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  • Article
  • Open Access

Artificial Intelligence for Tool Wear Prediction Under Multiple Cooling Strategies in the Turning of Stainless Steel—AISI 304

  • Pedro Henrique Pires França,
  • Gustavo Henrique Nazareno Fernandes,
  • Lucas Melo Queiroz Barbosa,
  • Márcio Bacci da Silva,
  • Paulo Sérgio Martins,
  • Álisson Rocha Machado and
  • Andre Hatem

High-speed turning of AISI 304 stainless steel is limited by rapid tool wear driven by thermal accumulation and tribological instability. This study compares five cooling/lubrication strategies (dry, flood cooling, MQL, internally cooled tools—...

  • Article
  • Open Access

This study presents an experimental investigation of acoustic emission (AE) generated during gear tooth contact under various operating conditions. A specialized test rig was developed to measure the AE signals originating from the interaction betwee...

  • Article
  • Open Access

On Limiting Shear Stress-Based Friction Modeling Under Boundary Lubrication

  • Armand Tamouafo Fome,
  • Josephine Kelley,
  • Jan Torben Terwey,
  • Florian Pape,
  • Gerhard Poll and
  • Max Marian

The common view is that, in boundary lubrication, the load is transmitted solely through directly contacting asperities due to the extremely limited lubricant availability or lacking hydrodynamic force generation. The asperities may transmit force vi...

  • Article
  • Open Access
76 Views
14 Pages

Kinetics of Growth and Mechanical Characterization of Hard Layers Obtained on the Surface of AISI H13 Steel by the Boriding Process Using a Non-Commercial Mixture

  • Yesenia Sánchez-Fuentes,
  • Rafael Carrera-Espinosa,
  • Raúl Tadeo-Rosas,
  • Cintia Proa-Coronado,
  • José A. Balderas-López,
  • Luz A. Linares-Duarte,
  • Melvyn Alvarez-Vera,
  • José G. Miranda-Hernández and
  • Enrique Hernández-Sánchez

Boriding is a thermochemical process that improves the surface properties of metallic materials, such as wear resistance, hardness, and Young’s modulus. The current work evaluated the kinetics of boride layers formed by boriding on AISI H13 ste...

  • Article
  • Open Access
73 Views
19 Pages

Friction Performance and Wear Emissions of Coated and Uncoated Brake Rotor Materials

  • Matthew Currie,
  • Fabian Limmer,
  • Yue Huang,
  • Carl A. Gilkeson and
  • David C. Barton

The impending Euro 7 regulation will impose strict limits on brake particulate matter (PM) emissions from new light-duty vehicles, driving manufacturers to explore alternative rotor materials and/or surface treatments. This paper evaluates the fricti...

  • Article
  • Open Access
123 Views
19 Pages

Nonlinear Analysis of Dynamic Behavior in a High-Precision Mechanism with a Revolute Clearance Joint

  • Yu Chen,
  • Qingbo Lan,
  • Hongchang Wang,
  • Xuze Wu,
  • Xinzhou Zhang and
  • Kai Wu

Collision and wear are common phenomena in revolute clearance joints, caused by the positional deviation between the journal and bearing centers. The freedom of motion and contact–impact characteristics are reflected in the mechanism’s mo...

  • Article
  • Open Access
157 Views
29 Pages

Rolling bearing faults originate from complex tribodynamic interactions among rolling elements, raceways, and the cage, yielding nonlinear, non-stationary vibration signals that are highly susceptible to noise and operating-condition variations, whic...

  • Article
  • Open Access
171 Views
29 Pages

The present study examines the physicochemical degradation and elemental contamination of marine distillate diesel fuels, which were stored in land-based tanks in operational conditions. Forty-one (41) samples, in compliance with ELOT ISO 8217:2024 w...

  • Article
  • Open Access
144 Views
24 Pages

Spiral-groove dry gas seals are widely used in turbomachinery. However, high-fidelity numerical simulations remain challenging because the gas film is micron-scale and features high shear and pronounced boundary-layer effects, while experimental stud...

