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Study on the Fretting and sliding composite wear behavior of Ni-Al bronze under seawater lubrication 海水润滑条件下Ni-Al青铜微动与滑动复合磨损行为研究
IF 5.3 1区 工程技术
Wear Pub Date : 2025-02-07 DOI: 10.1016/j.wear.2025.205901
Zhiwen Yue , Po Zhang , Wenlong Li , Mao Li , Zhaobing Cai , Le Gu
{"title":"Study on the Fretting and sliding composite wear behavior of Ni-Al bronze under seawater lubrication","authors":"Zhiwen Yue ,&nbsp;Po Zhang ,&nbsp;Wenlong Li ,&nbsp;Mao Li ,&nbsp;Zhaobing Cai ,&nbsp;Le Gu","doi":"10.1016/j.wear.2025.205901","DOIUrl":"10.1016/j.wear.2025.205901","url":null,"abstract":"<div><div>Controllable pitch propeller blade bearings experience fretting-sliding composite wear in seawater conditions, yet the underlying mechanisms remain unclear. This study investigates the effects of varying Sliding/Fretting ratios and loads on the wear process. Findings reveal that as the Sliding/Fretting ratio decreases, the wear rate decreases while the average friction coefficient increases. Corrosion can promote the formation of cracks on the material surface. As the load increases, additional cracks and exfoliation become evident at the center of the worn surface, while more grooves are observed in the edge region. The increase in load results in an expansion of the contact area and stress concentration zones, leading to a more extensive area and greater depth of damage to the substrate surface.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"566 ","pages":"Article 205901"},"PeriodicalIF":5.3,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143395477","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
Bearing performances of gas dynamic bearing and friction/wear characteristics of elastic support structure in an oxygen-free atmosphere 无氧环境下气体动力轴承承载性能及弹性支承结构摩擦磨损特性
IF 5.3 1区 工程技术
Wear Pub Date : 2025-02-07 DOI: 10.1016/j.wear.2025.205902
Chuanbing Zhang , Bo Li , Yongjun Cheng , Bi Wang , Yuming Wang , Decai Li , Zixi Wang
{"title":"Bearing performances of gas dynamic bearing and friction/wear characteristics of elastic support structure in an oxygen-free atmosphere","authors":"Chuanbing Zhang ,&nbsp;Bo Li ,&nbsp;Yongjun Cheng ,&nbsp;Bi Wang ,&nbsp;Yuming Wang ,&nbsp;Decai Li ,&nbsp;Zixi Wang","doi":"10.1016/j.wear.2025.205902","DOIUrl":"10.1016/j.wear.2025.205902","url":null,"abstract":"<div><div>Gas dynamic bearing (GDB) has been extensively utilized in micro high-speed rotating machinery. However, the majority of existing research has been confined to conventional air environments. This study aims to address this gap by conducting a comprehensive investigation. Firstly, we compare and monitor the friction/wear characteristics between the bump foil strip and the top foil strip. Secondly, we explore the stiffness characteristics of the elastic support structure in GDB. Additionally, we examine the static and dynamic bearing performance of GDB in both oxygen-free and conventional air environments. Results reveal that in an oxygen-free atmosphere, the friction coefficient between the bump foil strip and the top foil strip, the stiffness of the elastic support structure, the load-carrying capacity, and the dynamic bearing stiffness of GDB are significantly higher than those observed in conventional air environment.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"566 ","pages":"Article 205902"},"PeriodicalIF":5.3,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143420331","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
Mechanical and tribological properties of ATP-modified GF/UHMWPE water-lubricated bearing composites atp改性GF/UHMWPE水润滑轴承复合材料的力学和摩擦学性能
IF 5.3 1区 工程技术
Wear Pub Date : 2025-02-06 DOI: 10.1016/j.wear.2025.205851
Guorui Wei , Xiuli Zhang , Jian Cui , Tao Huang , Gengyuan Gao , Jun Cao , Yuanliang Zhao
