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Computational Load Comparison of Multiplexed and Standard Model Predictive Control

Published: 07 February 2018 Publication History

Abstract

Multiplexed Model Predictive Control (MMPC) has been motivated as a strategy to reduce real-time computational load carried out by the controller in solving a finite-time constrained optimisation problem online. In this paper, we carried out experiments to compare the computational load of MMPC and standard MPC. The experiments were carried out on a multizone thermal processing equipment commonly used in semiconductor manufacturing. The results showed that MMPC has computational advantage over the standard MPC, for large horizon and when constraints are present.

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  • (2024)Intelligent Reduced-Dimensional Scheme of Model Predictive Control for Aero-EnginesActuators10.3390/act1304014013:4(140)Online publication date: 10-Apr-2024

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  1. Computational Load Comparison of Multiplexed and Standard Model Predictive Control

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    cover image ACM Other conferences
    ICMRE 2018: Proceedings of the 2018 4th International Conference on Mechatronics and Robotics Engineering
    February 2018
    177 pages
    ISBN:9781450363655
    DOI:10.1145/3191477
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    • Beijing Jiaotong University
    • York University

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    New York, NY, United States

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    Published: 07 February 2018

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    Author Tags

    1. Computational load
    2. Multiplexed model predictive control
    3. Temperature control

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    • (2024)Intelligent Reduced-Dimensional Scheme of Model Predictive Control for Aero-EnginesActuators10.3390/act1304014013:4(140)Online publication date: 10-Apr-2024

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