  • Article
  • Open Access
224 Views
16 Pages

Investigation into the Impact of Water Contamination and Operating Parameters on the Lubrication Performance of Thrust Bearings

  • Bing Xue,
  • Yongbo Li,
  • Zhi Zhang,
  • Yibing Ren,
  • Ziyi Yang,
  • Ying Xu,
  • Tao Zhao and
  • Youqiang Wang

Water contamination threatens the lubrication stability of thrust bearings in hydro-generator units. This study investigates the coupling effects of inlet oil temperature, rotational speed, and water content (0–200 g/L) on lubrication performan...

  • Article
  • Open Access
236 Views
15 Pages

First-Principles Investigation on the Interlayer Frictional Properties of Graphene, C3N, and C3B Bilayers and Their Heterostructures

  • Jinrui Liu,
  • Jianjun Wang,
  • Shichang Yao,
  • Huiwen Xiang,
  • Bin Zhao,
  • Meng Li and
  • Xuehua Zhang

While graphene-based lubricants are well-studied, the tribological potential of emerging carbon–nitride and carbon–boron 2D materials remains largely unexplored. Herein, by using first-principles calculations implemented in the VASP code,...

  • Article
  • Open Access
240 Views
19 Pages

Preparation and Tribological Properties of Wind Turbine Lubricating Oil Modified by Nano-ZnMgAl Layered Double Hydroxides

  • Hao Xiao,
  • Yihao Zhang,
  • Xueqiang Ding,
  • Mingmin Zheng,
  • Qiuya Tu,
  • Zongde Liu,
  • Jingbin Han,
  • Xin Zhang and
  • Yuan Xu

ZnMgAl layered double hydroxides (LDHs) were synthesised via coprecipitation, and oleic acid and stearic acid were grafted onto their surfaces via dehydration condensation to obtain two nano-lubricant additives, OA-ZnMgAl LDH and SA-ZnMgAl LDH. These...

  • Article
  • Open Access
273 Views
10 Pages

Thermal Management and Lubrication Characteristics of Tungsten Disulfide (WS2) Vegetable-Based Nanolubricants

  • Jose Jaime Taha-Tijerina,
  • Dyana De Leon-Elizondo,
  • Jade Mendieta and
  • Leonardo Taha-Soto

Recent innovations with the aid of nanotechnology are more frequently seen in the industrial sectors. Lubricants are a high-end commodity resource used in many manufacturing processes; unfortunately, most of these lubricants are petroleum-based, whic...

  • Article
  • Open Access
212 Views
17 Pages

Study on the Synergistic Lubrication Mechanism of Nickel and Magnesium Silicate Hydroxide in Molybdenum Disulfide-Based Composite Coatings

  • Hanzhi Yao,
  • Yuting Zhao,
  • Bo Gao,
  • Ruizhe Li,
  • Tianxu Gao,
  • Xiang Liu,
  • Xianhao Gu,
  • Zhongnan Wang and
  • Qiuying Chang

Molybdenum disulfide (MoS2)-based composite systems are widely used as solid lubricating coatings. However, further optimization towards lower friction and higher wear resistance remains necessary to meet the extreme operating conditions and high rel...

  • Article
  • Open Access
276 Views
24 Pages

Current research lacks systematic understanding of cross-scale correlations between micro-texture geometry and macro-lubrication behavior. This study presents a multi-scale collaborative optimization methodology for gear Micro-Textured Meshing Interf...

  • Article
  • Open Access
274 Views
21 Pages

Computer-Aided Development and Experimental Testing of a Multi-Sensor System for a Tilting Pad Journal Bearing

  • Alberto Betti,
  • Gianluca Caposciutti,
  • Enrico Ciulli,
  • Paola Forte,
  • Massimo Macucci,
  • Matteo Nuti and
  • Bernardo Tellini

Tilting pad journal bearings are critical components in high-speed turbomachinery. The use of sensors within the bearing is crucial to ensure operational safety and to validate computational models. The objective of this study is to improve the exper...

  • Article
  • Open Access
334 Views
15 Pages

A Highly Transparent, Self-Healing, and Durable Anti-Fogging Coating for Extreme Environments

  • Jingtao Hu,
  • Ruiqiong Zhang,
  • Yijie Fan,
  • Gang Ji and
  • Xiangfu Meng

Condensation of water vapor into discrete droplets on the surface of transparent optical devices-commonly known as fogging-severely degrades their optical performance. To address this issue, a highly transparent, self-healing, and durable polymer-bas...

