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Model-based safe coordinated control for centrifugal compressors using evolution strategy
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DOI：10.1016/j.rineng.2026.111297.png)
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Abstract
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• A model-guided coordinated control strategy is proposed for centrifugal compressors using CMA-ES. • A lumped-parameter Greitzer model enables real-time quantitative surge risk assessment. • The CMA-ES optimizer incorporates physical model information to suppress transient overshoot. • Experimental results demonstrate significant overshoot reduction and enhanced robustness under three operating modes.
Keywords:
Multivariate coordinated control
Overshooting suppression
Centrifugal compressor
Covariance matrix adaptation evolution strategy
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