{"title":"Mechanical and tribological properties of ATP-modified GF/UHMWPE water-lubricated bearing composites","authors":"Guorui Wei ,&nbsp;Xiuli Zhang ,&nbsp;Jian Cui ,&nbsp;Tao Huang ,&nbsp;Gengyuan Gao ,&nbsp;Jun Cao ,&nbsp;Yuanliang Zhao","doi":"10.1016/j.wear.2025.205851","DOIUrl":"10.1016/j.wear.2025.205851","url":null,"abstract":"<div><div>Filling ultra-high molecular weight polyethylene (UHMWPE) with glass fiber (GF) alone can significantly enhance its wear resistance but does not effectively reduce the friction coefficient. To improve the tribological properties of GF/UHMWPE composite, modified attapulgite (mATP), treated with γ-methacryloxypropyl trimethoxysilane (KH570), was used as the filler. The influence of mATP mass fraction on composite properties was investigated, and the performance of the mATP/modified-GF (mGF)/UHMWPE composites was further examined. The composites were characterized for their melting and crystallization behavior, thermal expansion, surface wettability, hardness, and mechanical properties. Their tribological performance was evaluated through pin-on-disk tests under both dry friction and water lubrication conditions, as well as disk-on-disk water lubrication tests, with 304 stainless steel as the material for the sliding counterface. The worn surface morphology and wear mechanisms of the composites were analyzed. The results indicate that KH570 effectively modifies ATP and GF. Compared to GF/UHMWPE composites, mATP/GF/UHMWPE composites exhibit enhanced mechanical properties. An optimal ATP content decreases the friction coefficient under both dry friction and water-lubrication conditions, enhancing wear resistance. Composites with 4 wt% mATP show optimal performance. Further modification of GF enhances the overall performance of the composite material.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"566 ","pages":"Article 205851"},"PeriodicalIF":5.3,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143350399","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
Effect of ultrasonic nanocrystal surface modification on fuel-lubricated wear mechanisms of thermal spray Al2O3-TiO2 coating 超声纳米晶表面改性对热喷涂Al2O3-TiO2涂层燃料润滑磨损机理的影响
IF 5.3 1区 工程技术
Wear Pub Date : 2025-02-05 DOI: 10.1016/j.wear.2025.205882
Auezhan Amanov , Stephen P. Berkebile
{"title":"Effect of ultrasonic nanocrystal surface modification on fuel-lubricated wear mechanisms of thermal spray Al2O3-TiO2 coating","authors":"Auezhan Amanov ,&nbsp;Stephen P. Berkebile","doi":"10.1016/j.wear.2025.205882","DOIUrl":"10.1016/j.wear.2025.205882","url":null,"abstract":"<div><div>In this study, an Al<sub>2</sub>O<sub>3</sub>-TiO<sub>2</sub> (87%–13 %) coating was deposited onto a hardened SAE 52100 bearing steel using a high-velocity oxygen fuel (HVOF) spraying deposition method to enhance surface durability. The Al<sub>2</sub>O<sub>3</sub>-TiO<sub>2</sub> composite coatings generally exhibit better properties than pure Al<sub>2</sub>O<sub>3</sub> coatings. To further improve wear resistance, the Al<sub>2</sub>O<sub>3</sub>-TiO<sub>2</sub> coating was subjected to ultrasonic nanocrystal surface modification (UNSM) treatment. The effects of UNSM treatment on the microstructure and hardness of the coating were investigated by scanning electron microscopy (SEM), electron-backscattered diffraction (EBSD), X-ray diffraction (XRD), and nanoindentation. The sliding friction and wear resistance of the coatings were assessed using a reciprocating ball-on-disk micro-tribometer under fuel-lubricated (F-24 jet fuel) conditions against an SAE 52100 bearing steel ball. The experimental tribological test results indicated that UNSM-treated coatings exhibited a reduced friction coefficient and enhanced wear resistance compared to untreated coatings. Detailed wear track analysis provided insights into wear degradation mechanisms and elucidated the role of UNSM treatment in improving the fuel-lubricated wear behavior of Al<sub>2</sub>O<sub>3</sub>-TiO<sub>2</sub> coatings.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"566 ","pages":"Article 205882"},"PeriodicalIF":5.3,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143372286","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 characterization of cemented carbide tools in drilling of CFRP-Ti stacks by using modified tribometer 用改进的摩擦计对CFRP-Ti叠层钻进硬质合金刀具的摩擦学特性进行了研究
IF 5.3 1区 工程技术
Wear Pub Date : 2025-02-04 DOI: 10.1016/j.wear.2025.205883
Sharjeel Ahmed Khan , Luis Vilhena , Andre Garcia , Nazanin Emami , Amilcar Ramalho