  • Article
  • Open Access
272 Views
16 Pages

This study investigates the non-Newtonian effects on liquid film seal performance by considering cavitation and thermoelastic deformation—critical factors in high-pressure sealing applications such as nuclear reactor coolant pumps and aerospace...

  • Article
  • Open Access
286 Views
15 Pages

RUL Prediction Method for Tools Based on Multi-Channel CNN and Cross-Modal Transformer

  • Changfu Liu,
  • Yubai Liu,
  • Xiaoning Sun,
  • Meng Wang,
  • Siqi Feng,
  • Yuelong Li and
  • Jingjing Gao

Excessive tool wear can compromise machining precision and increase costs, rendering accurate tool remaining useful life (RUL) prediction imperative in intelligent manufacturing. Traditional methods exhibit intrinsic limitations in cross-modal modeli...

  • Article
  • Open Access
276 Views
13 Pages

28 February 2026

Lubrication performance dominates the rating life of grease-lubricated pitch bearings. Conventionally, the life modification factor is determined using base oil viscosity, whose validity is rarely verified. This work presents an effective viscosity-b...

  • Review
  • Open Access
324 Views
23 Pages

Friction-Induced Vibration in Ship Water-Lubricated Bearings: A Review

  • Xu Guo,
  • Xincong Zhou,
  • Jian Huang,
  • Ziyang Yan,
  • Yun Yang,
  • Ruichen Liu,
  • Wu Ouyang and
  • Yong Jin

28 February 2026

As key components in efforts to achieve green and sustainable development in machinery, water-lubricated stern bearings are increasingly replacing traditional oil-lubricated bearings. However, water’s inherent properties—such as low visco...

  • Article
  • Open Access
378 Views
17 Pages

Deep Eutectic Solvent Based on Choline Hydroxide for Advanced Aqueous Lubrication

  • Francisco J. Carrión-Vilches,
  • Ana Eva Jiménez,
  • Paloma Mostaza,
  • María-Dolores Bermúdez and
  • María-Dolores Avilés

28 February 2026

A novel deep eutectic solvent (DES) formulated from choline hydroxide has been investigated as an additive for advanced aqueous lubrication. Comprehensive characterization of the DES enabled the determination of its viscosity, wettability, and key sp...

  • Article
  • Open Access
254 Views
29 Pages

27 February 2026

Rotor machining errors strongly influence the air-film pressure distribution of aerostatic spindles and fundamentally limit performance enhancement. However, existing studies rarely provide a comprehensive statistical characterization based on measur...

  • Review
  • Open Access
376 Views
32 Pages

27 February 2026

Conventional tribological materials such as metals, ceramics, and synthetic polymers demand energy-intensive processing and create end-of-life waste. This motivates the search for more sustainable alternatives. Recent research demonstrates that agric...

  • Review
  • Open Access
288 Views
32 Pages

A Review of Nanofluid Minimum Quantity Lubrication Technology Applications in Various Machining Processes

  • Tai Ma,
  • Jie Yang,
  • Jielin Chen,
  • Jiaqiang Dang,
  • Qinglong An and
  • Ming Chen

27 February 2026

With the advancement of high-end manufacturing, the application of difficult-to-machine materials such as titanium alloys and superalloys is becoming increasingly widespread. Their inherent material properties pose challenges during machining, includ...

  • Article
  • Open Access
201 Views
16 Pages

27 February 2026

For optimizing the tribological behaviors of sliding bearing, an equal ratio structure of rectangular micro-grid is well constructed and then filled with the SnAgCu-CaF2 (SC) to form a surface micro/nanostructure. The reciprocating wear tests are per...

  • Article
  • Open Access
310 Views
17 Pages

26 February 2026

Thin-walled partition frame parts are key load-bearing components in aerospace structures. Machining deformation directly affects assembly accuracy and service reliability. During milling, the release of residual stress caused by material removal is...

