| 一种求解最优控制问题的非均匀控制向量参数化方法 |
| |
| 引用本文： | 雷阳,李树荣,张强,张晓东.一种求解最优控制问题的非均匀控制向量参数化方法[J].中国石油大学学报(自然科学版),2011,35(5). |
| |
| 作者姓名： | 雷阳 李树荣 张强 张晓东 |
| |
| 作者单位： | 中国石油大学信息与控制工程学院,山东青岛,266555 |
| |
| 基金项目： | 国家自然科学基金，国家科技重大专项课题 |
| |
| 摘 要： | 传统的均匀参数化方法在求解固定终端时刻最优控制问题时,不能精确地逼近最优控制轨迹.针对这一问题,提出一种非均匀控制向量参数化的数值解法.首先将控制时域离散化为不同长度的时间段,各时间段长度作为新的优化参数；然后引入时间尺度因子,将非均匀参数化的最优控制问题转化为标准化时域上的均匀参数化问题；最后建立目标和约束函数的Hamilton函数,通过求解伴随方程计算梯度,采用序列二次规划方法获得数值解.针对两个经典的化工过程最优控制问题进行仿真研究,仿真结果验证了所提出算法的有效性.
|
| 关 键 词： | 最优控制 化工过程 非均匀控制向量参数化 序列二次规划(SQP) 固定终端时刻 |
A non-uniform control vector parameterization approach for optimal control problems |
| |
| LEI Yang,LI Shu-rong,ZHANG Qiang,ZHANG Xiao-dong.A non-uniform control vector parameterization approach for optimal control problems[J].Journal of China University of Petroleum,2011,35(5). |
| |
| Authors: | LEI Yang LI Shu-rong ZHANG Qiang ZHANG Xiao-dong |
| |
| Institution: | LEI Yang,LI Shu-rong,ZHANG Qiang,ZHANG Xiao-dong (College of Information and Control Engineering in China University of Petroleum,Qingdao 266555,China) |
| |
| Abstract: | The traditional uniform control vector parameterization method can not obtain accurate optimal control policy when solving optimal control problems with fixed final time.For this reason,a non-uniform control vector parameterization approach was proposed.Firstly,the given time interval was divided into several time stages of varying lengths which were defined as new optimization parameters.Secondly,the original optimal control problem was transformed into a uniform parameterization problem by introducing a t... |
| |
| Keywords: | optimal control chemical process non-uniform control vector parameterization sequential quadratic programming(SQP) fixed final time |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
|