{"title":"Tribological characterization of cemented carbide tools in drilling of CFRP-Ti stacks by using modified tribometer","authors":"Sharjeel Ahmed Khan ,&nbsp;Luis Vilhena ,&nbsp;Andre Garcia ,&nbsp;Nazanin Emami ,&nbsp;Amilcar Ramalho","doi":"10.1016/j.wear.2025.205883","DOIUrl":"10.1016/j.wear.2025.205883","url":null,"abstract":"<div><div>Cutting tool experiences rapid variation in thrust forces and torque during drilling of carbon fiber reinforced plastic and titanium (CFRP-Ti) stacks due to distinct materials characteristics, leading to complex wear mechanism. Existing tribotests fail to emulate the multifaceted contact situation of tool interacting with multi-materials simultaneously. This work presents a cost-effective modification using hybrid CFRP-Ti split-ring in cross-cylinder configuration to replicate contact situation during the drilling operation. The results showed a high coefficient of friction (COF) of ∼0.5 against Ti6Al4V and ∼0.21 against CFRP ring. Whereas, the test against CFRP-Ti split-ring showed cyclic COF variation, driven by complex synergistic wear mechanism that completely transformed the sliding contact. The modified tribotest results provide applicable estimation of COF variation and synergistic wear mechanism correlating well with WC-Co tool wear experienced in CFRP-Ti stacks drilling.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"566 ","pages":"Article 205883"},"PeriodicalIF":5.3,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143372287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Physical-data-driven fretting wear rate prediction model for GH4169 alloy milling surfaces 基于物理数据的GH4169合金铣削表面微动磨损率预测模型
IF 5.3 1区 工程技术
Wear Pub Date : 2025-02-02 DOI: 10.1016/j.wear.2025.205797
Ke Li , Bowen Chen , Yifeng Luo , Yao Hou , Zijia Wei , Yang Wang , Jing Ni , Zhenbing Cai
{"title":"Physical-data-driven fretting wear rate prediction model for GH4169 alloy milling surfaces","authors":"Ke Li ,&nbsp;Bowen Chen ,&nbsp;Yifeng Luo ,&nbsp;Yao Hou ,&nbsp;Zijia Wei ,&nbsp;Yang Wang ,&nbsp;Jing Ni ,&nbsp;Zhenbing Cai","doi":"10.1016/j.wear.2025.205797","DOIUrl":"10.1016/j.wear.2025.205797","url":null,"abstract":"<div><div>This study provides an insight into the fretting wear properties of the high-temperature alloy GH4169 on milled machined surfaces, a critical manufacturing step that significantly alters the surface integrity of the material and consequently affects its wear behavior. The coefficient of friction, wear volume, wear rate, and wear mechanism were analyzed for milled surfaces with different fretting parameters. A finite element simulation-based fretting wear model is constructed for untreated surfaces, and transfer learning technology is integrated to develop an efficient physical-data dual-driven wear rate prediction model. The model initially captures the wear characteristics of the alloy using simulation data and is then fine-tuned through transfer learning to adapt to the surface state after milling. The study results demonstrate that the combination of finite element simulation and transfer learning method significantly enhances the accuracy of predicting the wear properties of GH4169 alloy. Compared to the model without transfer learning, the prediction accuracy of the model with transfer learning increased to 93.77 % on untreated surfaces and up to 93.43 % on milled machined surfaces. In addition, it was discovered that milling had a limited impact on the friction coefficient of the alloy. However, it significantly modified the fretting wear mechanism and wear resistance. This offers a new perspective for understanding the influence of milling on the wear behavior of materials.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"566 ","pages":"Article 205797"},"PeriodicalIF":5.3,"publicationDate":"2025-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143350400","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 subsurface non-metallic inclusions on rolling contact fatigue behavior in bearing steels - Experimental and numerical investigations 地下非金属夹杂物对轴承钢滚动接触疲劳行为的影响。试验和数值研究
IF 5.3 1区 工程技术
Wear Pub Date : 2025-01-31 DOI: 10.1016/j.wear.2025.205767
Agastya Peela , Adrian Mikitisin , Florian Steinweg , Thomas Janitzky , Alexander Schwedt , Christoph Broeckmann , Joachim Mayer
{"title":"Influence of subsurface non-metallic inclusions on rolling contact fatigue behavior in bearing steels - Experimental and numerical investigations","authors":"Agastya Peela ,&nbsp;Adrian Mikitisin ,&nbsp;Florian Steinweg ,&nbsp;Thomas Janitzky ,&nbsp;Alexander Schwedt ,&nbsp;Christoph Broeckmann ,&nbsp;Joachim Mayer","doi":"10.1016/j.wear.2025.205767","DOIUrl":"10.1016/j.wear.2025.205767","url":null,"abstract":"<div><div>The early failures in rolling bearings made of 100Cr6 (SAE 52100) steel have been observed in various industrial applications, which are associated with high maintenance and downtime costs. The damage is usually characterized in the form of axial