Application of Gaussian Processes to online approximation of compressor maps for load-sharing in a compressor station
Author:
Affiliation:
1. Imperial College London,Department of Chemical Engineering
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9837955/9837961/09838042.pdf?arnumber=9838042
Reference16 articles.
1. Gaussian Processes for Machine Learning
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4. Experimental evaluation of MPC-based anti-surge and process control for electric driven centrifugal gas compressors
5. Real-time optimization meets Bayesian optimization and derivative-free optimization: A tale of modifier adaptation;del río chanona;Computers & Chemical Engineering,2021
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1. Load sharing strategy for parallel-operated variable speed centrifugal compressors in chillers;Energy and Buildings;2024-09
2. Adversarially Robust Real-Time Optimization and Control with Adaptive Gaussian Process Learning;Computer Aided Chemical Engineering;2024
3. Online Feedback Optimization of Compressor Stations with Model Adaptation using Gaussian Process Regression;Journal of Process Control;2023-01
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