Abstract:
Finite control set model predictive control (FCS-MPC) strategies for power conversion devices benefit from extending the prediction horizon length. Solving this problem r...Show MoreMetadata
Abstract:
Finite control set model predictive control (FCS-MPC) strategies for power conversion devices benefit from extending the prediction horizon length. Solving this problem relies on the definition of the underlying integer least-squares problem. Sphere decoding algorithm (SDA) has been extensively used in previous works as an approach to solve this problem. In this article, a parallel and fully scalable K-best SDA hardware design is proposed as an alternative. The K-best SDA establishes a different breadth-first search strategy, which addresses some of the main drawbacks of the SDA. Through experimental tests based on an uninterruptible power supply, the K-best SDA performance for long prediction horizon FCS-MPC is assessed and verified. Results demonstrate key beneficial aspects through which the K-best SDA is capable of rendering an improved control performance when compared to the conventional SDA.
Published in: IEEE Transactions on Industrial Electronics ( Volume: 69, Issue: 8, August 2022)
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- IEEE Keywords
- Index Terms
- Prediction Horizon ,
- Sphere Decoding Algorithm ,
- Search Strategy ,
- Control Strategy ,
- Power Conversion ,
- Model Predictive Control ,
- Least Squares Problem ,
- Optimization Problem ,
- Optimization Algorithm ,
- Cost Function ,
- Parallelization ,
- Row Vector ,
- Resource Consumption ,
- Lookup Table ,
- State Machine ,
- State-space Model ,
- Power Electronics ,
- Upper Triangular ,
- Clock Cycles ,
- Switching Sequence ,
- Lattice Points ,
- Hypersphere ,
- Power Electronics Applications ,
- Pipelining ,
- Sorting Operation ,
- Practical Setup ,
- Post-processing Stage ,
- Geometry Of The Problem ,
- Tracking Error
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Prediction Horizon ,
- Sphere Decoding Algorithm ,
- Search Strategy ,
- Control Strategy ,
- Power Conversion ,
- Model Predictive Control ,
- Least Squares Problem ,
- Optimization Problem ,
- Optimization Algorithm ,
- Cost Function ,
- Parallelization ,
- Row Vector ,
- Resource Consumption ,
- Lookup Table ,
- State Machine ,
- State-space Model ,
- Power Electronics ,
- Upper Triangular ,
- Clock Cycles ,
- Switching Sequence ,
- Lattice Points ,
- Hypersphere ,
- Power Electronics Applications ,
- Pipelining ,
- Sorting Operation ,
- Practical Setup ,
- Post-processing Stage ,
- Geometry Of The Problem ,
- Tracking Error
- Author Keywords