  • Article
  • Open Access
322 Views
16 Pages

On the Microstructural and Tribological Investigations of WC-12Co/NiCrFeSiAlBC HVOF Cermet Coatings: Effects of WC-12Co Fraction

  • Fida Harabi,
  • Basma Ben Difallah,
  • Faten Nasri,
  • Clisia Aversa,
  • Mohamed Kharrat,
  • Massimiliano Barletta and
  • Antonio Pereira

26 February 2026

Previous research indicates that WC-12Co contents above 60 wt.% in feedstock powders for cermet coatings impair adhesion and wear resistance. This study characterizes NiCrFeSiAlBC coatings—unreinforced or reinforced with 65 wt.% or 85 wt.% WC-1...

  • Article
  • Open Access
249 Views
15 Pages

24 February 2026

In order to prepare alkyl-functionalized reduced graphene oxide more simply, economically and environmentally, we adopt a two-step method of first reduction and then surface grafting. Graphite oxide (GtO) is first exfoliated to thermally-reduced grap...

  • Article
  • Open Access
339 Views
21 Pages

23 February 2026

A significant amount of frictional heat is generated during the braking process of mine-used monorail cranes under heavy-load and low-speed creeping (or reciprocating speed regulation) conditions, causing thermal softening and performance degradation...

  • Review
  • Open Access
1 Citations
330 Views
33 Pages

Key Technologies and Research Progress of Cemented Carbide Bearings in Marine Environments: Materials, Tribology and Reliability

  • Ruichen Liu,
  • Hanhua Zhu,
  • Jian Huang,
  • Ao Chen,
  • Ziyang Yan,
  • Fangxu Sun,
  • Wu Ouyang,
  • Chenxing Sheng,
  • Quan Zou and
  • Hao Xie

23 February 2026

This review provides a comprehensive evaluation of the key technologies and latest advances in cemented carbide bearings for marine environments, such as navigation equipment and deep-sea operations. Given the rigorous performance requirements impose...

  • Article
  • Open Access
269 Views
16 Pages

21 February 2026

With the development of manufacturing towards stricter precision requirements and increasingly complex geometric shapes, dimensional accuracy has become a key factor affecting precision engineering components used in many industries. Effective coolin...

  • Article
  • Open Access
331 Views
20 Pages

20 February 2026

Condition monitoring of rolling bearings is essential for ensuring the reliability of mechanical systems operating under severe or insufficient lubrication conditions. This study proposes a fault diagnosis framework that integrates tribological inter...

  • Article
  • Open Access
498 Views
19 Pages

19 February 2026

In this study, boron carbide (B4C), hexagonal boron nitride (hBN), holy super graphene (HSG), and hybrid (B4C+hBN+HSG) nano-additives were added to SAE 15W-40 diesel engine oil at a range of 0.03–0.24 g per 30 mL of oil, and reciprocating tribo...

  • Article
  • Open Access
388 Views
19 Pages

18 February 2026

High-power clutches operating under high-frequency engagement–disengagement cycles demand piston ring seals with exceptional leakage control and tribological reliability. Conventional architectures often experience lubrication failure and sever...

  • Feature Paper
  • Article
  • Open Access
417 Views
17 Pages

Lubricating Properties of Oil-Based Solutions Containing Graphene as Additive

  • Luís Vilhena,
  • Barnabas Erhabor,
  • Tsering Wangmo,
  • Bruno Figueiredo and
  • Amílcar Ramalho

16 February 2026

Graphene, a 2D carbon allotrope with a hexagonal atomic structure, exhibits an exceptionally low friction coefficient of approximately 0.004, making it a superior alternative to traditional lubricants. This research investigates the performance of gr...

  • Article
  • Open Access
437 Views
22 Pages

15 February 2026

To enhance the load-carrying capacity and operational stability of dry gas seal gas films while reducing gas leakage, and to provide a theoretical basis for structural optimization and innovation of face seals, a numerical model of gas film lubricati...

  • Article
  • Open Access
355 Views
30 Pages

A Novel Assessment Model for the Sustainability of Clean Cutting Technology Based on Game Theory

  • Zewen Li,
  • Wei Zhao,
  • Junjie Hu,
  • Peng Zhao,
  • Liang Li and
  • Feng Kong

14 February 2026

To enhance the sustainability of manufacturing, various clean cutting technologies have been developed, yet their sustainability assessment faces challenges in balancing multiple conflicting objectives and stakeholder interests. This paper proposes a...

