Modeling and prediction of biodiesel production by using different artificial intelligence methods: Multi-layer perceptron (MLP), Gradient boosting (GB), and Gaussian process regression (GPR)
Author:
Funder
Prince Sattam bin Abdulaziz University
Publisher
Elsevier BV
Subject
General Chemical Engineering,General Chemistry
Reference34 articles.
1. The effects of catalysts in biodiesel production: A review;Atadashi;J. Ind. Eng. Chem.,2013
2. Boosting with the L 2 loss: regression and classification;Bühlmann;J. Am. Stat. Assoc.,2003
3. Experimental and numerical investigation of the effect of fig seed oil methyl ester biodiesel blends on combustion characteristics and performance in a diesel engine;Cihan;Energy Rep.,2021
4. Will We Ever Stop Using Fossil Fuels?;Covert;J. Econ. Perspect.,2016
5. Big data, data mining, and machine learning: value creation for business leaders and practitioners;Dean,2014
Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Gaussian process regression coupled with mRMR to predict adulterant concentration in cocaine;Journal of Pharmaceutical and Biomedical Analysis;2024-09
2. Transesterification of mustard oil to biodiesel using activated carbon/Fe2(MoO4)3/K2CO3 as a novel heterogeneous nanocatalyst: Box-Behnken design-based optimization and Gaussian process regression;Process Safety and Environmental Protection;2024-09
3. Machine learning approaches to modeling and optimization of biodiesel production systems: State of art and future outlook;Energy Conversion and Management: X;2024-07
4. Machine Learning-Based Assessment of the Influence of Nanoparticles on Biodiesel Engine Performance and Emissions: A critical review;Archives of Computational Methods in Engineering;2024-06-13
5. Synthesis of biodiesel from the composite oil and process parameters optimization using artificial neural network;Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering;2024-03-20
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3