Output shaping is a control technique that modifies a system’s response to achieve desired performance, such as reducing overshoot or settling time. By filtering reference signals or adjusting feedback gains, engineers apply it in robotics, aerospace, and manufacturing. This method benefits control system designers, automation engineers, and industries requiring precise, stable motion or process regulation.
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