Economic performance assessment of multivariable MPC based on evidential network

ZHANG Wei; WANG Xin; WANG Zhenlei

doi:10.3969/j.issn.0438-1157.2012.11.030

您当前的位置：

首页 >

文章列表页 >

Economic performance assessment of multivariable MPC based on evidential network

更新时间：2025-12-10

- Economic performance assessment of multivariable MPC based on evidential network
- CIESC Journal Issue 11, Pages: 3585-3590(2012)
- 作者机构：
  
  1. 华东理工大学化工过程先进控制和优化技术教育部重点实验室,上海,200237
  2. 上海交通大学电工与电子技术中心,上海,200240
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.0438-1157.2012.11.030
  CLC： P273
- Online First：05 November 2012，
  
  Published：05 November 2012
- 稿件说明：
移动端阅览
ZHANG Wei, WANG Xin, WANG Zhenlei. Economic performance assessment of multivariable MPC based on evidential network[J]. CIESC Journal, 2012, (11): 3585-3590.
DOI：

ZHANG Wei, WANG Xin, WANG Zhenlei. Economic performance assessment of multivariable MPC based on evidential network[J]. CIESC Journal, 2012, (11): 3585-3590. DOI： 10.3969/j.issn.0438-1157.2012.11.030.

摘要

MPC控制系统作为先进控制策略

已经被广泛地应用于工业生产中。但在实际工业中

MPC控制系统的变量的软约束往往设定得比较保守

使系统无法达到最优经济性能。针对有约束的MPC控制系统

采用二次型经济性能指标函数来评价系统的经济性能

将最优工作点的求解问题转化为一个典型的有约束的线性规划问题。进而根据历史数据和二次型经济性能指标函数所得最优运行结果建立多变量MPC的证据网络模型

通过证据网络的反向推理和决策

得到造成MPC控制系统性能下降的可能原因

并提出改善控制系统性能的策略。最后通过仿真实验

验证了基于证据网络的经济性能评估的有效性。

Abstract

Model predictive control(MPC)

as an advanced control strategy

has been widely applied to process industry.But the soft constrain limits of MPC is often set in a conservative way in industrial application

which leads to poor economic performance.For MPC system

the quadratic economic performance index is used to assess the economic performance in the paper.After that the problem of solving the optimal solution is transformed into a typical linear programming problem with constraints.Then according to the historical data and optimal operation results obtained from quadratic economic performance function

evidential network modeling of multivariable MPC can be built.Through reasoning and decision-making

the reason which causes the system performance decline can be got.The strategy to improve the control system performance is proposed.Finally

the effectiveness of assessment economic performance based on evidential network is verified through the simulation experiments.

关键词

Keywords

references

Views

342

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Study on synergistic modification of nitrogen-doped carbon coating and Ti⁴⁺ co-doping for lithium vanadium phosphate cathode materials

Optimization of heat storage and release cycle performance of Ca(OH)2/CaO indirect reactor

Prediction of biomass pyrolysis product yield based on machine learning algorithms

Corrosion health status assessment method for refining unit pipeline based on GLAE-MLP

Effect of belt structure design on the vulcanization characteristics of all-steel radial tires

Related Author

No data

Related Institution

No data

⁰