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Method, system and server of stability guaranteeing model predictive control based on particle swarm optimization

机译:基于粒子群算法的稳定性保证模型预测控制方法,系统和服务器

摘要

The present invention relates to a control method, system and server of the robot formation, in particular as relates to a reliable method of controlling a robot formation to form a flight, the system by controlling the robot and the server by using an algorithm to correct the flight particles in consideration of the orientation angle of the robot's unit as the plurality of the robot to form a uniform formation will. The present invention is as a prediction control based on the optimization of the particle clusters robot formation, corrected for the particles of each of the unit the robot, so as to predict from the last section before or prediction interval value for each direction of each unit of the robot will match each target direction comprising the step of modifying particles, the particles referred to is the means to the candidate (solution candidate) prediction interval for representing the behavior of the robot and of the unit, the last interval is referred to as a prediction control based on the predicted particle clusters optimization The whole have as a prediction interval at least one time period divided by the prediction control by initiating a control method of a robot characterized in that the formation means in the end of the prediction period, taking into account the direction of the target unit of each robot in accordance with the invention By modifying the particles of the robot unit by using the particles modified by the formation of the robot line to ensure that the particles can be modified by the algorithm stability and a reliable and efficient method of controlling a robot to control the robot formate formation, to provide a system and a server has an effect. ;
机译:机器人编队的控制方法,系统及服务器技术领域本发明涉及一种机器人编队的控制方法,系统及服务器,尤其涉及一种控制机器人编队以形成飞行的可靠方法。考虑到作为多个机器人的机器人单元的定向角,飞行粒子将形成均匀的构造。本发明是基于机器人团簇的最优化的预测控制,针对机器人的每个单元的颗粒进行校正,以便从每个单元的每个方向的前一个区间或每个单元的每个方向的预测间隔值进行预测机器人将匹配每个目标方向,包括修改粒子的步骤,所指的粒子是到候选(解决方案候选)预测间隔的均值,用于表示机器人和单元的行为,最后一个间隔称为基于预测粒子群的最优化的预测控制通过启动机器人的控制方法,其整体具有至少一个时间周期除以预测控制的时间间隔,该机器人的控制方法的特征在于,形成单元在预测周期的末尾取通过修改机器人的粒子来考虑根据本发明的每个机器人的目标单元的方向通过使用通过形成机器人生产线而修饰的粒子来确保单元可以被算法稳定性和控制机器人以控制机器人甲形成的可靠而有效的方法来修饰粒子,从而提供一种系统和服务器,效果。 ;

著录项

  • 公开/公告号KR101484514B1

    专利类型

  • 公开/公告日2015-01-21

    原文格式PDF

  • 申请/专利权人

    申请/专利号KR20130068952

  • 发明设计人 이승목;명현;김한근;

    申请日2013-06-17

  • 分类号B25J13/00;B25J9/10;G05D1/00;

  • 国家 KR

  • 入库时间 2022-08-21 14:58:46

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