基于多准则决策的未来机器人控制研究的识别和优先级

IF 1.4 4区 工程技术 Q3 ENGINEERING, MECHANICAL Transactions of FAMENA Pub Date : 2020-11-06 DOI:10.21278/tof.44302
R. U. Baig, S. Dawood, Mohamed Mansour, T. Tawfeek
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引用次数: 2

摘要

进行科学探索的研究人员与能够利用研究成果的实践者之间的差距是众所周知的。此外,虽然从业者非常重视研究,但他们并没有阅读很多研究论文。本文试图使用层次分析法(AHP)来定义和优先考虑机器人技术的未来研究。15个研究方案和差距、5个绩效标准、8个行业类型和6个生产过程,由学术界和实践者调查,被过滤为6个方案、4个绩效标准、3个行业类型和3个生产过程,分别基于决策中最重要的因素。随后,它们被Expert Choice软件分析。这项研究旨在弥合学术界和机器人研究实践者之间的差距,并开展与工业相关的研究。结果表明,多机器人控制研究占26.8%,其次是安全控制研究占23.3%,机器人远程监控研究占19.0%。力控领域的研究占比17.8%,排在第四位,3D视觉和无线通信领域的研究占比分别为8.4%和6.4%。基于这些结果,参与机器人研究的学者应该将他们的精力放在AHP模型中获得最高优先级的研究活动上。
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Identifying and Prioritising Future Robot Control Research with Multi-Criteria Decision-Making
The gap between researchers who carry out scientific exploration and practitioners who can make use of the research results is well known. In addition, while practitioners place a high value on research, they do not read many research papers. This paper attempts to define and prioritise future research in robotics using the analytical hierarchy process (AHP). Fifteen research alternatives and gaps, five performance criteria, eight industry types, and six production processes, investigated by both academics and practitioners, are filtered to six alternatives, four performance criteria, three industry types, and three production processes, respectively, based on the most important factors in decision-making. Subsequently, they are analysed by the Expert Choice software. This research aims at bridging the gap between academics and practitioners in robotics research and at conducting research that is relevant to industry. The results indicate that the research in multi-robot control ranked first with 26.8%, followed by the research in safe control with 23.3% and the research in remote robot supervision with 19.0%. The research in force control ranked fourth with 17.8%, followed by the research in 3D vision and wireless communication with 8.4% and 6.4%, respectively. Based on the results, the academics involved in robotics research should direct their effort to the research activities that received the highest priority in the AHP model.
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来源期刊
Transactions of FAMENA
Transactions of FAMENA 工程技术-材料科学:综合
CiteScore
2.20
自引率
30.80%
发文量
15
审稿时长
>12 weeks
期刊介绍: The journal publishes research and professional papers in the following fields: Aerospace Engineering; Automotive Engineering; Biomechanics; Energetics; Engineering Design; Experimental Methods; Industrial Engineering; Machine Tools and Machining; Materials Science; Mathematical Modelling and Simulation; Mechanical Design; Mechanics & Fluid Mechanics; Nanotechnology; Naval Architecture; Numerical Methods; Process Planning; Quality Assurance; Robotics & Mechatronics; Thermodynamics.
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