from 60 to 80 and `Overflow`
+set to `true`.
+
+## Configuration
+
+When creating the adapter, the following parameters can be configured:
+
+- **Wait Time**: The time in milliseconds between two sensor events. Defaults to 1000 (1 second).
+- **Sensor**: Select one of the sensor scenarios described above: `flowrate`, `pressure`, `waterlevel`.
+
 ***
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