延长换油间隔对城市客车发动机油抗磨添加剂和摩擦学性能的影响。

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Wojciech Gołębiowski, Rafał Krakowski, Grzegorz Zając
{"title":"延长换油间隔对城市客车发动机油抗磨添加剂和摩擦学性能的影响。","authors":"Wojciech Gołębiowski, Rafał Krakowski, Grzegorz Zając","doi":"10.1038/s41598-025-12480-y","DOIUrl":null,"url":null,"abstract":"<p><p>The article presents the results of combined tribological and physicochemical studies of engine oils used in Autosan Sancity M12LF city buses at various mileages exceeding the manufacturer's recommended oil change interval (60,000 km). Semi-synthetic oil of ACEA E4, E7, SAE 10W-40 class was analyzed, with samples taken from five buses with different degrees of interval exceedance (- 19% to + 35%). To address outlier influence, both classical Pearson and a more robust Spearman's rank correlations were applied. While Pearson correlation suggested a very strong relationship (r = - 0.9946) between sulfur content and wear scar diameter, Spearman's robust method confirmed a strong but more reliable association (r = - 0.810), indicating that classical correlation was inflated by outliers. A potential relationship was demonstrated between the degree of oil change interval exceedance and degradation of phosphate anti-wear additives. Anti-wear additive degradation follows a non-linear pattern and accelerates with successive exceedances of the recommended change interval. A degradation thresholds were identified: oil degradation becomes more pronounced after exceeding the interval by 10,000-15,000 km, while exceeding by more than 15,000-20,000 km results in potentialy increased engine component wear and elevated failure risk. The content of abrasive metals (Fe, Cu) in used oils significantly increased compared to fresh oil, with particularly high iron concentration (131.67 ppm) observed in the sample with the greatest interval exceedance. After exceeding the interval by 20,000 km, phosphate anti-wear additive depletion was 73% higher than when exceeding by 5000 km. The research results provide important information for bus fleet operators, allowing more precise determination of engine oil change intervals, which translates into extended engine life and reduced operating costs.</p>","PeriodicalId":21811,"journal":{"name":"Scientific Reports","volume":"15 1","pages":"27238"},"PeriodicalIF":3.9000,"publicationDate":"2025-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Degradation of anti-wear additives and tribological properties of engine oils at extended oil change intervals in city buses.\",\"authors\":\"Wojciech Gołębiowski, Rafał Krakowski, Grzegorz Zając\",\"doi\":\"10.1038/s41598-025-12480-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The article presents the results of combined tribological and physicochemical studies of engine oils used in Autosan Sancity M12LF city buses at various mileages exceeding the manufacturer's recommended oil change interval (60,000 km). Semi-synthetic oil of ACEA E4, E7, SAE 10W-40 class was analyzed, with samples taken from five buses with different degrees of interval exceedance (- 19% to + 35%). To address outlier influence, both classical Pearson and a more robust Spearman's rank correlations were applied. While Pearson correlation suggested a very strong relationship (r = - 0.9946) between sulfur content and wear scar diameter, Spearman's robust method confirmed a strong but more reliable association (r = - 0.810), indicating that classical correlation was inflated by outliers. A potential relationship was demonstrated between the degree of oil change interval exceedance and degradation of phosphate anti-wear additives. Anti-wear additive degradation follows a non-linear pattern and accelerates with successive exceedances of the recommended change interval. A degradation thresholds were identified: oil degradation becomes more pronounced after exceeding the interval by 10,000-15,000 km, while exceeding by more than 15,000-20,000 km results in potentialy increased engine component wear and elevated failure risk. The content of abrasive metals (Fe, Cu) in used oils significantly increased compared to fresh oil, with particularly high iron concentration (131.67 ppm) observed in the sample with the greatest interval exceedance. After exceeding the interval by 20,000 km, phosphate anti-wear additive depletion was 73% higher than when exceeding by 5000 km. The research results provide important information for bus fleet operators, allowing more precise determination of engine oil change intervals, which translates into extended engine life and reduced operating costs.</p>\",\"PeriodicalId\":21811,\"journal\":{\"name\":\"Scientific Reports\",\"volume\":\"15 1\",\"pages\":\"27238\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2025-07-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Scientific Reports\",\"FirstCategoryId\":\"103\",\"ListUrlMain\":\"https://doi.org/10.1038/s41598-025-12480-y\",\"RegionNum\":2,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Scientific Reports","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1038/s41598-025-12480-y","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

本文介绍了在超过制造商建议的换油间隔(60,000公里)的不同里程下,Autosan Sancity M12LF城市客车使用的发动机油的摩擦学和物理化学综合研究结果。对ACEA E4, E7, SAE 10W-40级半合成油进行了分析,样品取自5辆不同程度间隔超标(- 19%至+ 35%)的客车。为了解决离群值的影响,应用了经典的Pearson和更强大的Spearman秩相关。Pearson相关性表明,硫含量与磨损疤痕直径之间存在非常强的关系(r = - 0.9946),而Spearman的稳健方法证实了一种更强但更可靠的关联(r = - 0.810),表明经典相关性被异常值放大了。证明了超出换油间隔的程度与磷酸盐抗磨添加剂的降解之间存在潜在的关系。抗磨添加剂的降解遵循非线性模式,并随着连续超过推荐的更换间隔而加速。研究人员确定了一个退化阈值:机油在超过1万至1.5万公里的间隔后会变得更加明显,而超过1.5万至2万公里的间隔可能会增加发动机部件的磨损和故障风险。废油中磨蚀性金属(Fe, Cu)的含量明显高于新鲜油,其中铁含量特别高(131.67 ppm),间隔超标最大。超过2万km后,磷酸盐抗磨添加剂损耗比超过5000 km时高73%。研究结果为公交车队运营商提供了重要信息,可以更精确地确定发动机换油间隔,从而延长发动机寿命,降低运营成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Degradation of anti-wear additives and tribological properties of engine oils at extended oil change intervals in city buses.

The article presents the results of combined tribological and physicochemical studies of engine oils used in Autosan Sancity M12LF city buses at various mileages exceeding the manufacturer's recommended oil change interval (60,000 km). Semi-synthetic oil of ACEA E4, E7, SAE 10W-40 class was analyzed, with samples taken from five buses with different degrees of interval exceedance (- 19% to + 35%). To address outlier influence, both classical Pearson and a more robust Spearman's rank correlations were applied. While Pearson correlation suggested a very strong relationship (r = - 0.9946) between sulfur content and wear scar diameter, Spearman's robust method confirmed a strong but more reliable association (r = - 0.810), indicating that classical correlation was inflated by outliers. A potential relationship was demonstrated between the degree of oil change interval exceedance and degradation of phosphate anti-wear additives. Anti-wear additive degradation follows a non-linear pattern and accelerates with successive exceedances of the recommended change interval. A degradation thresholds were identified: oil degradation becomes more pronounced after exceeding the interval by 10,000-15,000 km, while exceeding by more than 15,000-20,000 km results in potentialy increased engine component wear and elevated failure risk. The content of abrasive metals (Fe, Cu) in used oils significantly increased compared to fresh oil, with particularly high iron concentration (131.67 ppm) observed in the sample with the greatest interval exceedance. After exceeding the interval by 20,000 km, phosphate anti-wear additive depletion was 73% higher than when exceeding by 5000 km. The research results provide important information for bus fleet operators, allowing more precise determination of engine oil change intervals, which translates into extended engine life and reduced operating costs.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信