Intelligent and Sustainable Manufacturing

Guide for Authors Submit to ISM

Sustainable Machining for Difficult-to-cutting Materials

Deadline for manuscript submissions: 31 March 2025.

Guest Editors (2)

Min Yang
Prof. Dr. Min Yang 
School of Mechanical and Automotive Engineering, Qingdao University of Technology, Qingdao 266520, China 
Interests: High-performance Grinding of Difficult to Machine Materials using Multi Field Empowered Nanofluids
Website: https://mae.qut.edu.cn/info/1038/4206.htm
Cong Sun
Prof. Dr. Cong Sun 
School of Mechanical Engineering and Automation, Northeastern University, Shenyang 110819, China
Interests: Surface Antifatigue Manufacture; Surface Strengthening; Additive Manufacture; Grinding and Polishing
Website: https://www.researchgate.net/profile/Cong-Sun-2

Topic Collection Information

Dear colleagues,

In the context of the international strategy for peak carbon dioxide emissions, sustainable machining has become a hot topic in the manufacturing industry. The use of cutting fluid during the machining process can effectively reduce the machining temperature, thereby solving the problem of part burns at the high thermal coupling boundary. The use of cutting fluid in manufacturing has been widespread for hundreds of years, with an annual global consumption of over 4 million tons of cutting fluid. However, most of these cutting fluids are mineral oil-based lotion, which are unfriendly to the environment and non renewable energy, posing a huge challenge to sustainable machining. Minimum quantity lubrication (MQL) can reduce cutting fluid usage by over 90% and is an effective alternative to traditional flood cooling lubrication. It is increasingly being reported and preliminarily validated. However, MQL only relies on high-pressure gas to remove heat from the cutting area, which is limited to the processing of ordinary material parts with low cutting force and specific energy. Faced with the cutting and grinding of difficult-to-cutting materials (including high toughness materials such as nickel based high-temperature alloys/titanium alloys, hard-brittle materials such as engineering ceramics, and metal based/ceramic based/resin based composite materials with high hardness and toughness), due to the extremely high energy density in cutting, MQL still cannot solve the technical bottleneck of insufficient heat transfer capacity, which limits the application of difficult-to-cutting materials in fields such as aerospace, precision molds, marine equipment, and rail transportation. In recent years, researchers have attempted various emerging sustainable green processing technologies to address the challenge of sustainable manufacturing of difficult-to-cutting materials, including nano-biolubricant MQL machining, multi energy field (including ultrasonic field, electrostatic field, magnetic field, etc.) assisted machining, low-temperature assisted machining, laser assisted machining, micro textured cutting tools and grinding wheels, aiming to improve the processing performance of difficult-to-cutting materials (such as energy saving, improving efficiency and quality, and suppressing processing defects). Based on this, the author team has planned a special issue titled Sustainable Machining for Difficult-to-cutting Materials, aiming to reveal the penetration and film formation mechanism of bio lubricants in the cutting and grinding zone, the removal mechanism of difficult-to-cutting materials in cutting and grinding with multi energy fields, low temperatures, and laser assistance, the preparation and machining performance of micro textured cutting tools and grinding wheels, and to solve the sustainable machining problem of difficult-to-cutting materials.

Topics include but are not limited to:
Nickel based alloy cutting and grinding
Titanium alloys cutting and grinding
Hard-brittle materials cutting and grinding
Composite materials cutting and grinding
Nano-biolubricant MQL machining
Ultrasonic vibration assisted machining
Electrostatic atomization cutting and grinding
Magnetic field assisted cutting and grinding
Cryogenic air MQL machining
Laser assisted machining
Micro textured cutting tools and grinding wheels

Published Papers (5 papers)

Article

29 October 2024

Experimental Study on Cold Plasma Jet (CPJ) Assisted Micro-Milling of 30CrMnSiNi2A

