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Wear behavior of coated cermet/carbide tools during high-speed turning of 18CrNiMo7-6 steel and its associated surface integrity evaluations 18CrNiMo7-6钢高速车削时涂层陶瓷/硬质合金刀具的磨损行为及其表面完整性评价
IF 5.3 1区 工程技术
Wear Pub Date : 2025-05-10 DOI: 10.1016/j.wear.2025.206121
Yinxia Zhang , Jinyong Han , Sen Cao , Xiyang Song , Xiaodong Yan , Fuquan Nie , Zhenlong Peng
{"title":"Wear behavior of coated cermet/carbide tools during high-speed turning of 18CrNiMo7-6 steel and its associated surface integrity evaluations","authors":"Yinxia Zhang ,&nbsp;Jinyong Han ,&nbsp;Sen Cao ,&nbsp;Xiyang Song ,&nbsp;Xiaodong Yan ,&nbsp;Fuquan Nie ,&nbsp;Zhenlong Peng","doi":"10.1016/j.wear.2025.206121","DOIUrl":"10.1016/j.wear.2025.206121","url":null,"abstract":"<div><div>The wear behavior and surface integrity of carbide tools during high-speed machining have been widely investigated; however, those of cermet tools have not been investigated in depth. Therefore, this study compares the tool life and wear behavior of cermet and carbide tools during high-speed turning of 18CrNiMo7-6 steel and compares the surface integrity of the workpieces acquired under different wear states. Results show that the tool life of the cermet tools improved by up to 5.6 times compared to the carbide tools. Additionally, as the cutting speed (<em>v</em>) increases, the tool life of the cermet tools increases by 83 %, whereas that of the carbide tools decreases by 58.3 %. The primary wear mode of the cermet tools was oxidative wear for <em>v</em> = 100 and 160 m/min, whereas that of the carbide tools was coating peeling. However, at <em>v</em> = 220 m/min, both tools exhibited coating peeling and notch wear. Moreover, surface roughness, surface microhardness, and residual compressive stress increased with the progression of tool wear. These findings reveal that cermet tools are more suitable for high-speed turning and are superior to carbide tools in tool life and machined surface integrity, thereby ensuring high-quality machining and improved machining efficiency.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"576 ","pages":"Article 206121"},"PeriodicalIF":5.3,"publicationDate":"2025-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144068030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multiscale heterostructure construction and dislocation density modulation for enhanced wear resistance in novel Al0.25FeCoNiVTi0.1 high-entropy alloy 新型Al0.25FeCoNiVTi0.1高熵合金的多尺度异质结构和位错密度调制增强耐磨性
IF 5.3 1区 工程技术
Wear Pub Date : 2025-05-10 DOI: 10.1016/j.wear.2025.206120
Wenjuan Xing , Zhonghan Yu , Xianke Li , Hongyang Zhang , Hao Wu , Zhenqiao Zhang , Zhijie Zhang , Changyi Liu , Hongwei Zhao
{"title":"Multiscale heterostructure construction and dislocation density modulation for enhanced wear resistance in novel Al0.25FeCoNiVTi0.1 high-entropy alloy","authors":"Wenjuan Xing ,&nbsp;Zhonghan Yu ,&nbsp;Xianke Li ,&nbsp;Hongyang Zhang ,&nbsp;Hao Wu ,&nbsp;Zhenqiao Zhang ,&nbsp;Zhijie Zhang ,&nbsp;Changyi Liu ,&nbsp;Hongwei Zhao","doi":"10.1016/j.wear.2025.206120","DOIUrl":"10.1016/j.wear.2025.206120","url":null,"abstract":"<div><div>High-entropy alloys (HEAs) have emerged as promising candidates for wear-resistant applications in advanced manufacturing. In this study, a novel HEA, Al<sub>0</sub>.<sub>25</sub>FeCoNiVTi<sub>0</sub>.<sub>1</sub>, was designed with multiscale precipitated phases. The alloy's microstructure and dislocation density were further tailored via hot rolling followed by annealing treatments. Although the as-rolled condition exhibited the highest strength and hardness, its excessive dislocation density caused localized stress concentrations and microcrack formation, undermining the integrity of the oxide film and resulting in the poorest wear resistance. In contrast, the sample subjected to hot rolling and subsequent moderate annealing for 2 h (HR-2h) demonstrated significantly enhanced wear performance, achieving a 15.6 % reduction in the coefficient of friction and a 28.7 % decrease in wear rate relative to the homogenized state, despite exhibiting slightly lower strength and hardness. This enhancement is attributed to the synergistic effects of multiscale precipitates, which improved resistance to shear deformation and