• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

使用NSGA II对可变压缩比发动机的发动机参数进行优化,以全面减少以ROME生物柴油为燃料的可变压缩比发动机的排放。

Optimization of engine parameters using NSGA II for the comprehensive reduction of emissions from VCR engine fuelled with ROME biodiesel.

作者信息

Saravanamuthu Murugapoopathi, Thulasiram Ramachandran, Ramasamy Dharmalingam, Sundaramoorthy Surendarnath

机构信息

Department of Mechanical Engineering, PSNA College of Engineering and Technology, Dindigul, 624622, India.

Department of Mechanical Engineering, Faculty of Engineering & Technology, Jain (Deemed-to-be University), Bangaluru, 562112, India.

出版信息

Environ Sci Pollut Res Int. 2023 May;30(22):61162-61176. doi: 10.1007/s11356-022-19752-4. Epub 2022 Apr 4.

DOI:10.1007/s11356-022-19752-4
PMID:35378651
Abstract

Diesel engines are most widely used as power plant for many applications, like automotive, agricultural purposes, portable machines and remote location power generation, because of their higher torque, power output, energy content per unit mass and cost of fuel. Because of the higher compression ratios, the diesel engines are able to produce greater cylinder pressures resulting in higher temperatures and thermal efficiency. On other hand, the diesel engines produce CO, NO, Soot and sulphur emissions which are harmful and these pollute the environment leading to acid rain, global warming and variety of human diseases. Also, the present emission regulations are framed such a way to ensure the environmental sustainability in addition to the economic and social importance. These constraints make the researchers find an alternate fuel for replacing the diesel fuel on the existing diesel engines for the reduction of environmental pollutions. Biodiesel is found to be a very good alternative fuel obtained from natural resources and having good energy with least possible emissions. Rubber seed methyl ester (ROME) is one kind of the biofuel can be used in the existing diesel without any engine modifications. The ROME is produced using trans esterification process and the biodiesel blends are prepared in the sequence of B20, B40, B60 and B80. The ROME is tested on the Variable Compression Ratio (VCR) engine to test the emission characteristic in line with the performance characteristics. To reduce the emissions, the prediction models are developed for CO and NO using the Response Surface Methodology (RSM). The models are verified through the ANOVA and p-test for their adequacy to create the hypothesis of the experimentation. The NSGA II evolutionary multi-objective optimization is used to optimise the engine parameters to minimise the pollutions from the ROME fuelled engine. The optimized parameters are tested and verified experimentally for the least possible emissions.

摘要

由于柴油发动机具有更高的扭矩、功率输出、单位质量的能量含量和燃料成本,因此在许多应用中被广泛用作动力装置,如汽车、农业用途、便携式机器和偏远地区发电。由于压缩比更高,柴油发动机能够产生更高的气缸压力,从而导致更高的温度和热效率。另一方面,柴油发动机产生一氧化碳、氮氧化物、烟尘和硫排放物,这些都是有害的,会污染环境,导致酸雨、全球变暖和各种人类疾病。此外,目前的排放法规旨在确保环境可持续性,同时兼顾经济和社会重要性。这些限制促使研究人员寻找替代燃料,以取代现有柴油发动机中的柴油,从而减少环境污染。生物柴油被认为是一种非常好的替代燃料,它从自然资源中获得,具有良好的能量,且排放尽可能少。橡胶籽甲酯(ROME)是一种可在现有柴油发动机中使用而无需对发动机进行任何改装的生物燃料。ROME通过酯交换过程生产,生物柴油混合物按B20、B40、B60和B80的顺序制备。在可变压缩比(VCR)发动机上对ROME进行测试,以测试其与性能特性相关的排放特性。为了减少排放,使用响应面方法(RSM)开发了一氧化碳和氮氧化物的预测模型。通过方差分析(ANOVA)和p检验对模型进行验证,以确定其是否足以建立实验假设。使用NSGA II进化多目标优化方法来优化发动机参数,以最大限度地减少使用ROME燃料的发动机产生的污染。对优化后的参数进行测试,并通过实验验证其尽可能低的排放。

