Robotics & Machine Learning Daily News2024,Issue(Jun.19) :25-26.

Study Findings on Robotics Published by a Researcher at Shandong University (Fau lt Detection and Diagnosis of Three-Wheeled Omnidirectional Mobile Robot Based o n Power Consumption Modeling)

山东大学研究员发表的机器人学研究成果(基于功耗建模的三轮全方位移动机器人故障检测与诊断)

Robotics & Machine Learning Daily News2024,Issue(Jun.19) :25-26.

Study Findings on Robotics Published by a Researcher at Shandong University (Fau lt Detection and Diagnosis of Three-Wheeled Omnidirectional Mobile Robot Based o n Power Consumption Modeling)

山东大学研究员发表的机器人学研究成果(基于功耗建模的三轮全方位移动机器人故障检测与诊断)

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摘要

由一名新闻记者-机器人与机器学习的工作人员新闻编辑每日新闻-调查人员发布了关于机器人的新报告。根据威海市的新闻报道,北京新闻杂志编辑,研究表明:“(TOMRs)型三轮全方位移动机器人由于其稳定性、操作灵活、负载重等优点,被广泛应用于狭窄环境下完成精确运输任务。”本研究的资金来源包括山东省自然科学基金。新闻记者从山东大学的研究中得到一句话:"然而,这些机器人容易打滑,对于轮式机器人来说,几乎所有的故障和打滑都会直接影响功耗,因此,"摘要:利用健康状态下的能量消耗模型数据和编码器数据作为诊断机器人打滑等系统故障的参考依据,建立了TOMR的能量模型,并对影响能耗的因素进行了详细分析。本文主要研究机器人在发生打滑或常见故障,包括控制系统故障时,功耗与速度之间的特性关系。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Investigators publish new report on ro botics. According to news reporting out of Weihai, People's Republic of China, b y NewsRx editors, research stated, "Three-wheeled omnidirectional mobile robots (TOMRs) are widely used to accomplish precise transportation tasks in narrow env ironments owing to their stability, flexible operation, and heavy loads." Financial supporters for this research include Natural Science Foundation of Sha ndong Province. The news journalists obtained a quote from the research from Shandong University : "However, these robots are susceptible to slippage. For wheeled robots, almost all faults and slippage will directly affect the power consumption. Thus, using the energy consumption model data and encoder data in the healthy condition as a reference to diagnose robot slippage and other system faults is the main issue considered in this paper. We constructed an energy model for the TOMR and analy zed the factors that affect the power consumption in detail, such as the positio n of the gravity center. The study primarily focuses on the characteristic relat ionship between power consumption and speed when the robot experiences slippage or common faults, including control system faults."

Key words

Shandong University/Weihai/People's Re public of China/Asia/Emerging Technologies/Machine Learning/Nano-robot/Robo t/Robotics

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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