As a typical high-performance alloy, the excellent mechanical properties and stringent processing requirements of 30CrMnSiNi2A high-strength steel pose great challenges to high-quality and efficient processing. Currently, researchers have proposed methods such as improving cutting tool performance, minimal quantity lubrication (MQL), and applying external energy field to assist processing. However, due to the unregulated material properties, the further improvement of surface quality is limited, and there are problems of phase change and thermal damage in laser processing. Cold plasma jet (CPJ) is rich in active particles and has a low macroscopic temperature. It can effectively regulate material properties without causing serious surface damage. Therefore, a new 30CrMnSiNi2A machining approach adopting CPJ is proposed to improve the cutting process. The mechanism of its action on material properties and cutting process is revealed based on single-grain diamond scratching tests and micro-milling tests. The results show that CPJ can promote material fracture and improve material removal efficiency. The material removal efficiency R at 400 mN is increased from 0.433 before treatment to 0.895. Under the optimal processing parameters (feed speed Vf = 800 μm/s, spindle speed n = 40,000 rpm, and milling depth ap = 5 μm), compared with dry micro-milling, the cutting forces Fz, Fx and Fy in CPJ-assisted micro-milling are reduced by 26.5%, 24.8% and 31.3%, respectively. The surface roughness Sa is reduced by 19.3%, and the phenomena of plastic flow and burr are suppressed. The CPJ-assisted machining process proposed in this paper can regulate the material properties to improve the cutting process without causing serious damage to the material, providing a new approach for achieving high-quality and efficient processing of 30CrMnSiNi2A.

Ziheng Wang
Wei Yang
Zhenjing Duan
Shuaishuai Wang
Yuheng Li
Yuyang Zhou
Jiyu  Liu
Jinlong Song
Xin Liu*

Review

16 January 2025

Biological Bone and Replacement Materials in Grinding: Force Model and Processing Capability

Grinding is widely used in orthopedic surgery to remove bone tissue material, but due to the complex and brittle structure of bone, it is prone to mechanical stresses that cause cracks and damage to the bone tissue. Furthermore, bone replacement materials typically have high hardness, strength, and brittleness, which lead to increased tool wear and damage, such as cracks and deformation during grinding. Therefore, ensuring the surface quality of bone and replacement materials during the grinding process has become a critical issue. This necessitates the development of grinding force models that consider various processing parameters, such as feed rate and cutting depth, to guide industrial production. However, currently, research on the grinding force prediction models for bone tissue and its replacement materials is relatively scarce, and there is a lack of corresponding grinding force model reviews for unified guidance. Based on this, this article focuses on bone grinding technology and, conducts a critical comparative analysis of the grinding force models for bone tissue and its replacement materials, and then summarizes the grinding force prediction models in the grinding process of bone tissue and bone replacement materials. First, according to the material types and material removal mechanisms, the materials are categorized into bone tissue, bio-inert ceramics, and bio-alloys, and the material removal process during grinding is analyzed. Subsequently, the grinding force prediction models for each material and the accuracy errors of each model are summarized. The paper also reviews the application of these grinding force prediction models, explaining how processing parameters such as feed rate and cutting depth influence grinding forces and their interrelationship. Finally, in light of the current issues in the grinding of bone tissue and replacement materials, potential future research directions are proposed, aiming to provide theoretical guidance and technical support for improving the grinding quality of bone tissue and its replacement materials.

Xianggang Kong
Chuankun Li
Zhonghao Li
Min Yang*
Xin Cui
Mingzheng Liu
Benkai Li
Yanbin  Zhang
Xiao Ma
Changhe  Li

Article

21 January 2025

Machining Characteristics of Graphene Oxide-Based Nanosuspensions in Abrasive Machining of Single-Crystal Si and SiC

Single-crystal silicon (Si) and silicon carbide (SiC) are core semiconductor materials in communication, lighting, power generation, and transportation. However, their high hardness and wear resistance combined with low fracture toughness have posed significant challenges for high-efficiency and low-damage machining. Aqueous suspensions containing nanoparticle additives have recently been developed for sustainable manufacturing due to their satisfactory tribological performance and environmentally friendly nature. In this work, nanoadditives, including two-dimensional (2D) graphene oxide (GO) nanosheets and zero-dimensional (0D) diamond nanoparticles, were ultrasonically dispersed in water to formulate different GO-based nanosuspensions for achieving high-efficiency and low-damage abrasive machining. The experimental results indicated that GO nanosuspension was a suitable coolant for grinding Si, generating a ground surface of 32 nm in Ra, owing to its great lubricity and excellent resistance against mechanical abrasion. Diamond-GO hybrid nanosuspension demonstrated a synergistic effect in abrasion, lubrication and oxidation, which was thus appropriate for polishing SiC single crystals, leading to approximate 60% and 30% improvements in removal and roughness respectively, in comparison to a commercially available diamond suspension.

