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使用响应曲面法进行多目标优化,以优化硼氧化物对第三代生物柴油/柴油混合物进行富集,实现更清洁的柴油排放。

Enrichment of 3rd generation biodiesel/diesel blends with optimum boron oxide for cleaner diesel emissions by multi-objective optimization using RSM.

作者信息

Canan Ahmet

机构信息

Karabuk University, Faculty of Technology, Energy Systems Engineering Department, Karabuk, Turkey.

出版信息

Environ Res. 2025 Jul 1;276:121472. doi: 10.1016/j.envres.2025.121472. Epub 2025 Mar 24.

DOI:10.1016/j.envres.2025.121472
PMID:40139635
Abstract

The increasing energy prices and growing scarcity of fossil fuels have contributed to the rising popularity of biodiesel as an alternative fuel for diesel engines. The incorporation of nanoparticles (NPs) into biodiesel/diesel fuel blends significantly contributes to the reduction of emissions by enhancing fuel atomization and decreasing ignition temperatures, which in turn facilitates improved combustion efficiency. Microalgae biodiesel with boron oxide (BO) NPs has not been evaluated for diesel engine performance. The study introduced BO NPs to biodiesel produced from transesterification of 3rd-generation spirulina microalgae oil (SMO) under 500, 1000, 1500, 2000, 2500, and 3000 W engine loads. In the tests conducted to examine the impact on engine performance and emissions, BO was added to standard diesel/biodiesel fuel blends in concentrations of 25, 50, and 75 ppm. Then, the optimization of the experimental results was carried out using the response surface methodology (RSM). The optimal operating conditions were achieved with a 1373.68 W engine load and a 49.34 ppm NPs concentration. Under these conditions, the selected output parameters brake thermal efficiency (BTE), brake specific fuel consumption (BSFC), carbon monoxide (CO), carbon dioxide (CO), nitrogen oxide (NO), hydrocarbon (HC), and smoke were obtained as 17.99 %, 458.38 g/kWh, 0.027 %, 4.84 %, 443.99 ppm, 6.42 ppm, and 18.83 %, respectively. High R values have indicated the accuracy of the model. As a catalyst, BO reduces emissions and improves engine performance.

摘要

能源价格不断上涨以及化石燃料日益稀缺,促使生物柴油作为柴油发动机的替代燃料越来越受欢迎。将纳米颗粒(NPs)掺入生物柴油/柴油燃料混合物中,通过提高燃料雾化和降低点火温度,显著有助于减少排放,进而提高燃烧效率。含氧化硼(BO)纳米颗粒的微藻生物柴油对柴油发动机性能的影响尚未得到评估。该研究在500、1000、1500、2000、2500和3000瓦发动机负荷下,将BO纳米颗粒引入由第三代螺旋藻微藻油(SMO)酯交换生产的生物柴油中。在测试发动机性能和排放影响时,将BO以25、50和75 ppm的浓度添加到标准柴油/生物柴油燃料混合物中。然后,使用响应面方法(RSM)对实验结果进行优化。在1373.68瓦发动机负荷和49.34 ppm纳米颗粒浓度下实现了最佳运行条件。在这些条件下,获得的选定输出参数制动热效率(BTE)、制动比油耗(BSFC)、一氧化碳(CO)、二氧化碳(CO)、氮氧化物(NO)、碳氢化合物(HC)和烟度分别为17.99%、458.38 g/kWh、0.027%、4.84%、443.99 ppm、6.42 ppm和18.83%。高R值表明模型的准确性。作为催化剂,BO可减少排放并提高发动机性能。

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