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AutoMATiC: Code Generation of Model Predictive Control Algorithms for Microcontrollers

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This article describes the AutoMATiC software system that generates the C code of software implementation of model predictive control algorithms for a chosen target microcontroller. The following components of the… Click to show full abstract

This article describes the AutoMATiC software system that generates the C code of software implementation of model predictive control algorithms for a chosen target microcontroller. The following components of the AutoMATiC tool are described: the system structure, workflow, and software framework. The system includes a transcompiler, a simulator, and a profiler. To discuss effectiveness of the system, a dynamic process with two inputs and two outputs is considered. The following advantages of the AutoMATiC system are emphasized: simplicity of use, the possibility of activating/deactivating online different control algorithms in a seamless way, the possibility of adding new control algorithms in a straightforward way, and code efficiency.

Keywords: system; control; predictive control; model predictive; control algorithms

Journal Title: IEEE Transactions on Industrial Informatics
Year Published: 2020

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