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Updated: Jan 8, 2026

Improving the Combustion Performance of a Hybrid Rocket Engine using a Novel Fuel Grain with a Nested Helical Structure
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Improving the Combustion Performance of a Hybrid Rocket Engine using a Novel Fuel Grain with a Nested Helical Structure

Published on: January 18, 2021

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混合XGBoost-RF-MLP模型和PSO优化CI发动机的性能和排放,使用废生物柴油混合物

M S Gad1, M Sami Soliman2, Emad B Helal2,3

  • 1Mechanical Engineering Department, Faculty of Engineering, Fayoum University, Fayoum, Egypt. msm19@fayoum.edu.eg.

Scientific reports
|December 12, 2025
PubMed
概括

废食用油 (WCO) 生物柴油提供了一个可持续的替代燃料. 一个混合机器学习模型优化了发动机条件,减少了排放和燃料消耗,以实现高效使用.

关键词:
在MLP中,MLP是MLP.性能:排放情况:排放情况.随机的森林随机的森林世界机关组织 (WCO) 的组织.在XGBoost中使用.

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