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电信学部海外学者在线报告第十四期——Economic model predictive control with zone tracking 采用区域跟踪的经济模型预测控制

时间: 2021/09/24 20:13:51    点击: 

电信学部海外学者在线报告第十四期

Economic model predictive control with zone tracking

采用区域跟踪的经济模型预测控制

Jinfeng Liu

Department of Chemical & Materials Engineering, University of Alberta, Canada

https://apps.ualberta.ca/directory/person/jinfeng

Abstract: Model predictive control (MPC) is the most widely used optimal control technique. Economic MPC is a generalized design of MPC that has received significant attention in the past few years. It removes the separation between optimization and control in the traditional hierarchical real-time optimization systems and addresses both optimization and control in one single layer. Economic MPC optimizes a general economic cost function which in general is not quadratic. This leads to significant challenges in the stability analysis, computation, performance characterization of economic MPC. In this talk, we will first review the fundamentals of MPC and explain what is and why economic MPC. Then, we will discuss why and how to relax the classical steady-state tracking to zone tracking. This relaxation gives more degrees of freedom to the controller to optimize the economic performance. A general zone MPC framework will be introduced. The applications of economic MPC and zone MPC to different systems will be discussed.

Speaker’s Biography





Dr. Jinfeng Liu is a Professor in the Department of Chemical and Materials Engineering at  the University of Alberta. He received his PhD in Chemical Engineering from UCLA, and MSc and BSc both from Zhejiang University. His research interests are in the general area of process systems and control engineering with the current research focus on the development of enabling modeling, estimation and control methods to address the great challenges in closed-loop smart agricultural irrigation for water sustainability. Dr. Liu have published 3 books, 1 edited special issue, more than 150 journal and conference papers. His research has received over 4000 citations. Dr. Liu currently serves as the editor-in-chief for IChemE journal Digital Chemical Engineering, associate editors for IFAC Journal of Process Control, Control Engineering Practice, International Journal of Systems Science and MDPI journal Mathematics.





校内邀请人:刘涛,电信学部控制科学与工程学院

报告时间:202192910:00-11:30

参会方式:腾讯会议 ID627 930 537




会议二维码

活动简介:

“电信学部海外学者在线报告”是电信学部为促进学部师生与国际学者的学术交流所举办的系列在线讲座活动,内容涵盖电信学部下属所有学院的科研方向,每周聘请一名海外知名学者分享学术成果,碰撞思想火花。活动信息敬请关注“电子信息与电气工程学部”公众号和电信学部官网左上角的“学术科研活动”栏目, 期待广大师生积极参与!









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