北华大学学报（自然科学版）Issue(4)：557-560,4.DOI:10.11713/j.issn.1009-4822.2014.04.032
一种基于遗传算法的多模型预测控制方案
Multiple Models Predictive Control Based on Genetic Algorithm
摘要
Abstract
In terms of the characteristics of time lag system,a method of multiple models predictive control based on genetic algorithm is proposed. Multiple models approach the dynamic character of the controlled object. Design corresponding controller to each model. By means of weighting, get final controlled variable with the limited controlled variable. Each controller adopts predictive control method. Get the global optimum by genetic algorithm. Compare the effect of PID in time lag system. Simulation result indicates the method not only can overcome inaccuracy of modeling and time variation of parameters,but also have good control performance and stronger robustness.关键词
遗传算法/多模型/预测控制/时滞Key words
genetic algorithm/multiple models/predictive control/time lag分类
信息技术与安全科学引用本文复制引用
刘桂英,山传文..一种基于遗传算法的多模型预测控制方案[J].北华大学学报（自然科学版）,2014,(4):557-560,4.基金项目
吉林省科技发展计划项目(20140415015JH) （20140415015JH）