facilitated the formation of a dense, stable oxide film that effectively mitigated wear damage. Notably, the HR-2h sample also exhibited excellent high-temperature wear resistance, with the wear rate at 873 K reduced by approximately 83.7 % compared to that at room temperature. These findings challenge the traditional assumption that higher hardness correlates with better wear resistance and highlight the critical role of microstructural heterogeneity and dislocation density modulation in optimizing tribological performance. This work provides both a theoretical foundation and a practical strategy for the design of advanced wear-resistant materials.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"576 ","pages":"Article 206120"},"PeriodicalIF":5.3,"publicationDate":"2025-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143942729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Anti-wear effects of modified graphene/nanodiamond hybrid additives in lubricating oils 改性石墨烯/纳米金刚石杂化添加剂在润滑油中的抗磨效果
IF 5.3 1区 工程技术
Wear Pub Date : 2025-05-09 DOI: 10.1016/j.wear.2025.206116
Tiancheng Ouyang , Xiuyang Sun , Xiaoyu Tuo , Yang Yang , Qiaoyang Deng , Shaohui Qin
{"title":"Anti-wear effects of modified graphene/nanodiamond hybrid additives in lubricating oils","authors":"Tiancheng Ouyang ,&nbsp;Xiuyang Sun ,&nbsp;Xiaoyu Tuo ,&nbsp;Yang Yang ,&nbsp;Qiaoyang Deng ,&nbsp;Shaohui Qin","doi":"10.1016/j.wear.2025.206116","DOIUrl":"10.1016/j.wear.2025.206116","url":null,"abstract":"<div><div>Ordinary lubricants cannot prevent severe wear and accompanying vibration noise under heavy load conditions. To solve this problem, ricinoleic acid modified graphene is prepared and synthesized with PAO 6 and nanodiamond to form hybrid lubricants with excellent performance. In the test, friction pairs are balls and plates made of austenitic stainless steel. Under the condition of 10 N–120 rpm - 0.088 m/s, the friction coefficient and wear volume of the 0.1 wt%:0.1 wt% hybrid particles lubricant are reduced by 64 % and 71 %, respectively. The average noise sound pressure level is decreased by 3.6 dB(A), and the vibration and noise peaks are inhibited. The lubrication mechanism of hybrid particles is to reduce frictional wear by polishing effect, filling effect and stable friction film, and the impact absorption effect of their microstructures can inhibit friction-induced vibration and noise.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"576 ","pages":"Article 206116"},"PeriodicalIF":5.3,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143935574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on deformation induced self-compensating friction mechanism on composite textured surfaces of GCr15
IF 5.3 1区 工程技术
Wear Pub Date : 2025-05-09 DOI: 10.1016/j.wear.2025.206119
Suoxiao Wang , Guirong Yang , Wenming Song , Ying Ma
{"title":"Study on deformation induced self-compensating friction mechanism on composite textured surfaces of GCr15","authors":"Suoxiao Wang ,&nbsp;Guirong Yang ,&nbsp;Wenming Song ,&nbsp;Ying Ma","doi":"10.1016/j.wear.2025.206119","DOIUrl":"10.1016/j.wear.2025.206119","url":null,"abstract":"<div><div>This study advances tribological performance in GCr15-bearing steel through the innovative design of groove-textured surfaces with solid lubricant-filled textures. Surface grooves of varying spacings, filled with an EP/FGi composite lubricant, were systematically tested using a ball-on-disk wear tester to assess their friction-reducing efficacy. Optimal lubrication was achieved with a groove spacing of 1.6 mm, yielding a friction coefficient of 0.198—a reduction of 76 % compared to untextured surfaces (0.827). This substantial decrease is attributed to an “extrusion spreading” mechanism, where EP/FGi in the grooves forms a protective lubricating film at the contact interface, reducing direct metal contact and enhancing self-lubrication. Finite element analysis further revealed that groove spacing influences GCr15's plastic deformation under stress, driving EP/FGi to extrude from grooves and form a stable transfer film, enabling sustained lubrication through a self-compensating effect. These findings provide theoretical guidance for optimizing groove texture geometry and assessing wear characteristics, underscoring a promising approach to enhancing wear resistance in high-performance bearing applications.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"576 ","pages":"Article 206119"},"PeriodicalIF":5.3,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143942799","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On the influence of carbides in laser-cladded coating on friction, wear, and airborne particle emissions of disc brakes 激光熔覆层中碳化物对盘式制动器摩擦、磨损及空气粒子排放的影响