Guotao Zhong
Sheng Liu
Xuliang Li
Yikun  Wang
Shuiquan Huang*
Longhua Xu
Dijia Zhang
Baosu  Guo
Chuanzhen Huang*

Review

18 February 2025

Digital Twin and Artificial Intelligence in Machining: A Bibliometric Analysis

The past decade has witnessed an exodus toward smart and lean manufacturing methods. The trend includes integrating intelligent methods into sustainable manufacturing systems purposely to improve the machining efficiency, reduce waste and also optimize productivity. Manufacturing systems have seen transformations from conventional methods, leaning towards smart manufacturing in line with the industrial revolution 4.0. Since the manufacturing process encompasses a wide range of human development capacity, it is essential to analyze its developmental trends, thereby preparing us for future uncertainties. In this work, we have used a Bibliometric analysis technique to study the developmental trends relating to machining, digital twins and artificial intelligence techniques. The review comprises the current activities in relation to the development to this area. The article comprises a Bibliometric analysis of 464 articles that were acquired from the Web of Science database, with a search period until November 2024. The method of obtaining the data includes retrieval from the database, qualitative analysis and interpreting the data via visual representation. The raw data obtained were redrawn using the origin software, and their visual interpretations were represented using the VOSviewer software (VOSviewer_1.6.19). The results obtained indicate that the number of publications related to the searched keywords has remarkably increased since the year 2018, achieving a record maximum of over 80 articles in 2024. This is indicative of its increasing popularity. The analysis of the articles was conducted based on the author countries, journal types, journal names, institutions, article types, major and micro research areas. The findings from the analysis are meant to provide a bibliometric explanation of the developmental trends in machining systems towards achieving the IR 4.0 goals. Additionally, the results would be helpful to researchers and industrialists that intend to achieve optimum and sustainable machining using digital twin technologies.

Dambatta YusufSuleiman*
Qianmeng Li
Benkai Li
Yanbin Zhang
Bo  Zhang
Danyang  Liu
Wenqiang  Zhang
Zhigang  Zhou
Yuewen  Feng
Qingfeng  Bie
Xianxin  Yin
Lesan  Wang
Changhe Li*

Article

25 February 2025

Thermal Characterization Study of Double End Face Grinding Powder Metallurgy Stainless Steel 316L

Double end face grinding machining is a highly efficient surface grinding technique. And grinding temperature is an important factor affecting the surface quality of workpieces. However, it is difficult to monitor the surface temperature of the workpiece in real time because of the covered contact between the grinding wheel and the upper and lower surfaces of the workpiece during the machining process. This paper aims to conduct a mechanistic analysis and experimental investigation of the machining process to address this challenge. Initially, the paper conducts an analysis of the kinematic mechanism, modal analysis, and the grinding force mechanism specific to the double end face grinding process. Afterwards, the mechanisms leading to the generation of grinding heat and the associated heat transfer mechanisms are explored in depth. The paper then proceeds to solve the instantaneous temperature field during double end face grinding by the finite element method (FEM). Furthermore, the micro and macro profile heights of the machined workpiece surfaces are measured and analyzed. The results show that the machined workpiece surface shows a high center and low edge. This is due to the fact that the temperature at the edge of the workpiece is higher than the center during machining, resulting in more material removal. Through these investigations, the study is able to determine the optimal process parameters for the machining process. This in turn improves machining efficiency and product conformity. And these findings not only guide practical production processes but also provide a foundation for future theoretical research in this area.

Yue Lu
Junchao Feng
Cong  Sun*
Kaiyuan Lin
Guanlong Wang
Xin Wang
TOP