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Evolutionary trends and research hotspots in electrochemical machining: A bibliometric analysis from 2010 to 2023

机译:电化学加工的发展趋势与研究热点——基于2010-2023年的文献计量分析

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Electrochemical Machining has played an important role in solving manufacturing scenarios with difficult-tomachine materials, complex shapes, special requirements, and many other aspects. To systematically grasp the evolutionary trends, current status, and hotspots of research in the field of Electrochemical Machining, data analysis and mining of literature big data in the field of Electrochemical Machining from 2010 to 2023 were conducted, and graph visualization analysis was carried out. The research results indicate that: 1) Electrochemical Machining is highly valued by research institutions in various countries, with steady growth in research results and relatively high funding for research projects. China is in a leading position in terms of the number of papers and funding;2) A certain degree of cooperation has been formed globally around the research of Electrochemical Machining, and the cooperation between research institutions has obvious regional characteristics; 3) The research level of Electrochemical Machining has gradually deepened from theoretical research to interdisciplinary application research in materials science, energy, engineering, technology, and other fields. Research on machine learning based Electrochemical Machining has received increasing attention, and artificial neural networks have achieved new results in processing optimization applications. Artificial intelligence is the key technology and cutting-edge direction in the next stage of Electrochemical Machining research.
机译:电化学加工在解决材料难加工、形状复杂、特殊要求等诸多方面的制造场景方面发挥了重要作用。为系统把握电化学加工领域的演进趋势、现状和研究热点,开展了2010—2023年电化学加工领域文献大数据的数据分析和挖掘,并进行了图可视化分析。研究结果表明:1)电化学加工受到各国研究机构的高度重视,研究成果稳步增长,研究项目经费相对较高。中国在论文数量和经费方面处于领先地位;2)在全球范围内围绕电化学加工研究已形成一定程度的合作,研究机构之间的合作具有明显的地域性特征;3)电化学加工的研究水平从理论研究逐步向材料科学、能源、工程、技术等领域的交叉学科应用研究深化。基于机器学习的电化学加工研究越来越受到重视,人工神经网络在加工优化应用中取得了新的成果。人工智能是下一阶段电化学加工研究的关键技术和前沿方向。

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