基于参数估计的增益调度控制在钻井过程中以不确定的透阻系数对比特的重量控制
IEEE transactions on cybernetics
|July 30, 2024
概括
本研究引入了一个增益调度控制器来管理钻探不确定性. 该方法有效地稳定了深度勘探钻井系统,特别是在柔软的形成中.
科学领域:
- 地质物理学 地质物理学
- 控制工程 控制工程 控制工程
- 机械工程 机械工程
背景情况:
- 深度勘探钻探遇到各种各样的地质构造,其石质不确定.
- 透阻力系数 (PRC) 是一个关键的不确定参数,影响钻井系统性能.
- 系统性能恶化是深度钻井操作中的一个重大挑战.
研究的目的:
- 开发一个基于参数估计的增益调度控制器,以减轻不确定的PRC造成的性能问题.
- 为深度勘探钻井系统建立强有力的控制策略.
- 用现场数据验证拟议的控制方法.
主要方法:
- 在不确定的PRC的情况下,钻弦轴动态的有限元建模.
- 使用模式选择推导一个以控制为导向的低序模型.
- 基于二次稳定条件的增强调度控制器的计算.
- 适应观察器的设计用于估计无法测量的调度变量.
主要成果:
- 开发的增强调度控制器有效地弥补了系统参数的不确定性.
- 来自地热钻井的现场数据验证了模型和控制策略.
- 数字和实验结果证明了控制器在现实场景中的有效性.
- 控制器收益与不确定的PRC之间建立了明确的关系.
结论:
- 基于参数估计的增益调度控制器成功消除了深度勘探钻探中的性能恶化.
- 控制器的可变低频增益适应系统参数的不确定性.
- 钻井系统的性能更容易受到控制器增益的敏感,需要仔细调整.
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