  • Article
  • Open Access
407 Views
19 Pages

12 February 2026

With the significant increase in the number of motor vehicles in plateau regions, the adaptability and reliability requirements of diesel engines operating under high-altitude and cold conditions have become increasingly critical. In this study, a on...

  • Article
  • Open Access
353 Views
26 Pages

Tribological and Micro-Mechanical Behaviors of Advanced Polyethylene (HDPE) by Radiation

  • Martin Ovsik,
  • Adam Cesnek,
  • Adam Pis,
  • Klara Fucikova and
  • Michal Stanek

12 February 2026

This study examines the tribological and micro-mechanical behavior of high-density polyethylene (HDPE), which has been advanced to the class of advanced polymers through electron beam irradiation (irradiation dose of 33 kGy to 198 kGy). The tribologi...

  • Article
  • Open Access
326 Views
29 Pages

12 February 2026

Excavators are critical equipment in mining, construction, and other fields. The four-point contact slewing bearings used in their slewing mechanisms operate under harsh conditions such as heavy loads and impacts. Furthermore, the bearing rings are p...

  • Article
  • Open Access
500 Views
22 Pages

12 February 2026

The results of experimental tests of six various water-lubricated bearings are described. Tests were performed under conditions typical for marine stern tube bearings. The acquired low-friction coefficient values indicated that the bearings operated...

  • Article
  • Open Access
367 Views
20 Pages

Macroscale Superlubricity in Water-Based Systems on Electroless Ni–P Coatings via P-Content Optimization and Tribofilm Control

  • Qinglin Ye,
  • Huijie Zhang,
  • Yuzhen Liu,
  • Juan Jin,
  • Kai Le,
  • Shusheng Xu,
  • Xiaoming Gao and
  • Lijun Weng

12 February 2026

Electroless Ni–P coatings are widely used for corrosion and wear protection, yet their ability to deliver water-based superlubricity and the role of phosphorus content remain insufficiently understood. Here, electroless Ni–P coatings with...

  • Article
  • Open Access
513 Views
19 Pages

11 February 2026

This paper examines the impact of pad-to-pad manufacturing variations in three-lobe journal bearings on system-level rotordynamics. Two sources of non-uniform clearance were studied: dissimilar pad clearance and preload. Both were varied independentl...

  • Article
  • Open Access
395 Views
17 Pages

10 February 2026

This study investigates the synthesis and physicochemical characterization of biolubricant base oils derived from sunflower oil methyl esters (SUNOMEs) via transesterification with trimethylolpropane (TMP) using guanidine carbonate (GNDC) as a green...

  • Article
  • Open Access
354 Views
22 Pages

10 February 2026

The sliding shoe bearing serves as a critical rotary support component in large grinding mills. The deformation of the hollow shaft under operating conditions is a pivotal factor governing the uniformity and stability of the lubricating oil film thic...

  • Article
  • Open Access
380 Views
23 Pages

10 February 2026

Misalignment of the herringbone groove radial bearing can lead to changes in performance and system abnormalities. To investigate the effects of different misalignment modes and magnitudes on the HGJB-rotor system, a coupled dynamic model was establi...

  • Article
  • Open Access
394 Views
22 Pages

Effect of TiO2 and SiO2 Nanoparticles on Traction, Wear, and High-Shear Viscosity of PAG Lubricants Under Elastohydrodynamic (EHL) Conditions for Refrigeration Systems

  • Mohd Zaki Sharif,
  • Mohd Syafiq Abd Aziz,
  • Mohd Farid Ismail,
  • Mohd Fadzli Bin Abdollah,
  • Abdul Aziz Mohamad Redhwan,
  • Nor Azazi Ngatiman and
  • Anwar Ilmar Ramadhan

This study tests TiO2 and SiO2 nanolubricants in PAG oil using a Mini Traction Machine and an Ultra Shear Viscometer. The loads were 20 N and 40 N. The entrainment speeds ranged from 2.5 to 500 mm/s. The slide-to-roll ratio (SRR) ranged from 25 to 15...

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Lubricants - ISSN 2075-4442