IF 5.3 1区 工程技术
Wear Pub Date : 2025-05-06 DOI: 10.1016/j.wear.2025.206107
Bassent Dridi , Rikard Hjelm , Lucia Lattanzi , Samuel Awe , Joakim Pagels , Jens Wahlström , Yezhe Lyu
{"title":"On the influence of carbides in laser-cladded coating on friction, wear, and airborne particle emissions of disc brakes","authors":"Bassent Dridi ,&nbsp;Rikard Hjelm ,&nbsp;Lucia Lattanzi ,&nbsp;Samuel Awe ,&nbsp;Joakim Pagels ,&nbsp;Jens Wahlström ,&nbsp;Yezhe Lyu","doi":"10.1016/j.wear.2025.206107","DOIUrl":"10.1016/j.wear.2025.206107","url":null,"abstract":"<div><div>Recently, it has become a focus to reduce non-exhaust aerosol emissions from the transport sector. One possible way to decrease brake particle emissions is by laser-cladding coatings onto brake discs. This work tested five different laser-cladding coated brake discs against a non-asbestos organic brake pad. The performance of these coatings was compared to a commercial grey cast iron brake disc tested against both low-metallic and non-asbestos organic brake pads. A specialized experimental system composed of a pin-on-disc tribometer, an aerodynamic particle sizer (APS) spectrometer, and a condensation particle counter (CPC) was employed to compare wear mass loss, coefficient of friction, particle number and mass concentration, and size distribution. The worn surfaces of pads and discs were analysed using scanning electron microscopy and energy-dispersive X-ray spectroscopy. The results showed that the tungsten carbide-reinforced laser-cladded coating exhibited the lowest wear and particle number concentration compared to the other coatings and the commercial references.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"576 ","pages":"Article 206107"},"PeriodicalIF":5.3,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143935573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of tempering temperature on tribological behavior and damage characteristics of quenched U75V rail steel 回火温度对淬火U75V钢轨钢摩擦学性能及损伤特性的影响
IF 5.3 1区 工程技术
Wear Pub Date : 2025-04-28 DOI: 10.1016/j.wear.2025.206103
Taoshuo Bai , Wenfeng Gao , Jingmang Xu , Hui Zhu , Jian Yang , Kai Wang , Yao Qian , Ping Wang , Rong Chen , Lu Li
{"title":"Influence of tempering temperature on tribological behavior and damage characteristics of quenched U75V rail steel","authors":"Taoshuo Bai ,&nbsp;Wenfeng Gao ,&nbsp;Jingmang Xu ,&nbsp;Hui Zhu ,&nbsp;Jian Yang ,&nbsp;Kai Wang ,&nbsp;Yao Qian ,&nbsp;Ping Wang ,&nbsp;Rong Chen ,&nbsp;Lu Li","doi":"10.1016/j.wear.2025.206103","DOIUrl":"10.1016/j.wear.2025.206103","url":null,"abstract":"<div><div>The combined quenching and tempering treatment of railway rails is expected to simultaneously improve the wear resistance and fatigue resistance. However, the effects of tempering temperature on the tribological behavior and fatigue damage of quenched rails, as well as the underlying mechanisms, remain unclear. Therefore, in this study, friction and wear tests were conducted on quenched rails at different tempering temperatures to assess their damage. The results show that increasing the tempering temperature alleviates the initiation and propagation of large-area cracks on the rail surface, with large-angle cracks near 90° in the section transforming into inclined cracks similar to those observed in ordinary rails. Thus, the increase in tempering temperature reduces the material's brittleness and enhances its fatigue resistance.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"576 ","pages":"Article 206103"},"PeriodicalIF":5.3,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tribological performance of hBN and graphene-enriched hybrid nanofluids on tool wear and hole surface quality in drilling: A comparative study on WAAM and wrought Inconel 625 hBN和石墨烯混合纳米流体的摩擦学性能对钻头磨损和孔表面质量的影响:WAAM和变形Inconel 625的对比研究
IF 5.3 1区 工程技术
Wear Pub Date : 2025-04-28 DOI: 10.1016/j.wear.2025.206090
