Abstract
A fast Dynamic Matrix Control (DMC) algorithm is proposed to satisfy the requirements of the embedded temperature regulator. There exists online high-dimension matrix inversion in the DMC control algorithm, so it is difficult to apply to the embedded temperature regulator with limited computing capacity. In this work, the high-dimension matrix is decomposed into the product of a triangular matrix and its transpose matrix by Cholesky decomposition, and the inversion of the matrix calculation could be calculated recursively. Based on the proposed algorithm, an embedded temperature regulator has been developed. Therefore, the computation cost of the fast algorithm is greatly reduced compared to the traditional DMC algorithm. The experimental results have verified that the algorithm can be applied to the embedded temperature regulator and provides better regulation effect than that with the PID control algorithm.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