cracks or volumetric breakouts on the running surface of the bearing components. Metallographic examinations revealed areas below the raceway that do not react to etching with alcoholic nitric acid and therefore appear visually white. These areas are referred to as “white etching areas” or “WEA” for short. Cracks that lead to bearing damage along these WEA are accordingly referred to as “white etching cracks” (WEC). This subsurface damage initiated from non-metallic inclusions has been identified as the dominant initiation mechanism in the formation of butterflies. This study presents a comprehensive analysis of the intricate mechanisms governing the formation of butterflies in SAE 52100 bearing steel, utilizing multiscale finite element modeling and detailed microstructural investigations. The research offers valuable insights into the role of non-metallic inclusions, such as MnS, in butterfly formation, emphasizing that MnS influences butterfly formation through its size, orientation, and interactions with the inclusion-matrix interface. Moreover, it classifies butterflies into propagating and non-propagating types based on their interactions with the inclusion-matrix interface, revealing that non-propagating butterflies can coexist within the steel without causing bearing failure under specific conditions. In contrast, propagating butterflies, which lead to WEA formation, are unequivocally linked with bearing failure.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"566 ","pages":"Article 205767"},"PeriodicalIF":5.3,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143140713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Electroless Ni-P + diamond-like carbon multilayer: Influence on tribological behaviour of AlSi10Mg produced by powder bed fusion - Laser beam 化学镀Ni-P +类金刚石多层膜:粉末床熔合-激光束法制备AlSi10Mg摩擦学性能的影响
IF 5.3 1区 工程技术
Wear Pub Date : 2025-01-31 DOI: 10.1016/j.wear.2025.205803
Gianluca Di Egidio , Carla Martini , Ehsan Ghassemali , Alessandro Morri
{"title":"Electroless Ni-P + diamond-like carbon multilayer: Influence on tribological behaviour of AlSi10Mg produced by powder bed fusion - Laser beam","authors":"Gianluca Di Egidio ,&nbsp;Carla Martini ,&nbsp;Ehsan Ghassemali ,&nbsp;Alessandro Morri","doi":"10.1016/j.wear.2025.205803","DOIUrl":"10.1016/j.wear.2025.205803","url":null,"abstract":"<div><div>Powder Bed Fusion – Laser Beam (PBF-LB) technology has recently become popular for producing aluminium alloy complex-shaped components. However, the poor surface quality and relatively low hardness limit industrial applications where adequate tribological behaviour is critical. In this context, dry-sliding tests (ball-on-disk vs. Al<sub>2</sub>O<sub>3</sub>) were carried out on PBF-LB AlSi10Mg coated with a Ni-9%P + Diamond-Like Carbon (DLC) multilayer (belonging to the sub-type “hydrogenated amorphous carbon” i.e., <em>a</em>-C:H, with a Cr-W based bond layer), to investigate the influence on tribological behaviour of as-built and heat-treated substrates. Rapid solution treatment (10 min at 510 °C) after Ni-P deposition promoted an important decrease (-49 %) in wear depth compared to non heat-treated Ni-P coating without significantly affecting the coefficient of friction. The multilayer Ni-P + DLC coating further improved the tribological behaviour of the system, reducing about 5 times the coefficient of friction and the wear depth by 2 orders of magnitude compared to uncoated and Ni-P coated conditions. However, applying rapid solution in air after Ni-P deposition may cause interlayer oxidation and then DLC adhesive failure. In conclusion, the multilayer system significantly improved the tribological behaviour of the PBF-LB AlSi10Mg, providing an adequate load-bearing of the DLC topcoat regardless of the substrate microstructure, thus extending its use in sliding applications.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"566 ","pages":"Article 205803"},"PeriodicalIF":5.3,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143420330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tribological properties and lubrication mechanism of oleylamine-modified FeCoNi magnetic nanoparticles as additive in polar synthetic ester oil 聚胺改性FeCoNi磁性纳米颗粒在极性合成酯油中的摩擦学性能及润滑机理
IF 5.3 1区 工程技术
Wear Pub Date : 2025-01-30 DOI: 10.1016/j.wear.2025.205764
Zhengquan Jiang , Jiahao Wu , Chuanwei Qiao , Laigui Yu , Jinglei Bi , Yadong Wang , Zhongzheng Yang , Shengmao Zhang , Yujuan Zhang , Weihua Li