Prameet Vats , Navneet Khanna , Avinash Kumar , Kishor Kumar Gajrani
{"title":"Tribological performance of hBN and graphene-enriched hybrid nanofluids on tool wear and hole surface quality in drilling: A comparative study on WAAM and wrought Inconel 625","authors":"Prameet Vats ,&nbsp;Navneet Khanna ,&nbsp;Avinash Kumar ,&nbsp;Kishor Kumar Gajrani","doi":"10.1016/j.wear.2025.206090","DOIUrl":"10.1016/j.wear.2025.206090","url":null,"abstract":"<div><div>Machining Inconel alloys presents considerable challenges due to their high strength, hardness, and heat resistance, which often results in faster tool wear, poor surface polish, higher cutting temperature, and energy consumption. These challenges are exacerbated by additively manufactured Inconel 625, as its anisotropic properties make machining more difficult. This study focuses on drilling Inconel 625, a widely used nickel-based superalloy, owing to its critical role in various industrial applications. Drilling operations are essential in areas such as aerospace manufacturing, where precision, hole quality, and efficiency are of utmost importance. The study aims to enhance the machinability of wire-arc additively manufactured (WAAMed) Inconel 625 by employing sustainable nanofluids strategies. Hexagonal boron nitride (hBN), graphene-based mono nanofluids, and hybrid nanofluids were synthesised. Further, the nanofluids were thoroughly characterized for their volumetric specific heat capacity, wettability, and dynamic viscosity. A hybrid nanofluid with (hBN to graphene) exhibited excellent lubricating and cooling performance. The machinability of both WAAM IN625 and wrought IN625 was evaluated under dry conditions, hBN and graphene mono nanofluids, and hybrid nanofluid-assisted drilling, focusing on metrics such as surface cutting temperature, surface roughness, hole circularity deviation, and tool wear and morphology. Results demonstrated that the hybrid nanofluid environment offered substantial advantages over dry machining, including a 37–41 % reduction in cutting surface temperature, a 41–45 % improvement in surface quality and a 53–54 % decrease in circularity deviation for both WAAM and wrought IN625. Furthermore, tool wear was minimised, with less adhesion and abrasive wear, resulting in a much longer tool life.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"574 ","pages":"Article 206090"},"PeriodicalIF":5.3,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143894661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing the wear resistance of polycrystalline diamond tools in Cf/SiC machining via ion implantation 离子注入提高多晶金刚石刀具在Cf/SiC加工中的耐磨性
IF 5.3 1区 工程技术
Wear Pub Date : 2025-04-26 DOI: 10.1016/j.wear.2025.206099
Jiaming Jiang, Wenxiang Zhao, Lijing Xie
{"title":"Enhancing the wear resistance of polycrystalline diamond tools in Cf/SiC machining via ion implantation","authors":"Jiaming Jiang,&nbsp;Wenxiang Zhao,&nbsp;Lijing Xie","doi":"10.1016/j.wear.2025.206099","DOIUrl":"10.1016/j.wear.2025.206099","url":null,"abstract":"<div><div>Machining carbon fiber-reinforced silicon carbide (Cf/SiC) composites is hindered by rapid tool wear, even with the hardest available polycrystalline diamond (PCD) tools. This study explores ion implantation to enhance the wear resistance of PCD tools. The effects of ion type, energy, and dose on the surface morphology, chemical composition, and microstructure of PCD materials were investigated. Tool wear tests were conducted to assess the performance of ion-implanted tools. The results show that hydrogen-ion-implanted tools exhibit the best wear resistance, increasing tool life by 18.7 %. Hydrogen ion implantation induces the amorphous layer with high sp<sup>3</sup> content on the diamond surface, and induces a large number of defects such as dislocation and even nanocrystals inside the binder cobalt. The amorphous layer reduces grain anisotropy, mitigating cleavage wear, while dislocation and fine-grain strengthening of the binder cobalt help reduce intergranular wear of the diamond grains.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"574 ","pages":"Article 206099"},"PeriodicalIF":5.3,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143891160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adapting a scaled twin-disc device for tread braking investigations based on an ad-hoc thermal similitude model 采用基于特殊热相似模型的双盘装置进行胎面制动研究