相似文献

1
Optimization of engine parameters using NSGA II for the comprehensive reduction of emissions from VCR engine fuelled with ROME biodiesel.使用NSGA II对可变压缩比发动机的发动机参数进行优化,以全面减少以ROME生物柴油为燃料的可变压缩比发动机的排放。
Environ Sci Pollut Res Int. 2023 May;30(22):61162-61176. doi: 10.1007/s11356-022-19752-4. Epub 2022 Apr 4.
2
Modelling and evaluation of combustion emission characteristics of COME biodiesel using RSM and ANN-a lead for pollution reduction.使用 RSM 和 ANN 对 COME 生物柴油燃烧排放特性进行建模和评估——减少污染的一个先导。
Environ Sci Pollut Res Int. 2021 Jul;28(26):34730-34741. doi: 10.1007/s11356-021-12757-5. Epub 2021 Mar 3.
3
Environment-Friendly Biodiesel/Diesel Blends for Improving the Exhaust Emission and Engine Performance to Reduce the Pollutants Emitted from Transportation Fleets.环境友好型生物柴油/柴油混合物,可改善废气排放和发动机性能,减少运输车队排放的污染物。
Int J Environ Res Public Health. 2020 May 31;17(11):3896. doi: 10.3390/ijerph17113896.
4
Split injection strategy control map development through prediction-based calibration approach to improve the biodiesel-fuelled diesel engine characteristics.通过基于预测的标定方法开发分体喷射策略控制图,以改善生物柴油燃料的柴油机特性。
Environ Sci Pollut Res Int. 2024 Sep;31(41):53895-53919. doi: 10.1007/s11356-023-29905-8. Epub 2023 Sep 21.
5
Optimization of Indicators Pollutant Emission Following Blending Diesel Fuel with Waste Oil-Derived Biodiesel.废油衍生生物柴油与柴油混合后污染物排放指标的优化
J Oleo Sci. 2020 Apr 3;69(4):337-346. doi: 10.5650/jos.ess19279. Epub 2020 Mar 3.
6
Generation of biodiesel from industrial wastewater using oleaginous yeast: performance and emission characteristics of microbial biodiesel and its blends on a compression injection diesel engine.利用产油酵母从工业废水中生产生物柴油:微生物柴油的性能和排放特性及其在压缩喷射式柴油机上的混合。
Environ Sci Pollut Res Int. 2019 Apr;26(11):11371-11386. doi: 10.1007/s11356-019-04556-w. Epub 2019 Feb 23.
7
Artificial neural network prediction of performance and emissions of a diesel engine fueled with palm biodiesel.基于棕榈生物柴油的柴油机性能和排放的人工神经网络预测。
Sci Rep. 2022 Jun 3;12(1):9286. doi: 10.1038/s41598-022-13413-9.
8
Multi-objective optimization of diesel engine performance and emissions fueled with diesel-biodiesel-fusel oil blends using response surface method.使用响应面法对柴油-生物柴油-航空煤油混合燃料的柴油机性能和排放进行多目标优化。
Environ Sci Pollut Res Int. 2018 Dec;25(35):35429-35439. doi: 10.1007/s11356-018-3459-z. Epub 2018 Oct 22.
9
Thermal and chemical exhaust gas recirculation potential of punnai oil biodiesel-fuelled diesel engine for environmental sustainability.用于环境可持续性的番奈油生物柴油燃料柴油发动机的热和化学废气再循环潜力
Environ Sci Pollut Res Int. 2023 May;30(22):61190-61203. doi: 10.1007/s11356-022-20463-z. Epub 2022 May 3.
10
Performance and exhaust emission characteristics investigation of compression ignition engine fuelled with microalgae biodiesel and its diesel blends.以微藻生物柴油及其与柴油的混合燃料为动力的压燃式发动机的性能和尾气排放特性研究
Environ Sci Pollut Res Int. 2023 Feb;30(10):25417-25426. doi: 10.1007/s11356-021-17587-z. Epub 2021 Nov 30.

引用本文的文献

1
ML techniques increasing the power factor of a compression ignition engine that is powered by Annona biodiesel using SATACOM.采用SATACOM的机器学习技术提高以番荔枝生物柴油为动力的压缩点火发动机的功率因数。
Sci Rep. 2025 Apr 5;15(1):11669. doi: 10.1038/s41598-025-91162-1.
2
Perfect prosthetic heart valve: generative design with machine learning, modeling, and optimization.完美的人工心脏瓣膜:基于机器学习、建模与优化的生成式设计
Front Bioeng Biotechnol. 2023 Sep 15;11:1238130. doi: 10.3389/fbioe.2023.1238130. eCollection 2023.