Prediction of various parameters of desalination system using BOA- GPR machine learning technique for sustainable development: A case study

Prediction of various parameters of desalination system using BOA- GPR machine learning technique for sustainable development: A case study

The present study examines the performance of desalination based atmospheric water extraction system under various climate situations. The Bayesian optimisation for model training hyperparameters was used to make the process autoregressive, and the Gaussian Process Regression (GPR) technique was use...

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Bibliographic Details
Main Authors: Neel Shrimali, V K Patel, Hitesh Panchal, Prabhakar Sharma
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:Environmental Challenges
Subjects:
Gaussian process regression
Bayesian optimization
Machine learning
Hyperparameters optimization
Water extraction
Online Access:http://www.sciencedirect.com/science/article/pii/S2667010023000537

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http://www.sciencedirect.com/science/article/pii/S2667010023000537

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