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Implement Dynamic Test Vectors

When to Implement Test Vectors

Use Stateflow® charts to create test vectors that change dynamically during simulation, based on the state of the system you are modeling.

For example, suppose you want to test an automatic car transmission controller in the situation where a car is coasting. To achieve a coasting state, a driver accelerates until the transmission shifts into the highest gear, then eases up on the gas pedal. To test this scenario, you could generate a signal that represents this behavior, as in the following Signal Builder block.

However, this approach has limitations. The signal changes value based on time, but cannot respond dynamically to changes in the system that are not governed by time alone. For example, how does the signal know when the transmission shifts into the highest gear? In this case, the signal assumes that the shift always occurs at time 5 because it cannot test for other deterministic conditions such as the speed of the vehicle. Moreover, you cannot change the signal based on outputs from the model.

By contrast, you can use Stateflow charts to develop test vectors that use conditional logic to evaluate and respond to changes in system state as they occur. For example, to test the coasting scenario, the chart can evaluate an output that represents the gear range and reduce speed only after the transmission shifts to the highest gear. That is, the car slows down as a direct result of the gear shift and not at a predetermined time. For a detailed look at this type of chart, see A Dynamic Test Vector Chart.

A Dynamic Test Vector Chart

The following model of an automatic transmission controller uses a Stateflow chart to implement test vectors that represent brake, throttle, and gear shift dynamics. The chart, called Dynamic Test Vectors, interfaces with the rest of the model as shown.

The chart models the dynamic relationship between the brake and throttle to test four driving scenarios. Each scenario is represented by a state.

In some of these scenarios, the throttle changes in response to time; in other cases, it responds to gear selection, an output of the Stateflow chart Shift_logic. The Shift_logic chart determines the gear value based on the speed of the vehicle.

Key Behaviors of the Chart and Model

The key behaviors of the test vector chart and model are:

Chart Represents Test Cases as States

The Dynamic Test Vectors chart represents each test case as an exclusive (OR) state. Each state manipulates brake and throttle values in a unique way, based on the time and gear inputs to the chart.

The chart determines which test to execute from the value of a constant signal case, output from the Signal Builder block. Each test case corresponds to a unique signal value.

Chart Uses Conditional Logic to Respond to Dynamic Changes

The Dynamic Test Vectors chart uses conditions on transitions to test time and gear level, and then adjusts brake and throttle accordingly for each driving scenario. Stateflow charts provide many constructs for testing system state and responding to changes, including:

Model Provides an Interface for Selecting Test Cases

The model uses a Signal Builder block to provide an interface for selecting test scenarios to simulate.

Select and Run Test Cases.  In the Signal Builder, select and run test cases as follows:

To Test:Do This:

One case

Click the tab that corresponds to the driving scenario you want to test and click the Start simulation button:

All cases and produce a model coverage report (requires a Simulink® Verification and Validation™ software license)

Click the Run all and produce coverage button:

The Signal Builder block sends to the Dynamic Test Vectors chart one or more constant signal values that correspond to the driving scenarios you select. The chart uses these values to activate the appropriate test cases.

Run the Model with Stateflow Test Vectors

To run the sf_test_vectors model, follow these steps:

  1. Open the model by clicking sf_test_vectorssf_test_vectors or typing sf_test_vectors at the MATLAB command prompt.

  2. Open the Dynamic Test Vectors chart, the Signal Builder block, and the Scope block.

  3. Select and simulate a driving scenario from the Signal Builder block, as described in Select and Run Test Cases.

    The scope shows the interaction between speed and throttle for the selected scenario.

    Driving ScenarioScope DisplayDescription

    Passing Maneuver

    Driver accelerates rapidly. At t = 15 seconds, steps the throttle to 100. With continued heavy throttle, the vehicle accelerates to about 100 MPH and then shifts into overdrive at about t = 21 seconds. The vehicle cruises along in fourth gear for the remainder of the simulation.

    Gradual Acceleration

    Driver maintains a slow but steady rate of acceleration.

    Hard Braking

    Driver accelerates until the transmission shifts to third gear, then removes foot from the gas pedal. After a short delay, moves foot to the brake pedal and pushes hard.

    Coasting

    Driver accelerates until transmission shifts to highest gear, then eases up on the gas.

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