What Is Hardware-In-The-Loop Simulation?

硬件在环(HIL)仿真是一种实时仿真技术,用于在模型化设计流程中测试控制器设计,无需实际硬件即可验证物理系统模型的有效性。HIL仿真提供成本节约,尤其是在设计变更早期识别和解决潜在问题,以及测试控制器对极端事件的响应。它比传统验证测试更经济高效,更灵活,尤其适用于模拟现实生活中难以复制的环境。

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(reprinted) https://www.mathworks.com/help/physmod/simscape/ug/what-is-hardware-in-the-loop-simulation.html

Hardware-in-the-loop (HIL) simulation is a type of real-time simulation. You use HIL simulation to test your controller design. HIL simulation shows how your controller responds, in real time, to realistic virtual stimuli. You can also use HIL to determine if your physical system (plant) model is valid.

In HIL simulation, you use a real-time computer as a virtual representation of your plant model and a real version of your controller. The figure shows a typical HIL simulation setup. The desktop computer (development hardware) contains the real-time capable model of the controller and plant. The development hardware also contains an interface with which to control the virtual input to the plant. The controller hardware contains the controller software that is generated from the controller model. The real-time processor (target hardware) contains code for the physical system that is generated from the plant model.

 

Why Perform Hardware-In-The-Loop Simulation?

Use HIL simulation to test the design of your controller when you are performing Model-Based Design (MBD). The figure shows where HIL simulation fits into the MBD design-to-realization workflow.

 

Validation involves using actual plant hardware to test your controller in real-life situations or in environmental proxies (for example, a pressure chamber). In HIL simulation, you do not have to use real hardware for your physical system (plant). You also do not have to rely on a naturalistic or environmental test setup. By allowing you to use your model to represent the plant, HIL simulation offers benefits in cost and practicality.

There are several areas in which HIL simulation offers cost savings over validation testing. HIL simulation tends to be less expensive for design changes. You can perform HIL simulation earlier than validation in the MBD workflow so you can identify and redesign for problems relatively early the project. Finding problems early includes these benefits:

  • Your team is more likely to approve changes.

  • Design changes are less costly to implement.

In terms of scheduling, HIL simulation is less expensive and more practical than validation because you can set it up to run on its own.

HIL simulation is more practical than validation for testing your controller’s response to unusual events. For example, you can model extreme weather conditions like earthquakes or blizzards. You can also test how your controller responds to stimuli that occur in inaccessible environments like deep sea or deep space.

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