Energy-Aware MPC Co-Design for DC-DC Converters

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Provided by: Imperial College London
Topic: Hardware
Format: PDF
In this paper, the authors propose an integrated controller design methodology for the implementation of energy-aware explicit Model Predictive Control (MPC) algorithms, illustrating the method on a DC-DC converter model. The power consumption of control algorithms is becoming increasingly important for low-power embedded systems, especially where complex digital control techniques, like MPC, are used. For DC-DC converters, digital control provides better regulation, but also higher energy consumption compared to standard analog methods. To overcome the limitation in energy efficiency, instead of addressing the problem by implementing sub-optimal MPC schemes, the closed-loop performance and the control algorithm power consumption are minimized in a joint cost function, allowing them to keep the controller power efficiency closer to an analog approach while maintaining closed-loop optimality.
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