{"title":"Tribological properties and lubrication mechanism of oleylamine-modified FeCoNi magnetic nanoparticles as additive in polar synthetic ester oil","authors":"Zhengquan Jiang ,&nbsp;Jiahao Wu ,&nbsp;Chuanwei Qiao ,&nbsp;Laigui Yu ,&nbsp;Jinglei Bi ,&nbsp;Yadong Wang ,&nbsp;Zhongzheng Yang ,&nbsp;Shengmao Zhang ,&nbsp;Yujuan Zhang ,&nbsp;Weihua Li","doi":"10.1016/j.wear.2025.205764","DOIUrl":"10.1016/j.wear.2025.205764","url":null,"abstract":"<div><div>Synthetic ester oils are crucial for high-precision equipment lubrication. Strongly polar ester oils competitively adsorb with conventional additives, hindering their effectiveness. This paper proposes the use of FeCoNi nanoparticles as the additive for diisooctyl sebacate (DIOS), a polar synthetic ester oil, attempting to overcome the issue of competitive adsorption faced by traditional additives in polar base oils. Specifically, oleylamine-modified FeCoNi (OA-FeCoNi) nanoparticles were prepared as the additive for DIOS base oil by in situ surface modification technique combined with polyol method, a one-pot liquid-phase chemical method. Friction and wear tests as well as adsorption experiments confirmed the strong adsorption capability of OA-FeCoNi nanoparticles on steel surfaces, demonstrating their effectiveness in enhancing lubrication performance. The present approach, hopefully, would shed light on the facile and well available design and fabrication of efficient anti-wear and friction-reducing agents for polar synthetic ester oils.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"566 ","pages":"Article 205764"},"PeriodicalIF":5.3,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143313346","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
Characterizing the contact evolution through the combination of surface roughness parameters in chemical mechanical polishing using a polyurethane polishing pad 结合表面粗糙度参数表征聚氨酯抛光垫化学机械抛光过程中的接触演化
IF 5.3 1区 工程技术
Wear Pub Date : 2025-01-28 DOI: 10.1016/j.wear.2025.205802
Jongmin Jeong, Yeongil Shin, Seunghun Jeong, Haedo Jeong
{"title":"Characterizing the contact evolution through the combination of surface roughness parameters in chemical mechanical polishing using a polyurethane polishing pad","authors":"Jongmin Jeong,&nbsp;Yeongil Shin,&nbsp;Seunghun Jeong,&nbsp;Haedo Jeong","doi":"10.1016/j.wear.2025.205802","DOIUrl":"10.1016/j.wear.2025.205802","url":null,"abstract":"<div><div>The surface texture of the polishing pad used in chemical mechanical polishing (CMP) governs the contact characteristics during material removal. However, quantifying this texture is challenging because of the porous structural characteristics and viscoelastic behavior of polyurethane polishing pads. In this paper, we propose a novel contact characterization parameter that effectively explains material removal by combining it with the polishing pad surface roughness parameter. Experiments were conducted on three types of pads with different surface microstructures, and various combinations of surface roughness parameters were explored using an exhaustive search method based on the coefficient of determination (<span><math><mrow><msup><mi>R</mi><mn>2</mn></msup></mrow></math></span>). A two-dimensional parameter derived as the optimal combination of the root mean square height (<span><math><mrow><msub><mi>R</mi><mi>q</mi></msub></mrow></math></span>) and maximum peak height (<span><math><mrow><msub><mi>R</mi><mi>p</mi></msub></mrow></math></span>) achieved a maximum accuracy of 94.54 % in explaining variations in the material removal rate. This combined parameter demonstrated enhanced explanatory power over single parameters across diverse pad surface conditions and ensured consistently high <span><math><mrow><msup><mi>R</mi><mn>2</mn></msup></mrow></math></span> values without overfitting, even when compared with higher-dimensional combinations. The proposed parameter, representing the relative peak prominence of the overall roughness, enhances our understanding of material removal mechanisms and provides new insights into the contact behavior of surface degradation during continuous wear processes.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"566 ","pages":"Article 205802"},"PeriodicalIF":5.3,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143140708","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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