Teleoperator servoloop tuning using an expert system

M. Noakes
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Abstract

The development of an expert system for optimizing the controls tuning of a gear and shaft force-reflecting servomanipulator is discussed. Remote maintenance techniques have produced hot-cell manipulators that do not require hands-on-repair. However, these manipulators are difficult to tune owing to the conflicting priorities of maximizing operator sensation of force reflection and minimizing operator fatigue in combination with the complex nonlinear control algorithms and cross-coupled motions. Owing to the heuristic nature of this tuning problem and the emphasis on human perception of performance, an expert system has been developed as an alternative to algorithmic optimization of gains.<>
基于专家系统的遥控机械手伺服系统调谐
讨论了齿轮和轴反射力伺服机构控制优化专家系统的开发。远程维护技术已经生产出不需要手动维修的热电池操纵器。然而,由于复杂的非线性控制算法和交叉耦合运动,使操作者的力反射感觉最大化和疲劳最小化的优先级相互冲突,使得这些机械手难以调谐。由于这种调优问题的启发式性质以及对人类对性能的感知的强调,专家系统已被开发作为增益算法优化的替代方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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