Engine performance and emission optimization with waste cooking oil biodiesel/diesel blend using ANN and RSM techniques coupled with ACKTR-DE and HHO algorithms

Engine performance and emission optimization with waste cooking oil biodiesel/diesel blend using ANN and RSM techniques coupled with ACKTR-DE and HHO algorithms

Abstract In this experimental investigation, Artificial Neural Network (ANN) and Response Surface Methodology (RSM) model structures were constructed to predict and optimize the performance and exhaust emissions of a diesel engine operating on a blend of diesel fuel and waste oil biodiesel. The test...

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Bibliographic Details
Main Authors: Mehmet Ali Biberci, Mustafa Bahattin Çelik, Esma Ozhuner
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Chemistry
Subjects:
ANN and multi-objective RSM optimization techniques
Fuel blend
Diesel engine
Exhaust emissions
HHO and ACKTR-DE optimization algorithms
Biodiesel
Online Access:https://doi.org/10.1186/s13065-025-01512-3
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