期刊文献+

分布式预测控制优化算法 被引量:27

Distributed optimization algorithm for predictive control
下载PDF
导出
摘要 复杂大规模预测控制系统的在线实施一直是工业界十分关注的问题之一 ,本文针对工业环境下分布式网络结构的特点 ,提出了一种基于纳什最优的分布式预测控制优化算法 ,在以低成本在线实施的同时 ,保持了良好的控制性能 ,文中进一步给出了分布式线性模型预测控制算法的收敛条件 ,仿真结果表明了该算法的有效性 . On-line optimization of predictive control strategy for the complex large-scale systems has been one of the focuses in industry. In this paper, a distributed model predictive control algorithm based on Nash optimality is proposed, which accords with the characteristics of distributed network under the industrial environment and can greatly improve the control performance with low cost. The convergence condition for distributed linear model predictive control algorithm is also given, and the simulation results demonstrate its effectiveness.
出处 《控制理论与应用》 EI CAS CSCD 北大核心 2002年第5期793-796,共4页 Control Theory & Applications
基金 国家自然科学基金重点项目 ( 6 99340 2 0 ) 国家 973计划(G19980 30 415 )资助项目
关键词 分布式预测控制 优化算法 模型预测控制 纳什最优 多智能体 计算机控制 distributed control model predictive control Nash optimality multi-agent
  • 相关文献

参考文献5

  • 1Mayne D Q, Rawlings J B, Rao C V, et al. Constrained model predictive control: stability and optimality [ J]. Automatica, 2000, 36(6) :789- 814
  • 2Van Antwerp J G, Braatz R D. Model predictive control of large scale process [J]. J. of Process Control, 2000, 10(1):1-8
  • 3Kate bi M R, Johnson M A. Predictive control design for large-scale systems [J]. Automatica, 1997,33(3): 421-425
  • 4Xu X M, Xi Y G, Zhang Z J. Decentralized predictive control (DPC) of large scale systems [J]. Information and Decision Technologies, 1988,14(3) :307 - 322
  • 5Xi Yugeng. Predictive Control [M]. Beijing: Defense Industry Press, 1993 (in Chinese)

同被引文献291

引证文献27

二级引证文献161

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部