IF 5.3 1区 工程技术
Wear Pub Date : 2025-04-26 DOI: 10.1016/j.wear.2025.206105
Matteo Magelli, Rosario Pagano, Nicolò Zampieri
{"title":"Adapting a scaled twin-disc device for tread braking investigations based on an ad-hoc thermal similitude model","authors":"Matteo Magelli,&nbsp;Rosario Pagano,&nbsp;Nicolò Zampieri","doi":"10.1016/j.wear.2025.206105","DOIUrl":"10.1016/j.wear.2025.206105","url":null,"abstract":"<div><div>The present paper shows the design of a scaled tread braking system to be included in a scaled twin-disc system, to carry out thermomechanical investigations on wheel and shoe materials. The test bench consists of two discs, pressed against each other, simulating the wheel-rail contact. A pneumatic cylinder pushes scaled brake shoes against the wheel tread surface, and a fan-nozzle device improves convection cooling. As a major novelty, both systems are designed to comply with a new thermal scaling method, that is specifically identified to obtain the same temperature field on the scaled twin-disc as for a full-scale system. The paper thoroughly describes the mathematical background of the new thermal scaling method, which is then preliminarily validated with finite element thermal models for both the brake block and wheel. The greatest advantage of the final twin-disc configuration is that it allows to carry out investigations of wheel-rail wear phenomena as well as studies on the thermomechanical interaction between wheels and brake shoes, while adhering to scaling rules that corroborate the validity of the experimental results.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"574 ","pages":"Article 206105"},"PeriodicalIF":5.3,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143881746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on node-improved energy dissipation wear model for fretting fatigue prediction in railway press-fit shaft 基于节点改进的铁路压合轴微动疲劳耗散模型研究
IF 5.3 1区 工程技术
Wear Pub Date : 2025-04-26 DOI: 10.1016/j.wear.2025.206104
Hang Wang , Lijun Zhang , Weijian Zhang , Hongtao Li , Hong Chi , Kai Yang , Jixu Zhou , Li Ai
{"title":"Research on node-improved energy dissipation wear model for fretting fatigue prediction in railway press-fit shaft","authors":"Hang Wang ,&nbsp;Lijun Zhang ,&nbsp;Weijian Zhang ,&nbsp;Hongtao Li ,&nbsp;Hong Chi ,&nbsp;Kai Yang ,&nbsp;Jixu Zhou ,&nbsp;Li Ai","doi":"10.1016/j.wear.2025.206104","DOIUrl":"10.1016/j.wear.2025.206104","url":null,"abstract":"<div><div>As a key component of the traveling system of high-speed trains, the axle is crucial for its safe operation. The current research on the fretting wear and fatigue development of shafts suffers from the problems of low local simulation accuracy of the wear model and the lack of detection and validation methods for the dynamic expansion of wear and fatigue. To this end, this study firstly proposes a new node-improved form of energy dissipation wear model, which is more sensitive to the contact behavior of the asperity body in the overfilled region and the energy transfer process; it exhibits wear prediction results that are closer to the actual situation than the traditional model and improves the prediction accuracy of the corresponding relationship between the cycle time and the wear fatigue crack extension. Secondly, the acoustic emission deep learning detection and validation method of shaft wear fatigue under dynamic rotation is developed; 75,480 wear fatigue signal time-frequency map datasets are established with shaft dynamic rotation experiments, and the convolutional self-encoder and multi-head attention mechanism recognition and detection network are trained. The recognition accuracy of the wear fatigue damage stage reaches 87.4 %. This study shows that the node-improved energy dissipation model combined with acoustic emission dynamic rotation wear fatigue detection can accurately assess the effect of shaft fretting wear on fatigue development.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"574 ","pages":"Article 206104"},"PeriodicalIF":5.3,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143881747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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